From 70af03a9d01287c2d1a33f81b1d152cdd9fad4a0 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 2 Feb 2024 21:10:50 +0900 Subject: [PATCH 001/249] feat(get_data) get chzzk chat_data, live_status --- chzzk/chzzk_chat_data.py | 73 ++++++++++++++++++++++++++++++++++++++ chzzk/chzzk_live_status.py | 36 +++++++++++++++++++ 2 files changed, 109 insertions(+) create mode 100644 chzzk/chzzk_chat_data.py create mode 100644 chzzk/chzzk_live_status.py diff --git a/chzzk/chzzk_chat_data.py b/chzzk/chzzk_chat_data.py new file mode 100644 index 0000000..c13493c --- /dev/null +++ b/chzzk/chzzk_chat_data.py @@ -0,0 +1,73 @@ +import json +import sys +import requests +import websocket +from functools import partial + +# 웹소켓 메시지 핸들러 정의 +def on_message(ws, message): + try: + # 메시지 문자열에서 JSON 객체로 파싱 + msg_json = json.loads(message) + # 'bdy' 키가 있는지 확인하고, 리스트의 마지막 요소에서 'msg' 필드 추출 + if 'bdy' in msg_json and len(msg_json['bdy']) > 0: + # 마지막 메시지 객체 + last_msg_obj = msg_json['bdy'][-1] + # 'msg' 필드 값 추출 + if 'msg' in last_msg_obj: + last_msg = last_msg_obj['msg'] + print("가장 최근 메시지:", last_msg) + else: + print("마지막 메시지 객체에 'msg' 필드가 없습니다.") + else: + print("'bdy' 필드가 없거나 비어 있습니다.") + except json.JSONDecodeError: + print("메시지가 JSON 형식이 아닙니다.") + +def on_error(ws, error): + print(f"Error: {error}") + +def on_close(ws): + print("### Connection closed ###") + +def on_open(ws,cid, accTkn): + # 서버에 보낼 메시지를 JSON 형식으로 작성 + message = { + "ver": "2", + "cmd": 100, + "svcid": "game", + "cid": cid, + "tid": 1, + "bdy": { + "uid": None, + "devType": 2001, + "accTkn": accTkn, + "auth": "READ" + } + } + # JSON 객체를 문자열로 변환하여 서버에 보냄 + ws.send(json.dumps(message)) + print("Message sent to the server") + +if __name__ == "__main__": + # channel_id 필요 + channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] + # channel_id에 맞춰서 chat_channel_id를 구하고 + chat_channel_content=requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status").json()["content"] + if chat_channel_content["status"] == 'CLOSE': + print("status == CLOSE") + sys.exit(0) + else: + chat_channel_id = chat_channel_content["chatChannelId"] + # accTkn을 발급받아야한다. + access_token = requests.get(f"https://comm-api.game.naver.com/nng_main/v1/chats/access-token?channelId={chat_channel_id}&chatType=STREAMING").json()["content"]["accessToken"] + websocket.enableTrace(False) + # chating 가져오기 + ws = websocket.WebSocketApp("wss://kr-ss2.chat.naver.com/chat", + on_open=partial(on_open, cid=chat_channel_id, accTkn=access_token), + on_message=on_message, + on_error=on_error, + on_close=on_close) + + + ws.run_forever() diff --git a/chzzk/chzzk_live_status.py b/chzzk/chzzk_live_status.py new file mode 100644 index 0000000..93439d1 --- /dev/null +++ b/chzzk/chzzk_live_status.py @@ -0,0 +1,36 @@ +import requests + +from selenium import webdriver +from selenium.webdriver.common.keys import Keys +from selenium.webdriver.common.by import By + + +channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] # 강퀴 + +# chzzk_url = 'https://chzzk.naver.com/live/' +# IF LIVE STREAM IS TRUE +# CHECK LIVE STREAM - plz code input iter-code +# res=requests.get(f'https://api.chzzk.naver.com/service/v1/channels/{streamer_uid[0]}') +# print(check_live) +res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status") +check_live = res.json() +print(check_live) + +# Crawling functions that operate asynchronously +# streaming data +# - viewers' participation: current_view_count, accumulated_views, +# - broadcast time and cycle: broadcast_time +# - viewer's change: broadcast_title, timestamp +# - game info: game_info + + +# async def chzzk_main(): +# driver = webdriver.Chrome() +# driver.get("http://www.python.org") +# assert "Python" in driver.title +# elem = driver.find_element(By.NAME, "q") +# elem.clear() +# elem.send_keys("pycon") +# elem.send_keys(Keys.RETURN) +# assert "No results found." not in driver.page_source +# driver.close() \ No newline at end of file From df47f2712b132a650d8733e1538ca47dcbdd90d5 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 7 Feb 2024 23:16:00 +0900 Subject: [PATCH 002/249] [feat,refactor] dir name & youtube chat - change dir name: chzzk > dataCollector - add youtube streaming chat --- {chzzk => dataCollector}/chzzk_chat_data.py | 0 {chzzk => dataCollector}/chzzk_live_status.py | 0 dataCollector/youtube_stream_chat.py | 33 +++++++++++++++++++ 3 files changed, 33 insertions(+) rename {chzzk => dataCollector}/chzzk_chat_data.py (100%) rename {chzzk => dataCollector}/chzzk_live_status.py (100%) create mode 100644 dataCollector/youtube_stream_chat.py diff --git a/chzzk/chzzk_chat_data.py b/dataCollector/chzzk_chat_data.py similarity index 100% rename from chzzk/chzzk_chat_data.py rename to dataCollector/chzzk_chat_data.py diff --git a/chzzk/chzzk_live_status.py b/dataCollector/chzzk_live_status.py similarity index 100% rename from chzzk/chzzk_live_status.py rename to dataCollector/chzzk_live_status.py diff --git a/dataCollector/youtube_stream_chat.py b/dataCollector/youtube_stream_chat.py new file mode 100644 index 0000000..a28c712 --- /dev/null +++ b/dataCollector/youtube_stream_chat.py @@ -0,0 +1,33 @@ +# live chatting +# import pytchat +# +# live_chat = pytchat.create(video_id="AiqPgy9vnBk") +# +# while live_chat.is_alive(): +# for chat in live_chat.get().sync_items(): +# print(f"{chat.author.name}: {chat.message}") + +# from googleapiclient.discovery import build +# +# # API 정보 설정 +# api_key = 'api_key' +# youtube = build('youtube', 'v3', developerKey=api_key) +# +# # 비디오 ID 설정 (예: 'v=dQw4w9WgXcQ') +# video_id = 'vid' +# +# # YouTube Data API 호출 +# response = youtube.videos().list( +# part='snippet', +# id=video_id +# ).execute() +# +# # 응답에서 게임 정보 추출 +# for item in response.get('items', []): +# title = item['snippet']['title'] +# description = item['snippet']['description'] +# tags = item['snippet'].get('tags', []) +# +# print(f"Title: {title}") +# print(f"Description: {description}") +# print(f"Tags: {tags}") From d292821d5aa27493b503c6d6deb2c9f5ffba46b2 Mon Sep 17 00:00:00 2001 From: lyh Date: Mon, 12 Feb 2024 23:44:00 +0900 Subject: [PATCH 003/249] [feat] steam api code CCU, reviews, app_id list, price, sale state --- .../steam_game_review_comment.py | 46 +++++++++++++++++++ .../steam_game_review_statistics.py | 21 +++++++++ steam_datacollector/steam_getting_ccu.py | 36 +++++++++++++++ .../steam_price_and_sale_status.py | 23 ++++++++++ .../steam_top1000_game_list.py | 21 +++++++++ 5 files changed, 147 insertions(+) create mode 100644 steam_datacollector/steam_game_review_comment.py create mode 100644 steam_datacollector/steam_game_review_statistics.py create mode 100644 steam_datacollector/steam_getting_ccu.py create mode 100644 steam_datacollector/steam_price_and_sale_status.py create mode 100644 steam_datacollector/steam_top1000_game_list.py diff --git a/steam_datacollector/steam_game_review_comment.py b/steam_datacollector/steam_game_review_comment.py new file mode 100644 index 0000000..7bc33b3 --- /dev/null +++ b/steam_datacollector/steam_game_review_comment.py @@ -0,0 +1,46 @@ +import requests + +def get_game_reviews(app_id): + # API URL 설정 + api_url = f'https://store.steampowered.com/appreviews/{app_id}?json=1' + + # API 키를 설정합니다. (https://steamcommunity.com/dev/apikey 에서 키를 발급받을 수 있습니다.) + api_key = '9B38F89D2AFA8356EACB2BBE13CB20D1' + + # API 요청 매개변수 설정 + params = { + 'key': api_key, + 'json': '1', + 'language': 'korean', # 한국어 리뷰만 가져오기 + 'num_per_page': 100, # 페이지당 리뷰 수 + } + + while True: + # API 요청 보내기 + response = requests.get(api_url, params=params) + + # 응답 확인 + if response.status_code == 200: + data = response.json() + reviews = data.get('reviews', []) + for review in reviews: + print(f"Review ID: {review['recommendationid']}") + print(f"Author: {review['author']['steamid']}") + print(f"Review: {review['review']}") + print(f"Recommended: {review['voted_up']}") + print(f"----------------------------------") + + # 리뷰가 100개 이상인 경우 다음 페이지로 이동 (페이지네이션) + if data['cursor'] != '*': + params['cursor'] = data['cursor'] + else: + break + else: + print(f"Error: Unable to fetch reviews. Status Code: {response.status_code}") + break + +# 게임의 app_id (예: Palworld) +app_id = 1623730 + +# Steam Community API로부터 리뷰 가져오기 +get_game_reviews(app_id) \ No newline at end of file diff --git a/steam_datacollector/steam_game_review_statistics.py b/steam_datacollector/steam_game_review_statistics.py new file mode 100644 index 0000000..451899c --- /dev/null +++ b/steam_datacollector/steam_game_review_statistics.py @@ -0,0 +1,21 @@ +import requests +from bs4 import BeautifulSoup + +def get_review_summary(app_id): + url = f"https://store.steampowered.com/app/{app_id}" + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + + recent_reviews = soup.find('span', {'class': 'responsive_reviewdesc_short'}) + all_reviews = soup.find_all('span', {'class': 'responsive_reviewdesc_short'})[1] + + return { + 'all_reviews': recent_reviews.text.strip() if recent_reviews else 'No recent reviews', + 'recent_reviews': all_reviews.text.strip() if all_reviews else 'No reviews' + } + +app_id = 730 # app_id 입력 +review_summary = get_review_summary(app_id) + +print("Recent reviews:", review_summary['recent_reviews']) +print("All reviews:", review_summary['all_reviews']) \ No newline at end of file diff --git a/steam_datacollector/steam_getting_ccu.py b/steam_datacollector/steam_getting_ccu.py new file mode 100644 index 0000000..e4e49ec --- /dev/null +++ b/steam_datacollector/steam_getting_ccu.py @@ -0,0 +1,36 @@ +import pandas as pd +import requests + +# CSV 파일 다운 받기 +url = "https://raw.githubusercontent.com/dgibbs64/SteamCMD-AppID-List/main/steamcmd_appid.csv" +response = requests.get(url) +with open('steamcmd_appid.csv', 'w', encoding='utf-8') as f: + f.write(response.text) + +# CSV파일 DF로 바꾸기 +df = pd.read_csv('steamcmd_appid.csv') + +# 컬럼명 바꾸기 +df.columns = ['app_id', 'name'] + +# DF의 Values로 API를 호출해 게임별 CCU를 가져오기 +cnt = 1 +for index, row in df.iterrows(): + app_id, name = row['app_id'], row['name'] + + url = f"http://api.steampowered.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1?appid={app_id}" + response = requests.get(url) + data = response.json() + + # result의 값이 1인 경우에만 CCU를 제공 + if data['response']['result'] != 1: + continue + + ccu = data['response']['player_count'] + print(app_id, name) + print(f'CCU of {name}: {ccu}') + + # test이므로 16만여개 중 50개만 가져오기 + cnt += 1 + if cnt >= 50: + break \ No newline at end of file diff --git a/steam_datacollector/steam_price_and_sale_status.py b/steam_datacollector/steam_price_and_sale_status.py new file mode 100644 index 0000000..27cb0d9 --- /dev/null +++ b/steam_datacollector/steam_price_and_sale_status.py @@ -0,0 +1,23 @@ +import requests + +# 게임의 appid +appid = '1623730' # PalWorld + +# API requests +response = requests.get(f'http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr') + +# JSON 파싱 +data = response.json() + +# 가격 얻기 +price = data[appid]['data']['price_overview']['final_formatted'] + +# 할인율 체크 +is_on_sale = data[appid]['data']['price_overview']['discount_percent'] > 0 + + +print(f"Price: {price}") +if is_on_sale: + print("The game is on sale.") +else: + print("The game is not on sale.") \ No newline at end of file diff --git a/steam_datacollector/steam_top1000_game_list.py b/steam_datacollector/steam_top1000_game_list.py new file mode 100644 index 0000000..dba45ec --- /dev/null +++ b/steam_datacollector/steam_top1000_game_list.py @@ -0,0 +1,21 @@ +from bs4 import BeautifulSoup + +# steamdb_charts.html에서 인기 top 1000게임 app_id 가져오기 +with open('steamdb_charts.html', 'r', encoding='utf-8') as f: + html = f.read() + +# HTML 파싱 +soup = BeautifulSoup(html, 'html.parser') + +rows = soup.select("#table-apps > tbody > tr") + +for row in rows: + element = row.select_one("td:nth-child(3) > a") + + # 게임 이름 + game = element.text + + # 게임 app_id + app_id = element['href'].split('/')[2] + + print(f"Game: {game}, app_id: {app_id}") \ No newline at end of file From 3b05c2ab61aa0afae74245ae9da8f8d8b9a85fb1 Mon Sep 17 00:00:00 2001 From: jeong hun soo Date: Wed, 14 Feb 2024 02:10:43 +0000 Subject: [PATCH 004/249] feat: Add docker-compose.yaml --- docker-compose.yaml | 300 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 300 insertions(+) create mode 100644 docker-compose.yaml diff --git a/docker-compose.yaml b/docker-compose.yaml new file mode 100644 index 0000000..460cb8e --- /dev/null +++ b/docker-compose.yaml @@ -0,0 +1,300 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +# Basic Airflow cluster configuration for CeleryExecutor with Redis and PostgreSQL. +# +# WARNING: This configuration is for local development. Do not use it in a production deployment. +# +# This configuration supports basic configuration using environment variables or an .env file +# The following variables are supported: +# +# AIRFLOW_IMAGE_NAME - Docker image name used to run Airflow. +# Default: apache/airflow:2.7.2 +# AIRFLOW_UID - User ID in Airflow containers +# Default: 50000 +# AIRFLOW_PROJ_DIR - Base path to which all the files will be volumed. +# Default: . +# Those configurations are useful mostly in case of standalone testing/running Airflow in test/try-out mode +# +# _AIRFLOW_WWW_USER_USERNAME - Username for the administrator account (if requested). +# Default: airflow +# _AIRFLOW_WWW_USER_PASSWORD - Password for the administrator account (if requested). +# Default: airflow +# _PIP_ADDITIONAL_REQUIREMENTS - Additional PIP requirements to add when starting all containers. +# Use this option ONLY for quick checks. Installing requirements at container +# startup is done EVERY TIME the service is started. +# A better way is to build a custom image or extend the official image +# as described in https://airflow.apache.org/docs/docker-stack/build.html. +# Default: '' +# +# Feel free to modify this file to suit your needs. +--- +version: '3.8' +x-airflow-common: + &airflow-common + # In order to add custom dependencies or upgrade provider packages you can use your extended image. + # Comment the image line, place your Dockerfile in the directory where you placed the docker-compose.yaml + # and uncomment the "build" line below, Then run `docker-compose build` to build the images. + image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.7.2} + # build: . + environment: + &airflow-common-env + AIRFLOW__CORE__EXECUTOR: CeleryExecutor + AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow + # For backward compatibility, with Airflow <2.3 + AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow + AIRFLOW__CELERY__RESULT_BACKEND: db+postgresql://airflow:airflow@postgres/airflow + AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0 + AIRFLOW__CORE__FERNET_KEY: '' + AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: 'true' + AIRFLOW__CORE__LOAD_EXAMPLES: 'true' + AIRFLOW__API__AUTH_BACKENDS: 'airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session' + # yamllint disable rule:line-length + # Use simple http server on scheduler for health checks + # See https://airflow.apache.org/docs/apache-airflow/stable/administration-and-deployment/logging-monitoring/check-health.html#scheduler-health-check-server + # yamllint enable rule:line-length + AIRFLOW__SCHEDULER__ENABLE_HEALTH_CHECK: 'true' + # WARNING: Use _PIP_ADDITIONAL_REQUIREMENTS option ONLY for a quick checks + # for other purpose (development, test and especially production usage) build/extend Airflow image. + _PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:-} + volumes: + - ${AIRFLOW_PROJ_DIR:-.}/dags:/opt/airflow/dags + - ${AIRFLOW_PROJ_DIR:-.}/logs:/opt/airflow/logs + - ${AIRFLOW_PROJ_DIR:-.}/config:/opt/airflow/config + - ${AIRFLOW_PROJ_DIR:-.}/plugins:/opt/airflow/plugins + user: "${AIRFLOW_UID:-50000}:0" + depends_on: + &airflow-common-depends-on + redis: + condition: service_healthy + postgres: + condition: service_healthy + +services: + postgres: + image: postgres:13 + environment: + POSTGRES_USER: airflow + POSTGRES_PASSWORD: airflow + POSTGRES_DB: airflow + volumes: + - postgres-db-volume:/var/lib/postgresql/data + healthcheck: + test: ["CMD", "pg_isready", "-U", "airflow"] + interval: 10s + retries: 5 + start_period: 5s + restart: always + + redis: + image: redis:latest + expose: + - 6379 + healthcheck: + test: ["CMD", "redis-cli", "ping"] + interval: 10s + timeout: 30s + retries: 50 + start_period: 30s + restart: always + + airflow-webserver: + <<: *airflow-common + command: webserver + ports: + - "8080:8080" + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:8080/health"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully + + airflow-scheduler: + <<: *airflow-common + command: scheduler + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:8974/health"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully + + airflow-worker: + <<: *airflow-common + command: celery worker + healthcheck: + # yamllint disable rule:line-length + test: + - "CMD-SHELL" + - 'celery --app airflow.providers.celery.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}" || celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"' + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + environment: + <<: *airflow-common-env + # Required to handle warm shutdown of the celery workers properly + # See https://airflow.apache.org/docs/docker-stack/entrypoint.html#signal-propagation + DUMB_INIT_SETSID: "0" + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully + + airflow-triggerer: + <<: *airflow-common + command: triggerer + healthcheck: + test: ["CMD-SHELL", 'airflow jobs check --job-type TriggererJob --hostname "$${HOSTNAME}"'] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully + + airflow-init: + <<: *airflow-common + entrypoint: /bin/bash + # yamllint disable rule:line-length + command: + - -c + - | + function ver() { + printf "%04d%04d%04d%04d" $${1//./ } + } + airflow_version=$$(AIRFLOW__LOGGING__LOGGING_LEVEL=INFO && gosu airflow airflow version) + airflow_version_comparable=$$(ver $${airflow_version}) + min_airflow_version=2.2.0 + min_airflow_version_comparable=$$(ver $${min_airflow_version}) + if (( airflow_version_comparable < min_airflow_version_comparable )); then + echo + echo -e "\033[1;31mERROR!!!: Too old Airflow version $${airflow_version}!\e[0m" + echo "The minimum Airflow version supported: $${min_airflow_version}. Only use this or higher!" + echo + exit 1 + fi + if [[ -z "${AIRFLOW_UID}" ]]; then + echo + echo -e "\033[1;33mWARNING!!!: AIRFLOW_UID not set!\e[0m" + echo "If you are on Linux, you SHOULD follow the instructions below to set " + echo "AIRFLOW_UID environment variable, otherwise files will be owned by root." + echo "For other operating systems you can get rid of the warning with manually created .env file:" + echo " See: https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#setting-the-right-airflow-user" + echo + fi + one_meg=1048576 + mem_available=$$(($$(getconf _PHYS_PAGES) * $$(getconf PAGE_SIZE) / one_meg)) + cpus_available=$$(grep -cE 'cpu[0-9]+' /proc/stat) + disk_available=$$(df / | tail -1 | awk '{print $$4}') + warning_resources="false" + if (( mem_available < 4000 )) ; then + echo + echo -e "\033[1;33mWARNING!!!: Not enough memory available for Docker.\e[0m" + echo "At least 4GB of memory required. You have $$(numfmt --to iec $$((mem_available * one_meg)))" + echo + warning_resources="true" + fi + if (( cpus_available < 2 )); then + echo + echo -e "\033[1;33mWARNING!!!: Not enough CPUS available for Docker.\e[0m" + echo "At least 2 CPUs recommended. You have $${cpus_available}" + echo + warning_resources="true" + fi + if (( disk_available < one_meg * 10 )); then + echo + echo -e "\033[1;33mWARNING!!!: Not enough Disk space available for Docker.\e[0m" + echo "At least 10 GBs recommended. You have $$(numfmt --to iec $$((disk_available * 1024 )))" + echo + warning_resources="true" + fi + if [[ $${warning_resources} == "true" ]]; then + echo + echo -e "\033[1;33mWARNING!!!: You have not enough resources to run Airflow (see above)!\e[0m" + echo "Please follow the instructions to increase amount of resources available:" + echo " https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#before-you-begin" + echo + fi + mkdir -p /sources/logs /sources/dags /sources/plugins + chown -R "${AIRFLOW_UID}:0" /sources/{logs,dags,plugins} + exec /entrypoint airflow version + # yamllint enable rule:line-length + environment: + <<: *airflow-common-env + _AIRFLOW_DB_MIGRATE: 'true' + _AIRFLOW_WWW_USER_CREATE: 'true' + _AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow} + _AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow} + _PIP_ADDITIONAL_REQUIREMENTS: '' + user: "0:0" + volumes: + - ${AIRFLOW_PROJ_DIR:-.}:/sources + + airflow-cli: + <<: *airflow-common + profiles: + - debug + environment: + <<: *airflow-common-env + CONNECTION_CHECK_MAX_COUNT: "0" + # Workaround for entrypoint issue. See: https://github.com/apache/airflow/issues/16252 + command: + - bash + - -c + - airflow + + # You can enable flower by adding "--profile flower" option e.g. docker-compose --profile flower up + # or by explicitly targeted on the command line e.g. docker-compose up flower. + # See: https://docs.docker.com/compose/profiles/ + flower: + <<: *airflow-common + command: celery flower + profiles: + - flower + ports: + - "5555:5555" + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:5555/"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully + +volumes: + postgres-db-volume: From b8791f5e41353e86168c4a590c48e47e3c1696db Mon Sep 17 00:00:00 2001 From: Jung Hun Soo Date: Wed, 14 Feb 2024 11:25:51 +0900 Subject: [PATCH 005/249] Initial commit --- .gitignore | 180 ++++++++++++++++++++++++++++++++++++++++++++ Dockerfile | 13 ++++ dags/.gitkeep | 0 docker-compose.yaml | 4 +- tests/.gitkeep | 0 5 files changed, 195 insertions(+), 2 deletions(-) create mode 100644 .gitignore create mode 100644 Dockerfile create mode 100644 dags/.gitkeep create mode 100644 tests/.gitkeep diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..59b40da --- /dev/null +++ b/.gitignore @@ -0,0 +1,180 @@ +# Created by https://www.toptal.com/developers/gitignore/api/python +# Edit at https://www.toptal.com/developers/gitignore?templates=python + +# airflow +logs/ + + +### Python ### +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +### Python Patch ### +# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration +poetry.toml + +# ruff +.ruff_cache/ + +# LSP config files +pyrightconfig.json + +# End of https://www.toptal.com/developers/gitignore/api/python \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..b87cd74 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,13 @@ +# 기본 이미지 지정. 버전은 2.7.2 +FROM apache/airflow:2.7.2 + +# root 사용자로 전환 (필요한 경우) +USER root + +# 패키지 목록 업데이트 및 필요한 패키지 설치 +RUN apt-get update && \ + apt-get install -y \ + vim \ + && rm -rf /var/lib/apt/lists/* + +# 이후 필요한 작업 수행. 예를 들어, 환경 설정 변경, 파일 복사 등 \ No newline at end of file diff --git a/dags/.gitkeep b/dags/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/docker-compose.yaml b/docker-compose.yaml index 460cb8e..9546df9 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -50,8 +50,8 @@ x-airflow-common: # In order to add custom dependencies or upgrade provider packages you can use your extended image. # Comment the image line, place your Dockerfile in the directory where you placed the docker-compose.yaml # and uncomment the "build" line below, Then run `docker-compose build` to build the images. - image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.7.2} - # build: . + # image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.7.2} + build: . environment: &airflow-common-env AIRFLOW__CORE__EXECUTOR: CeleryExecutor diff --git a/tests/.gitkeep b/tests/.gitkeep new file mode 100644 index 0000000..e69de29 From d767b65c143e720e39f51c5a44c3039850d8bd00 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 14 Feb 2024 13:34:08 +0900 Subject: [PATCH 006/249] [refactor] mkdir_collectfolder --- dataCollector/{ => chzzk}/chzzk_chat_data.py | 0 dataCollector/{ => chzzk}/chzzk_live_status.py | 0 dataCollector/{ => youtube}/youtube_stream_chat.py | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename dataCollector/{ => chzzk}/chzzk_chat_data.py (100%) rename dataCollector/{ => chzzk}/chzzk_live_status.py (100%) rename dataCollector/{ => youtube}/youtube_stream_chat.py (100%) diff --git a/dataCollector/chzzk_chat_data.py b/dataCollector/chzzk/chzzk_chat_data.py similarity index 100% rename from dataCollector/chzzk_chat_data.py rename to dataCollector/chzzk/chzzk_chat_data.py diff --git a/dataCollector/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py similarity index 100% rename from dataCollector/chzzk_live_status.py rename to dataCollector/chzzk/chzzk_live_status.py diff --git a/dataCollector/youtube_stream_chat.py b/dataCollector/youtube/youtube_stream_chat.py similarity index 100% rename from dataCollector/youtube_stream_chat.py rename to dataCollector/youtube/youtube_stream_chat.py From 70cc687e8b7b4a3089182b65926615a3b6f002af Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 14 Feb 2024 13:40:36 +0900 Subject: [PATCH 007/249] [feat] dir change --- .idea/workspace.xml | 34 +++++++++++++++++++ .../steam}/steam_game_review_comment.py | 0 .../steam}/steam_game_review_statistics.py | 0 .../steam}/steam_getting_ccu.py | 0 .../steam}/steam_price_and_sale_status.py | 0 .../steam}/steam_top1000_game_list.py | 0 6 files changed, 34 insertions(+) create mode 100644 .idea/workspace.xml rename {steam_datacollector => dataCollector/steam}/steam_game_review_comment.py (100%) rename {steam_datacollector => dataCollector/steam}/steam_game_review_statistics.py (100%) rename {steam_datacollector => dataCollector/steam}/steam_getting_ccu.py (100%) rename {steam_datacollector => dataCollector/steam}/steam_price_and_sale_status.py (100%) rename {steam_datacollector => dataCollector/steam}/steam_top1000_game_list.py (100%) diff --git a/.idea/workspace.xml b/.idea/workspace.xml new file mode 100644 index 0000000..fbe4ddb --- /dev/null +++ b/.idea/workspace.xml @@ -0,0 +1,34 @@ + + + + + + + + + + + + + + + + + + + + 1707885045639 + + + + \ No newline at end of file diff --git a/steam_datacollector/steam_game_review_comment.py b/dataCollector/steam/steam_game_review_comment.py similarity index 100% rename from steam_datacollector/steam_game_review_comment.py rename to dataCollector/steam/steam_game_review_comment.py diff --git a/steam_datacollector/steam_game_review_statistics.py b/dataCollector/steam/steam_game_review_statistics.py similarity index 100% rename from steam_datacollector/steam_game_review_statistics.py rename to dataCollector/steam/steam_game_review_statistics.py diff --git a/steam_datacollector/steam_getting_ccu.py b/dataCollector/steam/steam_getting_ccu.py similarity index 100% rename from steam_datacollector/steam_getting_ccu.py rename to dataCollector/steam/steam_getting_ccu.py diff --git a/steam_datacollector/steam_price_and_sale_status.py b/dataCollector/steam/steam_price_and_sale_status.py similarity index 100% rename from steam_datacollector/steam_price_and_sale_status.py rename to dataCollector/steam/steam_price_and_sale_status.py diff --git a/steam_datacollector/steam_top1000_game_list.py b/dataCollector/steam/steam_top1000_game_list.py similarity index 100% rename from steam_datacollector/steam_top1000_game_list.py rename to dataCollector/steam/steam_top1000_game_list.py From 4826e4bccb8128785a2d775dda5cade47189d1dd Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 2 Feb 2024 21:10:50 +0900 Subject: [PATCH 008/249] feat(get_data) get chzzk chat_data, live_status --- chzzk/chzzk_chat_data.py | 73 ++++++++++++++++++++++++++++++++++++++ chzzk/chzzk_live_status.py | 36 +++++++++++++++++++ 2 files changed, 109 insertions(+) create mode 100644 chzzk/chzzk_chat_data.py create mode 100644 chzzk/chzzk_live_status.py diff --git a/chzzk/chzzk_chat_data.py b/chzzk/chzzk_chat_data.py new file mode 100644 index 0000000..c13493c --- /dev/null +++ b/chzzk/chzzk_chat_data.py @@ -0,0 +1,73 @@ +import json +import sys +import requests +import websocket +from functools import partial + +# 웹소켓 메시지 핸들러 정의 +def on_message(ws, message): + try: + # 메시지 문자열에서 JSON 객체로 파싱 + msg_json = json.loads(message) + # 'bdy' 키가 있는지 확인하고, 리스트의 마지막 요소에서 'msg' 필드 추출 + if 'bdy' in msg_json and len(msg_json['bdy']) > 0: + # 마지막 메시지 객체 + last_msg_obj = msg_json['bdy'][-1] + # 'msg' 필드 값 추출 + if 'msg' in last_msg_obj: + last_msg = last_msg_obj['msg'] + print("가장 최근 메시지:", last_msg) + else: + print("마지막 메시지 객체에 'msg' 필드가 없습니다.") + else: + print("'bdy' 필드가 없거나 비어 있습니다.") + except json.JSONDecodeError: + print("메시지가 JSON 형식이 아닙니다.") + +def on_error(ws, error): + print(f"Error: {error}") + +def on_close(ws): + print("### Connection closed ###") + +def on_open(ws,cid, accTkn): + # 서버에 보낼 메시지를 JSON 형식으로 작성 + message = { + "ver": "2", + "cmd": 100, + "svcid": "game", + "cid": cid, + "tid": 1, + "bdy": { + "uid": None, + "devType": 2001, + "accTkn": accTkn, + "auth": "READ" + } + } + # JSON 객체를 문자열로 변환하여 서버에 보냄 + ws.send(json.dumps(message)) + print("Message sent to the server") + +if __name__ == "__main__": + # channel_id 필요 + channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] + # channel_id에 맞춰서 chat_channel_id를 구하고 + chat_channel_content=requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status").json()["content"] + if chat_channel_content["status"] == 'CLOSE': + print("status == CLOSE") + sys.exit(0) + else: + chat_channel_id = chat_channel_content["chatChannelId"] + # accTkn을 발급받아야한다. + access_token = requests.get(f"https://comm-api.game.naver.com/nng_main/v1/chats/access-token?channelId={chat_channel_id}&chatType=STREAMING").json()["content"]["accessToken"] + websocket.enableTrace(False) + # chating 가져오기 + ws = websocket.WebSocketApp("wss://kr-ss2.chat.naver.com/chat", + on_open=partial(on_open, cid=chat_channel_id, accTkn=access_token), + on_message=on_message, + on_error=on_error, + on_close=on_close) + + + ws.run_forever() diff --git a/chzzk/chzzk_live_status.py b/chzzk/chzzk_live_status.py new file mode 100644 index 0000000..93439d1 --- /dev/null +++ b/chzzk/chzzk_live_status.py @@ -0,0 +1,36 @@ +import requests + +from selenium import webdriver +from selenium.webdriver.common.keys import Keys +from selenium.webdriver.common.by import By + + +channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] # 강퀴 + +# chzzk_url = 'https://chzzk.naver.com/live/' +# IF LIVE STREAM IS TRUE +# CHECK LIVE STREAM - plz code input iter-code +# res=requests.get(f'https://api.chzzk.naver.com/service/v1/channels/{streamer_uid[0]}') +# print(check_live) +res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status") +check_live = res.json() +print(check_live) + +# Crawling functions that operate asynchronously +# streaming data +# - viewers' participation: current_view_count, accumulated_views, +# - broadcast time and cycle: broadcast_time +# - viewer's change: broadcast_title, timestamp +# - game info: game_info + + +# async def chzzk_main(): +# driver = webdriver.Chrome() +# driver.get("http://www.python.org") +# assert "Python" in driver.title +# elem = driver.find_element(By.NAME, "q") +# elem.clear() +# elem.send_keys("pycon") +# elem.send_keys(Keys.RETURN) +# assert "No results found." not in driver.page_source +# driver.close() \ No newline at end of file From 82e6d8febca0c160fa85a450fdbe21ac90730f2c Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 7 Feb 2024 23:16:00 +0900 Subject: [PATCH 009/249] [feat,refactor] dir name & youtube chat - change dir name: chzzk > dataCollector - add youtube streaming chat --- {chzzk => dataCollector}/chzzk_chat_data.py | 0 {chzzk => dataCollector}/chzzk_live_status.py | 0 dataCollector/youtube_stream_chat.py | 33 +++++++++++++++++++ 3 files changed, 33 insertions(+) rename {chzzk => dataCollector}/chzzk_chat_data.py (100%) rename {chzzk => dataCollector}/chzzk_live_status.py (100%) create mode 100644 dataCollector/youtube_stream_chat.py diff --git a/chzzk/chzzk_chat_data.py b/dataCollector/chzzk_chat_data.py similarity index 100% rename from chzzk/chzzk_chat_data.py rename to dataCollector/chzzk_chat_data.py diff --git a/chzzk/chzzk_live_status.py b/dataCollector/chzzk_live_status.py similarity index 100% rename from chzzk/chzzk_live_status.py rename to dataCollector/chzzk_live_status.py diff --git a/dataCollector/youtube_stream_chat.py b/dataCollector/youtube_stream_chat.py new file mode 100644 index 0000000..a28c712 --- /dev/null +++ b/dataCollector/youtube_stream_chat.py @@ -0,0 +1,33 @@ +# live chatting +# import pytchat +# +# live_chat = pytchat.create(video_id="AiqPgy9vnBk") +# +# while live_chat.is_alive(): +# for chat in live_chat.get().sync_items(): +# print(f"{chat.author.name}: {chat.message}") + +# from googleapiclient.discovery import build +# +# # API 정보 설정 +# api_key = 'api_key' +# youtube = build('youtube', 'v3', developerKey=api_key) +# +# # 비디오 ID 설정 (예: 'v=dQw4w9WgXcQ') +# video_id = 'vid' +# +# # YouTube Data API 호출 +# response = youtube.videos().list( +# part='snippet', +# id=video_id +# ).execute() +# +# # 응답에서 게임 정보 추출 +# for item in response.get('items', []): +# title = item['snippet']['title'] +# description = item['snippet']['description'] +# tags = item['snippet'].get('tags', []) +# +# print(f"Title: {title}") +# print(f"Description: {description}") +# print(f"Tags: {tags}") From 80a780319903c1964b5d150ba18af2b9b5150ced Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Mon, 12 Feb 2024 22:41:44 +0900 Subject: [PATCH 010/249] [feat] : test code of afreeca tv MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - chat : handshake 부분이 자동화 되지 않음 - websocket : 실패한 코드 (ㅠ) --- afreecaTV/afreecaTV_chat_test.py | 83 +++++++++++++++++++++++++ afreecaTV/afreecaTV_websocket_test.py | 87 +++++++++++++++++++++++++++ 2 files changed, 170 insertions(+) create mode 100644 afreecaTV/afreecaTV_chat_test.py create mode 100644 afreecaTV/afreecaTV_websocket_test.py diff --git a/afreecaTV/afreecaTV_chat_test.py b/afreecaTV/afreecaTV_chat_test.py new file mode 100644 index 0000000..e3ca7fb --- /dev/null +++ b/afreecaTV/afreecaTV_chat_test.py @@ -0,0 +1,83 @@ +import certifi +import json +import ssl +import base64 +import asyncio +import requests +import websockets +import sys + +# WSS 연결 위한 SSL 설정 +ssl_context = ssl.create_default_context() +ssl_context.load_verify_locations(certifi.where()) +ssl_context.check_hostname = False +ssl_context.verify_mode = ssl.CERT_NONE + +def decode(bytes): + test = bytes.split(b'\x0c') + res = [] + for i in test: + res.append(str(i, 'utf-8')) + if(res[1] != '-1' and res[1] != '1' and '|' not in res[1]): + if(len(res) > 5): + print(res[1], '\t| ', res[2], '|', res[6]) + else: + print(res) + pass + +def player_live_api(bno, bid): + # type=aid 일 경우 aid(.A32~~~)불러옴 + data = {'bid': bid, 'bno':bno, 'type':'live', 'confirm_adult':'false', 'player_type':'html5', 'mode':'landing', 'from_api':'0', 'pwd':'', 'stream_type':'common', 'quality':'HD'} + res = requests.post(f'https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bid}', data=data).json() + CHDOMAIN = res["CHANNEL"]["CHDOMAIN"].lower() + CHATNO = res["CHANNEL"]["CHATNO"] + FTK = res["CHANNEL"]["FTK"] + TITLE = res["CHANNEL"]["TITLE"] + BJID = res["CHANNEL"]["BJID"] + CHPT = str(int(res["CHANNEL"]["CHPT"]) + 1) + return CHDOMAIN, CHATNO, FTK, TITLE, BJID, CHPT + +async def connect(url): + BNO = str(url.split('/')[-1]) + BID = str(url.split('/')[-2]) + CHDOMAIN, CHATNO, FTK, TITLE, BJID, CHPT = player_live_api(BNO, BID) + + KEY = '' + if(len(BJID) == 5): + KEY = '80' + elif(len(BJID) == 6): + KEY = '81' + elif(len(BJID) == 7): + KEY = '82' + elif(len(BJID) == 8): + KEY = '83' + elif(len(BJID) == 9): + KEY = '84' + elif(len(BJID) == 10): + KEY = '85' + elif(len(BJID) == 11): + KEY = '86' + elif(len(BJID) == 12): + KEY = '87' + + handshake = f' 000200032200 {CHATNO} {FTK} 0 log&set_bps=8000&view_bps=1000&quality=normal&uuid=cb2f85456a1844db7c6b5b99d618681e&geo_cc=KR&geo_rc=11&acpt_lang=ko_KR&svc_lang=ko_KR&subscribe=0&lowlatency=0pwdauth_infoNULLpver1access_systemhtml5 ' + + async with websockets.connect(f"wss://{CHDOMAIN}:{CHPT}/Websocket/{BID}", subprotocols=['chat'],ssl=ssl_context, ping_interval=None) as websocket: + # 핸드쉐이크 + # await websocket.send(secret_1) + await websocket.send(' 000100000600 16 ') + data = await websocket.recv() + #print(data) + await websocket.send(handshake) + # 이후부터 채팅내용 받아와짐 + while True: + try: + data = await websocket.recv() + decode(data) + except Exception as e: + print("ERROR:", e) + #sys.exit(0) + # break + +url = 'https://play.afreecatv.com/fbalstjr1234/253965341' +asyncio.get_event_loop().run_until_complete(connect(url)) diff --git a/afreecaTV/afreecaTV_websocket_test.py b/afreecaTV/afreecaTV_websocket_test.py new file mode 100644 index 0000000..730b1d4 --- /dev/null +++ b/afreecaTV/afreecaTV_websocket_test.py @@ -0,0 +1,87 @@ +import json +import sys +import requests +import websocket +from functools import partial +import ssl + + +# 웹소켓 메시지 핸들러 정의 +def on_message(ws, message): + try: + msg_json = json.loads(message) + print(msg_json) + except json.JSONDecodeError: + print("메시지가 JSON 형식이 아닙니다.") + + +def on_error(ws, error): + print(f"Error: {error}") + + +def on_close(ws): + print("### Connection closed ###") + + +def on_open(ws, bj_live_status): + # 서버에 보낼 메시지를 JSON 형식으로 작성 + message = { + "SVC": "INIT_GW", + "RESULT": 0, + "DATA": { + "gate_ip": bj_live_status["GWIP"], + "gate_port": bj_live_status["GWPT"], + "broadno": bj_live_status["BNO"], + "category": bj_live_status["CATE"], + "fanticket": bj_live_status["FTK"], + "cookie": "", + "cli_type": 44, + "cc_cli_type": 19, + "QUALITY": "normal", + "guid": "9869C0818D31A268EC13D6711D070CA0", + "BJID": bj_live_status["BJID"], + # "addinfo": "ad_lang ko is_auto 0 ", + "JOINLOG": "log&uuid=cb2f85456a1844db7c6b5b99d618681e&geo_cc=KR&geo_rc=11&acpt_lang=ko_KR&svc_lang=ko_KR&os=mac&is_streamer=false&is_rejoin=false&is_auto=false&is_support_adaptive=false&uuid_3rd=cb2f85456a1844db7c6b5b99d618681e&subscribe=-1liveualog&is_clearmode=false&lowlatency=0", + "update_info": 0, + }, + } + + #print(message) + ws.send(json.dumps(message)) + print("Message sent to the server") + + +if __name__ == "__main__": + # bj_id 필요 + bj_id = ["dudadi770"] + live_status = {"bid": bj_id, "type": "live"} + # channel_id에 맞춰서 websocet chat domain을 구함 + bj_live_status = requests.post( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bj_id[0]}", + live_status, + ).json()["CHANNEL"] + print(bj_live_status) + # 'RESULT' is 1 when bj is live, and 0 when bj is off. + if not bj_live_status["RESULT"]: + print("RESULT is 0. BJ is not on live.") + sys.exit(0) + else: + chat_domain = bj_live_status["CHDOMAIN"] + + chat_wss_url = f"wss://{chat_domain}:8001/Websocket/{bj_id[0]}" + livestat_wss_url = f"wss://bridge.afreecatv.com/Websocket/{bj_id[0]}" + print(livestat_wss_url) + websocket.enableTrace(True) + + + # live status 가져오기 + sslopt = {"cert_reqs": ssl.CERT_NONE} # 인증서 검증 관련 test code + ws = websocket.WebSocketApp( + "wss://bridge.afreecatv.com/Websocket", + on_open=partial(on_open, bj_live_status=bj_live_status), + on_message=on_message, + on_error=on_error, + on_close=on_close, + ) + + ws.run_forever(sslopt=sslopt) From 73eba856a9fe786649224751d0731746f3c462c4 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 14 Feb 2024 09:07:06 +0900 Subject: [PATCH 011/249] [feat] : get live status of bj as test --- afreecaTV/afreecaTV_live.py | 87 +++++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 afreecaTV/afreecaTV_live.py diff --git a/afreecaTV/afreecaTV_live.py b/afreecaTV/afreecaTV_live.py new file mode 100644 index 0000000..b171dfa --- /dev/null +++ b/afreecaTV/afreecaTV_live.py @@ -0,0 +1,87 @@ +import requests +import time + +bjids = [ + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", + "ghkdud1617", + "legendhyuk", + "maruko86", + "ititit", + "zw1948zw", +] + +print(len(bjids)) +data = {"type": "live"} +# 시작 시간 기록 (현재 시간을 초 단위로 반환) +start_time = time.time() + + +for bjid in bjids: + data["bid"] = bjid + url = f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + # url = f"https://st.afreecatv.com/api/get_station_status.php?szBjId={bjid}" + res = requests.post(url, data) + print(len(res.text)) +# 여기에 시간이 걸리는 작업을 수행하세요. + +# 종료 시간 기록 +end_time = time.time() + +# 경과 시간 계산 (초 단위) +elapsed_time = end_time - start_time + +print(f"경과 시간: {elapsed_time} 초") From b051a3465b69373712f32088b325c54a9ccc5ca7 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 14 Feb 2024 13:43:12 +0900 Subject: [PATCH 012/249] [fix]: delete files by rebase mistake --- dataCollector/chzzk_chat_data.py | 73 ---------------------------- dataCollector/chzzk_live_status.py | 36 -------------- dataCollector/youtube_stream_chat.py | 33 ------------- 3 files changed, 142 deletions(-) delete mode 100644 dataCollector/chzzk_chat_data.py delete mode 100644 dataCollector/chzzk_live_status.py delete mode 100644 dataCollector/youtube_stream_chat.py diff --git a/dataCollector/chzzk_chat_data.py b/dataCollector/chzzk_chat_data.py deleted file mode 100644 index c13493c..0000000 --- a/dataCollector/chzzk_chat_data.py +++ /dev/null @@ -1,73 +0,0 @@ -import json -import sys -import requests -import websocket -from functools import partial - -# 웹소켓 메시지 핸들러 정의 -def on_message(ws, message): - try: - # 메시지 문자열에서 JSON 객체로 파싱 - msg_json = json.loads(message) - # 'bdy' 키가 있는지 확인하고, 리스트의 마지막 요소에서 'msg' 필드 추출 - if 'bdy' in msg_json and len(msg_json['bdy']) > 0: - # 마지막 메시지 객체 - last_msg_obj = msg_json['bdy'][-1] - # 'msg' 필드 값 추출 - if 'msg' in last_msg_obj: - last_msg = last_msg_obj['msg'] - print("가장 최근 메시지:", last_msg) - else: - print("마지막 메시지 객체에 'msg' 필드가 없습니다.") - else: - print("'bdy' 필드가 없거나 비어 있습니다.") - except json.JSONDecodeError: - print("메시지가 JSON 형식이 아닙니다.") - -def on_error(ws, error): - print(f"Error: {error}") - -def on_close(ws): - print("### Connection closed ###") - -def on_open(ws,cid, accTkn): - # 서버에 보낼 메시지를 JSON 형식으로 작성 - message = { - "ver": "2", - "cmd": 100, - "svcid": "game", - "cid": cid, - "tid": 1, - "bdy": { - "uid": None, - "devType": 2001, - "accTkn": accTkn, - "auth": "READ" - } - } - # JSON 객체를 문자열로 변환하여 서버에 보냄 - ws.send(json.dumps(message)) - print("Message sent to the server") - -if __name__ == "__main__": - # channel_id 필요 - channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] - # channel_id에 맞춰서 chat_channel_id를 구하고 - chat_channel_content=requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status").json()["content"] - if chat_channel_content["status"] == 'CLOSE': - print("status == CLOSE") - sys.exit(0) - else: - chat_channel_id = chat_channel_content["chatChannelId"] - # accTkn을 발급받아야한다. - access_token = requests.get(f"https://comm-api.game.naver.com/nng_main/v1/chats/access-token?channelId={chat_channel_id}&chatType=STREAMING").json()["content"]["accessToken"] - websocket.enableTrace(False) - # chating 가져오기 - ws = websocket.WebSocketApp("wss://kr-ss2.chat.naver.com/chat", - on_open=partial(on_open, cid=chat_channel_id, accTkn=access_token), - on_message=on_message, - on_error=on_error, - on_close=on_close) - - - ws.run_forever() diff --git a/dataCollector/chzzk_live_status.py b/dataCollector/chzzk_live_status.py deleted file mode 100644 index 93439d1..0000000 --- a/dataCollector/chzzk_live_status.py +++ /dev/null @@ -1,36 +0,0 @@ -import requests - -from selenium import webdriver -from selenium.webdriver.common.keys import Keys -from selenium.webdriver.common.by import By - - -channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] # 강퀴 - -# chzzk_url = 'https://chzzk.naver.com/live/' -# IF LIVE STREAM IS TRUE -# CHECK LIVE STREAM - plz code input iter-code -# res=requests.get(f'https://api.chzzk.naver.com/service/v1/channels/{streamer_uid[0]}') -# print(check_live) -res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status") -check_live = res.json() -print(check_live) - -# Crawling functions that operate asynchronously -# streaming data -# - viewers' participation: current_view_count, accumulated_views, -# - broadcast time and cycle: broadcast_time -# - viewer's change: broadcast_title, timestamp -# - game info: game_info - - -# async def chzzk_main(): -# driver = webdriver.Chrome() -# driver.get("http://www.python.org") -# assert "Python" in driver.title -# elem = driver.find_element(By.NAME, "q") -# elem.clear() -# elem.send_keys("pycon") -# elem.send_keys(Keys.RETURN) -# assert "No results found." not in driver.page_source -# driver.close() \ No newline at end of file diff --git a/dataCollector/youtube_stream_chat.py b/dataCollector/youtube_stream_chat.py deleted file mode 100644 index a28c712..0000000 --- a/dataCollector/youtube_stream_chat.py +++ /dev/null @@ -1,33 +0,0 @@ -# live chatting -# import pytchat -# -# live_chat = pytchat.create(video_id="AiqPgy9vnBk") -# -# while live_chat.is_alive(): -# for chat in live_chat.get().sync_items(): -# print(f"{chat.author.name}: {chat.message}") - -# from googleapiclient.discovery import build -# -# # API 정보 설정 -# api_key = 'api_key' -# youtube = build('youtube', 'v3', developerKey=api_key) -# -# # 비디오 ID 설정 (예: 'v=dQw4w9WgXcQ') -# video_id = 'vid' -# -# # YouTube Data API 호출 -# response = youtube.videos().list( -# part='snippet', -# id=video_id -# ).execute() -# -# # 응답에서 게임 정보 추출 -# for item in response.get('items', []): -# title = item['snippet']['title'] -# description = item['snippet']['description'] -# tags = item['snippet'].get('tags', []) -# -# print(f"Title: {title}") -# print(f"Description: {description}") -# print(f"Tags: {tags}") From f1f0579ab95b2269a8dc06cc6c7d84b6434c2dec Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 14 Feb 2024 13:44:49 +0900 Subject: [PATCH 013/249] [fix] : move files --- {afreecaTV => dataCollector/afreecaTV}/afreecaTV_chat_test.py | 0 {afreecaTV => dataCollector/afreecaTV}/afreecaTV_live.py | 0 .../afreecaTV}/afreecaTV_websocket_test.py | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename {afreecaTV => dataCollector/afreecaTV}/afreecaTV_chat_test.py (100%) rename {afreecaTV => dataCollector/afreecaTV}/afreecaTV_live.py (100%) rename {afreecaTV => dataCollector/afreecaTV}/afreecaTV_websocket_test.py (100%) diff --git a/afreecaTV/afreecaTV_chat_test.py b/dataCollector/afreecaTV/afreecaTV_chat_test.py similarity index 100% rename from afreecaTV/afreecaTV_chat_test.py rename to dataCollector/afreecaTV/afreecaTV_chat_test.py diff --git a/afreecaTV/afreecaTV_live.py b/dataCollector/afreecaTV/afreecaTV_live.py similarity index 100% rename from afreecaTV/afreecaTV_live.py rename to dataCollector/afreecaTV/afreecaTV_live.py diff --git a/afreecaTV/afreecaTV_websocket_test.py b/dataCollector/afreecaTV/afreecaTV_websocket_test.py similarity index 100% rename from afreecaTV/afreecaTV_websocket_test.py rename to dataCollector/afreecaTV/afreecaTV_websocket_test.py From fdb95577aa86ec91d179c84be3b464cff35caee2 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 14 Feb 2024 13:52:44 +0900 Subject: [PATCH 014/249] [fix] delete .idea --- .idea/workspace.xml | 34 ---------------------------------- 1 file changed, 34 deletions(-) delete mode 100644 .idea/workspace.xml diff --git a/.idea/workspace.xml b/.idea/workspace.xml deleted file mode 100644 index fbe4ddb..0000000 --- a/.idea/workspace.xml +++ /dev/null @@ -1,34 +0,0 @@ - - - - - - - - - - - - - - - - - - - - 1707885045639 - - - - \ No newline at end of file From 094eb37b55fce2fd286b88c2d84b27c4376800a0 Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Wed, 14 Feb 2024 17:34:56 +0900 Subject: [PATCH 015/249] [feat] write youtube api --- .../youtube/youtube_data_v3_test.ipynb | 799 ++++++++++++++++++ dataCollector/youtube/youtube_time_test.ipynb | 759 +++++++++++++++++ 2 files changed, 1558 insertions(+) create mode 100644 dataCollector/youtube/youtube_data_v3_test.ipynb create mode 100644 dataCollector/youtube/youtube_time_test.ipynb diff --git a/dataCollector/youtube/youtube_data_v3_test.ipynb b/dataCollector/youtube/youtube_data_v3_test.ipynb new file mode 100644 index 0000000..572a042 --- /dev/null +++ b/dataCollector/youtube/youtube_data_v3_test.ipynb @@ -0,0 +1,799 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "00beb10e-2716-4001-962a-98995dc8850d", + "metadata": {}, + "source": [ + "```python\n", + "pip install google-api-python-client\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "3701a403-5c9b-412a-b2bf-0779b2ee6219", + "metadata": {}, + "source": [ + "# 쿼리를 구성하여 특정 유형의 리소스만 검색" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "43d51be5-9651-4e64-96f8-760cf7f8aeca", + "metadata": {}, + "outputs": [], + "source": [ + "from googleapiclient.discovery import build\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ba0f010-fb7f-48b7-8a4e-015a06874296", + "metadata": {}, + "outputs": [], + "source": [ + "api_key = 'api_key'\n", + "youtube = build('youtube', 'v3', developerKey=api_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f2b8581d-053a-4ade-87e2-aa9a12bf2624", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.search().list(\n", + " part=\"snippet\",\n", + " maxResults=25,\n", + " q=\"하마\",\n", + " regionCode='kr'\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "af65e574-eefc-4e44-84e7-a3b1a23768f2", + "metadata": {}, + "outputs": [], + "source": [ + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "7dfaf39f-441b-47f9-954a-6e6bb39a90c4", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#commentThread',\n", + " 'etag': 'Zkg7mkg0YqBSX7gR-L7tU7lzj6Y',\n", + " 'id': 'Ugw96HK4_tdahmAtMMd4AaABAg',\n", + " 'snippet': {'channelId': 'UCsRIHt5FkbGc6cQtCxt-ufA',\n", + " 'videoId': 'e5CA9H0RkUU',\n", + " 'topLevelComment': {'kind': 'youtube#comment',\n", + " 'etag': '5BrcwVCtkU4P9mLScsvF8G-QaK0',\n", + " 'id': 'Ugw96HK4_tdahmAtMMd4AaABAg',\n", + " 'snippet': {'channelId': 'UCsRIHt5FkbGc6cQtCxt-ufA',\n", + " 'videoId': 'e5CA9H0RkUU',\n", + " 'textDisplay': '진짜 신서유기는 계속봐도 웃김 ㅋㅋㅋㅋㅋ',\n", + " 'textOriginal': '진짜 신서유기는 계속봐도 웃김 ㅋㅋㅋㅋㅋ',\n", + " 'authorDisplayName': '@user-ly7nh1ng3n',\n", + " 'authorProfileImageUrl': 'https://yt3.ggpht.com/_kAqzCtagVnAj-w4aIx_Uy-j-dEdUQUz2VHaSFj67iIofMjS2Y6-gYRmi5pyWa_yu2b4w8QBzQ=s48-c-k-c0x00ffffff-no-rj',\n", + " 'authorChannelUrl': 'http://www.youtube.com/channel/UCsfNh0eavc00uUOuJJH8QZg',\n", + " 'authorChannelId': {'value': 'UCsfNh0eavc00uUOuJJH8QZg'},\n", + " 'canRate': True,\n", + " 'viewerRating': 'none',\n", + " 'likeCount': 0,\n", + " 'publishedAt': '2024-01-26T16:55:40Z',\n", + " 'updatedAt': '2024-01-26T16:55:58Z'}},\n", + " 'canReply': True,\n", + " 'totalReplyCount': 0,\n", + " 'isPublic': True}}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response['items'][0]" + ] + }, + { + "cell_type": "markdown", + "id": "3e9a7a3f-b681-40ab-ba47-ddc7e60890dc", + "metadata": {}, + "source": [ + "# 코멘트 검색" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "24fb3183-ca3d-4052-b93d-3b4cbab59569", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.commentThreads().list(\n", + " part=\"snippet,replies\",\n", + " videoId=\"e5CA9H0RkUU\"\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "f45219ee-82e3-4e53-acfb-db8af824b53e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#commentThread',\n", + " 'etag': 'Zkg7mkg0YqBSX7gR-L7tU7lzj6Y',\n", + " 'id': 'Ugw96HK4_tdahmAtMMd4AaABAg',\n", + " 'snippet': {'channelId': 'UCsRIHt5FkbGc6cQtCxt-ufA',\n", + " 'videoId': 'e5CA9H0RkUU',\n", + " 'topLevelComment': {'kind': 'youtube#comment',\n", + " 'etag': '5BrcwVCtkU4P9mLScsvF8G-QaK0',\n", + " 'id': 'Ugw96HK4_tdahmAtMMd4AaABAg',\n", + " 'snippet': {'channelId': 'UCsRIHt5FkbGc6cQtCxt-ufA',\n", + " 'videoId': 'e5CA9H0RkUU',\n", + " 'textDisplay': '진짜 신서유기는 계속봐도 웃김 ㅋㅋㅋㅋㅋ',\n", + " 'textOriginal': '진짜 신서유기는 계속봐도 웃김 ㅋㅋㅋㅋㅋ',\n", + " 'authorDisplayName': '@user-ly7nh1ng3n',\n", + " 'authorProfileImageUrl': 'https://yt3.ggpht.com/_kAqzCtagVnAj-w4aIx_Uy-j-dEdUQUz2VHaSFj67iIofMjS2Y6-gYRmi5pyWa_yu2b4w8QBzQ=s48-c-k-c0x00ffffff-no-rj',\n", + " 'authorChannelUrl': 'http://www.youtube.com/channel/UCsfNh0eavc00uUOuJJH8QZg',\n", + " 'authorChannelId': {'value': 'UCsfNh0eavc00uUOuJJH8QZg'},\n", + " 'canRate': True,\n", + " 'viewerRating': 'none',\n", + " 'likeCount': 0,\n", + " 'publishedAt': '2024-01-26T16:55:40Z',\n", + " 'updatedAt': '2024-01-26T16:55:58Z'}},\n", + " 'canReply': True,\n", + " 'totalReplyCount': 0,\n", + " 'isPublic': True}}" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response['items'][0]" + ] + }, + { + "cell_type": "markdown", + "id": "ab353a1c-a9a6-485e-9bb7-d6c6ff7e59f6", + "metadata": {}, + "source": [ + "# 특정 video id 를 사용한 영상 정보 가져오기" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "4f0cb8a7-4ef5-41a1-8921-2520e5d6d532", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.videos().list(\n", + " part=\"snippet,contentDetails,statistics,liveStreamingDetails\",\n", + " id=\"ON6XV5YCCiI\"\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "b6260c91-a30b-4978-8ef8-b997a9488c60", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#video',\n", + " 'etag': 'DOjhHQtYeGo7PBT-1IaFCHSJpw0',\n", + " 'id': 'ON6XV5YCCiI',\n", + " 'snippet': {'publishedAt': '2023-11-25T07:38:49Z',\n", + " 'channelId': 'UCaKod3X1Tn4c7Ci0iUKcvzQ',\n", + " 'title': '[🔴LIVE] 🏃\\u200d♂️런닝맨 몰아보기🏃\\u200d♂️ | 📺스브스 런닝맨 실시간 스트리밍📢',\n", + " 'description': '런닝맨 ✨24시간 무한 스트리밍✨\\n달리고 달리고 또 달리고 끊임없이 달려..🏃\\u200d♂️🏃\\u200d♂️🏃\\u200d♂️\\n\\n⏰ 스트리밍 일정 : 11월 27일 00시 ~ \\n\\n#스브스 #스브스예능맛집 #런닝맨 #sbs #Runningman',\n", + " 'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/default_live.jpg',\n", + " 'width': 120,\n", + " 'height': 90},\n", + " 'medium': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/mqdefault_live.jpg',\n", + " 'width': 320,\n", + " 'height': 180},\n", + " 'high': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/hqdefault_live.jpg',\n", + " 'width': 480,\n", + " 'height': 360},\n", + " 'standard': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/sddefault_live.jpg',\n", + " 'width': 640,\n", + " 'height': 480},\n", + " 'maxres': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/maxresdefault_live.jpg',\n", + " 'width': 1280,\n", + " 'height': 720}},\n", + " 'channelTitle': '런닝맨 - 스브스 공식 채널',\n", + " 'tags': ['런닝맨',\n", + " '이광수',\n", + " '유재석',\n", + " '김종국',\n", + " '지석진',\n", + " '양세찬',\n", + " '송지효',\n", + " '하하',\n", + " '전소민',\n", + " '개리',\n", + " '강개리',\n", + " '예능',\n", + " 'RunningMan',\n", + " 'Runningman',\n", + " 'SBS',\n", + " 'sbs',\n", + " 'Entertainment',\n", + " 'running man',\n", + " 'runningman',\n", + " 'Kim Jong Kook',\n", + " 'Lee Kwang Soo',\n", + " 'Ji Seok Jin',\n", + " 'Yoo Jae Suk',\n", + " 'Song Ji Hyo',\n", + " 'Haha',\n", + " 'Gary',\n", + " 'Yang Se Chan',\n", + " 'Jeon So Min',\n", + " 'chạy đi chờ chi',\n", + " '에피소드',\n", + " '모음집',\n", + " '모음',\n", + " '이름표',\n", + " '이름표 떼기',\n", + " '레전드'],\n", + " 'categoryId': '24',\n", + " 'liveBroadcastContent': 'live',\n", + " 'defaultLanguage': 'ko',\n", + " 'localized': {'title': '[🔴LIVE] 🏃\\u200d♂️런닝맨 몰아보기🏃\\u200d♂️ | 📺스브스 런닝맨 실시간 스트리밍📢',\n", + " 'description': '런닝맨 ✨24시간 무한 스트리밍✨\\n달리고 달리고 또 달리고 끊임없이 달려..🏃\\u200d♂️🏃\\u200d♂️🏃\\u200d♂️\\n\\n⏰ 스트리밍 일정 : 11월 27일 00시 ~ \\n\\n#스브스 #스브스예능맛집 #런닝맨 #sbs #Runningman'},\n", + " 'defaultAudioLanguage': 'ko'},\n", + " 'contentDetails': {'duration': 'P0D',\n", + " 'dimension': '2d',\n", + " 'definition': 'sd',\n", + " 'caption': 'false',\n", + " 'licensedContent': True,\n", + " 'contentRating': {},\n", + " 'projection': 'rectangular'},\n", + " 'statistics': {'viewCount': '10780327',\n", + " 'likeCount': '21269',\n", + " 'favoriteCount': '0',\n", + " 'commentCount': '0'},\n", + " 'liveStreamingDetails': {'actualStartTime': '2023-11-27T00:55:35Z',\n", + " 'scheduledStartTime': '2023-11-26T15:00:00Z',\n", + " 'concurrentViewers': '5283',\n", + " 'activeLiveChatId': 'Cg0KC09ONlhWNVlDQ2lJKicKGFVDYUtvZDNYMVRuNGM3Q2kwaVVLY3Z6URILT042WFY1WUNDaUk'}}" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response['items'][0]" + ] + }, + { + "cell_type": "markdown", + "id": "961225ac-96e9-40b8-b8be-0623b5d8848b", + "metadata": {}, + "source": [ + "# 카테고리 확인" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "efb237b1-dd20-4ba1-94ee-ddc15f0a10d3", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.videoCategories().list(\n", + " part=\"snippet\",\n", + " regionCode=\"kr\"\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a2864d24-2db9-4721-b7a6-b6ddba355cc3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Film & Animation : 1\n", + "Autos & Vehicles : 2\n", + "Music : 10\n", + "Pets & Animals : 15\n", + "Sports : 17\n", + "Short Movies : 18\n", + "Travel & Events : 19\n", + "Gaming : 20\n", + "Videoblogging : 21\n", + "People & Blogs : 22\n", + "Comedy : 23\n", + "Entertainment : 24\n", + "News & Politics : 25\n", + "Howto & Style : 26\n", + "Education : 27\n", + "Science & Technology : 28\n", + "Movies : 30\n", + "Anime/Animation : 31\n", + "Action/Adventure : 32\n", + "Classics : 33\n", + "Comedy : 34\n", + "Documentary : 35\n", + "Drama : 36\n", + "Family : 37\n", + "Foreign : 38\n", + "Horror : 39\n", + "Sci-Fi/Fantasy : 40\n", + "Thriller : 41\n", + "Shorts : 42\n", + "Shows : 43\n", + "Trailers : 44\n" + ] + } + ], + "source": [ + "for i in response['items']:\n", + " print(i['snippet']['title'], \":\", i['id'])" + ] + }, + { + "cell_type": "markdown", + "id": "003b05c3-9482-4b76-bfc8-c0fad4077c2d", + "metadata": {}, + "source": [ + "# video 카테고리를 사용하여 가장 인기 많은 영상" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "86ed356e-b9c2-4f19-b71d-bac080ef1761", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.videos().list(\n", + " part=\"snippet,contentDetails,statistics\",\n", + " chart=\"mostPopular\",\n", + " regionCode=\"KR\",\n", + " videoCategoryId=\"20\"\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "0f22a2c7-92a1-4fb8-ac18-7d1d25c6040a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#video',\n", + " 'etag': 'B4Iyju846LbAbSurPkWXMCA794s',\n", + " 'id': 'hvZtcOdkizQ',\n", + " 'snippet': {'publishedAt': '2024-01-28T12:17:19Z',\n", + " 'channelId': 'UCw1DsweY9b2AKGjV4kGJP1A',\n", + " 'title': 'DRX vs BRO - HLE vs T1 | 2024 LCK 스프링 스플릿',\n", + " 'description': '#LCK #HouseofLegends \\n\\n✅ LIVE & LIVE VOD\\n- LoL e스포츠 홈페이지: https://lolesports.com/\\n- 네이버: https://sports.news.naver.com/esports/index.nhn\\n- 아프리카TV: http://bj.afreecatv.com/aflol\\n\\n✅ LCK 채널 구독 및 좋아요!\\n- LCK 공식 페이스북: https://www.facebook.com/officiallck\\n- LCK 공식 인스타그램: https://www.instagram.com/lckofficial/\\n- LCK 공식 틱톡 : https://tiktok.com/@lck_official\\n- LCK 공식 트위터 (영문): https://twitter.com/LCK\\n\\n* LCK 채널의 모든 영상은 라이엇 게임즈 코리아의 자산으로, 본 콘텐츠를 무단 복제, 도용하거나 상업적으로 이용하는 행위는 금지되며 이를 위반할 경우 관련법에 의거 법적 처벌을 받을 수 있음을 알려드립니다.',\n", + " 'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/hvZtcOdkizQ/default.jpg',\n", + " 'width': 120,\n", + " 'height': 90},\n", + " 'medium': {'url': 'https://i.ytimg.com/vi/hvZtcOdkizQ/mqdefault.jpg',\n", + " 'width': 320,\n", + " 'height': 180},\n", + " 'high': {'url': 'https://i.ytimg.com/vi/hvZtcOdkizQ/hqdefault.jpg',\n", + " 'width': 480,\n", + " 'height': 360},\n", + " 'standard': {'url': 'https://i.ytimg.com/vi/hvZtcOdkizQ/sddefault.jpg',\n", + " 'width': 640,\n", + " 'height': 480},\n", + " 'maxres': {'url': 'https://i.ytimg.com/vi/hvZtcOdkizQ/maxresdefault.jpg',\n", + " 'width': 1280,\n", + " 'height': 720}},\n", + " 'channelTitle': 'LCK',\n", + " 'tags': ['LCK',\n", + " 'LCK Korea',\n", + " '롤챔스',\n", + " '티원',\n", + " '에욱',\n", + " 'SNL',\n", + " 'LCK썸네일',\n", + " '편집자',\n", + " '스크',\n", + " 'T1',\n", + " 'SKT',\n", + " 'skt',\n", + " 't1',\n", + " '썸네일',\n", + " 'DK',\n", + " 'GEN',\n", + " 'DRX',\n", + " 'KT',\n", + " 'HLE',\n", + " 'POG',\n", + " 'MVP',\n", + " 'WORLDS',\n", + " '롤드컵',\n", + " 'MSI',\n", + " 'ALLSTAR',\n", + " 'lck 서머',\n", + " 'lck 썸머',\n", + " 'lck 써머',\n", + " 'lck 스프링',\n", + " 'lck summer',\n", + " 'lck spring',\n", + " 'LSB',\n", + " 'NS',\n", + " '한화생명',\n", + " '농심',\n", + " '케이티',\n", + " '젠지',\n", + " '아프리카',\n", + " '담원',\n", + " '브리온',\n", + " 'Brion',\n", + " 'BRO',\n", + " '므시',\n", + " '올스타',\n", + " '매드무비',\n", + " '위클리 코맨터리',\n", + " 'MIC Check',\n", + " 'MIC 첵',\n", + " '롤분토론',\n", + " '동준좌',\n", + " '클템',\n", + " '성캐',\n", + " '위클리 매드무비',\n", + " '전프시',\n", + " '오프더레코드',\n", + " '월드챔피언십',\n", + " '단톡',\n", + " '롤더넥',\n", + " '마이크체크',\n", + " '광동',\n", + " '광동프릭스',\n", + " 'KDF',\n", + " 'Kwangdong Freecs',\n", + " '베스트모먼트',\n", + " '롤리나잇',\n", + " '레알클래스',\n", + " '성캐쇼',\n", + " 'LCK10주년',\n", + " '혓바닥터스',\n", + " '헬리오스',\n", + " '캡틴잭',\n", + " '빠른별',\n", + " '샤이',\n", + " '리브샌박',\n", + " '디플러스 기아',\n", + " '디플',\n", + " '플레임',\n", + " '시크릿보드룸',\n", + " '단군',\n", + " '리뷰데스크',\n", + " '포니',\n", + " '꼬꼬갓',\n", + " '고수진',\n", + " '배혜지',\n", + " '함예진',\n", + " '윤수빈',\n", + " '2023LCK',\n", + " '2023롤챔스',\n", + " '노페',\n", + " '후니',\n", + " '박진영'],\n", + " 'categoryId': '20',\n", + " 'liveBroadcastContent': 'none',\n", + " 'defaultLanguage': 'ko',\n", + " 'localized': {'title': 'DRX vs BRO - HLE vs T1 | 2024 LCK 스프링 스플릿',\n", + " 'description': '#LCK #HouseofLegends \\n\\n✅ LIVE & LIVE VOD\\n- LoL e스포츠 홈페이지: https://lolesports.com/\\n- 네이버: https://sports.news.naver.com/esports/index.nhn\\n- 아프리카TV: http://bj.afreecatv.com/aflol\\n\\n✅ LCK 채널 구독 및 좋아요!\\n- LCK 공식 페이스북: https://www.facebook.com/officiallck\\n- LCK 공식 인스타그램: https://www.instagram.com/lckofficial/\\n- LCK 공식 틱톡 : https://tiktok.com/@lck_official\\n- LCK 공식 트위터 (영문): https://twitter.com/LCK\\n\\n* LCK 채널의 모든 영상은 라이엇 게임즈 코리아의 자산으로, 본 콘텐츠를 무단 복제, 도용하거나 상업적으로 이용하는 행위는 금지되며 이를 위반할 경우 관련법에 의거 법적 처벌을 받을 수 있음을 알려드립니다.'},\n", + " 'defaultAudioLanguage': 'en'},\n", + " 'contentDetails': {'duration': 'PT5H59M35S',\n", + " 'dimension': '2d',\n", + " 'definition': 'hd',\n", + " 'caption': 'false',\n", + " 'licensedContent': True,\n", + " 'contentRating': {},\n", + " 'projection': 'rectangular'},\n", + " 'statistics': {'viewCount': '1974895',\n", + " 'favoriteCount': '0',\n", + " 'commentCount': '79'}}" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response['items'][0]" + ] + }, + { + "cell_type": "markdown", + "id": "d06a6a09-4db4-4e4b-a344-b0e43d32c4e5", + "metadata": {}, + "source": [ + "# live인 방송만 뽑아오기" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a8b13d06-1bee-4f03-baf7-047f3c858989", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\PC\\AppData\\Local\\Temp\\ipykernel_17560\\2446556752.py:2: DeprecationWarning: \n", + "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n", + "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n", + "but was not found to be installed on your system.\n", + "If this would cause problems for you,\n", + "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n", + " \n", + " import pandas as pd\n" + ] + } + ], + "source": [ + "from googleapiclient.discovery import build\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "6569bba1-2621-489d-b6d4-61b789090902", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.search().list(\n", + " part=\"snippet\",\n", + " eventType=\"live\",\n", + " maxResults=25,\n", + " # videoCategoryId=20,\n", + " regionCode='KR',\n", + " type=\"video\"\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "35ec5844-8461-4ac7-87ba-6f3e319cbe8e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#searchResult',\n", + " 'etag': '653UrlbMJyDV22-R10EmPjqpBz8',\n", + " 'id': {'kind': 'youtube#video', 'videoId': 'I4bDgYHmw_0'},\n", + " 'snippet': {'publishedAt': '2024-01-29T04:58:16Z',\n", + " 'channelId': 'UCcQTRi69dsVYHN3exePtZ1A',\n", + " 'title': '[🔴이슈] 가자전쟁 후 첫 미군 사망…이란 "우리와 무관" vs 바이든 "보복하겠다" 선언/중동 전면전 확대 가능성도/2024년 1월 29일(월)/KBS',\n", + " 'description': '가자지구 전쟁 발발 이후 긴장이 고조되던 중동에서 미군이 처음으로 적의 공격에 사망하는 일이 발생했습니다. 미국에서 강력한 보복 ...',\n", + " 'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/I4bDgYHmw_0/default_live.jpg',\n", + " 'width': 120,\n", + " 'height': 90},\n", + " 'medium': {'url': 'https://i.ytimg.com/vi/I4bDgYHmw_0/mqdefault_live.jpg',\n", + " 'width': 320,\n", + " 'height': 180},\n", + " 'high': {'url': 'https://i.ytimg.com/vi/I4bDgYHmw_0/hqdefault_live.jpg',\n", + " 'width': 480,\n", + " 'height': 360}},\n", + " 'channelTitle': 'KBS News',\n", + " 'liveBroadcastContent': 'live',\n", + " 'publishTime': '2024-01-29T04:58:16Z'}}" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response['items'][0]" + ] + }, + { + "cell_type": "markdown", + "id": "7b7a0bdf-6085-4afd-be2b-fe966ce4ed2d", + "metadata": {}, + "source": [ + "# 특정 채널 ID를 가지고 있으면 live 추적 가능" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "ee4d62f6-96c8-4a18-b163-8a79ce9b5c38", + "metadata": {}, + "outputs": [], + "source": [ + "request = youtube.search().list(\n", + " part=\"snippet\",\n", + " eventType=\"live\",\n", + " maxResults=25,\n", + " regionCode='KR',\n", + " type=\"video\",\n", + " channelId='UCaKod3X1Tn4c7Ci0iUKcvzQ'\n", + ")\n", + "response = request.execute()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "f2dd8b3a-06f5-429c-bcb0-dac03591973f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#searchListResponse',\n", + " 'etag': 'ttmsTFJ4chnZlIiaDfAQQ-6SVTs',\n", + " 'regionCode': 'KR',\n", + " 'pageInfo': {'totalResults': 1, 'resultsPerPage': 1},\n", + " 'items': [{'kind': 'youtube#searchResult',\n", + " 'etag': 'lb-xm7ZqOlpA-nC7bCYRUdrOanc',\n", + " 'id': {'kind': 'youtube#video', 'videoId': 'ON6XV5YCCiI'},\n", + " 'snippet': {'publishedAt': '2023-11-25T07:38:49Z',\n", + " 'channelId': 'UCaKod3X1Tn4c7Ci0iUKcvzQ',\n", + " 'title': '[🔴LIVE] 🏃\\u200d♂️런닝맨 몰아보기🏃\\u200d♂️ | 📺스브스 런닝맨 실시간 스트리밍📢',\n", + " 'description': '런닝맨 ✨24시간 무한 스트리밍✨ 달리고 달리고 또 달리고 끊임없이 달려.. \\u200d♂️ \\u200d♂️ \\u200d♂️ ⏰ 스트리밍 일정 : 11월 27일 00시 ...',\n", + " 'thumbnails': {'default': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/default_live.jpg',\n", + " 'width': 120,\n", + " 'height': 90},\n", + " 'medium': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/mqdefault_live.jpg',\n", + " 'width': 320,\n", + " 'height': 180},\n", + " 'high': {'url': 'https://i.ytimg.com/vi/ON6XV5YCCiI/hqdefault_live.jpg',\n", + " 'width': 480,\n", + " 'height': 360}},\n", + " 'channelTitle': '런닝맨 - 스브스 공식 채널',\n", + " 'liveBroadcastContent': 'live',\n", + " 'publishTime': '2023-11-25T07:38:49Z'}}]}" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response" + ] + }, + { + "cell_type": "markdown", + "id": "2898219c-c4f0-41ce-bc87-7946bdc363c6", + "metadata": {}, + "source": [ + "# 채널 정보" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "827ce6e6-15f7-471f-9c28-e241289c38e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kind': 'youtube#channelListResponse',\n", + " 'etag': 'rIqEixEUzlTahbpRQ_LO4K3H4f8',\n", + " 'pageInfo': {'totalResults': 1, 'resultsPerPage': 5},\n", + " 'items': [{'kind': 'youtube#channel',\n", + " 'etag': 'xoSAU6HG_UEqKgGdBPLvZ_zqH3g',\n", + " 'id': 'UCaKod3X1Tn4c7Ci0iUKcvzQ',\n", + " 'snippet': {'title': '런닝맨 - 스브스 공식 채널',\n", + " 'description': 'SBS Running Man은 SBS [런닝맨] 공식 예능 스튜디오 입니다.\\n런닝맨에서 나왔던 화제있는 장면을 모아 구성한 [예능맛ZIP], 그리고 런닝맨 통해 선보였던\\n다양한 케미를 자랑하는 [케미 모음ZIP] 까지! 구독자분들이 웃음없이 볼 수 없는 다양한 contents로 찾아 뵙겠습니다.\\nSBS Running Man 의 많은 사랑 부탁드립니다.\\n\\n▶ Partnership & Sales inquiry: contentspartner@sbs.co.kr\\nⓒSBS. Corp ALL RIGHTS RESERVED',\n", + " 'customUrl': '@sbsrunningman',\n", + " 'publishedAt': '2011-03-22T03:58:14Z',\n", + " 'thumbnails': {'default': {'url': 'https://yt3.ggpht.com/w_-LFDAZ6IuoN2cAETzjXALif41WE9uv0SxWQyViV1vb1xb7TJ51o8GBqg_1tl6tXm9DaDpKmw=s88-c-k-c0x00ffffff-no-rj',\n", + " 'width': 88,\n", + " 'height': 88},\n", + " 'medium': {'url': 'https://yt3.ggpht.com/w_-LFDAZ6IuoN2cAETzjXALif41WE9uv0SxWQyViV1vb1xb7TJ51o8GBqg_1tl6tXm9DaDpKmw=s240-c-k-c0x00ffffff-no-rj',\n", + " 'width': 240,\n", + " 'height': 240},\n", + " 'high': {'url': 'https://yt3.ggpht.com/w_-LFDAZ6IuoN2cAETzjXALif41WE9uv0SxWQyViV1vb1xb7TJ51o8GBqg_1tl6tXm9DaDpKmw=s800-c-k-c0x00ffffff-no-rj',\n", + " 'width': 800,\n", + " 'height': 800}},\n", + " 'defaultLanguage': 'ko',\n", + " 'localized': {'title': '런닝맨 - 스브스 공식 채널',\n", + " 'description': 'SBS Running Man은 SBS [런닝맨] 공식 예능 스튜디오 입니다.\\n런닝맨에서 나왔던 화제있는 장면을 모아 구성한 [예능맛ZIP], 그리고 런닝맨 통해 선보였던\\n다양한 케미를 자랑하는 [케미 모음ZIP] 까지! 구독자분들이 웃음없이 볼 수 없는 다양한 contents로 찾아 뵙겠습니다.\\nSBS Running Man 의 많은 사랑 부탁드립니다.\\n\\n▶ Partnership & Sales inquiry: contentspartner@sbs.co.kr\\nⓒSBS. Corp ALL RIGHTS RESERVED'},\n", + " 'country': 'KR'},\n", + " 'contentDetails': {'relatedPlaylists': {'likes': '',\n", + " 'uploads': 'UUaKod3X1Tn4c7Ci0iUKcvzQ'}},\n", + " 'statistics': {'viewCount': '5320487316',\n", + " 'subscriberCount': '3180000',\n", + " 'hiddenSubscriberCount': False,\n", + " 'videoCount': '55928'}}]}" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "request = youtube.channels().list(\n", + " part=\"snippet,contentDetails,statistics\",\n", + " id=\"UCaKod3X1Tn4c7Ci0iUKcvzQ\"\n", + ")\n", + "response = request.execute()\n", + "\n", + "response" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cc7547ab-c1c5-4e40-a02c-131811d36d71", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/dataCollector/youtube/youtube_time_test.ipynb b/dataCollector/youtube/youtube_time_test.ipynb new file mode 100644 index 0000000..63d1986 --- /dev/null +++ b/dataCollector/youtube/youtube_time_test.ipynb @@ -0,0 +1,759 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "b21bd9db-6c94-4d71-b5b0-7be0288930f7", + "metadata": {}, + "outputs": [], + "source": [ + "from googleapiclient.discovery import build\n", + "import pandas as pd\n", + "import time\n", + "from datetime import datetime" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "73d904b1-4ce4-4dad-b5c2-dca99552d7c7", + "metadata": {}, + "outputs": [], + "source": [ + "api_key = 'api_key'\n", + "youtube = build('youtube', 'v3', developerKey=api_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "857b4212-b4e3-48bd-b506-0e7e1e002360", + "metadata": {}, + "outputs": [], + "source": [ + "def test_time(num):\n", + " df = pd.DataFrame(columns = ['id', 'time', 'viewer_num'])\n", + " now = datetime.now()\n", + " \n", + " # 지금 라이브하고 있는 방송 목록\n", + " request = youtube.search().list(\n", + " part=\"snippet\",\n", + " eventType=\"live\",\n", + " maxResults=num,\n", + " # videoCategoryId=20,\n", + " regionCode='KR',\n", + " type=\"video\"\n", + " )\n", + " response = request.execute()\n", + "\n", + " channel_list = []\n", + " for item in response['items']:\n", + " channel_list.append(item['snippet']['channelId'])\n", + "\n", + " # 방송 목록 서치 및 각 영상의 정보 추출\n", + " l_ts = time.time()\n", + " for channel in channel_list:\n", + " request = youtube.search().list(\n", + " part=\"snippet\",\n", + " eventType=\"live\",\n", + " maxResults=25,\n", + " regionCode='KR',\n", + " type=\"video\",\n", + " \n", + " )\n", + " ch_response = request.execute()\n", + " video_id = ch_response['items'][0]['id']['videoId']\n", + "\n", + " request = youtube.videos().list(\n", + " part=\"snippet,contentDetails,statistics,liveStreamingDetails\",\n", + " id = video_id\n", + " )\n", + " \n", + " response = request.execute()\n", + " item = response['items'][0]\n", + " # concurrentViewers가 없다고 에러가 나서 추가\n", + " # 그 뒤로는 에러가 난 적이 없어서 어떤 상황인지 아직 찾지 못했음.\n", + " if item['liveStreamingDetails']['concurrentViewers']:\n", + " df.loc[len(df)] = [video_id, now.strftime('%Y-%m-%d %H:%M'), item['liveStreamingDetails']['concurrentViewers']]\n", + " else:\n", + " print(item)\n", + "\n", + " \n", + " l_ts = time.time() - l_ts\n", + " print(l_ts)\n", + "\n", + " return df" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "399bd60e-295c-471b-90b1-6347b26e655a", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.071439266204834\n" + ] + }, + { + "data": { + "text/html": [ + "
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" \n", + " channelId = channel\n", " )\n", " ch_response = request.execute()\n", " video_id = ch_response['items'][0]['id']['videoId']\n", From 7cc2cadfbda4d48876ab059a8810cd2c04686379 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 15 Feb 2024 14:59:29 +0900 Subject: [PATCH 017/249] [feat] get_streamerid --- dataCollector/chzzk/chzzk_live_status.py | 4 ++- dataCollector/chzzk/get_chzzk_streamerid.py | 34 +++++++++++++++++++++ 2 files changed, 37 insertions(+), 1 deletion(-) create mode 100644 dataCollector/chzzk/get_chzzk_streamerid.py diff --git a/dataCollector/chzzk/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py index 93439d1..b9bb1c5 100644 --- a/dataCollector/chzzk/chzzk_live_status.py +++ b/dataCollector/chzzk/chzzk_live_status.py @@ -1,11 +1,12 @@ import requests +import json from selenium import webdriver from selenium.webdriver.common.keys import Keys from selenium.webdriver.common.by import By -channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] # 강퀴 +channel_id = ['153f28bc51764c3b03d34ea06492f727'] # chzzk_url = 'https://chzzk.naver.com/live/' # IF LIVE STREAM IS TRUE @@ -15,6 +16,7 @@ res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status") check_live = res.json() print(check_live) +print(json.dumps(check_live,indent=4,ensure_ascii=False)) # Crawling functions that operate asynchronously # streaming data diff --git a/dataCollector/chzzk/get_chzzk_streamerid.py b/dataCollector/chzzk/get_chzzk_streamerid.py new file mode 100644 index 0000000..8959471 --- /dev/null +++ b/dataCollector/chzzk/get_chzzk_streamerid.py @@ -0,0 +1,34 @@ +from selenium import webdriver +from bs4 import BeautifulSoup +import time + +name_list = ["한동숙입니다", "울프Wolf", "녹두로로", "이춘향이오", "풍월량월풍월량", "찐짜탬탬버린", "랄로10", "삼식123", "괴물쥐", "핫다주", "김뚜띠2", "따효니DDaHyoNi", "강퀴88", "파카", "옥냥이RoofTopCat", "김도KimDoe", "지누", "피닉스박", "죠니월드", "플러리", "러너Runner", "아야츠노유니본인", "아이리칸나에요"] + +base_url = "https://chzzk.naver.com/search?query=" + +# Selenium 웹드라이버 실행 +driver = webdriver.Chrome() + +for name in name_list: + url = base_url + name + + # 웹 페이지 열기 + driver.get(url) + time.sleep(2) + # 웹 페이지 소스 가져오기 + html = driver.page_source + + # BeautifulSoup으로 파싱 + soup = BeautifulSoup(html, 'html.parser') + + # XPath에 해당하는 요소 찾기 + element = soup.select_one('html > body > div:nth-of-type(1) > div > div:nth-of-type(4) > div > section > section:nth-of-type(1) > div:nth-of-type(1) > div:nth-of-type(1) > a:nth-of-type(1)') + + if element: + id_value = element['href'] + print(name, id_value) + else: + print(name, "ID를 찾을 수 없습니다.") + +# Selenium 웹드라이버 종료 +driver.quit() From 8ef94126057958bd8f799f2eccc05bbfe3daf4fe Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 15 Feb 2024 16:05:37 +0900 Subject: [PATCH 018/249] [feat] get_gameid --- dataCollector/chzzk/game_list.py | 300 +++++++++++++++++++++++++++++++ 1 file changed, 300 insertions(+) create mode 100644 dataCollector/chzzk/game_list.py diff --git a/dataCollector/chzzk/game_list.py b/dataCollector/chzzk/game_list.py new file mode 100644 index 0000000..064282f --- /dev/null +++ b/dataCollector/chzzk/game_list.py @@ -0,0 +1,300 @@ +games = ['Counter-Strike 2', + 'Palworld', + 'Dota 2', + 'Source SDK Base 2007', + 'HELLDIVERS™ 2', + 'Apex Legends', + "Baldur's Gate 3", + 'Grand Theft Auto V', + 'Call of Duty®', + 'PUBG: BATTLEGROUNDS', + "Tom Clancy's Rainbow Six Siege", + 'Rust', + 'Warframe', + 'War Thunder', + 'Team Fortress 2', + 'Wallpaper Engine', + 'Football Manager 2024', + 'Granblue Fantasy: Relink', + 'Enshrouded', + 'Unturned', + 'Lost Ark', + 'Lethal Company', + 'EA SPORTS FC™ 24', + 'ELDEN RING', + 'MIR4', + 'NARAKA: BLADEPOINT', + 'DayZ', + "Sid Meier's Civilization VI", + 'Red Dead Redemption 2', + 'Overwatch® 2', + 'Destiny 2', + 'Governor of Poker 3', + 'Stardew Valley', + 'Terraria', + 'The Sims™ 4', + 'Cyberpunk 2077', + 'Geometry Dash', + 'Hearts of Iron IV', + 'FINAL FANTASY XIV Online', + 'Rocket League', + 'Yu-Gi-Oh! Master Duel', + 'Project Zomboid', + 'VRChat', + 'The Elder Scrolls V: Skyrim Special Edition', + 'Monster Hunter: World', + 'Spacewar', + 'Dead by Daylight', + 'Black Desert', + 'Persona 3 Reload', + 'PAYDAY 2', + 'THE FINALS', + 'TEKKEN 8', + 'Palworld Dedicated Server', + "Hero's Land", + 'Euro Truck Simulator 2', + '7 Days to Die', + 'ARK: Survival Evolved', + 'Left 4 Dead 2', + 'RimWorld', + 'Path of Exile', + "Garry's Mod", + 'The Binding of Isaac: Rebirth', + 'Valheim', + 'Brawlhalla', + 'Farming Simulator 22', + 'ARK: Survival Ascended', + 'SMITE', + 'Fallout 4', + "Sid Meier's Civilization V", + 'Crosshair X', + 'Last Epoch', + 'Total War: WARHAMMER III', + 'Age of Empires II: Definitive Edition', + 'Crusader Kings III', + 'Soundpad', + 'Mount & Blade II: Bannerlord', + 'Europa Universalis IV', + 'Cookie Clicker', + 'Bloons TD 6', + 'The Elder Scrolls Online', + 'BeamNG.drive', + 'Dead Island Riptide Definitive Edition', + 'New World', + 'Factorio', + 'Like a Dragon: Infinite Wealth', + "Don't Starve Together", + 'tModLoader', + 'Football Manager 2023', + 'Phasmophobia', + 'Hogwarts Legacy', + 'Stellaris', + 'The Witcher 3: Wild Hunt', + 'Battlefield™ V', + 'Arma 3', + 'Summoners War', + 'Assetto Corsa', + 'SCUM', + 'Fallout 76', + 'Persona 5 Royal', + 'Microsoft Flight Simulator', + 'Squad', + 'Hunt: Showdown', + 'Slay the Spire', + 'Sea of Thieves', + 'American Truck Simulator', + 'Albion Online', + 'Risk of Rain 2', + 'Battlefield™ 2042', + 'Satisfactory', + 'Forza Horizon 5', + 'eFootball™ 2024', + 'Conan Exiles', + 'OBS Studio', + 'Deep Rock Galactic', + 'Counter-Strike', + 'Madden NFL 24', + 'VPet', + 'Diablo® IV', + 'VTube Studio', + 'Age of Empires IV: Anniversary Edition', + 'Hell Let Loose', + 'Cities: Skylines', + 'Legends of Idleon MMO', + 'DARK SOULS™ III', + 'Paladins', + 'Blender', + 'Starfield', + 'Halo: The Master Chief Collection', + 'Ready or Not', + 'NBA 2K24', + 'Street Fighter™ 6', + 'Magic: The Gathering Arena', + 'People Playground', + 'MARVEL SNAP', + 'Halo Infinite', + 'Stumble Guys', + 'MapleStory', + 'EA SPORTS™ FIFA 23', + 'Russian Fishing 4', + 'Undisputed', + 'Melvor Idle', + 'World of Warships', + 'Oxygen Not Included', + 'Crab Game', + 'Victoria 3', + 'Hades', + 'Dyson Sphere Program', + 'YoloMouse', + 'Call of Duty: Black Ops III', + 'Limbus Company', + 'Battlefield 1 ™', + 'NBA 2K23', + 'World of Tanks Blitz', + 'MONSTER HUNTER RISE', + 'Hollow Knight', + 'Subnautica', + 'Fallout: New Vegas', + 'Farlight 84', + 'Kenshi', + 'Aimlabs', + 'Cities: Skylines II', + 'Sons Of The Forest', + 'Total War: ROME II - Emperor Edition', + 'DARK SOULS™: REMASTERED', + 'It Takes Two', + 'STAR WARS™: The Old Republic™', + 'Poppy Playtime', + 'Resident Evil 4', + 'Among Us', + 'Divinity: Original Sin 2', + 'Unnamed Space Idle', + 'NGU IDLE', + 'Space Engineers', + '雀魂麻将(MahjongSoul)', + 'Vampire Survivors', + 'Warhammer 40,000: Darktide', + 'Idle Champions of the Forgotten Realms', + 'Crossout', + 'Shop Titans', + 'Yu-Gi-Oh! Duel Links', + "No Man's Sky", + 'Football Manager 2022', + 'Grand Theft Auto IV: The Complete Edition', + 'GrandChase', + 'Aseprite', + 'Raft', + 'Tabletop Simulator', + 'Batman™: Arkham Knight', + 'Age of Empires III: Definitive Edition', + 'For Honor', + 'Total War: THREE KINGDOMS', + 'XCOM 2', + 'Total War: MEDIEVAL II - Definitive Edition', + 'Crosshair V2', + 'Guild Wars 2', + 'FIFA 22', + 'Cult of the Lamb', + 'The Isle', + 'Sekiro™: Shadows Die Twice', + 'ヘブンバーンズレッド', + 'SCP: Secret Laboratory', + 'Crush Crush', + 'Timberborn', + '小黑盒加速器', + 'God of War', + 'ARMORED CORE™ VI FIRES OF RUBICON™', + 'Party Animals', + 'BattleBit Remastered', + 'SnowRunner', + 'Cell to Singularity - Evolution Never Ends', + 'Elite Dangerous', + 'Summoners War: Chronicles', + 'RuneScape', + 'Age of Empires II (2013)', + 'theHunter: Call of the Wild™', + 'Brotato', + 'Against the Storm', + 'Yakuza: Like a Dragon', + 'Days Gone', + 'Mass Effect™ Legendary Edition', + 'ULTRAKILL', + 'The Forest', + 'RISK: Global Domination', + 'Dying Light', + 'Tap Ninja', + 'Counter-Strike: Source', + 'Dying Light 2', + 'MX Bikes', + 'Farmer Against Potatoes Idle', + 'Warhammer 40,000: Rogue Trader', + 'Goose Goose Duck', + 'Plants vs. Zombies: Game of the Year', + 'Clicker Heroes', + 'EVE Online', + 'Horizon Zero Dawn™ Complete Edition', + 'Red Dead Online', + 'Wallpaper Alive', + 'FINAL FANTASY VII REMAKE INTERGRADE', + 'DAVE THE DIVER', + 'Total War: EMPIRE - Definitive Edition', + 'Medieval Dynasty', + 'Broken Arrow Playtest', + 'DEAD OR ALIVE Xtreme Venus Vacation', + 'Planet Zoo', + 'F1® 23', + 'World of Tanks', + 'Lost Light', + 'Borderlands 3', + 'Yakuza 0', + 'Mount & Blade: Warband', + 'Total War: SHOGUN 2', + 'V Rising', + 'Teardown', + '鬼谷八荒 Tale of Immortal', + 'ShareX', + 'Company of Heroes 2', + 'Total War: WARHAMMER II', + 'Anno 1800', + 'Fishing Planet', + 'Forza Horizon 4', + 'Coral Island', + 'STAR WARS Jedi: Survivor™', + 'Grim Dawn', + 'Backpack Battles Demo', + 'Crusader Kings II', + 'Borderlands 2', + "DEATH STRANDING DIRECTOR'S CUT", + 'OVR Advanced Settings', + "Tom Clancy's The Division 2", + 'Rec Room', + 'Farming Simulator 19', + 'Kingdom Come: Deliverance', + 'HITMAN 3', + "Assassin's Creed Odyssey", + 'Pathfinder: Wrath of the Righteous - Enhanced Edition', + 'CarX Drift Racing Online', + 'Darkest Dungeon®', + "Dragon's Dogma: Dark Arisen", + 'Age of Mythology: Extended Edition', + 'STAR WARS™ Empire at War: Gold Pack', + 'DARK SOULS™ II: Scholar of the First Sin', + 'Phantasy Star Online 2 New Genesis', + 'METAL GEAR SOLID V: THE PHANTOM PAIN', + 'Suicide Squad: Kill the Justice League', + 'Combat Master', + 'ASTLIBRA ～生きた証～ Revision', + 'Marvel’s Spider-Man Remastered', + 'Transport Fever 2', + 'Stormworks: Build and Rescue', + 'Persona 4 Golden', + 'STALCRAFT', + 'The Elder Scrolls V: Skyrim', + 'Escape the Backrooms', + 'Overcooked! 2', + 'My Time at Sandrock', + 'Assetto Corsa Competizione', + 'Deep Rock Galactic: Survivor', + 'Need for Speed™ Heat', + 'Tomb Raider I-III Remastered Starring Lara Croft', + 'Battlefield 4™'] \ No newline at end of file From 786d402b929c72a1455bcf55c989793e50f9167f Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 15 Feb 2024 16:05:41 +0900 Subject: [PATCH 019/249] [feat] get_gameid --- dataCollector/chzzk/get_chzzk_gameid.py | 44 +++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 dataCollector/chzzk/get_chzzk_gameid.py diff --git a/dataCollector/chzzk/get_chzzk_gameid.py b/dataCollector/chzzk/get_chzzk_gameid.py new file mode 100644 index 0000000..f0620d3 --- /dev/null +++ b/dataCollector/chzzk/get_chzzk_gameid.py @@ -0,0 +1,44 @@ +import time +from selenium import webdriver +from bs4 import BeautifulSoup +from game_list import games +import pandas as pd + + +# get steam game id top 100 +game_list = games +# test game_list +# game_list = ['마인크래프트','타르코프','리그오브레전드','펠월드','리썰컴퍼니'] + +chzzk_game_tags = [] +base_url = "https://chzzk.naver.com/search?query=" +driver = webdriver.Chrome() + + +# 자동완성 xpath +# /html/body/div[1]/div/div[3]/div[1]/div/ul/li[1]/a/span[2] + +for game in game_list: + url = base_url + game + driver.get(url) + time.sleep(2) + # 페이지 소스 가져오기 및 BeautifulSoup 객체 생성 + html = driver.page_source + soup = BeautifulSoup(html, 'html.parser') + + # 'video_card_category__xQ15T' 클래스를 가진 span 태그 찾기 + span_element = soup.find('span', class_='video_card_category__xQ15T') + + # span 요소의 존재 여부 확인 + if span_element: + game_name = span_element.text + chzzk_game_tags.append(game_name) + else: + pass +driver.quit() + +# to CSV +df = pd.DataFrame({"game_id": game_list, + "chzzk_game_id": chzzk_game_tags}) + +df.to_csv("game_list.csv",encoding='utf-8') \ No newline at end of file From be3223b7edd6aa28603757d17120afe377c28a21 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 15 Feb 2024 19:14:04 +0900 Subject: [PATCH 020/249] [feat] get_gameid --- dataCollector/chzzk/chzzk_live_status.py | 67 +++++++++++----------- dataCollector/chzzk/dag_chzzk_live_data.py | 53 +++++++++++++++++ dataCollector/chzzk/get_chzzk_gameid.py | 1 + 3 files changed, 86 insertions(+), 35 deletions(-) create mode 100644 dataCollector/chzzk/dag_chzzk_live_data.py diff --git a/dataCollector/chzzk/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py index b9bb1c5..b5b8f62 100644 --- a/dataCollector/chzzk/chzzk_live_status.py +++ b/dataCollector/chzzk/chzzk_live_status.py @@ -1,38 +1,35 @@ import requests +import pandas as pd import json +from datetime import datetime + +# df_structure +df = pd.DataFrame(columns=["STREAMER_ID", "LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE", "GAME_CODE", "VIEWER_NUM"]) + +# get streamer_id in redis +streamer_id = ['0b33823ac81de48d5b78a38cdbc0ab94'] + +for id in streamer_id: + # get response + res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + live_data = res.json() + + # check live_status + live=live_data["content"]["status"] + timestamp = datetime.now() # context("data_interval_end") + + if live == "OPEN": + # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] + video_title = live_data["content"]["liveTitle"] + game_code = live_data["content"]["liveCategoryValue"] #KR name + viewer_num = int(live_data["content"]["concurrentUserCount"]) + + status = [id,timestamp,video_title,game_code,viewer_num] + df.loc[len(df)] = status + + else: + # make dummy data + status = [id, timestamp, "", "", 0] + df.loc[len(df)] = status + -from selenium import webdriver -from selenium.webdriver.common.keys import Keys -from selenium.webdriver.common.by import By - - -channel_id = ['153f28bc51764c3b03d34ea06492f727'] - -# chzzk_url = 'https://chzzk.naver.com/live/' -# IF LIVE STREAM IS TRUE -# CHECK LIVE STREAM - plz code input iter-code -# res=requests.get(f'https://api.chzzk.naver.com/service/v1/channels/{streamer_uid[0]}') -# print(check_live) -res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status") -check_live = res.json() -print(check_live) -print(json.dumps(check_live,indent=4,ensure_ascii=False)) - -# Crawling functions that operate asynchronously -# streaming data -# - viewers' participation: current_view_count, accumulated_views, -# - broadcast time and cycle: broadcast_time -# - viewer's change: broadcast_title, timestamp -# - game info: game_info - - -# async def chzzk_main(): -# driver = webdriver.Chrome() -# driver.get("http://www.python.org") -# assert "Python" in driver.title -# elem = driver.find_element(By.NAME, "q") -# elem.clear() -# elem.send_keys("pycon") -# elem.send_keys(Keys.RETURN) -# assert "No results found." not in driver.page_source -# driver.close() \ No newline at end of file diff --git a/dataCollector/chzzk/dag_chzzk_live_data.py b/dataCollector/chzzk/dag_chzzk_live_data.py new file mode 100644 index 0000000..96fb27f --- /dev/null +++ b/dataCollector/chzzk/dag_chzzk_live_data.py @@ -0,0 +1,53 @@ +from airflow import DAG +from airflow.operators.python import PythonOperator + +from datetime import datetime + +import requests +import pandas as pd + +# get_chzzk_data +def get_chzzk_data(context): + # df_structure + df = pd.DataFrame(columns=["STREAMER_ID", "LIVE_COLLECT_TIME_STAMP", "VIDEO_TITLE", "GAME_CODE", "VIEWER_NUM"]) + + # get streamer_id in redis + streamer_id = ['0b33823ac81de48d5b78a38cdbc0ab94'] + + for id in streamer_id: + # get response + res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + live_data = res.json() + + # check live_status + live = live_data["content"]["status"] + timestamp = context("data_interval_end") + + if live == "OPEN": + # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] + video_title = live_data["content"]["liveTitle"] + game_code = live_data["content"]["liveCategoryValue"] # KR name + viewer_num = int(live_data["content"]["concurrentUserCount"]) + + status = [id, timestamp, video_title, game_code, viewer_num] + df.loc[len(df)] = status + + else: + # make dummy data + status = [id, timestamp, "", "", 0] + df.loc[len(df)] = status + df.to_csv("./chzzk_data.csv",encoding='utf-8') + + +# dag codes +with DAG( +'example_python_operator_dag', + default_args={}, + description='A simple example DAG with PythonOperator', + catchup=False, +)as dag: + + chzzk_task = PythonOperator( + task_id='run_chzzk', + python_callable=get_chzzk_data + ) diff --git a/dataCollector/chzzk/get_chzzk_gameid.py b/dataCollector/chzzk/get_chzzk_gameid.py index f0620d3..fe8a17b 100644 --- a/dataCollector/chzzk/get_chzzk_gameid.py +++ b/dataCollector/chzzk/get_chzzk_gameid.py @@ -34,6 +34,7 @@ game_name = span_element.text chzzk_game_tags.append(game_name) else: + chzzk_game_tags.append("") pass driver.quit() From c76beee19e70abe8442fe8c40d331909a4f184ac Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 16 Feb 2024 09:23:20 +0900 Subject: [PATCH 021/249] [fect] delete live closed --- dataCollector/chzzk/chzzk_live_status.py | 4 +--- dataCollector/chzzk/dag_chzzk_live_data.py | 6 ++---- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/dataCollector/chzzk/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py index b5b8f62..b666002 100644 --- a/dataCollector/chzzk/chzzk_live_status.py +++ b/dataCollector/chzzk/chzzk_live_status.py @@ -28,8 +28,6 @@ df.loc[len(df)] = status else: - # make dummy data - status = [id, timestamp, "", "", 0] - df.loc[len(df)] = status + pass diff --git a/dataCollector/chzzk/dag_chzzk_live_data.py b/dataCollector/chzzk/dag_chzzk_live_data.py index 96fb27f..090d221 100644 --- a/dataCollector/chzzk/dag_chzzk_live_data.py +++ b/dataCollector/chzzk/dag_chzzk_live_data.py @@ -33,10 +33,8 @@ def get_chzzk_data(context): df.loc[len(df)] = status else: - # make dummy data - status = [id, timestamp, "", "", 0] - df.loc[len(df)] = status - df.to_csv("./chzzk_data.csv",encoding='utf-8') + pass + return df # dag codes From 4fc272e419342b742ef11f2ce5bb83d3fe8f826b Mon Sep 17 00:00:00 2001 From: Jung Hun Soo Date: Fri, 16 Feb 2024 14:39:45 +0900 Subject: [PATCH 022/249] feat: ADD ci/cd workflow file --- .github/workflows/main.yml | 101 +++++++++++++++++++++++++++++++++++++ 1 file changed, 101 insertions(+) create mode 100644 .github/workflows/main.yml diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml new file mode 100644 index 0000000..3ea8622 --- /dev/null +++ b/.github/workflows/main.yml @@ -0,0 +1,101 @@ +name: Example CI/CD Workflow + +on: + push: + branches: + main + +jobs: + path-filter: + runs-on: ubuntu-latest + outputs: + dags-changed: ${{ steps.filter.outputs.dags }} + docker-changed: ${{ steps.filter.outputs.docker }} + steps: + - uses: actions/checkout@v4 + + - name: Path Filter + id: filter + uses: dorny/paths-filter@v3 + with: + filters: | + dags: + - 'dags/**/*.py' + - 'tests/dags/**/*.py' + docker: + - 'docker-compose.yaml' + - 'Dockerfile' + + build: + needs: path-filter + if: needs.path-filter.outputs.dags-changed == 'true' + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: '3.11' + + - name: Set Environment Variables + run: | + echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV + echo "AIRFLOW_VERSION=2.7.2" >> $GITHUB_ENV + + - name: Install dependencies + run: | + CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" + echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" + pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" + pip install pytest + + - name: Install Flake8 + run: pip install flake8 + - name: Run Flake8 + run: flake8 . --max-line-length=120 + + - name: Install Pylint + run: pip install pylint + - name: Run Pylint + run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=W0104 + + - name: Install Black + run: pip install black + - name: Run Black + run: find . -name "*.py" | xargs black --check + + - name: Test DAG integrity + run: pytest tests/ + + + deploy: + needs: [path-filter, build] + runs-on: self-hosted + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Extract repository name + run: echo "REPO_NAME=$(echo $GITHUB_REPOSITORY | cut -d '/' -f 2)" >> $GITHUB_ENV + + - name: Git Sync + env: + DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + run: | + cd $DEPLOY_DIRECTORY + + git fetch origin ${{ github.ref_name }} + git reset --hard FETCH_HEAD + + git pull origin ${{ github.ref_name }} + + - name: Restart Docker Services + if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} + env: + DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + run: | + cd $DEPLOY_DIRECTORY + + docker compose down + docker compose up -d \ No newline at end of file From 85d6d7dc0da9c8fddca65d7bb0a75a4950799a5e Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 15:39:52 +0900 Subject: [PATCH 023/249] [fix] : rename workflow file --- .github/workflows/main.yml | 101 ---------------------------- .github/workflows/sync_dag_code.yml | 99 +++++++++++++++++++++++++++ 2 files changed, 99 insertions(+), 101 deletions(-) delete mode 100644 .github/workflows/main.yml create mode 100644 .github/workflows/sync_dag_code.yml diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml deleted file mode 100644 index 3ea8622..0000000 --- a/.github/workflows/main.yml +++ /dev/null @@ -1,101 +0,0 @@ -name: Example CI/CD Workflow - -on: - push: - branches: - main - -jobs: - path-filter: - runs-on: ubuntu-latest - outputs: - dags-changed: ${{ steps.filter.outputs.dags }} - docker-changed: ${{ steps.filter.outputs.docker }} - steps: - - uses: actions/checkout@v4 - - - name: Path Filter - id: filter - uses: dorny/paths-filter@v3 - with: - filters: | - dags: - - 'dags/**/*.py' - - 'tests/dags/**/*.py' - docker: - - 'docker-compose.yaml' - - 'Dockerfile' - - build: - needs: path-filter - if: needs.path-filter.outputs.dags-changed == 'true' - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - - name: Setup Python - uses: actions/setup-python@v5 - with: - python-version: '3.11' - - - name: Set Environment Variables - run: | - echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV - echo "AIRFLOW_VERSION=2.7.2" >> $GITHUB_ENV - - - name: Install dependencies - run: | - CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" - echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" - pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" - pip install pytest - - - name: Install Flake8 - run: pip install flake8 - - name: Run Flake8 - run: flake8 . --max-line-length=120 - - - name: Install Pylint - run: pip install pylint - - name: Run Pylint - run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=W0104 - - - name: Install Black - run: pip install black - - name: Run Black - run: find . -name "*.py" | xargs black --check - - - name: Test DAG integrity - run: pytest tests/ - - - deploy: - needs: [path-filter, build] - runs-on: self-hosted - steps: - - name: Checkout code - uses: actions/checkout@v4 - - - name: Extract repository name - run: echo "REPO_NAME=$(echo $GITHUB_REPOSITORY | cut -d '/' -f 2)" >> $GITHUB_ENV - - - name: Git Sync - env: - DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} - run: | - cd $DEPLOY_DIRECTORY - - git fetch origin ${{ github.ref_name }} - git reset --hard FETCH_HEAD - - git pull origin ${{ github.ref_name }} - - - name: Restart Docker Services - if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} - env: - DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} - run: | - cd $DEPLOY_DIRECTORY - - docker compose down - docker compose up -d \ No newline at end of file diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml new file mode 100644 index 0000000..c1cc1e8 --- /dev/null +++ b/.github/workflows/sync_dag_code.yml @@ -0,0 +1,99 @@ +name: Example CI/CD Workflow + +on: + push: + branches: main + +jobs: + path-filter: + runs-on: ubuntu-latest + outputs: + dags-changed: ${{ steps.filter.outputs.dags }} + docker-changed: ${{ steps.filter.outputs.docker }} + steps: + - uses: actions/checkout@v4 + + - name: Path Filter + id: filter + uses: dorny/paths-filter@v3 + with: + filters: | + dags: + - 'dags/**/*.py' + - 'tests/dags/**/*.py' + docker: + - 'docker-compose.yaml' + - 'Dockerfile' + + build: + needs: path-filter + if: needs.path-filter.outputs.dags-changed == 'true' + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: "3.11" + + - name: Set Environment Variables + run: | + echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV + echo "AIRFLOW_VERSION=2.7.2" >> $GITHUB_ENV + + - name: Install dependencies + run: | + CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" + echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" + pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" + pip install pytest + + - name: Install Flake8 + run: pip install flake8 + - name: Run Flake8 + run: flake8 . --max-line-length=120 + + - name: Install Pylint + run: pip install pylint + - name: Run Pylint + run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=W0104 + + - name: Install Black + run: pip install black + - name: Run Black + run: find . -name "*.py" | xargs black --check + + - name: Test DAG integrity + run: pytest tests/ + + deploy: + needs: [path-filter, build] + runs-on: self-hosted + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Extract repository name + run: echo "REPO_NAME=$(echo $GITHUB_REPOSITORY | cut -d '/' -f 2)" >> $GITHUB_ENV + + - name: Git Sync + env: + DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + run: | + cd $DEPLOY_DIRECTORY + + git fetch origin ${{ github.ref_name }} + git reset --hard FETCH_HEAD + + git pull origin ${{ github.ref_name }} + + - name: Restart Docker Services + if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} + env: + DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + run: | + cd $DEPLOY_DIRECTORY + + docker compose down + docker compose up -d From 1efc2ae6a5f7968d3026e5ba0d192af6b98df124 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:16:59 +0900 Subject: [PATCH 024/249] [fix] : modify branch to 'develop' --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index c1cc1e8..af5236e 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -2,7 +2,7 @@ name: Example CI/CD Workflow on: push: - branches: main + branches: develop jobs: path-filter: From 51fc1c52d0f3acc6b800072736580a57e155a5a1 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:19:05 +0900 Subject: [PATCH 025/249] [fix] : add pull_request option --- .github/workflows/sync_dag_code.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index af5236e..e32a345 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -3,6 +3,8 @@ name: Example CI/CD Workflow on: push: branches: develop + pull_request: + branches: develop jobs: path-filter: From 8e23f1a61f56f8a6aff91d91d9a729803d34dbc6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:26:41 +0900 Subject: [PATCH 026/249] [feat] : add permission to github token --- .github/workflows/sync_dag_code.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index e32a345..ff78e76 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -6,6 +6,9 @@ on: pull_request: branches: develop +permissions: + contents: read + jobs: path-filter: runs-on: ubuntu-latest From 07b4f921ee564949cd6a9794325c15adae293ffd Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:30:54 +0900 Subject: [PATCH 027/249] [fix]: fix permission of pull-requests --- .github/workflows/sync_dag_code.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index ff78e76..132acc3 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -6,12 +6,11 @@ on: pull_request: branches: develop -permissions: - contents: read - jobs: path-filter: runs-on: ubuntu-latest + permissions: + pull-requests: read outputs: dags-changed: ${{ steps.filter.outputs.dags }} docker-changed: ${{ steps.filter.outputs.docker }} From e9eb40bceeb7a554f5c9645ba0d9aa854bdcfb55 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:32:32 +0900 Subject: [PATCH 028/249] [fix]: fix permissions --- .github/workflows/sync_dag_code.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 132acc3..bb52f1c 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -6,11 +6,14 @@ on: pull_request: branches: develop +permissions: + contents: read + pull-requests: read + jobs: path-filter: runs-on: ubuntu-latest - permissions: - pull-requests: read + outputs: dags-changed: ${{ steps.filter.outputs.dags }} docker-changed: ${{ steps.filter.outputs.docker }} From 9e5ac5795e90b4b941f904f1aab04d9e86629ee6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:40:52 +0900 Subject: [PATCH 029/249] [feat]: add dummy dag for test --- .github/workflows/sync_dag_code.yml | 1 - dags/dummy_dag_for_test.py | 0 2 files changed, 1 deletion(-) create mode 100644 dags/dummy_dag_for_test.py diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index bb52f1c..8738505 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -13,7 +13,6 @@ permissions: jobs: path-filter: runs-on: ubuntu-latest - outputs: dags-changed: ${{ steps.filter.outputs.dags }} docker-changed: ${{ steps.filter.outputs.docker }} diff --git a/dags/dummy_dag_for_test.py b/dags/dummy_dag_for_test.py new file mode 100644 index 0000000..e69de29 From 33bb136b8bd7c4ec9f0e3b1d202caf771f92fe35 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 16:42:32 +0900 Subject: [PATCH 030/249] [feat] : add folders inside dag folder --- dags/game/.gitkeep | 0 dags/streaming/.gitkeep | 0 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 dags/game/.gitkeep create mode 100644 dags/streaming/.gitkeep diff --git a/dags/game/.gitkeep b/dags/game/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/dags/streaming/.gitkeep b/dags/streaming/.gitkeep new file mode 100644 index 0000000..e69de29 From a2ff3edd31166e6812481814de7b42edf76a8cb5 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:02:00 +0900 Subject: [PATCH 031/249] [test] : dummy code --- dags/dummy_dag_for_test.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/dags/dummy_dag_for_test.py b/dags/dummy_dag_for_test.py index e69de29..23497f7 100644 --- a/dags/dummy_dag_for_test.py +++ b/dags/dummy_dag_for_test.py @@ -0,0 +1,21 @@ +"""Example Airflow DAG for testing task dependencies using EmptyOperator.""" + +import airflow.utils.dates +from airflow import DAG +from airflow.operators.empty import EmptyOperator + +# DAG 정의 +dag = DAG( + dag_id="dag_cycle_test", + start_date=airflow.utils.dates.days_ago(3), + schedule_interval=None, + description="A simple test DAG using EmptyOperator", # DAG 설명 추가 +) + +# 태스크 정의 +t1 = EmptyOperator(task_id="t1", dag=dag) +t2 = EmptyOperator(task_id="t2", dag=dag) +t3 = EmptyOperator(task_id="t3", dag=dag) + +# 태스크 종속성 설정 +t1 >> t2 >> t3 From 5469a6e391d63f7a092266dfcb6affbe55f5f386 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:10:48 +0900 Subject: [PATCH 032/249] [fix] ignore some errors in linting part --- .github/workflows/sync_dag_code.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 8738505..aee2ef2 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,17 +58,18 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 . --max-line-length=120 + run: flake8 . --max-line-length=120 --ignore=E501,W503 - name: Install Pylint run: pip install pylint - name: Run Pylint - run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=W0104 + run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name, W0104 - name: Install Black run: pip install black - name: Run Black run: find . -name "*.py" | xargs black --check + continue-on-error: true - name: Test DAG integrity run: pytest tests/ From 1c9cb90f8834e7ae2a193594f7e1b7a797ebd850 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:14:04 +0900 Subject: [PATCH 033/249] [feat] : add W292 to ignore list of flake8 --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index aee2ef2..d0a783e 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,7 +58,7 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 . --max-line-length=120 --ignore=E501,W503 + run: flake8 . --max-line-length=120 --ignore=E501,W503, W292 - name: Install Pylint run: pip install pylint From b15124eedb93a75f7f6876bb8f5f034a96f70902 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:16:25 +0900 Subject: [PATCH 034/249] [test] : commenting install part for testing --- .github/workflows/sync_dag_code.yml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index d0a783e..3517c73 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -48,12 +48,12 @@ jobs: echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV echo "AIRFLOW_VERSION=2.7.2" >> $GITHUB_ENV - - name: Install dependencies - run: | - CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" - echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" - pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" - pip install pytest + # - name: Install dependencies + # run: | + # CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" + # echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" + # pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" + # pip install pytest - name: Install Flake8 run: pip install flake8 From 46cdfa57fb8f47d0c334ce1e02e0eb21b8878779 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:17:19 +0900 Subject: [PATCH 035/249] [fix]: remove space between error code --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 3517c73..c43d9cd 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,7 +58,7 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 . --max-line-length=120 --ignore=E501,W503, W292 + run: flake8 . --max-line-length=120 --ignore=E501,W503,W292 - name: Install Pylint run: pip install pylint From e2ee4f2f965af4a258d7126413c504e0e9d21a1a Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:21:40 +0900 Subject: [PATCH 036/249] [fix] : ignore all errors and do not end process, but show them --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index c43d9cd..7c17b31 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,7 +58,7 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 . --max-line-length=120 --ignore=E501,W503,W292 + run: flake8 . --max-line-length=120 || true - name: Install Pylint run: pip install pylint From a8327279a6c6691b78b194d0c33a25558a8041d6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:24:54 +0900 Subject: [PATCH 037/249] [fix] : fix ignore list with no space, and undo commenting --- .github/workflows/sync_dag_code.yml | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 7c17b31..520eb79 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -48,12 +48,12 @@ jobs: echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV echo "AIRFLOW_VERSION=2.7.2" >> $GITHUB_ENV - # - name: Install dependencies - # run: | - # CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" - # echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" - # pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" - # pip install pytest + - name: Install dependencies + run: | + CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" + echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" + pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" + pip install pytest - name: Install Flake8 run: pip install flake8 @@ -63,7 +63,7 @@ jobs: - name: Install Pylint run: pip install pylint - name: Run Pylint - run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name, W0104 + run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104 - name: Install Black run: pip install black From 3150f74f0c8bdefe5b8ee950c739d665d4410263 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:32:18 +0900 Subject: [PATCH 038/249] [feat] set path of files to check --- .github/workflows/sync_dag_code.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 520eb79..9bd3f8e 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,17 +58,17 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 . --max-line-length=120 || true + run: flake8 dags/ tests/dags --max-line-length=120 || true - name: Install Pylint run: pip install pylint - name: Run Pylint - run: find . -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104 + run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104 - name: Install Black run: pip install black - name: Run Black - run: find . -name "*.py" | xargs black --check + run: find dags/ tests/dags/ -name "*.py" | xargs black --check continue-on-error: true - name: Test DAG integrity From cecf1249c63774f1851df1be7b80f8ee2e77cff8 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:35:52 +0900 Subject: [PATCH 039/249] [feat] : create tests/dags folder --- tests/dags/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/dags/.gitkeep diff --git a/tests/dags/.gitkeep b/tests/dags/.gitkeep new file mode 100644 index 0000000..e69de29 From 09611a3249b596ed4f38680f67ca59f2129413d6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:36:05 +0900 Subject: [PATCH 040/249] [fix] : minor fix --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 9bd3f8e..83bb0af 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,7 +58,7 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 dags/ tests/dags --max-line-length=120 || true + run: flake8 dags/ tests/dags/--max-line-length=120 || true - name: Install Pylint run: pip install pylint From 64ebf924916cc10d170f3db71e0b1967a243cfdb Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:42:13 +0900 Subject: [PATCH 041/249] [feat] : create test file (not done) --- tests/dags/test_dag_integrity.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 tests/dags/test_dag_integrity.py diff --git a/tests/dags/test_dag_integrity.py b/tests/dags/test_dag_integrity.py new file mode 100644 index 0000000..70e9163 --- /dev/null +++ b/tests/dags/test_dag_integrity.py @@ -0,0 +1,31 @@ +"""This module tests DAG integrity within Airflow.""" + +import glob +import os +import pytest + +# from airflow.models import DAG +from airflow.models.dagbag import DagBag + +DAG_PATH = os.path.join(os.path.dirname(__file__), "..", "..", "dags/**/*.py") +DAG_FILES = glob.glob(DAG_PATH, recursive=True) + + +@pytest.mark.parametrize("dag_file", DAG_FILES) +def test_dag_integrity(dag_file): + """Test the integrity of DAGs. + + This test ensures that each DAG file can be loaded without errors, + including checking for circular dependencies and other potential issues. + + Args: + dag_file (str): The path to a DAG file to be tested. + """ + dag_bag = DagBag(dag_folder=os.path.dirname(dag_file), include_examples=False) + + dag_bag.process_file(dag_file, only_if_updated=True) + + # dag_id, dag in dag_bag.dags.items() + for dag_id, _ in dag_bag.dags.items(): + assert dag_id in dag_bag.dags, "DAG ID not found in dag_bag.dags" + assert not dag_bag.import_errors, "Import errors found in DagBag" From 433a9292a54d3c5e5572a3e95fcc4b4bc7671cf2 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:42:27 +0900 Subject: [PATCH 042/249] [fix] : fix code error --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 83bb0af..10971d0 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -58,7 +58,7 @@ jobs: - name: Install Flake8 run: pip install flake8 - name: Run Flake8 - run: flake8 dags/ tests/dags/--max-line-length=120 || true + run: flake8 dags/ tests/dags/ --max-line-length=120 || true - name: Install Pylint run: pip install pylint From 07447515c8f0c549738db51e4eb1b78a4d9cf344 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:49:30 +0900 Subject: [PATCH 043/249] [fix]: fix path of deploy directory --- .github/workflows/sync_dag_code.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 10971d0..94a86e8 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -86,7 +86,7 @@ jobs: - name: Git Sync env: - DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + DEPLOY_DIRECTORY: ~/${{ env.REPO_NAME }} run: | cd $DEPLOY_DIRECTORY @@ -98,7 +98,7 @@ jobs: - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} env: - DEPLOY_DIRECTORY: ${{ env.REPO_NAME }} + DEPLOY_DIRECTORY: ~/${{ env.REPO_NAME }} run: | cd $DEPLOY_DIRECTORY From 7028a84caf476d34294a616c67dee37d1b406cb6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 17:54:05 +0900 Subject: [PATCH 044/249] [fix]: change path of deploy directory --- .github/workflows/sync_dag_code.yml | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 94a86e8..ccb136e 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -86,8 +86,10 @@ jobs: - name: Git Sync env: - DEPLOY_DIRECTORY: ~/${{ env.REPO_NAME }} + DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | + ls + pwd cd $DEPLOY_DIRECTORY git fetch origin ${{ github.ref_name }} @@ -98,7 +100,7 @@ jobs: - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} env: - DEPLOY_DIRECTORY: ~/${{ env.REPO_NAME }} + DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | cd $DEPLOY_DIRECTORY From f07c7e46de66718ddf807b6776dc09a738549de2 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 20:31:08 +0900 Subject: [PATCH 045/249] [feat] : sync specific files from checkout --- .github/workflows/sync_dag_code.yml | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index ccb136e..cec52d8 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -84,19 +84,12 @@ jobs: - name: Extract repository name run: echo "REPO_NAME=$(echo $GITHUB_REPOSITORY | cut -d '/' -f 2)" >> $GITHUB_ENV - - name: Git Sync + - name: Sync specific files env: DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | - ls - pwd - cd $DEPLOY_DIRECTORY - - git fetch origin ${{ github.ref_name }} - git reset --hard FETCH_HEAD - - git pull origin ${{ github.ref_name }} - + rsync -av --include='dags/***' --include='docker-compose.yml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY + echo $DEPLOY_DIRECTORY - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} env: From f9cf1fb7ec83b332bc6534f52c99541405b18afa Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 20:42:44 +0900 Subject: [PATCH 046/249] [test]: change docker-compose file for test deploy --- docker-compose.yaml | 485 ++++++++++++++++++++++---------------------- 1 file changed, 243 insertions(+), 242 deletions(-) diff --git a/docker-compose.yaml b/docker-compose.yaml index 9546df9..7c19e29 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -44,257 +44,258 @@ # # Feel free to modify this file to suit your needs. --- -version: '3.8' -x-airflow-common: - &airflow-common - # In order to add custom dependencies or upgrade provider packages you can use your extended image. - # Comment the image line, place your Dockerfile in the directory where you placed the docker-compose.yaml - # and uncomment the "build" line below, Then run `docker-compose build` to build the images. - # image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.7.2} - build: . - environment: - &airflow-common-env - AIRFLOW__CORE__EXECUTOR: CeleryExecutor - AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow - # For backward compatibility, with Airflow <2.3 - AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow - AIRFLOW__CELERY__RESULT_BACKEND: db+postgresql://airflow:airflow@postgres/airflow - AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0 - AIRFLOW__CORE__FERNET_KEY: '' - AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: 'true' - AIRFLOW__CORE__LOAD_EXAMPLES: 'true' - AIRFLOW__API__AUTH_BACKENDS: 'airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session' - # yamllint disable rule:line-length - # Use simple http server on scheduler for health checks - # See https://airflow.apache.org/docs/apache-airflow/stable/administration-and-deployment/logging-monitoring/check-health.html#scheduler-health-check-server - # yamllint enable rule:line-length - AIRFLOW__SCHEDULER__ENABLE_HEALTH_CHECK: 'true' - # WARNING: Use _PIP_ADDITIONAL_REQUIREMENTS option ONLY for a quick checks - # for other purpose (development, test and especially production usage) build/extend Airflow image. - _PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:-} - volumes: - - ${AIRFLOW_PROJ_DIR:-.}/dags:/opt/airflow/dags - - ${AIRFLOW_PROJ_DIR:-.}/logs:/opt/airflow/logs - - ${AIRFLOW_PROJ_DIR:-.}/config:/opt/airflow/config - - ${AIRFLOW_PROJ_DIR:-.}/plugins:/opt/airflow/plugins - user: "${AIRFLOW_UID:-50000}:0" - depends_on: - &airflow-common-depends-on - redis: - condition: service_healthy - postgres: - condition: service_healthy +version: "3.8" +x-airflow-common: &airflow-common + # In order to add custom dependencies or upgrade provider packages you can use your extended image. + # Comment the image line, place your Dockerfile in the directory where you placed the docker-compose.yaml + # and uncomment the "build" line below, Then run `docker-compose build` to build the images. + # image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.7.2} + build: . + environment: &airflow-common-env + AIRFLOW__CORE__EXECUTOR: CeleryExecutor + AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow + # For backward compatibility, with Airflow <2.3 + AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow + AIRFLOW__CELERY__RESULT_BACKEND: db+postgresql://airflow:airflow@postgres/airflow + AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0 + AIRFLOW__CORE__FERNET_KEY: "" + AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true" + AIRFLOW__CORE__LOAD_EXAMPLES: "false" + AIRFLOW__API__AUTH_BACKENDS: "airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session" + # yamllint disable rule:line-length + # Use simple http server on scheduler for health checks + # See https://airflow.apache.org/docs/apache-airflow/stable/administration-and-deployment/logging-monitoring/check-health.html#scheduler-health-check-server + # yamllint enable rule:line-length + AIRFLOW__SCHEDULER__ENABLE_HEALTH_CHECK: "true" + # WARNING: Use _PIP_ADDITIONAL_REQUIREMENTS option ONLY for a quick checks + # for other purpose (development, test and especially production usage) build/extend Airflow image. + _PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:-} + volumes: + - ${AIRFLOW_PROJ_DIR:-.}/dags:/opt/airflow/dags + - ${AIRFLOW_PROJ_DIR:-.}/logs:/opt/airflow/logs + - ${AIRFLOW_PROJ_DIR:-.}/config:/opt/airflow/config + - ${AIRFLOW_PROJ_DIR:-.}/plugins:/opt/airflow/plugins + user: "${AIRFLOW_UID:-50000}:0" + depends_on: &airflow-common-depends-on + redis: + condition: service_healthy + postgres: + condition: service_healthy services: - postgres: - image: postgres:13 - environment: - POSTGRES_USER: airflow - POSTGRES_PASSWORD: airflow - POSTGRES_DB: airflow - volumes: - - postgres-db-volume:/var/lib/postgresql/data - healthcheck: - test: ["CMD", "pg_isready", "-U", "airflow"] - interval: 10s - retries: 5 - start_period: 5s - restart: always + postgres: + image: postgres:13 + environment: + POSTGRES_USER: airflow + POSTGRES_PASSWORD: airflow + POSTGRES_DB: airflow + volumes: + - postgres-db-volume:/var/lib/postgresql/data + healthcheck: + test: ["CMD", "pg_isready", "-U", "airflow"] + interval: 10s + retries: 5 + start_period: 5s + restart: always - redis: - image: redis:latest - expose: - - 6379 - healthcheck: - test: ["CMD", "redis-cli", "ping"] - interval: 10s - timeout: 30s - retries: 50 - start_period: 30s - restart: always + redis: + image: redis:latest + expose: + - 6379 + healthcheck: + test: ["CMD", "redis-cli", "ping"] + interval: 10s + timeout: 30s + retries: 50 + start_period: 30s + restart: always - airflow-webserver: - <<: *airflow-common - command: webserver - ports: - - "8080:8080" - healthcheck: - test: ["CMD", "curl", "--fail", "http://localhost:8080/health"] - interval: 30s - timeout: 10s - retries: 5 - start_period: 30s - restart: always - depends_on: - <<: *airflow-common-depends-on - airflow-init: - condition: service_completed_successfully + airflow-webserver: + <<: *airflow-common + command: webserver + ports: + - "8080:8080" + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:8080/health"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully - airflow-scheduler: - <<: *airflow-common - command: scheduler - healthcheck: - test: ["CMD", "curl", "--fail", "http://localhost:8974/health"] - interval: 30s - timeout: 10s - retries: 5 - start_period: 30s - restart: always - depends_on: - <<: *airflow-common-depends-on - airflow-init: - condition: service_completed_successfully + airflow-scheduler: + <<: *airflow-common + command: scheduler + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:8974/health"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully - airflow-worker: - <<: *airflow-common - command: celery worker - healthcheck: - # yamllint disable rule:line-length - test: - - "CMD-SHELL" - - 'celery --app airflow.providers.celery.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}" || celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"' - interval: 30s - timeout: 10s - retries: 5 - start_period: 30s - environment: - <<: *airflow-common-env - # Required to handle warm shutdown of the celery workers properly - # See https://airflow.apache.org/docs/docker-stack/entrypoint.html#signal-propagation - DUMB_INIT_SETSID: "0" - restart: always - depends_on: - <<: *airflow-common-depends-on - airflow-init: - condition: service_completed_successfully + airflow-worker: + <<: *airflow-common + command: celery worker + healthcheck: + # yamllint disable rule:line-length + test: + - "CMD-SHELL" + - 'celery --app airflow.providers.celery.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}" || celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"' + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + environment: + <<: *airflow-common-env + # Required to handle warm shutdown of the celery workers properly + # See https://airflow.apache.org/docs/docker-stack/entrypoint.html#signal-propagation + DUMB_INIT_SETSID: "0" + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully - airflow-triggerer: - <<: *airflow-common - command: triggerer - healthcheck: - test: ["CMD-SHELL", 'airflow jobs check --job-type TriggererJob --hostname "$${HOSTNAME}"'] - interval: 30s - timeout: 10s - retries: 5 - start_period: 30s - restart: always - depends_on: - <<: *airflow-common-depends-on - airflow-init: - condition: service_completed_successfully + airflow-triggerer: + <<: *airflow-common + command: triggerer + healthcheck: + test: + [ + "CMD-SHELL", + 'airflow jobs check --job-type TriggererJob --hostname "$${HOSTNAME}"', + ] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully - airflow-init: - <<: *airflow-common - entrypoint: /bin/bash - # yamllint disable rule:line-length - command: - - -c - - | - function ver() { - printf "%04d%04d%04d%04d" $${1//./ } - } - airflow_version=$$(AIRFLOW__LOGGING__LOGGING_LEVEL=INFO && gosu airflow airflow version) - airflow_version_comparable=$$(ver $${airflow_version}) - min_airflow_version=2.2.0 - min_airflow_version_comparable=$$(ver $${min_airflow_version}) - if (( airflow_version_comparable < min_airflow_version_comparable )); then - echo - echo -e "\033[1;31mERROR!!!: Too old Airflow version $${airflow_version}!\e[0m" - echo "The minimum Airflow version supported: $${min_airflow_version}. Only use this or higher!" - echo - exit 1 - fi - if [[ -z "${AIRFLOW_UID}" ]]; then - echo - echo -e "\033[1;33mWARNING!!!: AIRFLOW_UID not set!\e[0m" - echo "If you are on Linux, you SHOULD follow the instructions below to set " - echo "AIRFLOW_UID environment variable, otherwise files will be owned by root." - echo "For other operating systems you can get rid of the warning with manually created .env file:" - echo " See: https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#setting-the-right-airflow-user" - echo - fi - one_meg=1048576 - mem_available=$$(($$(getconf _PHYS_PAGES) * $$(getconf PAGE_SIZE) / one_meg)) - cpus_available=$$(grep -cE 'cpu[0-9]+' /proc/stat) - disk_available=$$(df / | tail -1 | awk '{print $$4}') - warning_resources="false" - if (( mem_available < 4000 )) ; then - echo - echo -e "\033[1;33mWARNING!!!: Not enough memory available for Docker.\e[0m" - echo "At least 4GB of memory required. You have $$(numfmt --to iec $$((mem_available * one_meg)))" - echo - warning_resources="true" - fi - if (( cpus_available < 2 )); then - echo - echo -e "\033[1;33mWARNING!!!: Not enough CPUS available for Docker.\e[0m" - echo "At least 2 CPUs recommended. You have $${cpus_available}" - echo - warning_resources="true" - fi - if (( disk_available < one_meg * 10 )); then - echo - echo -e "\033[1;33mWARNING!!!: Not enough Disk space available for Docker.\e[0m" - echo "At least 10 GBs recommended. You have $$(numfmt --to iec $$((disk_available * 1024 )))" - echo - warning_resources="true" - fi - if [[ $${warning_resources} == "true" ]]; then - echo - echo -e "\033[1;33mWARNING!!!: You have not enough resources to run Airflow (see above)!\e[0m" - echo "Please follow the instructions to increase amount of resources available:" - echo " https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#before-you-begin" - echo - fi - mkdir -p /sources/logs /sources/dags /sources/plugins - chown -R "${AIRFLOW_UID}:0" /sources/{logs,dags,plugins} - exec /entrypoint airflow version - # yamllint enable rule:line-length - environment: - <<: *airflow-common-env - _AIRFLOW_DB_MIGRATE: 'true' - _AIRFLOW_WWW_USER_CREATE: 'true' - _AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow} - _AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow} - _PIP_ADDITIONAL_REQUIREMENTS: '' - user: "0:0" - volumes: - - ${AIRFLOW_PROJ_DIR:-.}:/sources + airflow-init: + <<: *airflow-common + entrypoint: /bin/bash + # yamllint disable rule:line-length + command: + - -c + - | + function ver() { + printf "%04d%04d%04d%04d" $${1//./ } + } + airflow_version=$$(AIRFLOW__LOGGING__LOGGING_LEVEL=INFO && gosu airflow airflow version) + airflow_version_comparable=$$(ver $${airflow_version}) + min_airflow_version=2.2.0 + min_airflow_version_comparable=$$(ver $${min_airflow_version}) + if (( airflow_version_comparable < min_airflow_version_comparable )); then + echo + echo -e "\033[1;31mERROR!!!: Too old Airflow version $${airflow_version}!\e[0m" + echo "The minimum Airflow version supported: $${min_airflow_version}. Only use this or higher!" + echo + exit 1 + fi + if [[ -z "${AIRFLOW_UID}" ]]; then + echo + echo -e "\033[1;33mWARNING!!!: AIRFLOW_UID not set!\e[0m" + echo "If you are on Linux, you SHOULD follow the instructions below to set " + echo "AIRFLOW_UID environment variable, otherwise files will be owned by root." + echo "For other operating systems you can get rid of the warning with manually created .env file:" + echo " See: https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#setting-the-right-airflow-user" + echo + fi + one_meg=1048576 + mem_available=$$(($$(getconf _PHYS_PAGES) * $$(getconf PAGE_SIZE) / one_meg)) + cpus_available=$$(grep -cE 'cpu[0-9]+' /proc/stat) + disk_available=$$(df / | tail -1 | awk '{print $$4}') + warning_resources="false" + if (( mem_available < 4000 )) ; then + echo + echo -e "\033[1;33mWARNING!!!: Not enough memory available for Docker.\e[0m" + echo "At least 4GB of memory required. You have $$(numfmt --to iec $$((mem_available * one_meg)))" + echo + warning_resources="true" + fi + if (( cpus_available < 2 )); then + echo + echo -e "\033[1;33mWARNING!!!: Not enough CPUS available for Docker.\e[0m" + echo "At least 2 CPUs recommended. You have $${cpus_available}" + echo + warning_resources="true" + fi + if (( disk_available < one_meg * 10 )); then + echo + echo -e "\033[1;33mWARNING!!!: Not enough Disk space available for Docker.\e[0m" + echo "At least 10 GBs recommended. You have $$(numfmt --to iec $$((disk_available * 1024 )))" + echo + warning_resources="true" + fi + if [[ $${warning_resources} == "true" ]]; then + echo + echo -e "\033[1;33mWARNING!!!: You have not enough resources to run Airflow (see above)!\e[0m" + echo "Please follow the instructions to increase amount of resources available:" + echo " https://airflow.apache.org/docs/apache-airflow/stable/howto/docker-compose/index.html#before-you-begin" + echo + fi + mkdir -p /sources/logs /sources/dags /sources/plugins + chown -R "${AIRFLOW_UID}:0" /sources/{logs,dags,plugins} + exec /entrypoint airflow version + # yamllint enable rule:line-length + environment: + <<: *airflow-common-env + _AIRFLOW_DB_MIGRATE: "true" + _AIRFLOW_WWW_USER_CREATE: "true" + _AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow} + _AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow} + _PIP_ADDITIONAL_REQUIREMENTS: "" + user: "0:0" + volumes: + - ${AIRFLOW_PROJ_DIR:-.}:/sources - airflow-cli: - <<: *airflow-common - profiles: - - debug - environment: - <<: *airflow-common-env - CONNECTION_CHECK_MAX_COUNT: "0" - # Workaround for entrypoint issue. See: https://github.com/apache/airflow/issues/16252 - command: - - bash - - -c - - airflow + airflow-cli: + <<: *airflow-common + profiles: + - debug + environment: + <<: *airflow-common-env + CONNECTION_CHECK_MAX_COUNT: "0" + # Workaround for entrypoint issue. See: https://github.com/apache/airflow/issues/16252 + command: + - bash + - -c + - airflow - # You can enable flower by adding "--profile flower" option e.g. docker-compose --profile flower up - # or by explicitly targeted on the command line e.g. docker-compose up flower. - # See: https://docs.docker.com/compose/profiles/ - flower: - <<: *airflow-common - command: celery flower - profiles: - - flower - ports: - - "5555:5555" - healthcheck: - test: ["CMD", "curl", "--fail", "http://localhost:5555/"] - interval: 30s - timeout: 10s - retries: 5 - start_period: 30s - restart: always - depends_on: - <<: *airflow-common-depends-on - airflow-init: - condition: service_completed_successfully + # You can enable flower by adding "--profile flower" option e.g. docker-compose --profile flower up + # or by explicitly targeted on the command line e.g. docker-compose up flower. + # See: https://docs.docker.com/compose/profiles/ + flower: + <<: *airflow-common + command: celery flower + profiles: + - flower + ports: + - "5555:5555" + healthcheck: + test: ["CMD", "curl", "--fail", "http://localhost:5555/"] + interval: 30s + timeout: 10s + retries: 5 + start_period: 30s + restart: always + depends_on: + <<: *airflow-common-depends-on + airflow-init: + condition: service_completed_successfully volumes: - postgres-db-volume: + postgres-db-volume: From 0023fc336c124f8aa727f8336641373b4416bec9 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 16 Feb 2024 20:48:29 +0900 Subject: [PATCH 047/249] [fix]: minor fix --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index cec52d8..5fe6164 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -88,7 +88,7 @@ jobs: env: DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | - rsync -av --include='dags/***' --include='docker-compose.yml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY + rsync -av --include='dags/***' --include='docker-compose.yaml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY echo $DEPLOY_DIRECTORY - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} From b31873b558db4b573618c889edfaecde24ab6370 Mon Sep 17 00:00:00 2001 From: Hun Soo Jeong <147886939+hunsoodev@users.noreply.github.com> Date: Fri, 16 Feb 2024 21:35:40 +0900 Subject: [PATCH 048/249] Delete tests/dags/.gitkeep --- tests/dags/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tests/dags/.gitkeep diff --git a/tests/dags/.gitkeep b/tests/dags/.gitkeep deleted file mode 100644 index e69de29..0000000 From 35f03936b1123978c7a5e59764e02fcc2ce0750b Mon Sep 17 00:00:00 2001 From: Hun Soo Jeong <147886939+hunsoodev@users.noreply.github.com> Date: Fri, 16 Feb 2024 21:36:00 +0900 Subject: [PATCH 049/249] Delete tests/.gitkeep --- tests/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tests/.gitkeep diff --git a/tests/.gitkeep b/tests/.gitkeep deleted file mode 100644 index e69de29..0000000 From 10975ee3ba27b37c4bae64b7e9de10e4cc110128 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 17 Feb 2024 00:34:34 +0900 Subject: [PATCH 050/249] [feat] develop data collect dag chzzk + afreeca --- dataCollector/data_collect_dag.py | 135 ++++++++++++++++++++++++++++++ 1 file changed, 135 insertions(+) create mode 100644 dataCollector/data_collect_dag.py diff --git a/dataCollector/data_collect_dag.py b/dataCollector/data_collect_dag.py new file mode 100644 index 0000000..735c988 --- /dev/null +++ b/dataCollector/data_collect_dag.py @@ -0,0 +1,135 @@ +from airflow.decorators import dag, task +from airflow.utils.dates import days_ago +from airflow.operators.python import PythonOperator + +import time +from datetime import datetime + +import requests +import pandas as pd +from bs4 import BeautifulSoup as bs + + +# DAG 정의 +@dag(schedule_interval='@daily', start_date=days_ago(1), catchup=False) +def get_data(): + + # get streamer_list in elasticcache + @task + def get_streamer_list(): + # test streamer_list + return ["0d027498b18371674fac3ed17247e6b8","fe558c6d1b8ef3206ac0bc0419f3f564","0b33823ac81de48d5b78a38cdbc0ab94"] + + + # chzzk_method + @task + def get_chzzk_data(s_id_list: list,**kwargs): + # df_structure + df = pd.DataFrame(columns=["STREAMER_ID","BROADCAST_ID", "LIVE_COLLECT_TIME", "CHZ_BROADCAST_TITLE","AFC_BROADCAST_TITLE","CHZ_GAME_CODE","AFC_GAME_CODE", "CHZ_VIEWER_NUM","AFC_VIEWER_NUM"]) + broadcast_id = "" + afc_broadcast_title="" + afc_game_code="" + afc_viewer_num=0 + + for streamer_id in s_id_list: + # get response + res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + live_data = res.json() + + # check live_status + live = live_data["content"]["status"] + timestamp = kwargs("data_interval_end").strftime("%Y-%m-%d %H:%M") + + if live == "OPEN": + # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] + video_title = live_data["content"]["liveTitle"] + game_code = live_data["content"]["liveCategoryValue"] # KR name + viewer_num = int(live_data["content"]["concurrentUserCount"]) + + status = [streamer_id, broadcast_id, timestamp, video_title, afc_broadcast_title, game_code, afc_game_code, viewer_num,afc_viewer_num] + df.loc[len(df)] = status + + else: + pass + return df + + @task + def afreeca_data(bj_ids: list, **kwargs): + def get_live_status(bjid, headers): + # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 + live_status_url = ( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + ) + live_res = requests.post( + live_status_url, headers=headers, data={"bid": bjid, "type": "live"} + ).json()["CHANNEL"] + return live_res + + def get_broad_info(bjid, headers): + # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 + broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" + broad_res = requests.get(broad_url, headers=headers).json() + return broad_res + + + # 연결을 위한 헤더와 parameter설정 + headers = { + "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", + } + + # live stream data를 저장할 리스트 선언 + live_stream_data = [] + + start_time = time.time() + + for bjid in bj_ids: + live_res = get_live_status(bjid, headers) + broad_res = get_broad_info(bjid, headers) + broad_info = broad_res.get("broad") + + try: + # if live is on, RESULT : 1 and res_broad_info is not null + if live_res.get("RESULT") and broad_info: + live_stream_data.append( + { + "STREAMER_ID": bjid, + "BROADCAST_ID": live_res["BNO"], + "LIVE_COLLECT_TIME": broad_res["current_timestamp"].strftime("%Y-%m-%d %H:%M"), + "CHZ_BROADCAST_TITLE": "", + "AFC_BROADCAST_TITLE": live_res["TITLE"], + "CHZ_GAME_CODE": "", + "AFC_GAME_CODE": int(live_res["CATE"]), + "CHZ_VIEWER_NUM": 0, + "AFC_VIEWER_NUM": broad_info["current_sum_viewer"], + } + ) + # else: + # print(f"bj {bjid} is not on live.") + except ValueError: + pass + + # dataframe에 저장 + live_stream_df = pd.DataFrame(live_stream_data) + return live_stream_df + + + @task + def merge_stream_data(chzzk_data: pd.DataFrame,afreeca_data: pd.DataFrame) -> pd.DataFrame: + stream_data = pd.concat([chzzk_data,afreeca_data], ignore_index=True) + return stream_data + + @task + def load(data): + # 데이터 로드 로직 + print(f"Loaded data: {transformed_data['transformed_data']}") + + # 태스크 실행 순서 지정 + streamer_list = get_streamer_list() + chzzk_data = get_chzzk_data(streamer_list) + afreeca_data = get_afreeca_data(streamer_list) + stream_data = merge_stream_data(chzzk_data,afreeca_data) + + load(stream_data) + +# DAG 인스턴스 생성 +example_dag = get_data() From 425ca785155cfedd5c5bb5c01c9675bda2d642b0 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 17 Feb 2024 16:45:03 +0900 Subject: [PATCH 051/249] [feat] change raw data, add dag_raw_data.py --- dataCollector/dag_raw_data.py | 90 +++++++++++++++++++++++++++++++++++ 1 file changed, 90 insertions(+) create mode 100644 dataCollector/dag_raw_data.py diff --git a/dataCollector/dag_raw_data.py b/dataCollector/dag_raw_data.py new file mode 100644 index 0000000..3038918 --- /dev/null +++ b/dataCollector/dag_raw_data.py @@ -0,0 +1,90 @@ +from airflow import DAG +from airflow.operators.python import PythonOperator + +import time +from datetime import datetime + +import requests +import pandas as pd +from bs4 import BeautifulSoup as bs + +# get streamer_list in elasticcache +def get_s_list(): + # test streamer_list + return ["0d027498b18371674fac3ed17247e6b8", "fe558c6d1b8ef3206ac0bc0419f3f564", + "0b33823ac81de48d5b78a38cdbc0ab94"] + +def chzzk_raw(chzzk_ids): + live_stream_data = {} + for id in chzzk_ids: + res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + + if res.status_code == 200: + live_data = res.json() + live = live_data["content"]["status"] + if live == "OPEN": + live_stream_data[id] = live_data + else: + pass + return live_stream_data + +def afreeca_raw(afreeca_ids): + live_stream_data = {} + headers = { + "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", + } + def get_live_status(bjid, headers): + # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 + live_status_url = ( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + ) + live_res = requests.post( + live_status_url, headers=headers, data={"bid": bjid, "type": "live"} + ).json()["CHANNEL"] + return live_res + + def get_broad_info(bjid, headers): + # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 + broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" + broad_res = requests.get(broad_url, headers=headers).json() + return broad_res + + for bjid in afreeca_ids: + live_res = get_live_status(bjid, headers) + broad_res = get_broad_info(bjid, headers) + broad_info = broad_res.get("broad") + + if live_res.get("RESULT") and broad_info: + combined_res = { + "live_status":live_res, + "broad_info":broad_res + } + live_stream_data[bjid] = combined_res + + else: + pass + + return live_stream_data + + +# dag codes +with DAG( +'get_raw_data', + default_args={}, + catchup=False, +)as dag: + + get_raw_chzzk = PythonOperator( + task_id='chzzk_raw', + python_callable=chzzk_raw + ) + get_raw_afreeca = PythonOperator( + task_id='afreeca_raw', + python_callable=afreeca_raw + ) + + # load + load_raw_data = dummyOperator() + +get_s_list > [get_raw_chzzk,get_raw_afreeca] > load_raw_data + From 39f48bff995933ea4635042a8f2c04cb873f7924 Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 18 Feb 2024 11:12:47 +0900 Subject: [PATCH 052/249] [feat] change dag default, tasks --- dataCollector/dag_raw_data.py | 26 +++++++++++++++++++------- 1 file changed, 19 insertions(+), 7 deletions(-) diff --git a/dataCollector/dag_raw_data.py b/dataCollector/dag_raw_data.py index 3038918..60f866f 100644 --- a/dataCollector/dag_raw_data.py +++ b/dataCollector/dag_raw_data.py @@ -1,8 +1,9 @@ from airflow import DAG from airflow.operators.python import PythonOperator +from airflow.operators.dummy import DummyOperator import time -from datetime import datetime +from datetime import datetime,timedelta import requests import pandas as pd @@ -69,22 +70,33 @@ def get_broad_info(bjid, headers): # dag codes with DAG( -'get_raw_data', - default_args={}, + 'get_raw_data', + default_args={ + 'owner': 'airflow', + 'depends_on_past': False, + 'start_date': datetime(2024,2,18), + 'retries':1, + 'retry_delay': timedelta(minutes=5), + }, + schedule_interval="*/5 * * * *", catchup=False, )as dag: - get_raw_chzzk = PythonOperator( + task_get_s_list = PythonOperator( + task_id='get_s_list', + python_callable=get_s_list + ) + task_raw_chzzk = PythonOperator( task_id='chzzk_raw', python_callable=chzzk_raw ) - get_raw_afreeca = PythonOperator( + task_raw_afreeca = PythonOperator( task_id='afreeca_raw', python_callable=afreeca_raw ) # load - load_raw_data = dummyOperator() + task_load_raw_data = DummyOperator(task_id='load') -get_s_list > [get_raw_chzzk,get_raw_afreeca] > load_raw_data +task_get_s_list > [task_raw_chzzk,task_raw_afreeca] > task_load_raw_data From f81e8691adbcb491b2414493493d8169e5413d69 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sun, 18 Feb 2024 15:33:30 +0900 Subject: [PATCH 053/249] [feat] : local json to s3 operator --- dataCollector/dag_raw_data.py | 27 +++++++++++++++++++++++---- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/dataCollector/dag_raw_data.py b/dataCollector/dag_raw_data.py index 60f866f..efd6c4c 100644 --- a/dataCollector/dag_raw_data.py +++ b/dataCollector/dag_raw_data.py @@ -1,8 +1,9 @@ from airflow import DAG from airflow.operators.python import PythonOperator from airflow.operators.dummy import DummyOperator - +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator import time +import json from datetime import datetime,timedelta import requests @@ -68,6 +69,13 @@ def get_broad_info(bjid, headers): return live_stream_data +## test data + +data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} +data_json = json.dumps(data_dict) + +bucket_name = "de-2-1-bucket" + # dag codes with DAG( 'get_raw_data', @@ -81,7 +89,7 @@ def get_broad_info(bjid, headers): schedule_interval="*/5 * * * *", catchup=False, )as dag: - + task_get_s_list = PythonOperator( task_id='get_s_list', python_callable=get_s_list @@ -96,7 +104,18 @@ def get_broad_info(bjid, headers): ) # load - task_load_raw_data = DummyOperator(task_id='load') - + current_time = '{{ data_interval_end}}' + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'raw_live_viewer' + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) task_get_s_list > [task_raw_chzzk,task_raw_afreeca] > task_load_raw_data From 4dc6bcf5a05e3327904a5ec483bfe24336f8e67c Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sun, 18 Feb 2024 15:43:36 +0900 Subject: [PATCH 054/249] [feat] : create s3 connection task test and template --- dataCollector/test_s3_connection.py | 42 +++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 dataCollector/test_s3_connection.py diff --git a/dataCollector/test_s3_connection.py b/dataCollector/test_s3_connection.py new file mode 100644 index 0000000..3b0693d --- /dev/null +++ b/dataCollector/test_s3_connection.py @@ -0,0 +1,42 @@ +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.operators.dummy import DummyOperator +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from datetime import datetime, timedelta +import json + +data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} +data_json = json.dumps(data_dict) +bucket_name = "de-2-1-bucket" + + +# test & load to s3 template +with DAG( + "get_raw_data", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 18), + "retries": 1, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval='@once', + catchup=False, +) as dag: + + current_time = '{{ data_interval_end}}' + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'raw_live_viewer' + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) + +task_load_raw_data From 1b95a7cdc813bcead24222d4f03ee4a3c1eab382 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 15:55:34 +0900 Subject: [PATCH 055/249] [feat] set up condition based on the event that trigger the workflow - push : deploy - pull_request : build(test) --- .github/workflows/sync_dag_code.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 5fe6164..d0e1ec6 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -33,7 +33,7 @@ jobs: build: needs: path-filter - if: needs.path-filter.outputs.dags-changed == 'true' + if: needs.path-filter.outputs.dags-changed == 'true' || github.event_name == 'pull_request' runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -75,7 +75,8 @@ jobs: run: pytest tests/ deploy: - needs: [path-filter, build] + needs: path-filter + if: github.event_name == 'push' runs-on: self-hosted steps: - name: Checkout code From 008ad77792a8be7fbc52bf7d8443a9ea7a38fb7c Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 15:57:55 +0900 Subject: [PATCH 056/249] [fix] : fix condition to 'and' --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index d0e1ec6..6ca3140 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -33,7 +33,7 @@ jobs: build: needs: path-filter - if: needs.path-filter.outputs.dags-changed == 'true' || github.event_name == 'pull_request' + if: needs.path-filter.outputs.dags-changed == 'true' && github.event_name == 'pull_request' runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 From f3a4fd58122ce5adeeb19b8f79c65b92ecd8ffb7 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 15:58:39 +0900 Subject: [PATCH 057/249] [test] : test deploy do not run in pull_request if docker related files changed --- docker-compose.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker-compose.yaml b/docker-compose.yaml index 7c19e29..061ef47 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -60,7 +60,7 @@ x-airflow-common: &airflow-common AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0 AIRFLOW__CORE__FERNET_KEY: "" AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true" - AIRFLOW__CORE__LOAD_EXAMPLES: "false" + AIRFLOW__CORE__LOAD_EXAMPLES: "true" AIRFLOW__API__AUTH_BACKENDS: "airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session" # yamllint disable rule:line-length # Use simple http server on scheduler for health checks From 23b07f4dbcd19c1fe1363ff9cbf9a25d1ce36fb9 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 15:59:26 +0900 Subject: [PATCH 058/249] Revert "[test] : test deploy do not run in pull_request if docker related files changed" This reverts commit f3a4fd58122ce5adeeb19b8f79c65b92ecd8ffb7. --- docker-compose.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker-compose.yaml b/docker-compose.yaml index 061ef47..7c19e29 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -60,7 +60,7 @@ x-airflow-common: &airflow-common AIRFLOW__CELERY__BROKER_URL: redis://:@redis:6379/0 AIRFLOW__CORE__FERNET_KEY: "" AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true" - AIRFLOW__CORE__LOAD_EXAMPLES: "true" + AIRFLOW__CORE__LOAD_EXAMPLES: "false" AIRFLOW__API__AUTH_BACKENDS: "airflow.api.auth.backend.basic_auth,airflow.api.auth.backend.session" # yamllint disable rule:line-length # Use simple http server on scheduler for health checks From 3aef2cc2dc80632899ee7b5de6c9a6d9d098b53d Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 16:01:32 +0900 Subject: [PATCH 059/249] [fix] : remove code --- .github/workflows/sync_dag_code.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 6ca3140..512d663 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -90,7 +90,6 @@ jobs: DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | rsync -av --include='dags/***' --include='docker-compose.yaml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY - echo $DEPLOY_DIRECTORY - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} env: From 6fb6539492f22edcf53f717a551a2bb713e63dde Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Sun, 18 Feb 2024 16:02:30 +0900 Subject: [PATCH 060/249] [feat] : rename workflow --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 512d663..e68f7b1 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -1,4 +1,4 @@ -name: Example CI/CD Workflow +name: CI/CD Workflow on: push: From f29187b1426adb09e932df9871c61f2a3976d2f9 Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 18 Feb 2024 17:20:23 +0900 Subject: [PATCH 061/249] [feat] merge codes test --- dataCollector/dag_raw_data.py | 83 +++++++++++++++++++++++++++++------ 1 file changed, 70 insertions(+), 13 deletions(-) diff --git a/dataCollector/dag_raw_data.py b/dataCollector/dag_raw_data.py index efd6c4c..ab4d344 100644 --- a/dataCollector/dag_raw_data.py +++ b/dataCollector/dag_raw_data.py @@ -2,6 +2,7 @@ from airflow.operators.python import PythonOperator from airflow.operators.dummy import DummyOperator from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from airflow.providers.postgres.hooks.postgres import PostgresHook import time import json from datetime import datetime,timedelta @@ -10,14 +11,43 @@ import pandas as pd from bs4 import BeautifulSoup as bs -# get streamer_list in elasticcache -def get_s_list(): - # test streamer_list - return ["0d027498b18371674fac3ed17247e6b8", "fe558c6d1b8ef3206ac0bc0419f3f564", - "0b33823ac81de48d5b78a38cdbc0ab94"] -def chzzk_raw(chzzk_ids): +# get streamer_list in rds +def get_s_list(): + # RDS 연결 설정 + return [["0d027498b18371674fac3ed17247e6b8", "fe558c6d1b8ef3206ac0bc0419f3f564", + "0b33823ac81de48d5b78a38cdbc0ab94"],[""]] + # pg_hook = PostgresHook(postgres_conn_id='my_rds_postgres') + # + # # 데이터베이스에서 데이터 가져오기 + # sql = "SELECT * FROM STREAMER_INFO;" # 적절한 SQL 쿼리로 대체 + # connection = pg_hook.get_conn() + # cursor = connection.cursor() + # cursor.execute(sql) + # results = cursor.fetchall() + # + # + # # streamer 분리 및 저장 + # chzzk = [] + # afreeca = [] + # for row in results: + # if row[1]: + # chzzk.append(row[0], row[1]) #streamer_nm,chz_id + # if row[2]: + # afreeca.append(row[0], row[2]) #streamer_nm,af_id + # + # cursor.close() + # connection.close() + + # + +def chzzk_raw(**kwargs): + ti = kwargs['ti'] + lists = ti.xcom_pull(task_ids='get_s_list') + chzzk, afreeca = lists + chzzk_ids = chzzk live_stream_data = {} + for id in chzzk_ids: res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") @@ -28,9 +58,17 @@ def chzzk_raw(chzzk_ids): live_stream_data[id] = live_data else: pass - return live_stream_data + answer = {'chzzk': live_stream_data} + with open('./live_stream_data.json', 'w') as f: + json.dump(answer, f, indent=4) -def afreeca_raw(afreeca_ids): + +def afreeca_raw(**kwargs): + ti = kwargs['ti'] + lists = ti.xcom_pull(task_ids='get_s_list') + chzzk, afreeca = lists + + afreeca_ids = afreeca live_stream_data = {} headers = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", @@ -66,13 +104,25 @@ def get_broad_info(bjid, headers): else: pass - return live_stream_data + answer = {'afreeca':live_stream_data} + try: + with open('/live_stream_data.json', 'r') as f: + data = json.load(f) + except FileNotFoundError: + data = {} + data.update(answer) -## test data + with open('/live_stream_data.json', 'w') as f: + data = json.load(f) + json.dump(answer, f, indent=4) -data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} -data_json = json.dumps(data_dict) + + +## test data +# +# data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} +# data_json = json.dumps(data_dict) bucket_name = "de-2-1-bucket" @@ -109,6 +159,13 @@ def get_broad_info(bjid, headers): month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" table_name = 'raw_live_viewer' + + try: + with open('/live_stream_data.json', 'r') as f: + data_json = json.load(f) + except FileNotFoundError: + data_json = {} + task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, @@ -117,5 +174,5 @@ def get_broad_info(bjid, headers): replace=True, aws_conn_id="aws_conn_id", ) -task_get_s_list > [task_raw_chzzk,task_raw_afreeca] > task_load_raw_data +task_get_s_list >> [task_raw_chzzk,task_raw_afreeca] >> task_load_raw_data From a2dd71a863064892db1a31ee285d608a6ecc6b2c Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 18 Feb 2024 19:28:19 +0900 Subject: [PATCH 062/249] [feat] add dag_raw_test.py --- dataCollector/dag_raw_test.py | 172 ++++++++++++++++++++++++++++++++++ 1 file changed, 172 insertions(+) create mode 100644 dataCollector/dag_raw_test.py diff --git a/dataCollector/dag_raw_test.py b/dataCollector/dag_raw_test.py new file mode 100644 index 0000000..de63cb4 --- /dev/null +++ b/dataCollector/dag_raw_test.py @@ -0,0 +1,172 @@ +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from airflow.providers.postgres.hooks.postgres import PostgresHook +import time +import json +import os +from datetime import datetime,timedelta + +import requests +import pandas as pd +from bs4 import BeautifulSoup as bs + + +# get streamer_list in rds +def get_s_list(): + # RDS 연결 설정 + ti = [["fe558c6d1b8ef3206ac0bc0419f3f564","0b33823ac81de48d5b78a38cdbc0ab94"],["devil0108"]] + return ti + +def chzzk_raw(**kwargs): + ti = kwargs['ti'] + lists = ti.xcom_pull(task_ids='get_s_list_task') + chzzk, afreeca = lists + chzzk_ids = chzzk + live_stream_data = {} + + for id in chzzk_ids: + res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + + if res.status_code == 200: + live_data = res.json() + live = live_data["content"]["status"] + if live == "OPEN": + live_stream_data[id] = live_data + else: + pass + answer = {'chzzk': live_stream_data} + print(answer) + with open('./live_stream_data.json', 'r+') as f: + json.dump(answer, f, indent=4) + + +def afreeca_raw(**kwargs): + ti = kwargs['ti'] + lists = ti.xcom_pull(task_ids='get_s_list_task') + chzzk, afreeca = lists + + afreeca_ids = afreeca + live_stream_data = {} + headers = { + "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", + } + def get_live_status(bjid, headers): + # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 + live_status_url = ( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + ) + live_res = requests.post( + live_status_url, headers=headers, data={"bid": bjid, "type": "live"} + ).json()["CHANNEL"] + return live_res + + def get_broad_info(bjid, headers): + # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 + broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" + broad_res = requests.get(broad_url, headers=headers).json() + return broad_res + + if afreeca_ids != []: + for bjid in afreeca_ids: + live_res = get_live_status(bjid, headers) + broad_res = get_broad_info(bjid, headers) + broad_info = broad_res.get("broad") + + if live_res.get("RESULT") and broad_info: + combined_res = { + "live_status":live_res, + "broad_info":broad_res + } + live_stream_data[bjid] = combined_res + + else: + pass + + answer = {'afreeca':live_stream_data} + + # 파일 읽기 + try: + with open('./live_stream_data.json', 'r') as f: + data = json.load(f) # 파일에서 기존 데이터 로드 + except FileNotFoundError: + data = {} # 파일이 없으면 빈 딕셔너리 사용 + print(data) + # answer 딕셔너리를 기존 data 딕셔너리에 추가/업데이트 + data.update(answer) + + # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 + stream_data = {'stream_data': data} + + # 변경된 전체 데이터를 JSON 파일에 저장 + with open('./live_stream_data.json', 'w') as f: + json.dump(stream_data, f, indent=4) + +## test data +# +# data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} +# data_json = json.dumps(data_dict) + +bucket_name = "de-2-1-bucket" + +# dag codes +with DAG( + 'get_raw_data', + default_args={ + 'owner': 'airflow', + 'depends_on_past': False, + 'start_date': datetime(2024,1,17), + 'retries': 0, + 'retry_delay': timedelta(minutes=5), + }, + schedule_interval="*/5 * * * *", + catchup=False, +)as dag: + + task_get_s_list = PythonOperator( + task_id='get_s_list_task', + python_callable=get_s_list + ) + task_raw_chzzk = PythonOperator( + task_id='chzzk_raw_task', + python_callable=chzzk_raw + ) + task_raw_afreeca = PythonOperator( + task_id='afreeca_raw_task', + python_callable=afreeca_raw + ) + + # load + current_time = '{{ data_interval_end}}' + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'raw_live_viewer' + + filename = './live_stream_data.json' + + # 파일이 존재하는지 먼저 확인 + if not os.path.exists(filename): + # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 + with open(filename, 'w') as f: + json.dump({}, f) + + # 파일을 읽고 쓰기 모드로 열기 + with open(filename, 'r+') as f: + # 파일 내용 읽기 + try: + data_json = json.load(f) + except json.JSONDecodeError: + # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 + data_json = {} + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) +task_get_s_list >> task_raw_chzzk >> task_raw_afreeca >> task_load_raw_data + From 6637aadc9d5fc0c49cd36fe123971976cb0c7d30 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sun, 18 Feb 2024 21:30:50 +0900 Subject: [PATCH 063/249] [feat] : test get data from rds --- dataCollector/test_mysql_rds_connection.py | 42 ++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 dataCollector/test_mysql_rds_connection.py diff --git a/dataCollector/test_mysql_rds_connection.py b/dataCollector/test_mysql_rds_connection.py new file mode 100644 index 0000000..f395fff --- /dev/null +++ b/dataCollector/test_mysql_rds_connection.py @@ -0,0 +1,42 @@ +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.operators.dummy import DummyOperator +from airflow.providers.mysql.operators.mysql import MySqlOperator +from datetime import datetime, timedelta +import json +import logging + + +def retrieve_data(**kwargs): + ti= kwargs['ti'] + data=ti.xcom_pull(task_ids="get_data_using_query") + return data + +# test & load to s3 template +with DAG( + "get_from_rds", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 18), + "retries": 1, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval='@once', + catchup=False, +) as dag: + + + task_get_data = MySqlOperator( + task_id = "get_data_using_query", + sql='select * from STREAMER_INFO limit 10;', + mysql_conn_id = "aws_rds_conn_id" + ) + + task_print_data = PythonOperator( + task_id='print', + provide_context=True, + python_callable=retrieve_data, + ) + +task_get_data >> task_print_data From 461f52e4ec793488e553b1fca4ff504a7fdeb4dd Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sun, 18 Feb 2024 21:31:02 +0900 Subject: [PATCH 064/249] Update test_s3_connection.py --- dataCollector/test_s3_connection.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dataCollector/test_s3_connection.py b/dataCollector/test_s3_connection.py index 3b0693d..04477a6 100644 --- a/dataCollector/test_s3_connection.py +++ b/dataCollector/test_s3_connection.py @@ -12,7 +12,7 @@ # test & load to s3 template with DAG( - "get_raw_data", + "load_to_s3", default_args={ "owner": "airflow", "depends_on_past": False, From bb86e3a513a9f6588be9faf4a787caabffc26915 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sun, 18 Feb 2024 22:32:06 +0900 Subject: [PATCH 065/249] [fea] : fix json file save/load process --- dataCollector/dag_raw_test.py | 50 ++++++++++++++++++++--------------- 1 file changed, 29 insertions(+), 21 deletions(-) diff --git a/dataCollector/dag_raw_test.py b/dataCollector/dag_raw_test.py index de63cb4..f4d2fb8 100644 --- a/dataCollector/dag_raw_test.py +++ b/dataCollector/dag_raw_test.py @@ -35,10 +35,10 @@ def chzzk_raw(**kwargs): live_stream_data[id] = live_data else: pass - answer = {'chzzk': live_stream_data} - print(answer) - with open('./live_stream_data.json', 'r+') as f: - json.dump(answer, f, indent=4) + + + with open('./live_stream_data_chzzk.json', 'w') as f: + json.dump(live_stream_data, f, indent=4) def afreeca_raw(**kwargs): @@ -83,30 +83,33 @@ def get_broad_info(bjid, headers): else: pass - answer = {'afreeca':live_stream_data} + with open('./live_stream_data_afreeca.json', 'w') as f: + json.dump(live_stream_data, f, indent=4) + + +def merge_json(): + # 파일 읽고 기존 데이터 로드 + try: + with open('./live_stream_data_chzzk.json', 'r') as f: + chzzk_data = json.load(f) + except FileNotFoundError: + chzzk_data = {} - # 파일 읽기 try: - with open('./live_stream_data.json', 'r') as f: - data = json.load(f) # 파일에서 기존 데이터 로드 + with open('./live_stream_data_afreeca.json', 'r') as f: + afreeca_data = json.load(f) except FileNotFoundError: - data = {} # 파일이 없으면 빈 딕셔너리 사용 - print(data) - # answer 딕셔너리를 기존 data 딕셔너리에 추가/업데이트 - data.update(answer) + afreeca_data = {} # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 - stream_data = {'stream_data': data} + stream_data = {'stream_data': { + 'chzzk':chzzk_data, + 'afreeca':afreeca_data, + }} - # 변경된 전체 데이터를 JSON 파일에 저장 with open('./live_stream_data.json', 'w') as f: json.dump(stream_data, f, indent=4) -## test data -# -# data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} -# data_json = json.dumps(data_dict) - bucket_name = "de-2-1-bucket" # dag codes @@ -136,6 +139,11 @@ def get_broad_info(bjid, headers): python_callable=afreeca_raw ) + task_merge_json = PythonOperator( + task_id='merge_json_task', + python_callable=merge_json + ) + # load current_time = '{{ data_interval_end}}' year = "{{ data_interval_end.year }}" @@ -159,7 +167,7 @@ def get_broad_info(bjid, headers): except json.JSONDecodeError: # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 data_json = {} - + data_json = json.dumps(data_json) task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, @@ -168,5 +176,5 @@ def get_broad_info(bjid, headers): replace=True, aws_conn_id="aws_conn_id", ) -task_get_s_list >> task_raw_chzzk >> task_raw_afreeca >> task_load_raw_data +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data From 4957a06ba61b4bbf7a65c8cce11a6bafb78f99ac Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 00:13:49 +0900 Subject: [PATCH 066/249] [feat] raw_data DAG 1.0 --- .../streaming/dag_raw_data.py | 50 +++-- dataCollector/chzzk/chzzk_live_status.py | 14 +- dataCollector/chzzk/dag_chzzk_live_data.py | 1 + dataCollector/dag_raw_data.py | 178 ------------------ dataCollector/data_collect_dag.py | 135 ------------- .../test_mysql_rds_connection.py | 0 .../{ => test_files}/test_s3_connection.py | 0 7 files changed, 48 insertions(+), 330 deletions(-) rename dataCollector/dag_raw_test.py => dags/streaming/dag_raw_data.py (82%) delete mode 100644 dataCollector/dag_raw_data.py delete mode 100644 dataCollector/data_collect_dag.py rename dataCollector/{ => test_files}/test_mysql_rds_connection.py (100%) rename dataCollector/{ => test_files}/test_s3_connection.py (100%) diff --git a/dataCollector/dag_raw_test.py b/dags/streaming/dag_raw_data.py similarity index 82% rename from dataCollector/dag_raw_test.py rename to dags/streaming/dag_raw_data.py index f4d2fb8..cca2615 100644 --- a/dataCollector/dag_raw_test.py +++ b/dags/streaming/dag_raw_data.py @@ -2,25 +2,40 @@ from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.providers.postgres.hooks.postgres import PostgresHook -import time +from airflow.providers.mysql.operators.mysql import MySqlOperator + import json import os -from datetime import datetime,timedelta - import requests -import pandas as pd -from bs4 import BeautifulSoup as bs - +from datetime import datetime,timedelta # get streamer_list in rds -def get_s_list(): +def get_s_list(**kwargs): # RDS 연결 설정 - ti = [["fe558c6d1b8ef3206ac0bc0419f3f564","0b33823ac81de48d5b78a38cdbc0ab94"],["devil0108"]] - return ti + ti = kwargs['ti'] + data = ti.xcom_pull(task_ids="get_data_using_query") + + return data + +def process_data(**kwargs): + ti = kwargs['ti'] + # XCom에서 SQL 쿼리 결과 가져오기 + sql_data = ti.xcom_pull(task_ids='get_s_list_task') + chzzk = [] + afc = [] + for row in sql_data: + if row[1] != '': + chzzk.append(row[1]) + if row[2] != '': + afc.append(row[2]) + # 가공된 데이터 반환 + return [chzzk, afc] + def chzzk_raw(**kwargs): ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='get_s_list_task') + lists = ti.xcom_pull(task_ids='processing_task') + print(lists) chzzk, afreeca = lists chzzk_ids = chzzk live_stream_data = {} @@ -43,7 +58,7 @@ def chzzk_raw(**kwargs): def afreeca_raw(**kwargs): ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='get_s_list_task') + lists = ti.xcom_pull(task_ids='processing_task') chzzk, afreeca = lists afreeca_ids = afreeca @@ -126,9 +141,14 @@ def merge_json(): catchup=False, )as dag: - task_get_s_list = PythonOperator( - task_id='get_s_list_task', - python_callable=get_s_list + task_get_s_list = MySqlOperator( + task_id="get_s_list_task", + sql='select STREAMER_ID,CHZ_ID,AFC_ID from STREAMER_INFO;', + mysql_conn_id="aws_rds_conn_id" + ) + task_processing_list = PythonOperator( + task_id='processing_task', + python_callable= process_data ) task_raw_chzzk = PythonOperator( task_id='chzzk_raw_task', @@ -176,5 +196,5 @@ def merge_json(): replace=True, aws_conn_id="aws_conn_id", ) -task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data +task_get_s_list >> task_processing_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data diff --git a/dataCollector/chzzk/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py index b666002..30e88b7 100644 --- a/dataCollector/chzzk/chzzk_live_status.py +++ b/dataCollector/chzzk/chzzk_live_status.py @@ -3,11 +3,16 @@ import json from datetime import datetime +def datetime_converter(o): + if isinstance(o, datetime): + return o.isoformat() + # df_structure df = pd.DataFrame(columns=["STREAMER_ID", "LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE", "GAME_CODE", "VIEWER_NUM"]) +answer = [] # get streamer_id in redis -streamer_id = ['0b33823ac81de48d5b78a38cdbc0ab94'] +streamer_id = ['f39c3d74e33a81ab3080356b91bb8de5','bee4b42475b5937226b8b7ccbe2eb2dc','4d4a3e04937947aae221fc458cb902f7'] for id in streamer_id: # get response @@ -16,7 +21,7 @@ # check live_status live=live_data["content"]["status"] - timestamp = datetime.now() # context("data_interval_end") + timestamp = datetime.now().isoformat() # context("data_interval_end") if live == "OPEN": # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] @@ -26,8 +31,13 @@ status = [id,timestamp,video_title,game_code,viewer_num] df.loc[len(df)] = status + answer.append(status) else: pass +# print(answer) +json_string = json.dumps(answer,ensure_ascii=False,indent=4) +print(json_string) + diff --git a/dataCollector/chzzk/dag_chzzk_live_data.py b/dataCollector/chzzk/dag_chzzk_live_data.py index 090d221..5f86978 100644 --- a/dataCollector/chzzk/dag_chzzk_live_data.py +++ b/dataCollector/chzzk/dag_chzzk_live_data.py @@ -34,6 +34,7 @@ def get_chzzk_data(context): else: pass + return df diff --git a/dataCollector/dag_raw_data.py b/dataCollector/dag_raw_data.py deleted file mode 100644 index ab4d344..0000000 --- a/dataCollector/dag_raw_data.py +++ /dev/null @@ -1,178 +0,0 @@ -from airflow import DAG -from airflow.operators.python import PythonOperator -from airflow.operators.dummy import DummyOperator -from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -from airflow.providers.postgres.hooks.postgres import PostgresHook -import time -import json -from datetime import datetime,timedelta - -import requests -import pandas as pd -from bs4 import BeautifulSoup as bs - - -# get streamer_list in rds -def get_s_list(): - # RDS 연결 설정 - return [["0d027498b18371674fac3ed17247e6b8", "fe558c6d1b8ef3206ac0bc0419f3f564", - "0b33823ac81de48d5b78a38cdbc0ab94"],[""]] - # pg_hook = PostgresHook(postgres_conn_id='my_rds_postgres') - # - # # 데이터베이스에서 데이터 가져오기 - # sql = "SELECT * FROM STREAMER_INFO;" # 적절한 SQL 쿼리로 대체 - # connection = pg_hook.get_conn() - # cursor = connection.cursor() - # cursor.execute(sql) - # results = cursor.fetchall() - # - # - # # streamer 분리 및 저장 - # chzzk = [] - # afreeca = [] - # for row in results: - # if row[1]: - # chzzk.append(row[0], row[1]) #streamer_nm,chz_id - # if row[2]: - # afreeca.append(row[0], row[2]) #streamer_nm,af_id - # - # cursor.close() - # connection.close() - - # - -def chzzk_raw(**kwargs): - ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='get_s_list') - chzzk, afreeca = lists - chzzk_ids = chzzk - live_stream_data = {} - - for id in chzzk_ids: - res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") - - if res.status_code == 200: - live_data = res.json() - live = live_data["content"]["status"] - if live == "OPEN": - live_stream_data[id] = live_data - else: - pass - answer = {'chzzk': live_stream_data} - with open('./live_stream_data.json', 'w') as f: - json.dump(answer, f, indent=4) - - -def afreeca_raw(**kwargs): - ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='get_s_list') - chzzk, afreeca = lists - - afreeca_ids = afreeca - live_stream_data = {} - headers = { - "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", - } - def get_live_status(bjid, headers): - # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 - live_status_url = ( - f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" - ) - live_res = requests.post( - live_status_url, headers=headers, data={"bid": bjid, "type": "live"} - ).json()["CHANNEL"] - return live_res - - def get_broad_info(bjid, headers): - # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 - broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" - broad_res = requests.get(broad_url, headers=headers).json() - return broad_res - - for bjid in afreeca_ids: - live_res = get_live_status(bjid, headers) - broad_res = get_broad_info(bjid, headers) - broad_info = broad_res.get("broad") - - if live_res.get("RESULT") and broad_info: - combined_res = { - "live_status":live_res, - "broad_info":broad_res - } - live_stream_data[bjid] = combined_res - - else: - pass - - answer = {'afreeca':live_stream_data} - try: - with open('/live_stream_data.json', 'r') as f: - data = json.load(f) - except FileNotFoundError: - data = {} - - data.update(answer) - - with open('/live_stream_data.json', 'w') as f: - data = json.load(f) - json.dump(answer, f, indent=4) - - - -## test data -# -# data_dict = {"apple": 0.5, "milk": 2.5, "bread": 4.0} -# data_json = json.dumps(data_dict) - -bucket_name = "de-2-1-bucket" - -# dag codes -with DAG( - 'get_raw_data', - default_args={ - 'owner': 'airflow', - 'depends_on_past': False, - 'start_date': datetime(2024,2,18), - 'retries':1, - 'retry_delay': timedelta(minutes=5), - }, - schedule_interval="*/5 * * * *", - catchup=False, -)as dag: - - task_get_s_list = PythonOperator( - task_id='get_s_list', - python_callable=get_s_list - ) - task_raw_chzzk = PythonOperator( - task_id='chzzk_raw', - python_callable=chzzk_raw - ) - task_raw_afreeca = PythonOperator( - task_id='afreeca_raw', - python_callable=afreeca_raw - ) - - # load - current_time = '{{ data_interval_end}}' - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - table_name = 'raw_live_viewer' - - try: - with open('/live_stream_data.json', 'r') as f: - data_json = json.load(f) - except FileNotFoundError: - data_json = {} - - task_load_raw_data = S3CreateObjectOperator( - task_id="create_object", - s3_bucket=bucket_name, - s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", - data=data_json, - replace=True, - aws_conn_id="aws_conn_id", - ) -task_get_s_list >> [task_raw_chzzk,task_raw_afreeca] >> task_load_raw_data - diff --git a/dataCollector/data_collect_dag.py b/dataCollector/data_collect_dag.py deleted file mode 100644 index 735c988..0000000 --- a/dataCollector/data_collect_dag.py +++ /dev/null @@ -1,135 +0,0 @@ -from airflow.decorators import dag, task -from airflow.utils.dates import days_ago -from airflow.operators.python import PythonOperator - -import time -from datetime import datetime - -import requests -import pandas as pd -from bs4 import BeautifulSoup as bs - - -# DAG 정의 -@dag(schedule_interval='@daily', start_date=days_ago(1), catchup=False) -def get_data(): - - # get streamer_list in elasticcache - @task - def get_streamer_list(): - # test streamer_list - return ["0d027498b18371674fac3ed17247e6b8","fe558c6d1b8ef3206ac0bc0419f3f564","0b33823ac81de48d5b78a38cdbc0ab94"] - - - # chzzk_method - @task - def get_chzzk_data(s_id_list: list,**kwargs): - # df_structure - df = pd.DataFrame(columns=["STREAMER_ID","BROADCAST_ID", "LIVE_COLLECT_TIME", "CHZ_BROADCAST_TITLE","AFC_BROADCAST_TITLE","CHZ_GAME_CODE","AFC_GAME_CODE", "CHZ_VIEWER_NUM","AFC_VIEWER_NUM"]) - broadcast_id = "" - afc_broadcast_title="" - afc_game_code="" - afc_viewer_num=0 - - for streamer_id in s_id_list: - # get response - res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") - live_data = res.json() - - # check live_status - live = live_data["content"]["status"] - timestamp = kwargs("data_interval_end").strftime("%Y-%m-%d %H:%M") - - if live == "OPEN": - # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] - video_title = live_data["content"]["liveTitle"] - game_code = live_data["content"]["liveCategoryValue"] # KR name - viewer_num = int(live_data["content"]["concurrentUserCount"]) - - status = [streamer_id, broadcast_id, timestamp, video_title, afc_broadcast_title, game_code, afc_game_code, viewer_num,afc_viewer_num] - df.loc[len(df)] = status - - else: - pass - return df - - @task - def afreeca_data(bj_ids: list, **kwargs): - def get_live_status(bjid, headers): - # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 - live_status_url = ( - f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" - ) - live_res = requests.post( - live_status_url, headers=headers, data={"bid": bjid, "type": "live"} - ).json()["CHANNEL"] - return live_res - - def get_broad_info(bjid, headers): - # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 - broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" - broad_res = requests.get(broad_url, headers=headers).json() - return broad_res - - - # 연결을 위한 헤더와 parameter설정 - headers = { - "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", - } - - # live stream data를 저장할 리스트 선언 - live_stream_data = [] - - start_time = time.time() - - for bjid in bj_ids: - live_res = get_live_status(bjid, headers) - broad_res = get_broad_info(bjid, headers) - broad_info = broad_res.get("broad") - - try: - # if live is on, RESULT : 1 and res_broad_info is not null - if live_res.get("RESULT") and broad_info: - live_stream_data.append( - { - "STREAMER_ID": bjid, - "BROADCAST_ID": live_res["BNO"], - "LIVE_COLLECT_TIME": broad_res["current_timestamp"].strftime("%Y-%m-%d %H:%M"), - "CHZ_BROADCAST_TITLE": "", - "AFC_BROADCAST_TITLE": live_res["TITLE"], - "CHZ_GAME_CODE": "", - "AFC_GAME_CODE": int(live_res["CATE"]), - "CHZ_VIEWER_NUM": 0, - "AFC_VIEWER_NUM": broad_info["current_sum_viewer"], - } - ) - # else: - # print(f"bj {bjid} is not on live.") - except ValueError: - pass - - # dataframe에 저장 - live_stream_df = pd.DataFrame(live_stream_data) - return live_stream_df - - - @task - def merge_stream_data(chzzk_data: pd.DataFrame,afreeca_data: pd.DataFrame) -> pd.DataFrame: - stream_data = pd.concat([chzzk_data,afreeca_data], ignore_index=True) - return stream_data - - @task - def load(data): - # 데이터 로드 로직 - print(f"Loaded data: {transformed_data['transformed_data']}") - - # 태스크 실행 순서 지정 - streamer_list = get_streamer_list() - chzzk_data = get_chzzk_data(streamer_list) - afreeca_data = get_afreeca_data(streamer_list) - stream_data = merge_stream_data(chzzk_data,afreeca_data) - - load(stream_data) - -# DAG 인스턴스 생성 -example_dag = get_data() diff --git a/dataCollector/test_mysql_rds_connection.py b/dataCollector/test_files/test_mysql_rds_connection.py similarity index 100% rename from dataCollector/test_mysql_rds_connection.py rename to dataCollector/test_files/test_mysql_rds_connection.py diff --git a/dataCollector/test_s3_connection.py b/dataCollector/test_files/test_s3_connection.py similarity index 100% rename from dataCollector/test_s3_connection.py rename to dataCollector/test_files/test_s3_connection.py From 5184c7937852db2fea6970c14b55f4525dc957d1 Mon Sep 17 00:00:00 2001 From: Hun Soo Jeong <147886939+hunsoodev@users.noreply.github.com> Date: Mon, 19 Feb 2024 01:44:45 +0900 Subject: [PATCH 067/249] Update docker-compose.yaml Rendering Airflow UI in a Web Frame from another site Disable Deployment Exposure Warning False setting --- docker-compose.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docker-compose.yaml b/docker-compose.yaml index 7c19e29..88bc547 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -53,6 +53,8 @@ x-airflow-common: &airflow-common build: . environment: &airflow-common-env AIRFLOW__CORE__EXECUTOR: CeleryExecutor + AIRFLOW__WEBSERVER__X_FRAME_ENABLED: "false" + AIRFLOW__WEBSERVER__WARN_DEPLOYMENT_EXPOSURE: "false" AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow # For backward compatibility, with Airflow <2.3 AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres/airflow From eada3b87b6aa5e905db1ac7538a0b4522e32f6b2 Mon Sep 17 00:00:00 2001 From: lyh Date: Mon, 19 Feb 2024 06:07:17 +0900 Subject: [PATCH 068/249] [feat] ETL DAG --- dags/game/game_ccu_to_s3.py | 76 +++++++++ dags/game/game_comment_to_s3.py | 101 +++++++++++ dags/game/game_price_to_s3.py | 67 ++++++++ dags/game/game_rating_to_s3.py | 109 ++++++++++++ dags/game/top_300_games.py | 289 ++++++++++++++++++++++++++++++++ 5 files changed, 642 insertions(+) create mode 100644 dags/game/game_ccu_to_s3.py create mode 100644 dags/game/game_comment_to_s3.py create mode 100644 dags/game/game_price_to_s3.py create mode 100644 dags/game/game_rating_to_s3.py create mode 100644 dags/game/top_300_games.py diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py new file mode 100644 index 0000000..3252d1b --- /dev/null +++ b/dags/game/game_ccu_to_s3.py @@ -0,0 +1,76 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator + +from datetime import datetime, timedelta +# from plugins import slack +from top_300_games import games + +import requests +import json + + +# {"response":{"player_count":1188079,"result":1}} 이렇게 옴 +@task +def get_ccu(): + data = [] # 모든 API 응답을 저장할 리스트 + + for appid, game in games.items(): + url = f"http://api.steampowered.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1?appid={appid}" + response = requests.get(url) + + temp = dict() + temp[appid] = response.json()['response'] + print('temp', temp) + + data.append(temp) # API 응답을 리스트에 추가 + print(temp[appid]['player_count'], temp[appid]['result']) + if temp[appid]['result'] != 1: + print(f'Warning! The CCU of {game} does not exists!') + continue + + ccu = temp[appid]['player_count'] + print(f'CCU of {game}: {ccu}') + + return data + + +@task +def save_to_json(data): + result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + + return result + + +with DAG( + dag_id = 'game_ccu_to_s3', + start_date = datetime(2024,1,1), + catchup=False, + tags=['Steam_API'], + schedule_interval = '@once', + default_args = { + 'retries': 3, + 'retry_delay': timedelta(seconds=15), + # 'on_failure_callback': slack.on_failure_callback, + } +) as dag: + + data = get_ccu() + data_json = save_to_json(data) + + bucket_name = "de-2-1-bucket" + + current_time = "{{ data_interval_end }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'RAW_GAME_CCU' + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py new file mode 100644 index 0000000..3a2bf1c --- /dev/null +++ b/dags/game/game_comment_to_s3.py @@ -0,0 +1,101 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from airflow.models import Variable + +from bs4 import BeautifulSoup +from datetime import datetime, timedelta +# from plugins import slack +from top_300_games import games + +import re +import pandas as pd +import requests +import json + + +# Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 +def get_game_reviews(app_id): + # API URL + api_url = f'https://store.steampowered.com/appreviews/{app_id}?json=1' + + # API 키를 설정 + api_key = Variable.get("steam_api_key") + + # API 요청 매개변수 설정 + params = { + 'key': api_key, + 'json': '1', + 'language': 'korean', # 한국어 리뷰들만 가져오기 + 'num_per_page': 100, # 페이지당 100개의 리뷰 가져오기 + } + + # API 요청 보내기 + response = requests.get(api_url, params=params) + + # 응답 확인 + if response.status_code == 200: + data = response.json() + return data +# reviews = data.get('reviews', []) +# for review in reviews: +# print(f"Review ID: {review['recommendationid']}") +# print(f"Author: {review['author']['steamid']}") +# print(f"Review: {review['review']}") +# print(f"Recommended: {review['voted_up']}") +# print(f"----------------------------------") + else: + print(f"Error: Unable to fetch reviews. Status Code: {response.status_code}") + + +with DAG( + dag_id = 'game_comment_to_s3', + start_date = datetime(2024,1,1), + catchup=False, + tags=['Steam_API'], + schedule_interval = '@once', + default_args = { + 'retries': 3, + 'retry_delay': timedelta(minutes=1), + # 'on_failure_callback': slack.on_failure_callback, + } +) as dag: + + @task + def get_ratings_task(): + data = list() + for app_id, game in games.items(): + temp = dict() + temp[app_id] = get_game_reviews(app_id) + print(game, temp) + data.append(temp) + print() + return data + + + @task + def save_to_json(data): + result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + + return result + + + data = get_ratings_task() + data_json = save_to_json(data) + + bucket_name = "de-2-1-bucket" + + current_time = "{{ data_interval_end }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'RAW_GAME_REVIEW' + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py new file mode 100644 index 0000000..06f11a0 --- /dev/null +++ b/dags/game/game_price_to_s3.py @@ -0,0 +1,67 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator + +from datetime import datetime, timedelta +# from plugins import slack +from top_300_games import games + +import requests +import json + + +@task +def get_ccu(): + data = [] # 모든 API 응답을 저장할 리스트 + + for appid in games.keys(): + url = f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" + response = requests.get(url) + + temp = dict() + temp[appid] = response.json() + + data.append(temp) # API 응답을 리스트에 추가 + + return data + + +@task +def save_to_json(data): + result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + + return result + + +with DAG( + dag_id = 'game_price_to_s3', + start_date = datetime(2024,1,1), + catchup=False, + tags=['Steam_API'], + schedule_interval = '@once', + default_args = { + 'retries': 3, + 'retry_delay': timedelta(seconds=15), + # 'on_failure_callback': slack.on_failure_callback, + } +) as dag: + + data = get_ccu() + data_json = save_to_json(data) + + bucket_name = "de-2-1-bucket" + + current_time = "{{ data_interval_end }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'RAW_GAME_PRICE' + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py new file mode 100644 index 0000000..15f5fad --- /dev/null +++ b/dags/game/game_rating_to_s3.py @@ -0,0 +1,109 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator + +from bs4 import BeautifulSoup +from datetime import datetime, timedelta +# from plugins import slack +from top_300_games import games + +import re +import pandas as pd +import requests +import json + + +# Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 +def get_rating(app_id): + url = f"https://store.steampowered.com/app/{app_id}" + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + + reviewdesc_short = soup.find_all('span', {'class': 'responsive_reviewdesc_short'}) + + if reviewdesc_short == []: + return {'ALL_POSITIVE_NUM': 0, 'ALL_POSITIVE_PERCENT': 0, 'RECENT_POSITIVE_NUM': 0, 'RECENT_POSITIVE_PERCENT': 0} + + recent_reviews = None + all_reviews = None + + for review in reviewdesc_short: + if "Recent" in review.text: + recent_reviews = review + elif "All Time" in review.text: + all_reviews = review + + recent_reviews_text = (recent_reviews.text.strip().replace('\xa0', ' ') if recent_reviews else 'No recent reviews') + all_reviews_text = (all_reviews.text.strip().replace('\xa0', ' ') if all_reviews else 'No reviews') + + # 최근, 모든 평가에서 추출한 숫자들을 리스트로 저장 + recent_reviews_numbers = [int(num) for num in re.findall(r'\d+', recent_reviews_text.replace(',', ''))][::-1] + all_reviews_numbers = [int(num) for num in re.findall(r'\d+', all_reviews_text.replace(',', ''))][::-1] + + print('r', recent_reviews_numbers) + print('a', all_reviews_numbers) + + data = {'ALL_POSITIVE_NUM': all_reviews_numbers[0], + 'ALL_POSITIVE_PERCENT': all_reviews_numbers[1]} + + if len(recent_reviews_numbers) == 0: + data['RECENT_POSITIVE_NUM'] = 0 + data['RECENT_POSITIVE_PERCENT'] = 0 + else: + data['RECENT_POSITIVE_NUM'] = recent_reviews_numbers[0] + data['RECENT_POSITIVE_PERCENT'] = recent_reviews_numbers[1] + + return data + + +with DAG( + dag_id = 'game_rating_to_s3', + start_date = datetime(2024,1,1), + catchup=False, + tags=['Steam_API'], + schedule_interval = '@once', + default_args = { + 'retries': 3, + 'retry_delay': timedelta(minutes=1), + # 'on_failure_callback': slack.on_failure_callback, + } +) as dag: + + @task + def get_ratings_task(): + data = list() + for app_id, game in games.items(): + temp = dict() + temp[app_id] = get_rating(app_id) + print(game, temp) + data.append(temp) + print() + return data + + + @task + def save_to_json(data): + result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + + return result + + + data = get_ratings_task() + data_json = save_to_json(data) + + bucket_name = "de-2-1-bucket" + + current_time = "{{ data_interval_end }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'RAW_GAME_RATING' + + task_load_raw_data = S3CreateObjectOperator( + task_id="create_object", + s3_bucket=bucket_name, + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + data=data_json, + replace=True, + aws_conn_id="aws_conn_id", + ) diff --git a/dags/game/top_300_games.py b/dags/game/top_300_games.py new file mode 100644 index 0000000..a1a0616 --- /dev/null +++ b/dags/game/top_300_games.py @@ -0,0 +1,289 @@ +games = {730: 'Counter-Strike 2', + 1623730: 'Palworld', + 570: 'Dota 2', + 553850: 'HELLDIVERS™ 2', + 1172470: 'Apex Legends', + 1086940: "Baldur's Gate 3", + 271590: 'Grand Theft Auto V', + 1938090: 'Call of Duty®', + 578080: 'PUBG: BATTLEGROUNDS', + 359550: "Tom Clancy's Rainbow Six Siege", + 252490: 'Rust', + 230410: 'Warframe', + 236390: 'War Thunder', + 440: 'Team Fortress 2', + 2252570: 'Football Manager 2024', + 881020: 'Granblue Fantasy: Relink', + 1203620: 'Enshrouded', + 304930: 'Unturned', + 1966720: 'Lethal Company', + 2195250: 'EA SPORTS FC™ 24', + 1245620: 'ELDEN RING', + 1203220: 'NARAKA: BLADEPOINT', + 221100: 'DayZ', + 289070: "Sid Meier's Civilization VI", + 1174180: 'Red Dead Redemption 2', + 2357570: 'Overwatch® 2', + 1085660: 'Destiny 2', + 436150: 'Governor of Poker 3', + 413150: 'Stardew Valley', + 105600: 'Terraria', + 1222670: 'The Sims™ 4', + 1091500: 'Cyberpunk 2077', + 322170: 'Geometry Dash', + 394360: 'Hearts of Iron IV', + 252950: 'Rocket League', + 1449850: 'Yu-Gi-Oh! Master Duel', + 108600: 'Project Zomboid', + 438100: 'VRChat', + 489830: 'The Elder Scrolls V: Skyrim Special Edition', + 582010: 'Monster Hunter: World', + 381210: 'Dead by Daylight', + 2161700: 'Persona 3 Reload', + 218620: 'PAYDAY 2', + 2073850: 'THE FINALS', + 1778820: 'TEKKEN 8', + 2349820: "Hero's Land", + 227300: 'Euro Truck Simulator 2', + 251570: '7 Days to Die', + 346110: 'ARK: Survival Evolved', + 550: 'Left 4 Dead 2', + 294100: 'RimWorld', + 4000: "Garry's Mod", + 250900: 'The Binding of Isaac: Rebirth', + 892970: 'Valheim', + 291550: 'Brawlhalla', + 1248130: 'Farming Simulator 22', + 2399830: 'ARK: Survival Ascended', + 386360: 'SMITE', + 377160: 'Fallout 4', + 8930: "Sid Meier's Civilization V", + 899770: 'Last Epoch', + 1142710: 'Total War: WARHAMMER III', + 813780: 'Age of Empires II: Definitive Edition', + 1158310: 'Crusader Kings III', + 261550: 'Mount & Blade II: Bannerlord', + 236850: 'Europa Universalis IV', + 1454400: 'Cookie Clicker', + 960090: 'Bloons TD 6', + 306130: 'The Elder Scrolls Online', + 284160: 'BeamNG.drive', + 383180: 'Dead Island Riptide Definitive Edition', + 1063730: 'New World', + 427520: 'Factorio', + 2072450: 'Like a Dragon: Infinite Wealth', + 322330: "Don't Starve Together", + 739630: 'Phasmophobia', + 990080: 'Hogwarts Legacy', + 281990: 'Stellaris', + 292030: 'The Witcher 3: Wild Hunt', + 1238810: 'Battlefield™ V', + 107410: 'Arma 3', + 244210: 'Assetto Corsa', + 513710: 'SCUM', + 1151340: 'Fallout 76', + 1687950: 'Persona 5 Royal', + 1250410: 'Microsoft Flight Simulator', + 393380: 'Squad', + 594650: 'Hunt: Showdown', + 646570: 'Slay the Spire', + 1172620: 'Sea of Thieves', + 270880: 'American Truck Simulator', + 761890: 'Albion Online', + 632360: 'Risk of Rain 2', + 1517290: 'Battlefield™ 2042', + 526870: 'Satisfactory', + 1551360: 'Forza Horizon 5', + 1665460: 'eFootball™ 2024', + 440900: 'Conan Exiles', + 548430: 'Deep Rock Galactic', + 10: 'Counter-Strike', + 2140330: 'Madden NFL 24', + 1920960: 'VPet', + 2344520: 'Diablo® IV', + 1466860: 'Age of Empires IV: Anniversary Edition', + 686810: 'Hell Let Loose', + 255710: 'Cities: Skylines', + 1476970: 'Legends of Idleon MMO', + 374320: 'DARK SOULS™ III', + 444090: 'Paladins', + 365670: 'Blender', + 1716740: 'Starfield', + 976730: 'Halo: The Master Chief Collection', + 1144200: 'Ready or Not', + 2338770: 'NBA 2K24', + 1364780: 'Street Fighter™ 6', + 2141910: 'Magic: The Gathering Arena', + 1118200: 'People Playground', + 1997040: 'MARVEL SNAP', + 1240440: 'Halo Infinite', + 1677740: 'Stumble Guys', + 1811260: 'EA SPORTS™ FIFA 23', + 766570: 'Russian Fishing 4', + 1451190: 'Undisputed', + 1267910: 'Melvor Idle', + 552990: 'World of Warships', + 457140: 'Oxygen Not Included', + 1782210: 'Crab Game', + 529340: 'Victoria 3', + 1145360: 'Hades', + 1366540: 'Dyson Sphere Program', + 311210: 'Call of Duty: Black Ops III', + 1973530: 'Limbus Company', + 1238840: 'Battlefield 1 ™', + 1919590: 'NBA 2K23', + 444200: 'World of Tanks Blitz', + 1446780: 'MONSTER HUNTER RISE', + 367520: 'Hollow Knight', + 264710: 'Subnautica', + 22380: 'Fallout: New Vegas', + 1928420: 'Farlight 84', + 233860: 'Kenshi', + 714010: 'Aimlabs', + 949230: 'Cities: Skylines II', + 1326470: 'Sons Of The Forest', + 214950: 'Total War: ROME II - Emperor Edition', + 570940: 'DARK SOULS™: REMASTERED', + 1426210: 'It Takes Two', + 1286830: 'STAR WARS™: The Old Republic™', + 1721470: 'Poppy Playtime', + 2050650: 'Resident Evil 4', + 945360: 'Among Us', + 435150: 'Divinity: Original Sin 2', + 2471100: 'Unnamed Space Idle', + 1147690: 'NGU IDLE', + 244850: 'Space Engineers', + 1794680: 'Vampire Survivors', + 1361210: 'Warhammer 40,000: Darktide', + 627690: 'Idle Champions of the Forgotten Realms', + 386180: 'Crossout', + 1258080: 'Shop Titans', + 601510: 'Yu-Gi-Oh! Duel Links', + 275850: "No Man's Sky", + 1569040: 'Football Manager 2022', + 12210: 'Grand Theft Auto IV: The Complete Edition', + 985810: 'GrandChase', + 648800: 'Raft', + 286160: 'Tabletop Simulator', + 208650: 'Batman™: Arkham Knight', + 933110: 'Age of Empires III: Definitive Edition', + 304390: 'For Honor', + 779340: 'Total War: THREE KINGDOMS', + 268500: 'XCOM 2', + 4700: 'Total War: MEDIEVAL II - Definitive Edition', + 1284210: 'Guild Wars 2', + 1506830: 'FIFA 22', + 1313140: 'Cult of the Lamb', + 376210: 'The Isle', + 814380: 'Sekiro™: Shadows Die Twice', + 1973710: 'ヘブンバ?ンズレッド', + 700330: 'SCP: Secret Laboratory', + 459820: 'Crush Crush', + 1062090: 'Timberborn', + 1593500: 'God of War', + 1888160: 'ARMORED CORE™ VI FIRES OF RUBICON™', + 1260320: 'Party Animals', + 671860: 'BattleBit Remastered', + 1465360: 'SnowRunner', + 977400: 'Cell to Singularity - Evolution Never Ends', + 359320: 'Elite Dangerous', + 1343400: 'RuneScape', + 518790: 'theHunter: Call of the Wild™', + 1942280: 'Brotato', + 1336490: 'Against the Storm', + 1235140: 'Yakuza: Like a Dragon', + 1259420: 'Days Gone', + 1328670: 'Mass Effect™ Legendary Edition', + 1229490: 'ULTRAKILL', + 242760: 'The Forest', + 1128810: 'RISK: Global Domination', + 239140: 'Dying Light', + 1891700: 'Tap Ninja', + 240: 'Counter-Strike: Source', + 534380: 'Dying Light 2', + 655500: 'MX Bikes', + 1535560: 'Farmer Against Potatoes Idle', + 2186680: 'Warhammer 40,000: Rogue Trader', + 1568590: 'Goose Goose Duck', + 3590: 'Plants vs. Zombies: Game of the Year', + 363970: 'Clicker Heroes', + 8500: 'EVE Online', + 1151640: 'Horizon Zero Dawn™ Complete Edition', + 1404210: 'Red Dead Online', + 1462040: 'FINAL FANTASY VII REMAKE INTERGRADE', + 1868140: 'DAVE THE DIVER', + 10500: 'Total War: EMPIRE - Definitive Edition', + 1129580: 'Medieval Dynasty', + 958260: 'DEAD OR ALIVE Xtreme Venus Vacation', + 703080: 'Planet Zoo', + 2108330: 'F1® 23', + 1407200: 'World of Tanks', + 1797880: 'Lost Light', + 397540: 'Borderlands 3', + 638970: 'Yakuza 0', + 48700: 'Mount & Blade: Warband', + 34330: 'Total War: SHOGUN 2', + 1604030: 'V Rising', + 1167630: 'Teardown', + 1468810: '鬼谷八荒 Tale of Immortal', + 231430: 'Company of Heroes 2', + 594570: 'Total War: WARHAMMER II', + 916440: 'Anno 1800', + 380600: 'Fishing Planet', + 1293830: 'Forza Horizon 4', + 1158160: 'Coral Island', + 1774580: 'STAR WARS Jedi: Survivor™', + 219990: 'Grim Dawn', + 2444170: 'Backpack Battles Demo', + 203770: 'Crusader Kings II', + 49520: 'Borderlands 2', + 1850570: "DEATH STRANDING DIRECTOR'S CUT", + 2221490: "Tom Clancy's The Division 2", + 471710: 'Rec Room', + 787860: 'Farming Simulator 19', + 379430: 'Kingdom Come: Deliverance', + 1659040: 'HITMAN 3', + 812140: "Assassin's Creed Odyssey", + 1184370: 'Pathfinder: Wrath of the Righteous - Enhanced Edition', + 635260: 'CarX Drift Racing Online', + 262060: 'Darkest Dungeon®', + 367500: "Dragon's Dogma: Dark Arisen", + 32470: 'STAR WARS™ Empire at War: Gold Pack', + 335300: 'DARK SOULS™ II: Scholar of the First Sin', + 287700: 'METAL GEAR SOLID V: THE PHANTOM PAIN', + 315210: 'Suicide Squad: Kill the Justice League', + 2281730: 'Combat Master', + 1718570: 'ASTLIBRA ～生きた?～ Revision', + 1817070: 'Marvel’s Spider-Man Remastered', + 1066780: 'Transport Fever 2', + 573090: 'Stormworks: Build and Rescue', + 1113000: 'Persona 4 Golden', + 1818450: 'STALCRAFT', + 72850: 'The Elder Scrolls V: Skyrim', + 1943950: 'Escape the Backrooms', + 728880: 'Overcooked! 2', + 1084600: 'My Time at Sandrock', + 805550: 'Assetto Corsa Competizione', + 2321470: 'Deep Rock Galactic: Survivor', + 1222680: 'Need for Speed™ Heat', + 1238860: 'Battlefield 4™', + 1061100: "Hunter's Arena: Legends", + 844870: 'KurtzPel', + 1544020: 'The Callisto Protocol™', + 1805480: 'Like a Dragon: Ishin!', + 1448440: 'Wo Long: Fallen Dynasty', + 2503740: 'Storm Striker', + 1147560: 'Skul: The Hero Slayer', + 1237320: 'Sonic Frontiers', + 1367300: 'Blade Assault', + 1693980: 'Dead Space', + 222420: "THE KING OF FIGHTERS '98 ULTIMATE MATCH FINAL EDITION", + 2500750: 'Only Climb: Better Together', + 1498570: 'THE KING OF FIGHTERS XV', + 2178420: '트리 오브 세이비어', + 1530300: 'Auto Chess', + 1149460: 'Icarus', + 1627720: 'Lies of P', + 1304930: 'The Outlast Trials', + 389730: 'TEKKEN 7', + 1049590: 'Eternal Return'} \ No newline at end of file From 70f87a9e0651edbc5cabefd0a906a4ad402077ae Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 11:46:10 +0900 Subject: [PATCH 069/249] [feat] glue_airflow --- dataCollector/glue&athena/glue_airflow.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 dataCollector/glue&athena/glue_airflow.py diff --git a/dataCollector/glue&athena/glue_airflow.py b/dataCollector/glue&athena/glue_airflow.py new file mode 100644 index 0000000..e69de29 From 544573a67308c6adc38a94682aa5a03f28625109 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 13:25:23 +0900 Subject: [PATCH 070/249] [feat] dag_raw_data v1.1 --- dags/streaming/dag_raw_data.py | 27 ++++--------- dataCollector/glue&athena/glue_airflow.py | 48 +++++++++++++++++++++++ 2 files changed, 55 insertions(+), 20 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index cca2615..df5e5e4 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -15,29 +15,20 @@ def get_s_list(**kwargs): ti = kwargs['ti'] data = ti.xcom_pull(task_ids="get_data_using_query") - return data - -def process_data(**kwargs): - ti = kwargs['ti'] - # XCom에서 SQL 쿼리 결과 가져오기 - sql_data = ti.xcom_pull(task_ids='get_s_list_task') chzzk = [] afc = [] - for row in sql_data: + for row in data: if row[1] != '': chzzk.append(row[1]) if row[2] != '': afc.append(row[2]) - # 가공된 데이터 반환 - return [chzzk, afc] + + kwargs['ti'].xcom_push(key='chzzk',value=chzzk) + kwargs['ti'].xcom_push(key='afc',value=afc) def chzzk_raw(**kwargs): - ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='processing_task') - print(lists) - chzzk, afreeca = lists - chzzk_ids = chzzk + chzzk_ids = kwargs['ti'].xcom_pull(key='chzzk',task_ids='get_s_list') live_stream_data = {} for id in chzzk_ids: @@ -51,17 +42,13 @@ def chzzk_raw(**kwargs): else: pass - with open('./live_stream_data_chzzk.json', 'w') as f: json.dump(live_stream_data, f, indent=4) def afreeca_raw(**kwargs): - ti = kwargs['ti'] - lists = ti.xcom_pull(task_ids='processing_task') - chzzk, afreeca = lists + afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list') - afreeca_ids = afreeca live_stream_data = {} headers = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", @@ -106,7 +93,7 @@ def merge_json(): # 파일 읽고 기존 데이터 로드 try: with open('./live_stream_data_chzzk.json', 'r') as f: - chzzk_data = json.load(f) + chzzk_data = json.load(f) except FileNotFoundError: chzzk_data = {} diff --git a/dataCollector/glue&athena/glue_airflow.py b/dataCollector/glue&athena/glue_airflow.py index e69de29..abef3f8 100644 --- a/dataCollector/glue&athena/glue_airflow.py +++ b/dataCollector/glue&athena/glue_airflow.py @@ -0,0 +1,48 @@ +from datetime import datetime, timedelta +from airflow import DAG +from airflow.providers.amazon.aws.operators.glue import AwsGlueJobOperator +from airflow.operators.python import PythonOperator + +# 전날 날짜를 계산하는 함수 +def set_glue_crawler_params(): + yesterday = datetime.now() - timedelta(1) + date_str = yesterday.strftime('%Y-%m-%d') + # 여기서 필요한 파라미터를 설정할 수 있습니다. + # 예: S3 경로 내 날짜 기반 폴더 + return {"date": date_str} + +default_args = { + 'owner': 'airflow', + 'depends_on_past': False, + 'email_on_failure': False, + 'email_on_retry': False, + 'retries': 1, + 'retry_delay': timedelta(minutes=5), +} + +with DAG( + 'glue_crawler_dag', + default_args=default_args, + description='DAG for running AWS Glue Crawler', + schedule_interval=timedelta(days=1), # 매일 실행 + start_date=datetime(2022, 1, 1), + catchup=False, +) as dag: + + # 파라미터 설정 Task + set_params = PythonOperator( + task_id='set_glue_crawler_params', + python_callable=set_glue_crawler_params, + ) + + # Glue Crawler 실행 Task + run_glue_crawler = AwsGlueJobOperator( + task_id='run_glue_crawler', + job_name='your_glue_crawler_name', # AWS Glue에서 설정한 Crawler 이름 + script_location='s3://your-bucket/path/to/glue/script', # Glue 스크립트 위치 + region_name='your-aws-region', + # 필요한 경우 아래에 추가 파라미터를 전달할 수 있습니다. + # 예: '--additional-python-modules', 'pyarrow==2, pandas' + ) + + set_params >> run_glue_crawler From 9eed54e61bcd62ec78e9c724c4bcd7a775ac8ac8 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 13:37:13 +0900 Subject: [PATCH 071/249] [feat] dag_raw_data v1.2 --- dags/streaming/dag_raw_data.py | 18 +++++++----------- 1 file changed, 7 insertions(+), 11 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index df5e5e4..4f0493e 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -3,6 +3,7 @@ from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.providers.postgres.hooks.postgres import PostgresHook from airflow.providers.mysql.operators.mysql import MySqlOperator +from airflow.providers.mysql.hooks.mysql import MySqlHook import json import os @@ -12,12 +13,12 @@ # get streamer_list in rds def get_s_list(**kwargs): # RDS 연결 설정 - ti = kwargs['ti'] - data = ti.xcom_pull(task_ids="get_data_using_query") - + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + result = mysql_hook.get_records("SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;") + # kwargs['ti'].xcom_push(key='query_result', value=result) chzzk = [] afc = [] - for row in data: + for row in result: if row[1] != '': chzzk.append(row[1]) if row[2] != '': @@ -128,14 +129,9 @@ def merge_json(): catchup=False, )as dag: - task_get_s_list = MySqlOperator( + task_get_s_list = PythonOperator( task_id="get_s_list_task", - sql='select STREAMER_ID,CHZ_ID,AFC_ID from STREAMER_INFO;', - mysql_conn_id="aws_rds_conn_id" - ) - task_processing_list = PythonOperator( - task_id='processing_task', - python_callable= process_data + python_callable=get_s_list ) task_raw_chzzk = PythonOperator( task_id='chzzk_raw_task', From 4d1e3f5a11dbb18a4bee0c6523b8773ba35500b6 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 13:44:52 +0900 Subject: [PATCH 072/249] [feat] raw_data DAG 2.0 --- dags/streaming/dag_raw_data.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 4f0493e..93ea48b 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -29,7 +29,7 @@ def get_s_list(**kwargs): def chzzk_raw(**kwargs): - chzzk_ids = kwargs['ti'].xcom_pull(key='chzzk',task_ids='get_s_list') + chzzk_ids = kwargs['ti'].xcom_pull(key='chzzk',task_ids='get_s_list_task') live_stream_data = {} for id in chzzk_ids: @@ -48,7 +48,7 @@ def chzzk_raw(**kwargs): def afreeca_raw(**kwargs): - afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list') + afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list_task') live_stream_data = {} headers = { @@ -179,5 +179,5 @@ def merge_json(): replace=True, aws_conn_id="aws_conn_id", ) -task_get_s_list >> task_processing_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data From 9ce017c0d2745a1189df3fbf433414288c3c5858 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 14:45:54 +0900 Subject: [PATCH 073/249] [feat] dag_raw_data v2.1 chzzk structure change, code refact --- dags/streaming/dag_raw_data.py | 104 +++++++++++++++++++++++---------- 1 file changed, 72 insertions(+), 32 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 93ea48b..c00ae3e 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,8 +1,7 @@ from airflow import DAG from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -from airflow.providers.postgres.hooks.postgres import PostgresHook -from airflow.providers.mysql.operators.mysql import MySqlOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.mysql.hooks.mysql import MySqlHook import json @@ -30,7 +29,7 @@ def get_s_list(**kwargs): def chzzk_raw(**kwargs): chzzk_ids = kwargs['ti'].xcom_pull(key='chzzk',task_ids='get_s_list_task') - live_stream_data = {} + live_stream_data = [] for id in chzzk_ids: res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") @@ -39,11 +38,12 @@ def chzzk_raw(**kwargs): live_data = res.json() live = live_data["content"]["status"] if live == "OPEN": - live_stream_data[id] = live_data + stream_data = {'id':id, **live_data} + live_stream_data.append(stream_data) else: pass - with open('./live_stream_data_chzzk.json', 'w') as f: + with open(f'./chzzk_{current_time}.json', 'w') as f: json.dump(live_stream_data, f, indent=4) @@ -86,20 +86,19 @@ def get_broad_info(bjid, headers): else: pass - with open('./live_stream_data_afreeca.json', 'w') as f: + with open(f'./afc_{current_time}.json', 'w') as f: json.dump(live_stream_data, f, indent=4) - -def merge_json(): +def merge_json(**kwargs): # 파일 읽고 기존 데이터 로드 try: - with open('./live_stream_data_chzzk.json', 'r') as f: + with open(f'./chzzk_{current_time}.json', 'r') as f: chzzk_data = json.load(f) except FileNotFoundError: - chzzk_data = {} + chzzk_data = [{}] try: - with open('./live_stream_data_afreeca.json', 'r') as f: + with open(f'./afc_{current_time}.json', 'r') as f: afreeca_data = json.load(f) except FileNotFoundError: afreeca_data = {} @@ -110,9 +109,34 @@ def merge_json(): 'afreeca':afreeca_data, }} - with open('./live_stream_data.json', 'w') as f: + with open('local_path', 'w') as f: json.dump(stream_data, f, indent=4) +def upload_file_to_s3_without_reading(local_file_path, bucket_name, s3_key, aws_conn_id): + # S3Hook을 사용하여 파일을 S3에 업로드 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + s3_hook.load_file(filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key) + + +def delete_file(file_path): + """주어진 경로의 파일을 삭제하는 함수""" + if os.path.exists(file_path): + os.remove(file_path) + print(f"Deleted {file_path}") + else: + print(f"The file {file_path} does not exist") + +def delete_files(**kwargs): + # 플랫폼별로 파일 삭제 + platforms = ['afc', 'chzzk'] + for platform in platforms: + file_path = f'./{platform}_{current_time}.json' + delete_file(file_path) + + # local_path를 사용하여 파일 삭제 + file_path = f'{local_path}' + delete_file(file_path) + bucket_name = "de-2-1-bucket" # dag codes @@ -128,6 +152,15 @@ def merge_json(): schedule_interval="*/5 * * * *", catchup=False, )as dag: + + # load + current_time = '{{ data_interval_end}}' + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + table_name = 'raw_live_viewer' + local_name = 'local_raw_live' + local_path = f'./{local_name}_{current_time}.json' task_get_s_list = PythonOperator( task_id="get_s_list_task", @@ -146,38 +179,45 @@ def merge_json(): task_id='merge_json_task', python_callable=merge_json ) + task_load_raw_data = PythonOperator( + task_id='upload_file_directly_to_s3', + python_callable=upload_file_to_s3_without_reading, + op_kwargs={ + 'local_file_path': local_path, + 'bucket_name': bucket_name, + 's3_key': f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + 'aws_conn_id': 'aws_conn_id', + } + ) - # load - current_time = '{{ data_interval_end}}' - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - table_name = 'raw_live_viewer' - - filename = './live_stream_data.json' + delete_local_files = PythonOperator( + task_id='delete_local_files_task', + python_callable=delete_files, + ) # 파일이 존재하는지 먼저 확인 - if not os.path.exists(filename): + if not os.path.exists(local_path): # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 - with open(filename, 'w') as f: + with open(local_path, 'w') as f: json.dump({}, f) # 파일을 읽고 쓰기 모드로 열기 - with open(filename, 'r+') as f: + with open(local_path, 'r+') as f: # 파일 내용 읽기 try: data_json = json.load(f) except json.JSONDecodeError: # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 data_json = {} + data_json = json.dumps(data_json) - task_load_raw_data = S3CreateObjectOperator( - task_id="create_object", - s3_bucket=bucket_name, - s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", - data=data_json, - replace=True, - aws_conn_id="aws_conn_id", - ) -task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data + # task_load_raw_data = S3CreateObjectOperator( + # task_id="create_object", + # s3_bucket=bucket_name, + # s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + # data=data_json, + # replace=True, + # aws_conn_id="aws_conn_id", + # ) +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data >> delete_local_files From 9c413b873be4283d37e8ad9fb8c8c4e5ae8cc98c Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 15:04:30 +0900 Subject: [PATCH 074/249] [feat] dag_raw_data v2.2 --- dags/streaming/dag_raw_data.py | 19 ++++++------------- 1 file changed, 6 insertions(+), 13 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index c00ae3e..a6efddb 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -89,7 +89,7 @@ def get_broad_info(bjid, headers): with open(f'./afc_{current_time}.json', 'w') as f: json.dump(live_stream_data, f, indent=4) -def merge_json(**kwargs): +def merge_json(local_path,**kwargs): # 파일 읽고 기존 데이터 로드 try: with open(f'./chzzk_{current_time}.json', 'r') as f: @@ -109,7 +109,7 @@ def merge_json(**kwargs): 'afreeca':afreeca_data, }} - with open('local_path', 'w') as f: + with open(f'{local_path}', 'w') as f: json.dump(stream_data, f, indent=4) def upload_file_to_s3_without_reading(local_file_path, bucket_name, s3_key, aws_conn_id): @@ -174,10 +174,10 @@ def delete_files(**kwargs): task_id='afreeca_raw_task', python_callable=afreeca_raw ) - task_merge_json = PythonOperator( task_id='merge_json_task', - python_callable=merge_json + python_callable=merge_json, + op_kwargs={'local_path':local_path} ) task_load_raw_data = PythonOperator( task_id='upload_file_directly_to_s3', @@ -186,7 +186,7 @@ def delete_files(**kwargs): 'local_file_path': local_path, 'bucket_name': bucket_name, 's3_key': f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", - 'aws_conn_id': 'aws_conn_id', + 'aws_conn_id': "aws_conn_id", } ) @@ -211,13 +211,6 @@ def delete_files(**kwargs): data_json = {} data_json = json.dumps(data_json) - # task_load_raw_data = S3CreateObjectOperator( - # task_id="create_object", - # s3_bucket=bucket_name, - # s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", - # data=data_json, - # replace=True, - # aws_conn_id="aws_conn_id", - # ) + task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data >> delete_local_files From 4e2365a5f30cdfd4952f087f41761b97ee2453d1 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 15:09:19 +0900 Subject: [PATCH 075/249] [feat] dag_raw_data v2.3 --- dags/streaming/dag_raw_data.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index a6efddb..64d80aa 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -50,7 +50,7 @@ def chzzk_raw(**kwargs): def afreeca_raw(**kwargs): afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list_task') - live_stream_data = {} + live_stream_data = [] headers = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", } @@ -81,7 +81,9 @@ def get_broad_info(bjid, headers): "live_status":live_res, "broad_info":broad_res } - live_stream_data[bjid] = combined_res + + stream_data = {'id': bjid, **combined_res} + live_stream_data.append(stream_data) else: pass @@ -95,13 +97,13 @@ def merge_json(local_path,**kwargs): with open(f'./chzzk_{current_time}.json', 'r') as f: chzzk_data = json.load(f) except FileNotFoundError: - chzzk_data = [{}] + chzzk_data = [] try: with open(f'./afc_{current_time}.json', 'r') as f: afreeca_data = json.load(f) except FileNotFoundError: - afreeca_data = {} + afreeca_data = [] # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 stream_data = {'stream_data': { From 5703535d0c7f7e4dafba962742eedc5291dc7e58 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 17:36:32 +0900 Subject: [PATCH 076/249] [feat] dag_raw_data v3.0 error_check, slack --- dags/streaming/dag_raw_data.py | 41 ++++++++++++++++++++++++++-------- 1 file changed, 32 insertions(+), 9 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 64d80aa..8ac65a5 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,26 +1,50 @@ +import logging + from airflow import DAG from airflow.operators.python import PythonOperator -from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.providers.slack.operators.slack_webhook import SlackWebhookOperator import json import os import requests +import logging from datetime import datetime,timedelta +def send_slack_notification(message): + slack_msg = { + "text": message + } + slack_token = Variable.get("slack_webhook_token") + + slack_operator = SlackWebhookOperator( + task_id="send_slack", + http_conn_id="slack_conn", # Airflow Admin UI에서 설정한 Slack Connection ID + webhook_token=slack_token, # 여기에 실제 WebHook 토큰을 입력하세요 + message=slack_msg, + username="airflow" + ) + slack_operator.execute(context={}) + # get streamer_list in rds def get_s_list(**kwargs): # RDS 연결 설정 - mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") - result = mysql_hook.get_records("SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;") - # kwargs['ti'].xcom_push(key='query_result', value=result) - chzzk = [] - afc = [] + try: + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + result = mysql_hook.get_records("SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;") + except Exception as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + + send_slack_notification(error_msg) + raise AirflowException(error_msg) + + chzzk, afc = [], [] for row in result: - if row[1] != '': + if row[1]: chzzk.append(row[1]) - if row[2] != '': + if row[2]: afc.append(row[2]) kwargs['ti'].xcom_push(key='chzzk',value=chzzk) @@ -46,7 +70,6 @@ def chzzk_raw(**kwargs): with open(f'./chzzk_{current_time}.json', 'w') as f: json.dump(live_stream_data, f, indent=4) - def afreeca_raw(**kwargs): afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list_task') From 839d04f966be714708c27d35819791b43579401e Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 19 Feb 2024 19:31:40 +0900 Subject: [PATCH 077/249] [feat] dag_raw_data v3.1 add slack --- dags/streaming/dag_raw_data.py | 24 +++++------------------- plugins/slack.py | 26 ++++++++++++++++++++++++++ 2 files changed, 31 insertions(+), 19 deletions(-) create mode 100644 plugins/slack.py diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 8ac65a5..9a8ac85 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,31 +1,17 @@ -import logging - from airflow import DAG from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.mysql.hooks.mysql import MySqlHook -from airflow.providers.slack.operators.slack_webhook import SlackWebhookOperator +from airflow.exceptions import AirflowException + import json import os import requests import logging from datetime import datetime,timedelta +import slack -def send_slack_notification(message): - slack_msg = { - "text": message - } - slack_token = Variable.get("slack_webhook_token") - - slack_operator = SlackWebhookOperator( - task_id="send_slack", - http_conn_id="slack_conn", # Airflow Admin UI에서 설정한 Slack Connection ID - webhook_token=slack_token, # 여기에 실제 WebHook 토큰을 입력하세요 - message=slack_msg, - username="airflow" - ) - slack_operator.execute(context={}) # get streamer_list in rds def get_s_list(**kwargs): @@ -37,7 +23,6 @@ def get_s_list(**kwargs): error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) - send_slack_notification(error_msg) raise AirflowException(error_msg) chzzk, afc = [], [] @@ -189,7 +174,8 @@ def delete_files(**kwargs): task_get_s_list = PythonOperator( task_id="get_s_list_task", - python_callable=get_s_list + python_callable=get_s_list, + on_failure_callback=slack.on_failure_callback, ) task_raw_chzzk = PythonOperator( task_id='chzzk_raw_task', diff --git a/plugins/slack.py b/plugins/slack.py new file mode 100644 index 0000000..0b64f92 --- /dev/null +++ b/plugins/slack.py @@ -0,0 +1,26 @@ +from airflow.models import Variable + +import logging +import requests + +def on_failure_callback(context): + """ + https://airflow.apache.org/_modules/airflow/operators/slack_operator.html + Define the callback to post on Slack if a failure is detected in the Workflow + :return: operator.execute + """ + text = str(context['task_instance']) + text += "```" + str(context.get('exception')) +"```" + send_message_to_a_slack_channel(text, ":scream:") + + +# def send_message_to_a_slack_channel(message, emoji, channel, access_token): +def send_message_to_a_slack_channel(message, emoji): + # url = "https://slack.com/api/chat.postMessage" + url = "https://hooks.slack.com/services/"+Variable.get("slack_url") + headers = { + 'content-type': 'application/json', + } + data = { "username": "Data GOD", "text": message, "icon_emoji": emoji } + r = requests.post(url, json=data, headers=headers) + return r \ No newline at end of file From 2c7e8ad03e17265fe4b59cc47f18cd461a6d0376 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Mon, 19 Feb 2024 20:47:57 +0900 Subject: [PATCH 078/249] [feat] : Create pre-commit config file that works with black and flake8 --- .pre-commit-config.yaml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 .pre-commit-config.yaml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..0033109 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,16 @@ +repos: + - repo: https://github.com/psf/black + rev: 24.2.0 + hooks: + - id: black + language_version: python3.11 + # Black doesn't use file filters for inclusion, it formats all Python files by default. + + - repo: https://github.com/PyCQA/flake8 + rev: '7.0.0' + hooks: + - id: flake8 + # Use a regex pattern to include dags and tests/dags directories + files: ^(dags|tests/dags)/.*\.py$ + # Add errors that would be ignored + args: ['--ignore=E501,W503'] From 65ca9a5f8d699695c8357577784ede94a6a4957b Mon Sep 17 00:00:00 2001 From: srlee056 Date: Mon, 19 Feb 2024 20:57:13 +0900 Subject: [PATCH 079/249] [fix] : re-formatted using black --- dags/game/game_ccu_to_s3.py | 39 +- dags/game/game_comment_to_s3.py | 53 +- dags/game/game_price_to_s3.py | 25 +- dags/game/game_rating_to_s3.py | 86 ++- dags/game/top_300_games.py | 552 ++++++++-------- dags/streaming/dag_raw_data.py | 134 ++-- .../afreecaTV/afreecaTV_chat_test.py | 86 ++- .../afreecaTV/afreecaTV_websocket_test.py | 3 +- dataCollector/chzzk/chzzk_chat_data.py | 47 +- dataCollector/chzzk/chzzk_live_status.py | 32 +- dataCollector/chzzk/dag_chzzk_live_data.py | 28 +- dataCollector/chzzk/game_list.py | 602 +++++++++--------- dataCollector/chzzk/get_chzzk_gameid.py | 9 +- dataCollector/chzzk/get_chzzk_streamerid.py | 34 +- dataCollector/glue&athena/glue_airflow.py | 30 +- .../steam/steam_game_review_comment.py | 26 +- .../steam/steam_game_review_statistics.py | 18 +- dataCollector/steam/steam_getting_ccu.py | 24 +- .../steam/steam_price_and_sale_status.py | 12 +- .../steam/steam_top1000_game_list.py | 8 +- .../test_files/test_mysql_rds_connection.py | 20 +- .../test_files/test_s3_connection.py | 8 +- plugins/slack.py | 13 +- 23 files changed, 1005 insertions(+), 884 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 3252d1b..07328e9 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -3,6 +3,7 @@ from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from datetime import datetime, timedelta + # from plugins import slack from top_300_games import games @@ -20,17 +21,17 @@ def get_ccu(): response = requests.get(url) temp = dict() - temp[appid] = response.json()['response'] - print('temp', temp) + temp[appid] = response.json()["response"] + print("temp", temp) data.append(temp) # API 응답을 리스트에 추가 - print(temp[appid]['player_count'], temp[appid]['result']) - if temp[appid]['result'] != 1: - print(f'Warning! The CCU of {game} does not exists!') + print(temp[appid]["player_count"], temp[appid]["result"]) + if temp[appid]["result"] != 1: + print(f"Warning! The CCU of {game} does not exists!") continue - ccu = temp[appid]['player_count'] - print(f'CCU of {game}: {ccu}') + ccu = temp[appid]["player_count"] + print(f"CCU of {game}: {ccu}") return data @@ -38,33 +39,33 @@ def get_ccu(): @task def save_to_json(data): result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - + return result with DAG( - dag_id = 'game_ccu_to_s3', - start_date = datetime(2024,1,1), + dag_id="game_ccu_to_s3", + start_date=datetime(2024, 1, 1), catchup=False, - tags=['Steam_API'], - schedule_interval = '@once', - default_args = { - 'retries': 3, - 'retry_delay': timedelta(seconds=15), + tags=["Steam_API"], + schedule_interval="@once", + default_args={ + "retries": 3, + "retry_delay": timedelta(seconds=15), # 'on_failure_callback': slack.on_failure_callback, - } + }, ) as dag: data = get_ccu() data_json = save_to_json(data) - + bucket_name = "de-2-1-bucket" - + current_time = "{{ data_interval_end }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'RAW_GAME_CCU' + table_name = "RAW_GAME_CCU" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 3a2bf1c..ecc288f 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -5,6 +5,7 @@ from bs4 import BeautifulSoup from datetime import datetime, timedelta + # from plugins import slack from top_300_games import games @@ -17,17 +18,17 @@ # Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 def get_game_reviews(app_id): # API URL - api_url = f'https://store.steampowered.com/appreviews/{app_id}?json=1' + api_url = f"https://store.steampowered.com/appreviews/{app_id}?json=1" # API 키를 설정 api_key = Variable.get("steam_api_key") # API 요청 매개변수 설정 params = { - 'key': api_key, - 'json': '1', - 'language': 'korean', # 한국어 리뷰들만 가져오기 - 'num_per_page': 100, # 페이지당 100개의 리뷰 가져오기 + "key": api_key, + "json": "1", + "language": "korean", # 한국어 리뷰들만 가져오기 + "num_per_page": 100, # 페이지당 100개의 리뷰 가져오기 } # API 요청 보내기 @@ -37,28 +38,28 @@ def get_game_reviews(app_id): if response.status_code == 200: data = response.json() return data -# reviews = data.get('reviews', []) -# for review in reviews: -# print(f"Review ID: {review['recommendationid']}") -# print(f"Author: {review['author']['steamid']}") -# print(f"Review: {review['review']}") -# print(f"Recommended: {review['voted_up']}") -# print(f"----------------------------------") + # reviews = data.get('reviews', []) + # for review in reviews: + # print(f"Review ID: {review['recommendationid']}") + # print(f"Author: {review['author']['steamid']}") + # print(f"Review: {review['review']}") + # print(f"Recommended: {review['voted_up']}") + # print(f"----------------------------------") else: print(f"Error: Unable to fetch reviews. Status Code: {response.status_code}") with DAG( - dag_id = 'game_comment_to_s3', - start_date = datetime(2024,1,1), + dag_id="game_comment_to_s3", + start_date=datetime(2024, 1, 1), catchup=False, - tags=['Steam_API'], - schedule_interval = '@once', - default_args = { - 'retries': 3, - 'retry_delay': timedelta(minutes=1), + tags=["Steam_API"], + schedule_interval="@once", + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=1), # 'on_failure_callback': slack.on_failure_callback, - } + }, ) as dag: @task @@ -71,25 +72,23 @@ def get_ratings_task(): data.append(temp) print() return data - - + @task def save_to_json(data): result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - - return result + return result data = get_ratings_task() data_json = save_to_json(data) - + bucket_name = "de-2-1-bucket" - + current_time = "{{ data_interval_end }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'RAW_GAME_REVIEW' + table_name = "RAW_GAME_REVIEW" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 06f11a0..5574786 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -3,6 +3,7 @@ from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from datetime import datetime, timedelta + # from plugins import slack from top_300_games import games @@ -29,33 +30,33 @@ def get_ccu(): @task def save_to_json(data): result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - + return result with DAG( - dag_id = 'game_price_to_s3', - start_date = datetime(2024,1,1), + dag_id="game_price_to_s3", + start_date=datetime(2024, 1, 1), catchup=False, - tags=['Steam_API'], - schedule_interval = '@once', - default_args = { - 'retries': 3, - 'retry_delay': timedelta(seconds=15), + tags=["Steam_API"], + schedule_interval="@once", + default_args={ + "retries": 3, + "retry_delay": timedelta(seconds=15), # 'on_failure_callback': slack.on_failure_callback, - } + }, ) as dag: data = get_ccu() data_json = save_to_json(data) - + bucket_name = "de-2-1-bucket" - + current_time = "{{ data_interval_end }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'RAW_GAME_PRICE' + table_name = "RAW_GAME_PRICE" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 15f5fad..438a711 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -4,6 +4,7 @@ from bs4 import BeautifulSoup from datetime import datetime, timedelta + # from plugins import slack from top_300_games import games @@ -17,12 +18,17 @@ def get_rating(app_id): url = f"https://store.steampowered.com/app/{app_id}" response = requests.get(url) - soup = BeautifulSoup(response.text, 'html.parser') + soup = BeautifulSoup(response.text, "html.parser") + + reviewdesc_short = soup.find_all("span", {"class": "responsive_reviewdesc_short"}) - reviewdesc_short = soup.find_all('span', {'class': 'responsive_reviewdesc_short'}) - if reviewdesc_short == []: - return {'ALL_POSITIVE_NUM': 0, 'ALL_POSITIVE_PERCENT': 0, 'RECENT_POSITIVE_NUM': 0, 'RECENT_POSITIVE_PERCENT': 0} + return { + "ALL_POSITIVE_NUM": 0, + "ALL_POSITIVE_PERCENT": 0, + "RECENT_POSITIVE_NUM": 0, + "RECENT_POSITIVE_PERCENT": 0, + } recent_reviews = None all_reviews = None @@ -33,40 +39,52 @@ def get_rating(app_id): elif "All Time" in review.text: all_reviews = review - recent_reviews_text = (recent_reviews.text.strip().replace('\xa0', ' ') if recent_reviews else 'No recent reviews') - all_reviews_text = (all_reviews.text.strip().replace('\xa0', ' ') if all_reviews else 'No reviews') + recent_reviews_text = ( + recent_reviews.text.strip().replace("\xa0", " ") + if recent_reviews + else "No recent reviews" + ) + all_reviews_text = ( + all_reviews.text.strip().replace("\xa0", " ") if all_reviews else "No reviews" + ) # 최근, 모든 평가에서 추출한 숫자들을 리스트로 저장 - recent_reviews_numbers = [int(num) for num in re.findall(r'\d+', recent_reviews_text.replace(',', ''))][::-1] - all_reviews_numbers = [int(num) for num in re.findall(r'\d+', all_reviews_text.replace(',', ''))][::-1] - - print('r', recent_reviews_numbers) - print('a', all_reviews_numbers) - - data = {'ALL_POSITIVE_NUM': all_reviews_numbers[0], - 'ALL_POSITIVE_PERCENT': all_reviews_numbers[1]} - + recent_reviews_numbers = [ + int(num) for num in re.findall(r"\d+", recent_reviews_text.replace(",", "")) + ][::-1] + all_reviews_numbers = [ + int(num) for num in re.findall(r"\d+", all_reviews_text.replace(",", "")) + ][::-1] + + print("r", recent_reviews_numbers) + print("a", all_reviews_numbers) + + data = { + "ALL_POSITIVE_NUM": all_reviews_numbers[0], + "ALL_POSITIVE_PERCENT": all_reviews_numbers[1], + } + if len(recent_reviews_numbers) == 0: - data['RECENT_POSITIVE_NUM'] = 0 - data['RECENT_POSITIVE_PERCENT'] = 0 + data["RECENT_POSITIVE_NUM"] = 0 + data["RECENT_POSITIVE_PERCENT"] = 0 else: - data['RECENT_POSITIVE_NUM'] = recent_reviews_numbers[0] - data['RECENT_POSITIVE_PERCENT'] = recent_reviews_numbers[1] - + data["RECENT_POSITIVE_NUM"] = recent_reviews_numbers[0] + data["RECENT_POSITIVE_PERCENT"] = recent_reviews_numbers[1] + return data with DAG( - dag_id = 'game_rating_to_s3', - start_date = datetime(2024,1,1), + dag_id="game_rating_to_s3", + start_date=datetime(2024, 1, 1), catchup=False, - tags=['Steam_API'], - schedule_interval = '@once', - default_args = { - 'retries': 3, - 'retry_delay': timedelta(minutes=1), + tags=["Steam_API"], + schedule_interval="@once", + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=1), # 'on_failure_callback': slack.on_failure_callback, - } + }, ) as dag: @task @@ -79,25 +97,23 @@ def get_ratings_task(): data.append(temp) print() return data - - + @task def save_to_json(data): result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - - return result + return result data = get_ratings_task() data_json = save_to_json(data) - + bucket_name = "de-2-1-bucket" - + current_time = "{{ data_interval_end }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'RAW_GAME_RATING' + table_name = "RAW_GAME_RATING" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/top_300_games.py b/dags/game/top_300_games.py index a1a0616..4040f65 100644 --- a/dags/game/top_300_games.py +++ b/dags/game/top_300_games.py @@ -1,289 +1,291 @@ -games = {730: 'Counter-Strike 2', - 1623730: 'Palworld', - 570: 'Dota 2', - 553850: 'HELLDIVERS™ 2', - 1172470: 'Apex Legends', +games = { + 730: "Counter-Strike 2", + 1623730: "Palworld", + 570: "Dota 2", + 553850: "HELLDIVERS™ 2", + 1172470: "Apex Legends", 1086940: "Baldur's Gate 3", - 271590: 'Grand Theft Auto V', - 1938090: 'Call of Duty®', - 578080: 'PUBG: BATTLEGROUNDS', + 271590: "Grand Theft Auto V", + 1938090: "Call of Duty®", + 578080: "PUBG: BATTLEGROUNDS", 359550: "Tom Clancy's Rainbow Six Siege", - 252490: 'Rust', - 230410: 'Warframe', - 236390: 'War Thunder', - 440: 'Team Fortress 2', - 2252570: 'Football Manager 2024', - 881020: 'Granblue Fantasy: Relink', - 1203620: 'Enshrouded', - 304930: 'Unturned', - 1966720: 'Lethal Company', - 2195250: 'EA SPORTS FC™ 24', - 1245620: 'ELDEN RING', - 1203220: 'NARAKA: BLADEPOINT', - 221100: 'DayZ', + 252490: "Rust", + 230410: "Warframe", + 236390: "War Thunder", + 440: "Team Fortress 2", + 2252570: "Football Manager 2024", + 881020: "Granblue Fantasy: Relink", + 1203620: "Enshrouded", + 304930: "Unturned", + 1966720: "Lethal Company", + 2195250: "EA SPORTS FC™ 24", + 1245620: "ELDEN RING", + 1203220: "NARAKA: BLADEPOINT", + 221100: "DayZ", 289070: "Sid Meier's Civilization VI", - 1174180: 'Red Dead Redemption 2', - 2357570: 'Overwatch® 2', - 1085660: 'Destiny 2', - 436150: 'Governor of Poker 3', - 413150: 'Stardew Valley', - 105600: 'Terraria', - 1222670: 'The Sims™ 4', - 1091500: 'Cyberpunk 2077', - 322170: 'Geometry Dash', - 394360: 'Hearts of Iron IV', - 252950: 'Rocket League', - 1449850: 'Yu-Gi-Oh! Master Duel', - 108600: 'Project Zomboid', - 438100: 'VRChat', - 489830: 'The Elder Scrolls V: Skyrim Special Edition', - 582010: 'Monster Hunter: World', - 381210: 'Dead by Daylight', - 2161700: 'Persona 3 Reload', - 218620: 'PAYDAY 2', - 2073850: 'THE FINALS', - 1778820: 'TEKKEN 8', + 1174180: "Red Dead Redemption 2", + 2357570: "Overwatch® 2", + 1085660: "Destiny 2", + 436150: "Governor of Poker 3", + 413150: "Stardew Valley", + 105600: "Terraria", + 1222670: "The Sims™ 4", + 1091500: "Cyberpunk 2077", + 322170: "Geometry Dash", + 394360: "Hearts of Iron IV", + 252950: "Rocket League", + 1449850: "Yu-Gi-Oh! Master Duel", + 108600: "Project Zomboid", + 438100: "VRChat", + 489830: "The Elder Scrolls V: Skyrim Special Edition", + 582010: "Monster Hunter: World", + 381210: "Dead by Daylight", + 2161700: "Persona 3 Reload", + 218620: "PAYDAY 2", + 2073850: "THE FINALS", + 1778820: "TEKKEN 8", 2349820: "Hero's Land", - 227300: 'Euro Truck Simulator 2', - 251570: '7 Days to Die', - 346110: 'ARK: Survival Evolved', - 550: 'Left 4 Dead 2', - 294100: 'RimWorld', + 227300: "Euro Truck Simulator 2", + 251570: "7 Days to Die", + 346110: "ARK: Survival Evolved", + 550: "Left 4 Dead 2", + 294100: "RimWorld", 4000: "Garry's Mod", - 250900: 'The Binding of Isaac: Rebirth', - 892970: 'Valheim', - 291550: 'Brawlhalla', - 1248130: 'Farming Simulator 22', - 2399830: 'ARK: Survival Ascended', - 386360: 'SMITE', - 377160: 'Fallout 4', + 250900: "The Binding of Isaac: Rebirth", + 892970: "Valheim", + 291550: "Brawlhalla", + 1248130: "Farming Simulator 22", + 2399830: "ARK: Survival Ascended", + 386360: "SMITE", + 377160: "Fallout 4", 8930: "Sid Meier's Civilization V", - 899770: 'Last Epoch', - 1142710: 'Total War: WARHAMMER III', - 813780: 'Age of Empires II: Definitive Edition', - 1158310: 'Crusader Kings III', - 261550: 'Mount & Blade II: Bannerlord', - 236850: 'Europa Universalis IV', - 1454400: 'Cookie Clicker', - 960090: 'Bloons TD 6', - 306130: 'The Elder Scrolls Online', - 284160: 'BeamNG.drive', - 383180: 'Dead Island Riptide Definitive Edition', - 1063730: 'New World', - 427520: 'Factorio', - 2072450: 'Like a Dragon: Infinite Wealth', + 899770: "Last Epoch", + 1142710: "Total War: WARHAMMER III", + 813780: "Age of Empires II: Definitive Edition", + 1158310: "Crusader Kings III", + 261550: "Mount & Blade II: Bannerlord", + 236850: "Europa Universalis IV", + 1454400: "Cookie Clicker", + 960090: "Bloons TD 6", + 306130: "The Elder Scrolls Online", + 284160: "BeamNG.drive", + 383180: "Dead Island Riptide Definitive Edition", + 1063730: "New World", + 427520: "Factorio", + 2072450: "Like a Dragon: Infinite Wealth", 322330: "Don't Starve Together", - 739630: 'Phasmophobia', - 990080: 'Hogwarts Legacy', - 281990: 'Stellaris', - 292030: 'The Witcher 3: Wild Hunt', - 1238810: 'Battlefield™ V', - 107410: 'Arma 3', - 244210: 'Assetto Corsa', - 513710: 'SCUM', - 1151340: 'Fallout 76', - 1687950: 'Persona 5 Royal', - 1250410: 'Microsoft Flight Simulator', - 393380: 'Squad', - 594650: 'Hunt: Showdown', - 646570: 'Slay the Spire', - 1172620: 'Sea of Thieves', - 270880: 'American Truck Simulator', - 761890: 'Albion Online', - 632360: 'Risk of Rain 2', - 1517290: 'Battlefield™ 2042', - 526870: 'Satisfactory', - 1551360: 'Forza Horizon 5', - 1665460: 'eFootball™ 2024', - 440900: 'Conan Exiles', - 548430: 'Deep Rock Galactic', - 10: 'Counter-Strike', - 2140330: 'Madden NFL 24', - 1920960: 'VPet', - 2344520: 'Diablo® IV', - 1466860: 'Age of Empires IV: Anniversary Edition', - 686810: 'Hell Let Loose', - 255710: 'Cities: Skylines', - 1476970: 'Legends of Idleon MMO', - 374320: 'DARK SOULS™ III', - 444090: 'Paladins', - 365670: 'Blender', - 1716740: 'Starfield', - 976730: 'Halo: The Master Chief Collection', - 1144200: 'Ready or Not', - 2338770: 'NBA 2K24', - 1364780: 'Street Fighter™ 6', - 2141910: 'Magic: The Gathering Arena', - 1118200: 'People Playground', - 1997040: 'MARVEL SNAP', - 1240440: 'Halo Infinite', - 1677740: 'Stumble Guys', - 1811260: 'EA SPORTS™ FIFA 23', - 766570: 'Russian Fishing 4', - 1451190: 'Undisputed', - 1267910: 'Melvor Idle', - 552990: 'World of Warships', - 457140: 'Oxygen Not Included', - 1782210: 'Crab Game', - 529340: 'Victoria 3', - 1145360: 'Hades', - 1366540: 'Dyson Sphere Program', - 311210: 'Call of Duty: Black Ops III', - 1973530: 'Limbus Company', - 1238840: 'Battlefield 1 ™', - 1919590: 'NBA 2K23', - 444200: 'World of Tanks Blitz', - 1446780: 'MONSTER HUNTER RISE', - 367520: 'Hollow Knight', - 264710: 'Subnautica', - 22380: 'Fallout: New Vegas', - 1928420: 'Farlight 84', - 233860: 'Kenshi', - 714010: 'Aimlabs', - 949230: 'Cities: Skylines II', - 1326470: 'Sons Of The Forest', - 214950: 'Total War: ROME II - Emperor Edition', - 570940: 'DARK SOULS™: REMASTERED', - 1426210: 'It Takes Two', - 1286830: 'STAR WARS™: The Old Republic™', - 1721470: 'Poppy Playtime', - 2050650: 'Resident Evil 4', - 945360: 'Among Us', - 435150: 'Divinity: Original Sin 2', - 2471100: 'Unnamed Space Idle', - 1147690: 'NGU IDLE', - 244850: 'Space Engineers', - 1794680: 'Vampire Survivors', - 1361210: 'Warhammer 40,000: Darktide', - 627690: 'Idle Champions of the Forgotten Realms', - 386180: 'Crossout', - 1258080: 'Shop Titans', - 601510: 'Yu-Gi-Oh! Duel Links', + 739630: "Phasmophobia", + 990080: "Hogwarts Legacy", + 281990: "Stellaris", + 292030: "The Witcher 3: Wild Hunt", + 1238810: "Battlefield™ V", + 107410: "Arma 3", + 244210: "Assetto Corsa", + 513710: "SCUM", + 1151340: "Fallout 76", + 1687950: "Persona 5 Royal", + 1250410: "Microsoft Flight Simulator", + 393380: "Squad", + 594650: "Hunt: Showdown", + 646570: "Slay the Spire", + 1172620: "Sea of Thieves", + 270880: "American Truck Simulator", + 761890: "Albion Online", + 632360: "Risk of Rain 2", + 1517290: "Battlefield™ 2042", + 526870: "Satisfactory", + 1551360: "Forza Horizon 5", + 1665460: "eFootball™ 2024", + 440900: "Conan Exiles", + 548430: "Deep Rock Galactic", + 10: "Counter-Strike", + 2140330: "Madden NFL 24", + 1920960: "VPet", + 2344520: "Diablo® IV", + 1466860: "Age of Empires IV: Anniversary Edition", + 686810: "Hell Let Loose", + 255710: "Cities: Skylines", + 1476970: "Legends of Idleon MMO", + 374320: "DARK SOULS™ III", + 444090: "Paladins", + 365670: "Blender", + 1716740: "Starfield", + 976730: "Halo: The Master Chief Collection", + 1144200: "Ready or Not", + 2338770: "NBA 2K24", + 1364780: "Street Fighter™ 6", + 2141910: "Magic: The Gathering Arena", + 1118200: "People Playground", + 1997040: "MARVEL SNAP", + 1240440: "Halo Infinite", + 1677740: "Stumble Guys", + 1811260: "EA SPORTS™ FIFA 23", + 766570: "Russian Fishing 4", + 1451190: "Undisputed", + 1267910: "Melvor Idle", + 552990: "World of Warships", + 457140: "Oxygen Not Included", + 1782210: "Crab Game", + 529340: "Victoria 3", + 1145360: "Hades", + 1366540: "Dyson Sphere Program", + 311210: "Call of Duty: Black Ops III", + 1973530: "Limbus Company", + 1238840: "Battlefield 1 ™", + 1919590: "NBA 2K23", + 444200: "World of Tanks Blitz", + 1446780: "MONSTER HUNTER RISE", + 367520: "Hollow Knight", + 264710: "Subnautica", + 22380: "Fallout: New Vegas", + 1928420: "Farlight 84", + 233860: "Kenshi", + 714010: "Aimlabs", + 949230: "Cities: Skylines II", + 1326470: "Sons Of The Forest", + 214950: "Total War: ROME II - Emperor Edition", + 570940: "DARK SOULS™: REMASTERED", + 1426210: "It Takes Two", + 1286830: "STAR WARS™: The Old Republic™", + 1721470: "Poppy Playtime", + 2050650: "Resident Evil 4", + 945360: "Among Us", + 435150: "Divinity: Original Sin 2", + 2471100: "Unnamed Space Idle", + 1147690: "NGU IDLE", + 244850: "Space Engineers", + 1794680: "Vampire Survivors", + 1361210: "Warhammer 40,000: Darktide", + 627690: "Idle Champions of the Forgotten Realms", + 386180: "Crossout", + 1258080: "Shop Titans", + 601510: "Yu-Gi-Oh! Duel Links", 275850: "No Man's Sky", - 1569040: 'Football Manager 2022', - 12210: 'Grand Theft Auto IV: The Complete Edition', - 985810: 'GrandChase', - 648800: 'Raft', - 286160: 'Tabletop Simulator', - 208650: 'Batman™: Arkham Knight', - 933110: 'Age of Empires III: Definitive Edition', - 304390: 'For Honor', - 779340: 'Total War: THREE KINGDOMS', - 268500: 'XCOM 2', - 4700: 'Total War: MEDIEVAL II - Definitive Edition', - 1284210: 'Guild Wars 2', - 1506830: 'FIFA 22', - 1313140: 'Cult of the Lamb', - 376210: 'The Isle', - 814380: 'Sekiro™: Shadows Die Twice', - 1973710: 'ヘブンバ?ンズレッド', - 700330: 'SCP: Secret Laboratory', - 459820: 'Crush Crush', - 1062090: 'Timberborn', - 1593500: 'God of War', - 1888160: 'ARMORED CORE™ VI FIRES OF RUBICON™', - 1260320: 'Party Animals', - 671860: 'BattleBit Remastered', - 1465360: 'SnowRunner', - 977400: 'Cell to Singularity - Evolution Never Ends', - 359320: 'Elite Dangerous', - 1343400: 'RuneScape', - 518790: 'theHunter: Call of the Wild™', - 1942280: 'Brotato', - 1336490: 'Against the Storm', - 1235140: 'Yakuza: Like a Dragon', - 1259420: 'Days Gone', - 1328670: 'Mass Effect™ Legendary Edition', - 1229490: 'ULTRAKILL', - 242760: 'The Forest', - 1128810: 'RISK: Global Domination', - 239140: 'Dying Light', - 1891700: 'Tap Ninja', - 240: 'Counter-Strike: Source', - 534380: 'Dying Light 2', - 655500: 'MX Bikes', - 1535560: 'Farmer Against Potatoes Idle', - 2186680: 'Warhammer 40,000: Rogue Trader', - 1568590: 'Goose Goose Duck', - 3590: 'Plants vs. Zombies: Game of the Year', - 363970: 'Clicker Heroes', - 8500: 'EVE Online', - 1151640: 'Horizon Zero Dawn™ Complete Edition', - 1404210: 'Red Dead Online', - 1462040: 'FINAL FANTASY VII REMAKE INTERGRADE', - 1868140: 'DAVE THE DIVER', - 10500: 'Total War: EMPIRE - Definitive Edition', - 1129580: 'Medieval Dynasty', - 958260: 'DEAD OR ALIVE Xtreme Venus Vacation', - 703080: 'Planet Zoo', - 2108330: 'F1® 23', - 1407200: 'World of Tanks', - 1797880: 'Lost Light', - 397540: 'Borderlands 3', - 638970: 'Yakuza 0', - 48700: 'Mount & Blade: Warband', - 34330: 'Total War: SHOGUN 2', - 1604030: 'V Rising', - 1167630: 'Teardown', - 1468810: '鬼谷八荒 Tale of Immortal', - 231430: 'Company of Heroes 2', - 594570: 'Total War: WARHAMMER II', - 916440: 'Anno 1800', - 380600: 'Fishing Planet', - 1293830: 'Forza Horizon 4', - 1158160: 'Coral Island', - 1774580: 'STAR WARS Jedi: Survivor™', - 219990: 'Grim Dawn', - 2444170: 'Backpack Battles Demo', - 203770: 'Crusader Kings II', - 49520: 'Borderlands 2', + 1569040: "Football Manager 2022", + 12210: "Grand Theft Auto IV: The Complete Edition", + 985810: "GrandChase", + 648800: "Raft", + 286160: "Tabletop Simulator", + 208650: "Batman™: Arkham Knight", + 933110: "Age of Empires III: Definitive Edition", + 304390: "For Honor", + 779340: "Total War: THREE KINGDOMS", + 268500: "XCOM 2", + 4700: "Total War: MEDIEVAL II - Definitive Edition", + 1284210: "Guild Wars 2", + 1506830: "FIFA 22", + 1313140: "Cult of the Lamb", + 376210: "The Isle", + 814380: "Sekiro™: Shadows Die Twice", + 1973710: "ヘブンバ?ンズレッド", + 700330: "SCP: Secret Laboratory", + 459820: "Crush Crush", + 1062090: "Timberborn", + 1593500: "God of War", + 1888160: "ARMORED CORE™ VI FIRES OF RUBICON™", + 1260320: "Party Animals", + 671860: "BattleBit Remastered", + 1465360: "SnowRunner", + 977400: "Cell to Singularity - Evolution Never Ends", + 359320: "Elite Dangerous", + 1343400: "RuneScape", + 518790: "theHunter: Call of the Wild™", + 1942280: "Brotato", + 1336490: "Against the Storm", + 1235140: "Yakuza: Like a Dragon", + 1259420: "Days Gone", + 1328670: "Mass Effect™ Legendary Edition", + 1229490: "ULTRAKILL", + 242760: "The Forest", + 1128810: "RISK: Global Domination", + 239140: "Dying Light", + 1891700: "Tap Ninja", + 240: "Counter-Strike: Source", + 534380: "Dying Light 2", + 655500: "MX Bikes", + 1535560: "Farmer Against Potatoes Idle", + 2186680: "Warhammer 40,000: Rogue Trader", + 1568590: "Goose Goose Duck", + 3590: "Plants vs. Zombies: Game of the Year", + 363970: "Clicker Heroes", + 8500: "EVE Online", + 1151640: "Horizon Zero Dawn™ Complete Edition", + 1404210: "Red Dead Online", + 1462040: "FINAL FANTASY VII REMAKE INTERGRADE", + 1868140: "DAVE THE DIVER", + 10500: "Total War: EMPIRE - Definitive Edition", + 1129580: "Medieval Dynasty", + 958260: "DEAD OR ALIVE Xtreme Venus Vacation", + 703080: "Planet Zoo", + 2108330: "F1® 23", + 1407200: "World of Tanks", + 1797880: "Lost Light", + 397540: "Borderlands 3", + 638970: "Yakuza 0", + 48700: "Mount & Blade: Warband", + 34330: "Total War: SHOGUN 2", + 1604030: "V Rising", + 1167630: "Teardown", + 1468810: "鬼谷八荒 Tale of Immortal", + 231430: "Company of Heroes 2", + 594570: "Total War: WARHAMMER II", + 916440: "Anno 1800", + 380600: "Fishing Planet", + 1293830: "Forza Horizon 4", + 1158160: "Coral Island", + 1774580: "STAR WARS Jedi: Survivor™", + 219990: "Grim Dawn", + 2444170: "Backpack Battles Demo", + 203770: "Crusader Kings II", + 49520: "Borderlands 2", 1850570: "DEATH STRANDING DIRECTOR'S CUT", 2221490: "Tom Clancy's The Division 2", - 471710: 'Rec Room', - 787860: 'Farming Simulator 19', - 379430: 'Kingdom Come: Deliverance', - 1659040: 'HITMAN 3', + 471710: "Rec Room", + 787860: "Farming Simulator 19", + 379430: "Kingdom Come: Deliverance", + 1659040: "HITMAN 3", 812140: "Assassin's Creed Odyssey", - 1184370: 'Pathfinder: Wrath of the Righteous - Enhanced Edition', - 635260: 'CarX Drift Racing Online', - 262060: 'Darkest Dungeon®', + 1184370: "Pathfinder: Wrath of the Righteous - Enhanced Edition", + 635260: "CarX Drift Racing Online", + 262060: "Darkest Dungeon®", 367500: "Dragon's Dogma: Dark Arisen", - 32470: 'STAR WARS™ Empire at War: Gold Pack', - 335300: 'DARK SOULS™ II: Scholar of the First Sin', - 287700: 'METAL GEAR SOLID V: THE PHANTOM PAIN', - 315210: 'Suicide Squad: Kill the Justice League', - 2281730: 'Combat Master', - 1718570: 'ASTLIBRA ～生きた?～ Revision', - 1817070: 'Marvel’s Spider-Man Remastered', - 1066780: 'Transport Fever 2', - 573090: 'Stormworks: Build and Rescue', - 1113000: 'Persona 4 Golden', - 1818450: 'STALCRAFT', - 72850: 'The Elder Scrolls V: Skyrim', - 1943950: 'Escape the Backrooms', - 728880: 'Overcooked! 2', - 1084600: 'My Time at Sandrock', - 805550: 'Assetto Corsa Competizione', - 2321470: 'Deep Rock Galactic: Survivor', - 1222680: 'Need for Speed™ Heat', - 1238860: 'Battlefield 4™', + 32470: "STAR WARS™ Empire at War: Gold Pack", + 335300: "DARK SOULS™ II: Scholar of the First Sin", + 287700: "METAL GEAR SOLID V: THE PHANTOM PAIN", + 315210: "Suicide Squad: Kill the Justice League", + 2281730: "Combat Master", + 1718570: "ASTLIBRA ～生きた?～ Revision", + 1817070: "Marvel’s Spider-Man Remastered", + 1066780: "Transport Fever 2", + 573090: "Stormworks: Build and Rescue", + 1113000: "Persona 4 Golden", + 1818450: "STALCRAFT", + 72850: "The Elder Scrolls V: Skyrim", + 1943950: "Escape the Backrooms", + 728880: "Overcooked! 2", + 1084600: "My Time at Sandrock", + 805550: "Assetto Corsa Competizione", + 2321470: "Deep Rock Galactic: Survivor", + 1222680: "Need for Speed™ Heat", + 1238860: "Battlefield 4™", 1061100: "Hunter's Arena: Legends", - 844870: 'KurtzPel', - 1544020: 'The Callisto Protocol™', - 1805480: 'Like a Dragon: Ishin!', - 1448440: 'Wo Long: Fallen Dynasty', - 2503740: 'Storm Striker', - 1147560: 'Skul: The Hero Slayer', - 1237320: 'Sonic Frontiers', - 1367300: 'Blade Assault', - 1693980: 'Dead Space', + 844870: "KurtzPel", + 1544020: "The Callisto Protocol™", + 1805480: "Like a Dragon: Ishin!", + 1448440: "Wo Long: Fallen Dynasty", + 2503740: "Storm Striker", + 1147560: "Skul: The Hero Slayer", + 1237320: "Sonic Frontiers", + 1367300: "Blade Assault", + 1693980: "Dead Space", 222420: "THE KING OF FIGHTERS '98 ULTIMATE MATCH FINAL EDITION", - 2500750: 'Only Climb: Better Together', - 1498570: 'THE KING OF FIGHTERS XV', - 2178420: '트리 오브 세이비어', - 1530300: 'Auto Chess', - 1149460: 'Icarus', - 1627720: 'Lies of P', - 1304930: 'The Outlast Trials', - 389730: 'TEKKEN 7', - 1049590: 'Eternal Return'} \ No newline at end of file + 2500750: "Only Climb: Better Together", + 1498570: "THE KING OF FIGHTERS XV", + 2178420: "트리 오브 세이비어", + 1530300: "Auto Chess", + 1149460: "Icarus", + 1627720: "Lies of P", + 1304930: "The Outlast Trials", + 389730: "TEKKEN 7", + 1049590: "Eternal Return", +} diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 9a8ac85..d8c53fa 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -9,7 +9,7 @@ import os import requests import logging -from datetime import datetime,timedelta +from datetime import datetime, timedelta import slack @@ -18,7 +18,9 @@ def get_s_list(**kwargs): # RDS 연결 설정 try: mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") - result = mysql_hook.get_records("SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;") + result = mysql_hook.get_records( + "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" + ) except Exception as e: error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) @@ -32,36 +34,40 @@ def get_s_list(**kwargs): if row[2]: afc.append(row[2]) - kwargs['ti'].xcom_push(key='chzzk',value=chzzk) - kwargs['ti'].xcom_push(key='afc',value=afc) + kwargs["ti"].xcom_push(key="chzzk", value=chzzk) + kwargs["ti"].xcom_push(key="afc", value=afc) def chzzk_raw(**kwargs): - chzzk_ids = kwargs['ti'].xcom_pull(key='chzzk',task_ids='get_s_list_task') + chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] for id in chzzk_ids: - res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + res = requests.get( + f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" + ) if res.status_code == 200: live_data = res.json() live = live_data["content"]["status"] if live == "OPEN": - stream_data = {'id':id, **live_data} + stream_data = {"id": id, **live_data} live_stream_data.append(stream_data) else: pass - with open(f'./chzzk_{current_time}.json', 'w') as f: + with open(f"./chzzk_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) + def afreeca_raw(**kwargs): - afreeca_ids = kwargs['ti'].xcom_pull(key='afc', task_ids='get_s_list_task') + afreeca_ids = kwargs["ti"].xcom_pull(key="afc", task_ids="get_s_list_task") live_stream_data = [] headers = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", } + def get_live_status(bjid, headers): # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 live_status_url = ( @@ -85,47 +91,52 @@ def get_broad_info(bjid, headers): broad_info = broad_res.get("broad") if live_res.get("RESULT") and broad_info: - combined_res = { - "live_status":live_res, - "broad_info":broad_res - } + combined_res = {"live_status": live_res, "broad_info": broad_res} - stream_data = {'id': bjid, **combined_res} + stream_data = {"id": bjid, **combined_res} live_stream_data.append(stream_data) else: pass - with open(f'./afc_{current_time}.json', 'w') as f: + with open(f"./afc_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) -def merge_json(local_path,**kwargs): + +def merge_json(local_path, **kwargs): # 파일 읽고 기존 데이터 로드 try: - with open(f'./chzzk_{current_time}.json', 'r') as f: + with open(f"./chzzk_{current_time}.json", "r") as f: chzzk_data = json.load(f) except FileNotFoundError: chzzk_data = [] try: - with open(f'./afc_{current_time}.json', 'r') as f: - afreeca_data = json.load(f) + with open(f"./afc_{current_time}.json", "r") as f: + afreeca_data = json.load(f) except FileNotFoundError: afreeca_data = [] # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 - stream_data = {'stream_data': { - 'chzzk':chzzk_data, - 'afreeca':afreeca_data, - }} + stream_data = { + "stream_data": { + "chzzk": chzzk_data, + "afreeca": afreeca_data, + } + } - with open(f'{local_path}', 'w') as f: + with open(f"{local_path}", "w") as f: json.dump(stream_data, f, indent=4) -def upload_file_to_s3_without_reading(local_file_path, bucket_name, s3_key, aws_conn_id): + +def upload_file_to_s3_without_reading( + local_file_path, bucket_name, s3_key, aws_conn_id +): # S3Hook을 사용하여 파일을 S3에 업로드 s3_hook = S3Hook(aws_conn_id=aws_conn_id) - s3_hook.load_file(filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key) + s3_hook.load_file( + filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key + ) def delete_file(file_path): @@ -136,84 +147,82 @@ def delete_file(file_path): else: print(f"The file {file_path} does not exist") + def delete_files(**kwargs): # 플랫폼별로 파일 삭제 - platforms = ['afc', 'chzzk'] + platforms = ["afc", "chzzk"] for platform in platforms: - file_path = f'./{platform}_{current_time}.json' + file_path = f"./{platform}_{current_time}.json" delete_file(file_path) # local_path를 사용하여 파일 삭제 - file_path = f'{local_path}' + file_path = f"{local_path}" delete_file(file_path) + bucket_name = "de-2-1-bucket" # dag codes with DAG( - 'get_raw_data', + "get_raw_data", default_args={ - 'owner': 'airflow', - 'depends_on_past': False, - 'start_date': datetime(2024,1,17), - 'retries': 0, - 'retry_delay': timedelta(minutes=5), + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 0, + "retry_delay": timedelta(minutes=5), }, schedule_interval="*/5 * * * *", catchup=False, -)as dag: +) as dag: # load - current_time = '{{ data_interval_end}}' + current_time = "{{ data_interval_end}}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'raw_live_viewer' - local_name = 'local_raw_live' - local_path = f'./{local_name}_{current_time}.json' - + table_name = "raw_live_viewer" + local_name = "local_raw_live" + local_path = f"./{local_name}_{current_time}.json" + task_get_s_list = PythonOperator( task_id="get_s_list_task", python_callable=get_s_list, on_failure_callback=slack.on_failure_callback, ) - task_raw_chzzk = PythonOperator( - task_id='chzzk_raw_task', - python_callable=chzzk_raw - ) + task_raw_chzzk = PythonOperator(task_id="chzzk_raw_task", python_callable=chzzk_raw) task_raw_afreeca = PythonOperator( - task_id='afreeca_raw_task', - python_callable=afreeca_raw + task_id="afreeca_raw_task", python_callable=afreeca_raw ) task_merge_json = PythonOperator( - task_id='merge_json_task', + task_id="merge_json_task", python_callable=merge_json, - op_kwargs={'local_path':local_path} + op_kwargs={"local_path": local_path}, ) task_load_raw_data = PythonOperator( - task_id='upload_file_directly_to_s3', + task_id="upload_file_directly_to_s3", python_callable=upload_file_to_s3_without_reading, op_kwargs={ - 'local_file_path': local_path, - 'bucket_name': bucket_name, - 's3_key': f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", - 'aws_conn_id': "aws_conn_id", - } + "local_file_path": local_path, + "bucket_name": bucket_name, + "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + "aws_conn_id": "aws_conn_id", + }, ) delete_local_files = PythonOperator( - task_id='delete_local_files_task', + task_id="delete_local_files_task", python_callable=delete_files, ) # 파일이 존재하는지 먼저 확인 if not os.path.exists(local_path): # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 - with open(local_path, 'w') as f: + with open(local_path, "w") as f: json.dump({}, f) # 파일을 읽고 쓰기 모드로 열기 - with open(local_path, 'r+') as f: + with open(local_path, "r+") as f: # 파일 내용 읽기 try: data_json = json.load(f) @@ -223,5 +232,10 @@ def delete_files(**kwargs): data_json = json.dumps(data_json) -task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json >> task_load_raw_data >> delete_local_files - +( + task_get_s_list + >> [task_raw_chzzk, task_raw_afreeca] + >> task_merge_json + >> task_load_raw_data + >> delete_local_files +) diff --git a/dataCollector/afreecaTV/afreecaTV_chat_test.py b/dataCollector/afreecaTV/afreecaTV_chat_test.py index e3ca7fb..64e2f13 100644 --- a/dataCollector/afreecaTV/afreecaTV_chat_test.py +++ b/dataCollector/afreecaTV/afreecaTV_chat_test.py @@ -13,22 +13,37 @@ ssl_context.check_hostname = False ssl_context.verify_mode = ssl.CERT_NONE + def decode(bytes): - test = bytes.split(b'\x0c') + test = bytes.split(b"\x0c") res = [] for i in test: - res.append(str(i, 'utf-8')) - if(res[1] != '-1' and res[1] != '1' and '|' not in res[1]): - if(len(res) > 5): - print(res[1], '\t| ', res[2], '|', res[6]) + res.append(str(i, "utf-8")) + if res[1] != "-1" and res[1] != "1" and "|" not in res[1]: + if len(res) > 5: + print(res[1], "\t| ", res[2], "|", res[6]) else: print(res) pass + def player_live_api(bno, bid): # type=aid 일 경우 aid(.A32~~~)불러옴 - data = {'bid': bid, 'bno':bno, 'type':'live', 'confirm_adult':'false', 'player_type':'html5', 'mode':'landing', 'from_api':'0', 'pwd':'', 'stream_type':'common', 'quality':'HD'} - res = requests.post(f'https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bid}', data=data).json() + data = { + "bid": bid, + "bno": bno, + "type": "live", + "confirm_adult": "false", + "player_type": "html5", + "mode": "landing", + "from_api": "0", + "pwd": "", + "stream_type": "common", + "quality": "HD", + } + res = requests.post( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bid}", data=data + ).json() CHDOMAIN = res["CHANNEL"]["CHDOMAIN"].lower() CHATNO = res["CHANNEL"]["CHATNO"] FTK = res["CHANNEL"]["FTK"] @@ -37,37 +52,43 @@ def player_live_api(bno, bid): CHPT = str(int(res["CHANNEL"]["CHPT"]) + 1) return CHDOMAIN, CHATNO, FTK, TITLE, BJID, CHPT + async def connect(url): - BNO = str(url.split('/')[-1]) - BID = str(url.split('/')[-2]) + BNO = str(url.split("/")[-1]) + BID = str(url.split("/")[-2]) CHDOMAIN, CHATNO, FTK, TITLE, BJID, CHPT = player_live_api(BNO, BID) - KEY = '' - if(len(BJID) == 5): - KEY = '80' - elif(len(BJID) == 6): - KEY = '81' - elif(len(BJID) == 7): - KEY = '82' - elif(len(BJID) == 8): - KEY = '83' - elif(len(BJID) == 9): - KEY = '84' - elif(len(BJID) == 10): - KEY = '85' - elif(len(BJID) == 11): - KEY = '86' - elif(len(BJID) == 12): - KEY = '87' + KEY = "" + if len(BJID) == 5: + KEY = "80" + elif len(BJID) == 6: + KEY = "81" + elif len(BJID) == 7: + KEY = "82" + elif len(BJID) == 8: + KEY = "83" + elif len(BJID) == 9: + KEY = "84" + elif len(BJID) == 10: + KEY = "85" + elif len(BJID) == 11: + KEY = "86" + elif len(BJID) == 12: + KEY = "87" - handshake = f' 000200032200 {CHATNO} {FTK} 0 log&set_bps=8000&view_bps=1000&quality=normal&uuid=cb2f85456a1844db7c6b5b99d618681e&geo_cc=KR&geo_rc=11&acpt_lang=ko_KR&svc_lang=ko_KR&subscribe=0&lowlatency=0pwdauth_infoNULLpver1access_systemhtml5 ' + handshake = f" 000200032200 {CHATNO} {FTK} 0 log&set_bps=8000&view_bps=1000&quality=normal&uuid=cb2f85456a1844db7c6b5b99d618681e&geo_cc=KR&geo_rc=11&acpt_lang=ko_KR&svc_lang=ko_KR&subscribe=0&lowlatency=0pwdauth_infoNULLpver1access_systemhtml5 " - async with websockets.connect(f"wss://{CHDOMAIN}:{CHPT}/Websocket/{BID}", subprotocols=['chat'],ssl=ssl_context, ping_interval=None) as websocket: + async with websockets.connect( + f"wss://{CHDOMAIN}:{CHPT}/Websocket/{BID}", + subprotocols=["chat"], + ssl=ssl_context, + ping_interval=None, + ) as websocket: # 핸드쉐이크 # await websocket.send(secret_1) - await websocket.send(' 000100000600 16 ') + await websocket.send(" 000100000600 16 ") data = await websocket.recv() - #print(data) + # print(data) await websocket.send(handshake) # 이후부터 채팅내용 받아와짐 while True: @@ -76,8 +97,9 @@ async def connect(url): decode(data) except Exception as e: print("ERROR:", e) - #sys.exit(0) + # sys.exit(0) # break -url = 'https://play.afreecatv.com/fbalstjr1234/253965341' + +url = "https://play.afreecatv.com/fbalstjr1234/253965341" asyncio.get_event_loop().run_until_complete(connect(url)) diff --git a/dataCollector/afreecaTV/afreecaTV_websocket_test.py b/dataCollector/afreecaTV/afreecaTV_websocket_test.py index 730b1d4..41ca5e4 100644 --- a/dataCollector/afreecaTV/afreecaTV_websocket_test.py +++ b/dataCollector/afreecaTV/afreecaTV_websocket_test.py @@ -46,7 +46,7 @@ def on_open(ws, bj_live_status): }, } - #print(message) + # print(message) ws.send(json.dumps(message)) print("Message sent to the server") @@ -72,7 +72,6 @@ def on_open(ws, bj_live_status): livestat_wss_url = f"wss://bridge.afreecatv.com/Websocket/{bj_id[0]}" print(livestat_wss_url) websocket.enableTrace(True) - # live status 가져오기 sslopt = {"cert_reqs": ssl.CERT_NONE} # 인증서 검증 관련 test code diff --git a/dataCollector/chzzk/chzzk_chat_data.py b/dataCollector/chzzk/chzzk_chat_data.py index c13493c..67786f0 100644 --- a/dataCollector/chzzk/chzzk_chat_data.py +++ b/dataCollector/chzzk/chzzk_chat_data.py @@ -4,18 +4,19 @@ import websocket from functools import partial + # 웹소켓 메시지 핸들러 정의 def on_message(ws, message): try: # 메시지 문자열에서 JSON 객체로 파싱 msg_json = json.loads(message) # 'bdy' 키가 있는지 확인하고, 리스트의 마지막 요소에서 'msg' 필드 추출 - if 'bdy' in msg_json and len(msg_json['bdy']) > 0: + if "bdy" in msg_json and len(msg_json["bdy"]) > 0: # 마지막 메시지 객체 - last_msg_obj = msg_json['bdy'][-1] + last_msg_obj = msg_json["bdy"][-1] # 'msg' 필드 값 추출 - if 'msg' in last_msg_obj: - last_msg = last_msg_obj['msg'] + if "msg" in last_msg_obj: + last_msg = last_msg_obj["msg"] print("가장 최근 메시지:", last_msg) else: print("마지막 메시지 객체에 'msg' 필드가 없습니다.") @@ -24,13 +25,16 @@ def on_message(ws, message): except json.JSONDecodeError: print("메시지가 JSON 형식이 아닙니다.") + def on_error(ws, error): print(f"Error: {error}") + def on_close(ws): print("### Connection closed ###") -def on_open(ws,cid, accTkn): + +def on_open(ws, cid, accTkn): # 서버에 보낼 메시지를 JSON 형식으로 작성 message = { "ver": "2", @@ -38,36 +42,37 @@ def on_open(ws,cid, accTkn): "svcid": "game", "cid": cid, "tid": 1, - "bdy": { - "uid": None, - "devType": 2001, - "accTkn": accTkn, - "auth": "READ" - } + "bdy": {"uid": None, "devType": 2001, "accTkn": accTkn, "auth": "READ"}, } # JSON 객체를 문자열로 변환하여 서버에 보냄 ws.send(json.dumps(message)) print("Message sent to the server") + if __name__ == "__main__": # channel_id 필요 - channel_id = ['1a1dd9ce56fb61a37ffb6f69f6d5b978'] + channel_id = ["1a1dd9ce56fb61a37ffb6f69f6d5b978"] # channel_id에 맞춰서 chat_channel_id를 구하고 - chat_channel_content=requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status").json()["content"] - if chat_channel_content["status"] == 'CLOSE': + chat_channel_content = requests.get( + f"https://api.chzzk.naver.com/polling/v2/channels/{channel_id[0]}/live-status" + ).json()["content"] + if chat_channel_content["status"] == "CLOSE": print("status == CLOSE") sys.exit(0) else: chat_channel_id = chat_channel_content["chatChannelId"] # accTkn을 발급받아야한다. - access_token = requests.get(f"https://comm-api.game.naver.com/nng_main/v1/chats/access-token?channelId={chat_channel_id}&chatType=STREAMING").json()["content"]["accessToken"] + access_token = requests.get( + f"https://comm-api.game.naver.com/nng_main/v1/chats/access-token?channelId={chat_channel_id}&chatType=STREAMING" + ).json()["content"]["accessToken"] websocket.enableTrace(False) # chating 가져오기 - ws = websocket.WebSocketApp("wss://kr-ss2.chat.naver.com/chat", - on_open=partial(on_open, cid=chat_channel_id, accTkn=access_token), - on_message=on_message, - on_error=on_error, - on_close=on_close) - + ws = websocket.WebSocketApp( + "wss://kr-ss2.chat.naver.com/chat", + on_open=partial(on_open, cid=chat_channel_id, accTkn=access_token), + on_message=on_message, + on_error=on_error, + on_close=on_close, + ) ws.run_forever() diff --git a/dataCollector/chzzk/chzzk_live_status.py b/dataCollector/chzzk/chzzk_live_status.py index 30e88b7..bac2cf1 100644 --- a/dataCollector/chzzk/chzzk_live_status.py +++ b/dataCollector/chzzk/chzzk_live_status.py @@ -3,33 +3,49 @@ import json from datetime import datetime + def datetime_converter(o): if isinstance(o, datetime): return o.isoformat() + # df_structure -df = pd.DataFrame(columns=["STREAMER_ID", "LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE", "GAME_CODE", "VIEWER_NUM"]) +df = pd.DataFrame( + columns=[ + "STREAMER_ID", + "LIVE_COLLECT_TIME_STAMP", + "VIDEO_TITLE", + "GAME_CODE", + "VIEWER_NUM", + ] +) answer = [] # get streamer_id in redis -streamer_id = ['f39c3d74e33a81ab3080356b91bb8de5','bee4b42475b5937226b8b7ccbe2eb2dc','4d4a3e04937947aae221fc458cb902f7'] +streamer_id = [ + "f39c3d74e33a81ab3080356b91bb8de5", + "bee4b42475b5937226b8b7ccbe2eb2dc", + "4d4a3e04937947aae221fc458cb902f7", +] for id in streamer_id: # get response - res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + res = requests.get( + f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" + ) live_data = res.json() # check live_status - live=live_data["content"]["status"] + live = live_data["content"]["status"] timestamp = datetime.now().isoformat() # context("data_interval_end") if live == "OPEN": # status["STREAMER_ID","LIVE_COLLECT_TIME_STAMP","VIDEO_TITLE","GAME_CODE","VIEWER_NUM"] video_title = live_data["content"]["liveTitle"] - game_code = live_data["content"]["liveCategoryValue"] #KR name + game_code = live_data["content"]["liveCategoryValue"] # KR name viewer_num = int(live_data["content"]["concurrentUserCount"]) - status = [id,timestamp,video_title,game_code,viewer_num] + status = [id, timestamp, video_title, game_code, viewer_num] df.loc[len(df)] = status answer.append(status) @@ -37,7 +53,5 @@ def datetime_converter(o): pass # print(answer) -json_string = json.dumps(answer,ensure_ascii=False,indent=4) +json_string = json.dumps(answer, ensure_ascii=False, indent=4) print(json_string) - - diff --git a/dataCollector/chzzk/dag_chzzk_live_data.py b/dataCollector/chzzk/dag_chzzk_live_data.py index 5f86978..3d8d4de 100644 --- a/dataCollector/chzzk/dag_chzzk_live_data.py +++ b/dataCollector/chzzk/dag_chzzk_live_data.py @@ -6,17 +6,28 @@ import requests import pandas as pd + # get_chzzk_data def get_chzzk_data(context): # df_structure - df = pd.DataFrame(columns=["STREAMER_ID", "LIVE_COLLECT_TIME_STAMP", "VIDEO_TITLE", "GAME_CODE", "VIEWER_NUM"]) + df = pd.DataFrame( + columns=[ + "STREAMER_ID", + "LIVE_COLLECT_TIME_STAMP", + "VIDEO_TITLE", + "GAME_CODE", + "VIEWER_NUM", + ] + ) # get streamer_id in redis - streamer_id = ['0b33823ac81de48d5b78a38cdbc0ab94'] + streamer_id = ["0b33823ac81de48d5b78a38cdbc0ab94"] for id in streamer_id: # get response - res = requests.get(f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status") + res = requests.get( + f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" + ) live_data = res.json() # check live_status @@ -40,13 +51,10 @@ def get_chzzk_data(context): # dag codes with DAG( -'example_python_operator_dag', + "example_python_operator_dag", default_args={}, - description='A simple example DAG with PythonOperator', + description="A simple example DAG with PythonOperator", catchup=False, -)as dag: +) as dag: - chzzk_task = PythonOperator( - task_id='run_chzzk', - python_callable=get_chzzk_data - ) + chzzk_task = PythonOperator(task_id="run_chzzk", python_callable=get_chzzk_data) diff --git a/dataCollector/chzzk/game_list.py b/dataCollector/chzzk/game_list.py index 064282f..15b159a 100644 --- a/dataCollector/chzzk/game_list.py +++ b/dataCollector/chzzk/game_list.py @@ -1,300 +1,302 @@ -games = ['Counter-Strike 2', - 'Palworld', - 'Dota 2', - 'Source SDK Base 2007', - 'HELLDIVERS™ 2', - 'Apex Legends', - "Baldur's Gate 3", - 'Grand Theft Auto V', - 'Call of Duty®', - 'PUBG: BATTLEGROUNDS', - "Tom Clancy's Rainbow Six Siege", - 'Rust', - 'Warframe', - 'War Thunder', - 'Team Fortress 2', - 'Wallpaper Engine', - 'Football Manager 2024', - 'Granblue Fantasy: Relink', - 'Enshrouded', - 'Unturned', - 'Lost Ark', - 'Lethal Company', - 'EA SPORTS FC™ 24', - 'ELDEN RING', - 'MIR4', - 'NARAKA: BLADEPOINT', - 'DayZ', - "Sid Meier's Civilization VI", - 'Red Dead Redemption 2', - 'Overwatch® 2', - 'Destiny 2', - 'Governor of Poker 3', - 'Stardew Valley', - 'Terraria', - 'The Sims™ 4', - 'Cyberpunk 2077', - 'Geometry Dash', - 'Hearts of Iron IV', - 'FINAL FANTASY XIV Online', - 'Rocket League', - 'Yu-Gi-Oh! Master Duel', - 'Project Zomboid', - 'VRChat', - 'The Elder Scrolls V: Skyrim Special Edition', - 'Monster Hunter: World', - 'Spacewar', - 'Dead by Daylight', - 'Black Desert', - 'Persona 3 Reload', - 'PAYDAY 2', - 'THE FINALS', - 'TEKKEN 8', - 'Palworld Dedicated Server', - "Hero's Land", - 'Euro Truck Simulator 2', - '7 Days to Die', - 'ARK: Survival Evolved', - 'Left 4 Dead 2', - 'RimWorld', - 'Path of Exile', - "Garry's Mod", - 'The Binding of Isaac: Rebirth', - 'Valheim', - 'Brawlhalla', - 'Farming Simulator 22', - 'ARK: Survival Ascended', - 'SMITE', - 'Fallout 4', - "Sid Meier's Civilization V", - 'Crosshair X', - 'Last Epoch', - 'Total War: WARHAMMER III', - 'Age of Empires II: Definitive Edition', - 'Crusader Kings III', - 'Soundpad', - 'Mount & Blade II: Bannerlord', - 'Europa Universalis IV', - 'Cookie Clicker', - 'Bloons TD 6', - 'The Elder Scrolls Online', - 'BeamNG.drive', - 'Dead Island Riptide Definitive Edition', - 'New World', - 'Factorio', - 'Like a Dragon: Infinite Wealth', - "Don't Starve Together", - 'tModLoader', - 'Football Manager 2023', - 'Phasmophobia', - 'Hogwarts Legacy', - 'Stellaris', - 'The Witcher 3: Wild Hunt', - 'Battlefield™ V', - 'Arma 3', - 'Summoners War', - 'Assetto Corsa', - 'SCUM', - 'Fallout 76', - 'Persona 5 Royal', - 'Microsoft Flight Simulator', - 'Squad', - 'Hunt: Showdown', - 'Slay the Spire', - 'Sea of Thieves', - 'American Truck Simulator', - 'Albion Online', - 'Risk of Rain 2', - 'Battlefield™ 2042', - 'Satisfactory', - 'Forza Horizon 5', - 'eFootball™ 2024', - 'Conan Exiles', - 'OBS Studio', - 'Deep Rock Galactic', - 'Counter-Strike', - 'Madden NFL 24', - 'VPet', - 'Diablo® IV', - 'VTube Studio', - 'Age of Empires IV: Anniversary Edition', - 'Hell Let Loose', - 'Cities: Skylines', - 'Legends of Idleon MMO', - 'DARK SOULS™ III', - 'Paladins', - 'Blender', - 'Starfield', - 'Halo: The Master Chief Collection', - 'Ready or Not', - 'NBA 2K24', - 'Street Fighter™ 6', - 'Magic: The Gathering Arena', - 'People Playground', - 'MARVEL SNAP', - 'Halo Infinite', - 'Stumble Guys', - 'MapleStory', - 'EA SPORTS™ FIFA 23', - 'Russian Fishing 4', - 'Undisputed', - 'Melvor Idle', - 'World of Warships', - 'Oxygen Not Included', - 'Crab Game', - 'Victoria 3', - 'Hades', - 'Dyson Sphere Program', - 'YoloMouse', - 'Call of Duty: Black Ops III', - 'Limbus Company', - 'Battlefield 1 ™', - 'NBA 2K23', - 'World of Tanks Blitz', - 'MONSTER HUNTER RISE', - 'Hollow Knight', - 'Subnautica', - 'Fallout: New Vegas', - 'Farlight 84', - 'Kenshi', - 'Aimlabs', - 'Cities: Skylines II', - 'Sons Of The Forest', - 'Total War: ROME II - Emperor Edition', - 'DARK SOULS™: REMASTERED', - 'It Takes Two', - 'STAR WARS™: The Old Republic™', - 'Poppy Playtime', - 'Resident Evil 4', - 'Among Us', - 'Divinity: Original Sin 2', - 'Unnamed Space Idle', - 'NGU IDLE', - 'Space Engineers', - '雀魂麻将(MahjongSoul)', - 'Vampire Survivors', - 'Warhammer 40,000: Darktide', - 'Idle Champions of the Forgotten Realms', - 'Crossout', - 'Shop Titans', - 'Yu-Gi-Oh! Duel Links', - "No Man's Sky", - 'Football Manager 2022', - 'Grand Theft Auto IV: The Complete Edition', - 'GrandChase', - 'Aseprite', - 'Raft', - 'Tabletop Simulator', - 'Batman™: Arkham Knight', - 'Age of Empires III: Definitive Edition', - 'For Honor', - 'Total War: THREE KINGDOMS', - 'XCOM 2', - 'Total War: MEDIEVAL II - Definitive Edition', - 'Crosshair V2', - 'Guild Wars 2', - 'FIFA 22', - 'Cult of the Lamb', - 'The Isle', - 'Sekiro™: Shadows Die Twice', - 'ヘブンバーンズレッド', - 'SCP: Secret Laboratory', - 'Crush Crush', - 'Timberborn', - '小黑盒加速器', - 'God of War', - 'ARMORED CORE™ VI FIRES OF RUBICON™', - 'Party Animals', - 'BattleBit Remastered', - 'SnowRunner', - 'Cell to Singularity - Evolution Never Ends', - 'Elite Dangerous', - 'Summoners War: Chronicles', - 'RuneScape', - 'Age of Empires II (2013)', - 'theHunter: Call of the Wild™', - 'Brotato', - 'Against the Storm', - 'Yakuza: Like a Dragon', - 'Days Gone', - 'Mass Effect™ Legendary Edition', - 'ULTRAKILL', - 'The Forest', - 'RISK: Global Domination', - 'Dying Light', - 'Tap Ninja', - 'Counter-Strike: Source', - 'Dying Light 2', - 'MX Bikes', - 'Farmer Against Potatoes Idle', - 'Warhammer 40,000: Rogue Trader', - 'Goose Goose Duck', - 'Plants vs. Zombies: Game of the Year', - 'Clicker Heroes', - 'EVE Online', - 'Horizon Zero Dawn™ Complete Edition', - 'Red Dead Online', - 'Wallpaper Alive', - 'FINAL FANTASY VII REMAKE INTERGRADE', - 'DAVE THE DIVER', - 'Total War: EMPIRE - Definitive Edition', - 'Medieval Dynasty', - 'Broken Arrow Playtest', - 'DEAD OR ALIVE Xtreme Venus Vacation', - 'Planet Zoo', - 'F1® 23', - 'World of Tanks', - 'Lost Light', - 'Borderlands 3', - 'Yakuza 0', - 'Mount & Blade: Warband', - 'Total War: SHOGUN 2', - 'V Rising', - 'Teardown', - '鬼谷八荒 Tale of Immortal', - 'ShareX', - 'Company of Heroes 2', - 'Total War: WARHAMMER II', - 'Anno 1800', - 'Fishing Planet', - 'Forza Horizon 4', - 'Coral Island', - 'STAR WARS Jedi: Survivor™', - 'Grim Dawn', - 'Backpack Battles Demo', - 'Crusader Kings II', - 'Borderlands 2', - "DEATH STRANDING DIRECTOR'S CUT", - 'OVR Advanced Settings', - "Tom Clancy's The Division 2", - 'Rec Room', - 'Farming Simulator 19', - 'Kingdom Come: Deliverance', - 'HITMAN 3', - "Assassin's Creed Odyssey", - 'Pathfinder: Wrath of the Righteous - Enhanced Edition', - 'CarX Drift Racing Online', - 'Darkest Dungeon®', - "Dragon's Dogma: Dark Arisen", - 'Age of Mythology: Extended Edition', - 'STAR WARS™ Empire at War: Gold Pack', - 'DARK SOULS™ II: Scholar of the First Sin', - 'Phantasy Star Online 2 New Genesis', - 'METAL GEAR SOLID V: THE PHANTOM PAIN', - 'Suicide Squad: Kill the Justice League', - 'Combat Master', - 'ASTLIBRA ～生きた証～ Revision', - 'Marvel’s Spider-Man Remastered', - 'Transport Fever 2', - 'Stormworks: Build and Rescue', - 'Persona 4 Golden', - 'STALCRAFT', - 'The Elder Scrolls V: Skyrim', - 'Escape the Backrooms', - 'Overcooked! 2', - 'My Time at Sandrock', - 'Assetto Corsa Competizione', - 'Deep Rock Galactic: Survivor', - 'Need for Speed™ Heat', - 'Tomb Raider I-III Remastered Starring Lara Croft', - 'Battlefield 4™'] \ No newline at end of file +games = [ + "Counter-Strike 2", + "Palworld", + "Dota 2", + "Source SDK Base 2007", + "HELLDIVERS™ 2", + "Apex Legends", + "Baldur's Gate 3", + "Grand Theft Auto V", + "Call of Duty®", + "PUBG: BATTLEGROUNDS", + "Tom Clancy's Rainbow Six Siege", + "Rust", + "Warframe", + "War Thunder", + "Team Fortress 2", + "Wallpaper Engine", + "Football Manager 2024", + "Granblue Fantasy: Relink", + "Enshrouded", + "Unturned", + "Lost Ark", + "Lethal Company", + "EA SPORTS FC™ 24", + "ELDEN RING", + "MIR4", + "NARAKA: BLADEPOINT", + "DayZ", + "Sid Meier's Civilization VI", + "Red Dead Redemption 2", + "Overwatch® 2", + "Destiny 2", + "Governor of Poker 3", + "Stardew Valley", + "Terraria", + "The Sims™ 4", + "Cyberpunk 2077", + "Geometry Dash", + "Hearts of Iron IV", + "FINAL FANTASY XIV Online", + "Rocket League", + "Yu-Gi-Oh! Master Duel", + "Project Zomboid", + "VRChat", + "The Elder Scrolls V: Skyrim Special Edition", + "Monster Hunter: World", + "Spacewar", + "Dead by Daylight", + "Black Desert", + "Persona 3 Reload", + "PAYDAY 2", + "THE FINALS", + "TEKKEN 8", + "Palworld Dedicated Server", + "Hero's Land", + "Euro Truck Simulator 2", + "7 Days to Die", + "ARK: Survival Evolved", + "Left 4 Dead 2", + "RimWorld", + "Path of Exile", + "Garry's Mod", + "The Binding of Isaac: Rebirth", + "Valheim", + "Brawlhalla", + "Farming Simulator 22", + "ARK: Survival Ascended", + "SMITE", + "Fallout 4", + "Sid Meier's Civilization V", + "Crosshair X", + "Last Epoch", + "Total War: WARHAMMER III", + "Age of Empires II: Definitive Edition", + "Crusader Kings III", + "Soundpad", + "Mount & Blade II: Bannerlord", + "Europa Universalis IV", + "Cookie Clicker", + "Bloons TD 6", + "The Elder Scrolls Online", + "BeamNG.drive", + "Dead Island Riptide Definitive Edition", + "New World", + "Factorio", + "Like a Dragon: Infinite Wealth", + "Don't Starve Together", + "tModLoader", + "Football Manager 2023", + "Phasmophobia", + "Hogwarts Legacy", + "Stellaris", + "The Witcher 3: Wild Hunt", + "Battlefield™ V", + "Arma 3", + "Summoners War", + "Assetto Corsa", + "SCUM", + "Fallout 76", + "Persona 5 Royal", + "Microsoft Flight Simulator", + "Squad", + "Hunt: Showdown", + "Slay the Spire", + "Sea of Thieves", + "American Truck Simulator", + "Albion Online", + "Risk of Rain 2", + "Battlefield™ 2042", + "Satisfactory", + "Forza Horizon 5", + "eFootball™ 2024", + "Conan Exiles", + "OBS Studio", + "Deep Rock Galactic", + "Counter-Strike", + "Madden NFL 24", + "VPet", + "Diablo® IV", + "VTube Studio", + "Age of Empires IV: Anniversary Edition", + "Hell Let Loose", + "Cities: Skylines", + "Legends of Idleon MMO", + "DARK SOULS™ III", + "Paladins", + "Blender", + "Starfield", + "Halo: The Master Chief Collection", + "Ready or Not", + "NBA 2K24", + "Street Fighter™ 6", + "Magic: The Gathering Arena", + "People Playground", + "MARVEL SNAP", + "Halo Infinite", + "Stumble Guys", + "MapleStory", + "EA SPORTS™ FIFA 23", + "Russian Fishing 4", + "Undisputed", + "Melvor Idle", + "World of Warships", + "Oxygen Not Included", + "Crab Game", + "Victoria 3", + "Hades", + "Dyson Sphere Program", + "YoloMouse", + "Call of Duty: Black Ops III", + "Limbus Company", + "Battlefield 1 ™", + "NBA 2K23", + "World of Tanks Blitz", + "MONSTER HUNTER RISE", + "Hollow Knight", + "Subnautica", + "Fallout: New Vegas", + "Farlight 84", + "Kenshi", + "Aimlabs", + "Cities: Skylines II", + "Sons Of The Forest", + "Total War: ROME II - Emperor Edition", + "DARK SOULS™: REMASTERED", + "It Takes Two", + "STAR WARS™: The Old Republic™", + "Poppy Playtime", + "Resident Evil 4", + "Among Us", + "Divinity: Original Sin 2", + "Unnamed Space Idle", + "NGU IDLE", + "Space Engineers", + "雀魂麻将(MahjongSoul)", + "Vampire Survivors", + "Warhammer 40,000: Darktide", + "Idle Champions of the Forgotten Realms", + "Crossout", + "Shop Titans", + "Yu-Gi-Oh! Duel Links", + "No Man's Sky", + "Football Manager 2022", + "Grand Theft Auto IV: The Complete Edition", + "GrandChase", + "Aseprite", + "Raft", + "Tabletop Simulator", + "Batman™: Arkham Knight", + "Age of Empires III: Definitive Edition", + "For Honor", + "Total War: THREE KINGDOMS", + "XCOM 2", + "Total War: MEDIEVAL II - Definitive Edition", + "Crosshair V2", + "Guild Wars 2", + "FIFA 22", + "Cult of the Lamb", + "The Isle", + "Sekiro™: Shadows Die Twice", + "ヘブンバーンズレッド", + "SCP: Secret Laboratory", + "Crush Crush", + "Timberborn", + "小黑盒加速器", + "God of War", + "ARMORED CORE™ VI FIRES OF RUBICON™", + "Party Animals", + "BattleBit Remastered", + "SnowRunner", + "Cell to Singularity - Evolution Never Ends", + "Elite Dangerous", + "Summoners War: Chronicles", + "RuneScape", + "Age of Empires II (2013)", + "theHunter: Call of the Wild™", + "Brotato", + "Against the Storm", + "Yakuza: Like a Dragon", + "Days Gone", + "Mass Effect™ Legendary Edition", + "ULTRAKILL", + "The Forest", + "RISK: Global Domination", + "Dying Light", + "Tap Ninja", + "Counter-Strike: Source", + "Dying Light 2", + "MX Bikes", + "Farmer Against Potatoes Idle", + "Warhammer 40,000: Rogue Trader", + "Goose Goose Duck", + "Plants vs. Zombies: Game of the Year", + "Clicker Heroes", + "EVE Online", + "Horizon Zero Dawn™ Complete Edition", + "Red Dead Online", + "Wallpaper Alive", + "FINAL FANTASY VII REMAKE INTERGRADE", + "DAVE THE DIVER", + "Total War: EMPIRE - Definitive Edition", + "Medieval Dynasty", + "Broken Arrow Playtest", + "DEAD OR ALIVE Xtreme Venus Vacation", + "Planet Zoo", + "F1® 23", + "World of Tanks", + "Lost Light", + "Borderlands 3", + "Yakuza 0", + "Mount & Blade: Warband", + "Total War: SHOGUN 2", + "V Rising", + "Teardown", + "鬼谷八荒 Tale of Immortal", + "ShareX", + "Company of Heroes 2", + "Total War: WARHAMMER II", + "Anno 1800", + "Fishing Planet", + "Forza Horizon 4", + "Coral Island", + "STAR WARS Jedi: Survivor™", + "Grim Dawn", + "Backpack Battles Demo", + "Crusader Kings II", + "Borderlands 2", + "DEATH STRANDING DIRECTOR'S CUT", + "OVR Advanced Settings", + "Tom Clancy's The Division 2", + "Rec Room", + "Farming Simulator 19", + "Kingdom Come: Deliverance", + "HITMAN 3", + "Assassin's Creed Odyssey", + "Pathfinder: Wrath of the Righteous - Enhanced Edition", + "CarX Drift Racing Online", + "Darkest Dungeon®", + "Dragon's Dogma: Dark Arisen", + "Age of Mythology: Extended Edition", + "STAR WARS™ Empire at War: Gold Pack", + "DARK SOULS™ II: Scholar of the First Sin", + "Phantasy Star Online 2 New Genesis", + "METAL GEAR SOLID V: THE PHANTOM PAIN", + "Suicide Squad: Kill the Justice League", + "Combat Master", + "ASTLIBRA ～生きた証～ Revision", + "Marvel’s Spider-Man Remastered", + "Transport Fever 2", + "Stormworks: Build and Rescue", + "Persona 4 Golden", + "STALCRAFT", + "The Elder Scrolls V: Skyrim", + "Escape the Backrooms", + "Overcooked! 2", + "My Time at Sandrock", + "Assetto Corsa Competizione", + "Deep Rock Galactic: Survivor", + "Need for Speed™ Heat", + "Tomb Raider I-III Remastered Starring Lara Croft", + "Battlefield 4™", +] diff --git a/dataCollector/chzzk/get_chzzk_gameid.py b/dataCollector/chzzk/get_chzzk_gameid.py index fe8a17b..e21ab6f 100644 --- a/dataCollector/chzzk/get_chzzk_gameid.py +++ b/dataCollector/chzzk/get_chzzk_gameid.py @@ -24,10 +24,10 @@ time.sleep(2) # 페이지 소스 가져오기 및 BeautifulSoup 객체 생성 html = driver.page_source - soup = BeautifulSoup(html, 'html.parser') + soup = BeautifulSoup(html, "html.parser") # 'video_card_category__xQ15T' 클래스를 가진 span 태그 찾기 - span_element = soup.find('span', class_='video_card_category__xQ15T') + span_element = soup.find("span", class_="video_card_category__xQ15T") # span 요소의 존재 여부 확인 if span_element: @@ -39,7 +39,6 @@ driver.quit() # to CSV -df = pd.DataFrame({"game_id": game_list, - "chzzk_game_id": chzzk_game_tags}) +df = pd.DataFrame({"game_id": game_list, "chzzk_game_id": chzzk_game_tags}) -df.to_csv("game_list.csv",encoding='utf-8') \ No newline at end of file +df.to_csv("game_list.csv", encoding="utf-8") diff --git a/dataCollector/chzzk/get_chzzk_streamerid.py b/dataCollector/chzzk/get_chzzk_streamerid.py index 8959471..e78b741 100644 --- a/dataCollector/chzzk/get_chzzk_streamerid.py +++ b/dataCollector/chzzk/get_chzzk_streamerid.py @@ -2,7 +2,31 @@ from bs4 import BeautifulSoup import time -name_list = ["한동숙입니다", "울프Wolf", "녹두로로", "이춘향이오", "풍월량월풍월량", "찐짜탬탬버린", "랄로10", "삼식123", "괴물쥐", "핫다주", "김뚜띠2", "따효니DDaHyoNi", "강퀴88", "파카", "옥냥이RoofTopCat", "김도KimDoe", "지누", "피닉스박", "죠니월드", "플러리", "러너Runner", "아야츠노유니본인", "아이리칸나에요"] +name_list = [ + "한동숙입니다", + "울프Wolf", + "녹두로로", + "이춘향이오", + "풍월량월풍월량", + "찐짜탬탬버린", + "랄로10", + "삼식123", + "괴물쥐", + "핫다주", + "김뚜띠2", + "따효니DDaHyoNi", + "강퀴88", + "파카", + "옥냥이RoofTopCat", + "김도KimDoe", + "지누", + "피닉스박", + "죠니월드", + "플러리", + "러너Runner", + "아야츠노유니본인", + "아이리칸나에요", +] base_url = "https://chzzk.naver.com/search?query=" @@ -19,13 +43,15 @@ html = driver.page_source # BeautifulSoup으로 파싱 - soup = BeautifulSoup(html, 'html.parser') + soup = BeautifulSoup(html, "html.parser") # XPath에 해당하는 요소 찾기 - element = soup.select_one('html > body > div:nth-of-type(1) > div > div:nth-of-type(4) > div > section > section:nth-of-type(1) > div:nth-of-type(1) > div:nth-of-type(1) > a:nth-of-type(1)') + element = soup.select_one( + "html > body > div:nth-of-type(1) > div > div:nth-of-type(4) > div > section > section:nth-of-type(1) > div:nth-of-type(1) > div:nth-of-type(1) > a:nth-of-type(1)" + ) if element: - id_value = element['href'] + id_value = element["href"] print(name, id_value) else: print(name, "ID를 찾을 수 없습니다.") diff --git a/dataCollector/glue&athena/glue_airflow.py b/dataCollector/glue&athena/glue_airflow.py index abef3f8..d8bb9ea 100644 --- a/dataCollector/glue&athena/glue_airflow.py +++ b/dataCollector/glue&athena/glue_airflow.py @@ -3,27 +3,29 @@ from airflow.providers.amazon.aws.operators.glue import AwsGlueJobOperator from airflow.operators.python import PythonOperator + # 전날 날짜를 계산하는 함수 def set_glue_crawler_params(): yesterday = datetime.now() - timedelta(1) - date_str = yesterday.strftime('%Y-%m-%d') + date_str = yesterday.strftime("%Y-%m-%d") # 여기서 필요한 파라미터를 설정할 수 있습니다. # 예: S3 경로 내 날짜 기반 폴더 return {"date": date_str} + default_args = { - 'owner': 'airflow', - 'depends_on_past': False, - 'email_on_failure': False, - 'email_on_retry': False, - 'retries': 1, - 'retry_delay': timedelta(minutes=5), + "owner": "airflow", + "depends_on_past": False, + "email_on_failure": False, + "email_on_retry": False, + "retries": 1, + "retry_delay": timedelta(minutes=5), } with DAG( - 'glue_crawler_dag', + "glue_crawler_dag", default_args=default_args, - description='DAG for running AWS Glue Crawler', + description="DAG for running AWS Glue Crawler", schedule_interval=timedelta(days=1), # 매일 실행 start_date=datetime(2022, 1, 1), catchup=False, @@ -31,16 +33,16 @@ def set_glue_crawler_params(): # 파라미터 설정 Task set_params = PythonOperator( - task_id='set_glue_crawler_params', + task_id="set_glue_crawler_params", python_callable=set_glue_crawler_params, ) # Glue Crawler 실행 Task run_glue_crawler = AwsGlueJobOperator( - task_id='run_glue_crawler', - job_name='your_glue_crawler_name', # AWS Glue에서 설정한 Crawler 이름 - script_location='s3://your-bucket/path/to/glue/script', # Glue 스크립트 위치 - region_name='your-aws-region', + task_id="run_glue_crawler", + job_name="your_glue_crawler_name", # AWS Glue에서 설정한 Crawler 이름 + script_location="s3://your-bucket/path/to/glue/script", # Glue 스크립트 위치 + region_name="your-aws-region", # 필요한 경우 아래에 추가 파라미터를 전달할 수 있습니다. # 예: '--additional-python-modules', 'pyarrow==2, pandas' ) diff --git a/dataCollector/steam/steam_game_review_comment.py b/dataCollector/steam/steam_game_review_comment.py index 7bc33b3..23ffbaf 100644 --- a/dataCollector/steam/steam_game_review_comment.py +++ b/dataCollector/steam/steam_game_review_comment.py @@ -1,18 +1,19 @@ import requests + def get_game_reviews(app_id): # API URL 설정 - api_url = f'https://store.steampowered.com/appreviews/{app_id}?json=1' + api_url = f"https://store.steampowered.com/appreviews/{app_id}?json=1" # API 키를 설정합니다. (https://steamcommunity.com/dev/apikey 에서 키를 발급받을 수 있습니다.) - api_key = '9B38F89D2AFA8356EACB2BBE13CB20D1' + api_key = "9B38F89D2AFA8356EACB2BBE13CB20D1" # API 요청 매개변수 설정 params = { - 'key': api_key, - 'json': '1', - 'language': 'korean', # 한국어 리뷰만 가져오기 - 'num_per_page': 100, # 페이지당 리뷰 수 + "key": api_key, + "json": "1", + "language": "korean", # 한국어 리뷰만 가져오기 + "num_per_page": 100, # 페이지당 리뷰 수 } while True: @@ -22,7 +23,7 @@ def get_game_reviews(app_id): # 응답 확인 if response.status_code == 200: data = response.json() - reviews = data.get('reviews', []) + reviews = data.get("reviews", []) for review in reviews: print(f"Review ID: {review['recommendationid']}") print(f"Author: {review['author']['steamid']}") @@ -31,16 +32,19 @@ def get_game_reviews(app_id): print(f"----------------------------------") # 리뷰가 100개 이상인 경우 다음 페이지로 이동 (페이지네이션) - if data['cursor'] != '*': - params['cursor'] = data['cursor'] + if data["cursor"] != "*": + params["cursor"] = data["cursor"] else: break else: - print(f"Error: Unable to fetch reviews. Status Code: {response.status_code}") + print( + f"Error: Unable to fetch reviews. Status Code: {response.status_code}" + ) break + # 게임의 app_id (예: Palworld) app_id = 1623730 # Steam Community API로부터 리뷰 가져오기 -get_game_reviews(app_id) \ No newline at end of file +get_game_reviews(app_id) diff --git a/dataCollector/steam/steam_game_review_statistics.py b/dataCollector/steam/steam_game_review_statistics.py index 451899c..c988a9c 100644 --- a/dataCollector/steam/steam_game_review_statistics.py +++ b/dataCollector/steam/steam_game_review_statistics.py @@ -1,21 +1,25 @@ import requests from bs4 import BeautifulSoup + def get_review_summary(app_id): url = f"https://store.steampowered.com/app/{app_id}" response = requests.get(url) - soup = BeautifulSoup(response.text, 'html.parser') + soup = BeautifulSoup(response.text, "html.parser") - recent_reviews = soup.find('span', {'class': 'responsive_reviewdesc_short'}) - all_reviews = soup.find_all('span', {'class': 'responsive_reviewdesc_short'})[1] + recent_reviews = soup.find("span", {"class": "responsive_reviewdesc_short"}) + all_reviews = soup.find_all("span", {"class": "responsive_reviewdesc_short"})[1] return { - 'all_reviews': recent_reviews.text.strip() if recent_reviews else 'No recent reviews', - 'recent_reviews': all_reviews.text.strip() if all_reviews else 'No reviews' + "all_reviews": ( + recent_reviews.text.strip() if recent_reviews else "No recent reviews" + ), + "recent_reviews": all_reviews.text.strip() if all_reviews else "No reviews", } + app_id = 730 # app_id 입력 review_summary = get_review_summary(app_id) -print("Recent reviews:", review_summary['recent_reviews']) -print("All reviews:", review_summary['all_reviews']) \ No newline at end of file +print("Recent reviews:", review_summary["recent_reviews"]) +print("All reviews:", review_summary["all_reviews"]) diff --git a/dataCollector/steam/steam_getting_ccu.py b/dataCollector/steam/steam_getting_ccu.py index e4e49ec..8202ee9 100644 --- a/dataCollector/steam/steam_getting_ccu.py +++ b/dataCollector/steam/steam_getting_ccu.py @@ -4,33 +4,33 @@ # CSV 파일 다운 받기 url = "https://raw.githubusercontent.com/dgibbs64/SteamCMD-AppID-List/main/steamcmd_appid.csv" response = requests.get(url) -with open('steamcmd_appid.csv', 'w', encoding='utf-8') as f: +with open("steamcmd_appid.csv", "w", encoding="utf-8") as f: f.write(response.text) # CSV파일 DF로 바꾸기 -df = pd.read_csv('steamcmd_appid.csv') +df = pd.read_csv("steamcmd_appid.csv") # 컬럼명 바꾸기 -df.columns = ['app_id', 'name'] +df.columns = ["app_id", "name"] # DF의 Values로 API를 호출해 게임별 CCU를 가져오기 cnt = 1 for index, row in df.iterrows(): - app_id, name = row['app_id'], row['name'] - + app_id, name = row["app_id"], row["name"] + url = f"http://api.steampowered.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1?appid={app_id}" response = requests.get(url) data = response.json() - + # result의 값이 1인 경우에만 CCU를 제공 - if data['response']['result'] != 1: + if data["response"]["result"] != 1: continue - - ccu = data['response']['player_count'] + + ccu = data["response"]["player_count"] print(app_id, name) - print(f'CCU of {name}: {ccu}') - + print(f"CCU of {name}: {ccu}") + # test이므로 16만여개 중 50개만 가져오기 cnt += 1 if cnt >= 50: - break \ No newline at end of file + break diff --git a/dataCollector/steam/steam_price_and_sale_status.py b/dataCollector/steam/steam_price_and_sale_status.py index 27cb0d9..1e36584 100644 --- a/dataCollector/steam/steam_price_and_sale_status.py +++ b/dataCollector/steam/steam_price_and_sale_status.py @@ -1,23 +1,25 @@ import requests # 게임의 appid -appid = '1623730' # PalWorld +appid = "1623730" # PalWorld # API requests -response = requests.get(f'http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr') +response = requests.get( + f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" +) # JSON 파싱 data = response.json() # 가격 얻기 -price = data[appid]['data']['price_overview']['final_formatted'] +price = data[appid]["data"]["price_overview"]["final_formatted"] # 할인율 체크 -is_on_sale = data[appid]['data']['price_overview']['discount_percent'] > 0 +is_on_sale = data[appid]["data"]["price_overview"]["discount_percent"] > 0 print(f"Price: {price}") if is_on_sale: print("The game is on sale.") else: - print("The game is not on sale.") \ No newline at end of file + print("The game is not on sale.") diff --git a/dataCollector/steam/steam_top1000_game_list.py b/dataCollector/steam/steam_top1000_game_list.py index dba45ec..eb84311 100644 --- a/dataCollector/steam/steam_top1000_game_list.py +++ b/dataCollector/steam/steam_top1000_game_list.py @@ -1,11 +1,11 @@ from bs4 import BeautifulSoup # steamdb_charts.html에서 인기 top 1000게임 app_id 가져오기 -with open('steamdb_charts.html', 'r', encoding='utf-8') as f: +with open("steamdb_charts.html", "r", encoding="utf-8") as f: html = f.read() # HTML 파싱 -soup = BeautifulSoup(html, 'html.parser') +soup = BeautifulSoup(html, "html.parser") rows = soup.select("#table-apps > tbody > tr") @@ -16,6 +16,6 @@ game = element.text # 게임 app_id - app_id = element['href'].split('/')[2] + app_id = element["href"].split("/")[2] - print(f"Game: {game}, app_id: {app_id}") \ No newline at end of file + print(f"Game: {game}, app_id: {app_id}") diff --git a/dataCollector/test_files/test_mysql_rds_connection.py b/dataCollector/test_files/test_mysql_rds_connection.py index f395fff..cb60a0b 100644 --- a/dataCollector/test_files/test_mysql_rds_connection.py +++ b/dataCollector/test_files/test_mysql_rds_connection.py @@ -8,10 +8,11 @@ def retrieve_data(**kwargs): - ti= kwargs['ti'] - data=ti.xcom_pull(task_ids="get_data_using_query") + ti = kwargs["ti"] + data = ti.xcom_pull(task_ids="get_data_using_query") return data + # test & load to s3 template with DAG( "get_from_rds", @@ -22,19 +23,18 @@ def retrieve_data(**kwargs): "retries": 1, "retry_delay": timedelta(minutes=5), }, - schedule_interval='@once', + schedule_interval="@once", catchup=False, ) as dag: - - + task_get_data = MySqlOperator( - task_id = "get_data_using_query", - sql='select * from STREAMER_INFO limit 10;', - mysql_conn_id = "aws_rds_conn_id" + task_id="get_data_using_query", + sql="select * from STREAMER_INFO limit 10;", + mysql_conn_id="aws_rds_conn_id", ) - + task_print_data = PythonOperator( - task_id='print', + task_id="print", provide_context=True, python_callable=retrieve_data, ) diff --git a/dataCollector/test_files/test_s3_connection.py b/dataCollector/test_files/test_s3_connection.py index 04477a6..395a2de 100644 --- a/dataCollector/test_files/test_s3_connection.py +++ b/dataCollector/test_files/test_s3_connection.py @@ -20,15 +20,15 @@ "retries": 1, "retry_delay": timedelta(minutes=5), }, - schedule_interval='@once', + schedule_interval="@once", catchup=False, ) as dag: - - current_time = '{{ data_interval_end}}' + + current_time = "{{ data_interval_end}}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = 'raw_live_viewer' + table_name = "raw_live_viewer" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/plugins/slack.py b/plugins/slack.py index 0b64f92..ff892d4 100644 --- a/plugins/slack.py +++ b/plugins/slack.py @@ -3,24 +3,25 @@ import logging import requests + def on_failure_callback(context): """ https://airflow.apache.org/_modules/airflow/operators/slack_operator.html Define the callback to post on Slack if a failure is detected in the Workflow :return: operator.execute """ - text = str(context['task_instance']) - text += "```" + str(context.get('exception')) +"```" + text = str(context["task_instance"]) + text += "```" + str(context.get("exception")) + "```" send_message_to_a_slack_channel(text, ":scream:") # def send_message_to_a_slack_channel(message, emoji, channel, access_token): def send_message_to_a_slack_channel(message, emoji): # url = "https://slack.com/api/chat.postMessage" - url = "https://hooks.slack.com/services/"+Variable.get("slack_url") + url = "https://hooks.slack.com/services/" + Variable.get("slack_url") headers = { - 'content-type': 'application/json', + "content-type": "application/json", } - data = { "username": "Data GOD", "text": message, "icon_emoji": emoji } + data = {"username": "Data GOD", "text": message, "icon_emoji": emoji} r = requests.post(url, json=data, headers=headers) - return r \ No newline at end of file + return r From 2f3f567479a09b1cb4f9a0d3ca2f590b0870f599 Mon Sep 17 00:00:00 2001 From: "imsolem1226@gmail.com" Date: Mon, 19 Feb 2024 21:00:17 +0900 Subject: [PATCH 080/249] commit test --- .pre-commit-config.yaml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 .pre-commit-config.yaml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..f4241a4 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,16 @@ +repos: + - repo: https://github.com/psf/black + rev: 24.2.0 + hooks: + - id: black + language_version: python3.11 + # Black doesn't use file filters for inclusion, it formats all Python files by default. + + - repo: https://github.com/PyCQA/flake8 + rev: '7.0.0' + hooks: + - id: flake8 + # Use a regex pattern to include dags and tests/dags directories + files: ^(dags|tests/dags)/.*\.py$ + # Add errors that would be ignored + args: ['--ignore=E501,W503'] From 04cdf379cb614c4f0719307c73206361d79e8a41 Mon Sep 17 00:00:00 2001 From: "imsolem1226@gmail.com" Date: Mon, 19 Feb 2024 21:07:58 +0900 Subject: [PATCH 081/249] [fix]: rewrite path of files to check --- .pre-commit-config.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index f4241a4..8c61abb 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -7,10 +7,10 @@ repos: # Black doesn't use file filters for inclusion, it formats all Python files by default. - repo: https://github.com/PyCQA/flake8 - rev: '7.0.0' + rev: "7.0.0" hooks: - id: flake8 # Use a regex pattern to include dags and tests/dags directories - files: ^(dags|tests/dags)/.*\.py$ + files: ^dags/|^tests/dags/ # Add errors that would be ignored - args: ['--ignore=E501,W503'] + args: ["--ignore=E501,W503"] From ee99e8179aea8a7d36bd71ac38e19cb3ca065d6d Mon Sep 17 00:00:00 2001 From: "imsolem1226@gmail.com" Date: Mon, 19 Feb 2024 21:08:30 +0900 Subject: [PATCH 082/249] [fix]: remove unused modules --- dags/game/game_comment_to_s3.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index ecc288f..573e981 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -3,14 +3,11 @@ from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.models import Variable -from bs4 import BeautifulSoup from datetime import datetime, timedelta # from plugins import slack from top_300_games import games -import re -import pandas as pd import requests import json From 372c88e26aaed15a87312a7737460781514717cd Mon Sep 17 00:00:00 2001 From: "imsolem1226@gmail.com" Date: Mon, 19 Feb 2024 21:10:22 +0900 Subject: [PATCH 083/249] [fix]: remove unused modules --- dags/game/game_rating_to_s3.py | 1 - 1 file changed, 1 deletion(-) diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 438a711..2df4bee 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -9,7 +9,6 @@ from top_300_games import games import re -import pandas as pd import requests import json From 15d4504dda9e9a518c7eb1a13ae3a1d35f17fe83 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Mon, 19 Feb 2024 21:18:22 +0900 Subject: [PATCH 084/249] [fix]: minor dag order fix for test --- dags/streaming/dag_raw_data.py | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index d8c53fa..5ff485c 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -232,10 +232,5 @@ def delete_files(**kwargs): data_json = json.dumps(data_json) -( - task_get_s_list - >> [task_raw_chzzk, task_raw_afreeca] - >> task_merge_json - >> task_load_raw_data - >> delete_local_files -) +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json +task_merge_json >> task_load_raw_data >> delete_local_files From cec2cf3342484e1b7198008d5964377cd55a019c Mon Sep 17 00:00:00 2001 From: Hun Soo Jeong <147886939+hunsoodev@users.noreply.github.com> Date: Tue, 20 Feb 2024 09:14:59 +0900 Subject: [PATCH 085/249] Delete dags/.gitkeep --- dags/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 dags/.gitkeep diff --git a/dags/.gitkeep b/dags/.gitkeep deleted file mode 100644 index e69de29..0000000 From 598a875d13d070b80421707b8aababa94b0186e6 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 20 Feb 2024 16:00:52 +0900 Subject: [PATCH 086/249] [feat] dag_raw_data v4.0 add streamer_id(rds) --- dags/streaming/dag_raw_data.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 5ff485c..1270949 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -30,9 +30,9 @@ def get_s_list(**kwargs): chzzk, afc = [], [] for row in result: if row[1]: - chzzk.append(row[1]) + chzzk.append((row[0],row[1])) if row[2]: - afc.append(row[2]) + afc.append((row[0],row[2])) kwargs["ti"].xcom_push(key="chzzk", value=chzzk) kwargs["ti"].xcom_push(key="afc", value=afc) @@ -42,7 +42,7 @@ def chzzk_raw(**kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] - for id in chzzk_ids: + for s_id,id in chzzk_ids: res = requests.get( f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" ) @@ -51,7 +51,7 @@ def chzzk_raw(**kwargs): live_data = res.json() live = live_data["content"]["status"] if live == "OPEN": - stream_data = {"id": id, **live_data} + stream_data = {"streamer_id": s_id, "chzzk_s_id": id, **live_data} live_stream_data.append(stream_data) else: pass @@ -85,7 +85,7 @@ def get_broad_info(bjid, headers): return broad_res if afreeca_ids != []: - for bjid in afreeca_ids: + for s_id,bjid in afreeca_ids: live_res = get_live_status(bjid, headers) broad_res = get_broad_info(bjid, headers) broad_info = broad_res.get("broad") @@ -93,7 +93,7 @@ def get_broad_info(bjid, headers): if live_res.get("RESULT") and broad_info: combined_res = {"live_status": live_res, "broad_info": broad_res} - stream_data = {"id": bjid, **combined_res} + stream_data = {"streamer_id": s_id, "afc_s_id": bjid, **combined_res} live_stream_data.append(stream_data) else: From 045b77b0f95d7b4d5511ddbab4efc4aa53b527d3 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 20 Feb 2024 23:03:38 +0900 Subject: [PATCH 087/249] [feat] dag_raw_data v4.1 add current_time --- dags/streaming/dag_raw_data.py | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 1270949..6af5597 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -38,7 +38,7 @@ def get_s_list(**kwargs): kwargs["ti"].xcom_push(key="afc", value=afc) -def chzzk_raw(**kwargs): +def chzzk_raw(current_time,**kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] @@ -51,7 +51,7 @@ def chzzk_raw(**kwargs): live_data = res.json() live = live_data["content"]["status"] if live == "OPEN": - stream_data = {"streamer_id": s_id, "chzzk_s_id": id, **live_data} + stream_data = {"streamer_id": s_id, "chzzk_s_id": id, "current_time":current_time, **live_data} live_stream_data.append(stream_data) else: pass @@ -60,7 +60,7 @@ def chzzk_raw(**kwargs): json.dump(live_stream_data, f, indent=4) -def afreeca_raw(**kwargs): +def afreeca_raw(current_time,**kwargs): afreeca_ids = kwargs["ti"].xcom_pull(key="afc", task_ids="get_s_list_task") live_stream_data = [] @@ -93,7 +93,7 @@ def get_broad_info(bjid, headers): if live_res.get("RESULT") and broad_info: combined_res = {"live_status": live_res, "broad_info": broad_res} - stream_data = {"streamer_id": s_id, "afc_s_id": bjid, **combined_res} + stream_data = {"streamer_id": s_id, "afc_s_id": bjid, "current_time":current_time, **combined_res} live_stream_data.append(stream_data) else: @@ -138,14 +138,13 @@ def upload_file_to_s3_without_reading( filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key ) - def delete_file(file_path): """주어진 경로의 파일을 삭제하는 함수""" if os.path.exists(file_path): os.remove(file_path) - print(f"Deleted {file_path}") + # print(f"Deleted {file_path}") else: - print(f"The file {file_path} does not exist") + # print(f"The file {file_path} does not exist") def delete_files(**kwargs): @@ -190,9 +189,15 @@ def delete_files(**kwargs): python_callable=get_s_list, on_failure_callback=slack.on_failure_callback, ) - task_raw_chzzk = PythonOperator(task_id="chzzk_raw_task", python_callable=chzzk_raw) + task_raw_chzzk = PythonOperator( + task_id="chzzk_raw_task", + python_callable=chzzk_raw, + op_kwargs={"current_time":current_time} + ) task_raw_afreeca = PythonOperator( - task_id="afreeca_raw_task", python_callable=afreeca_raw + task_id="afreeca_raw_task", + python_callable=afreeca_raw, + op_kwargs={"current_time":current_time} ) task_merge_json = PythonOperator( task_id="merge_json_task", From 7771161719f94b95c57e895984d1731fd0c1a79b Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 10:23:52 +0900 Subject: [PATCH 088/249] [feat] add glue code --- dags/glue/test.py | 0 dataCollector/glue&athena/glue_airflow.py | 94 +++++++++++++--------- dataCollector/glue&athena/glue_template.py | 38 +++++++++ 3 files changed, 95 insertions(+), 37 deletions(-) create mode 100644 dags/glue/test.py create mode 100644 dataCollector/glue&athena/glue_template.py diff --git a/dags/glue/test.py b/dags/glue/test.py new file mode 100644 index 0000000..e69de29 diff --git a/dataCollector/glue&athena/glue_airflow.py b/dataCollector/glue&athena/glue_airflow.py index d8bb9ea..281e3f0 100644 --- a/dataCollector/glue&athena/glue_airflow.py +++ b/dataCollector/glue&athena/glue_airflow.py @@ -1,50 +1,70 @@ -from datetime import datetime, timedelta from airflow import DAG -from airflow.providers.amazon.aws.operators.glue import AwsGlueJobOperator -from airflow.operators.python import PythonOperator +from airflow.operators.python_operator import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from datetime import datetime, timedelta +from jinja2 import Template + +def upload_script_to_s3(bucket_name, s3_key, template_path, aws_conn_id, **kwargs): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) -# 전날 날짜를 계산하는 함수 -def set_glue_crawler_params(): - yesterday = datetime.now() - timedelta(1) - date_str = yesterday.strftime("%Y-%m-%d") - # 여기서 필요한 파라미터를 설정할 수 있습니다. - # 예: S3 경로 내 날짜 기반 폴더 - return {"date": date_str} + # Jinja 템플릿 파일 읽기 + with open(template_path, 'r') as file: + template = Template(file.read()) + # 템플릿 렌더링 + rendered_script = template.render(**kwargs) -default_args = { - "owner": "airflow", - "depends_on_past": False, - "email_on_failure": False, - "email_on_retry": False, - "retries": 1, - "retry_delay": timedelta(minutes=5), -} + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=s3_key, + replace=True + ) with DAG( - "glue_crawler_dag", - default_args=default_args, - description="DAG for running AWS Glue Crawler", - schedule_interval=timedelta(days=1), # 매일 실행 - start_date=datetime(2022, 1, 1), + "get_raw_data", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 * * * *", catchup=False, ) as dag: - # 파라미터 설정 Task - set_params = PythonOperator( - task_id="set_glue_crawler_params", - python_callable=set_glue_crawler_params, - ) + bucket_name = "de-2-1-bucket" + local_path = f'./glue_script.py' + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + + upload_script = PythonOperator( + task_id='upload_script_to_s3', + python_callable=upload_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "s3_key": f"source/script/glue_script.py", + 'template_path': './glue_template.py', + # into template + 'input_path': f's3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/', + 'output_path': 's3://de-2-1-bucket/source/parquet/', # do change_path + } + ) - # Glue Crawler 실행 Task - run_glue_crawler = AwsGlueJobOperator( - task_id="run_glue_crawler", - job_name="your_glue_crawler_name", # AWS Glue에서 설정한 Crawler 이름 - script_location="s3://your-bucket/path/to/glue/script", # Glue 스크립트 위치 - region_name="your-aws-region", - # 필요한 경우 아래에 추가 파라미터를 전달할 수 있습니다. - # 예: '--additional-python-modules', 'pyarrow==2, pandas' + run_glue_job = GlueJobOperator( + task_id='run_glue_job', + job_name='DE-2-1-testjob', + script_location='s3://your_bucket_name/path/to/your_script.py', + aws_conn_id='aws_conn_id', + region_name='ap-northeast-2', + dag=dag, ) - set_params >> run_glue_crawler +upload_script >> run_glue_job diff --git a/dataCollector/glue&athena/glue_template.py b/dataCollector/glue&athena/glue_template.py new file mode 100644 index 0000000..68a5c23 --- /dev/null +++ b/dataCollector/glue&athena/glue_template.py @@ -0,0 +1,38 @@ +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME']) +job.init(args['JOB_NAME'], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + 's3', + {'paths': ['{{ input_path }}'], 'recurse':True}, + format='json', + transformation_ctx='datasource', + additional_options={"bookmarkEnabled":"true"} +) + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=datasource, + connection_type='s3', + connection_options={'path': '{{ output_path }}'}, + format='parquet', + transformation_ctx='datasource' +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From 2f0e5f4be09d3d0c60c9b1bd3e73067c3ec471e8 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 10:38:01 +0900 Subject: [PATCH 089/249] [feat] add glue code v1.1 --- dags/streaming/dag_raw_data.py | 2 -- dataCollector/glue&athena/glue_airflow.py | 21 ++++++++++----------- 2 files changed, 10 insertions(+), 13 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 6af5597..3fe6ae2 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -143,8 +143,6 @@ def delete_file(file_path): if os.path.exists(file_path): os.remove(file_path) # print(f"Deleted {file_path}") - else: - # print(f"The file {file_path} does not exist") def delete_files(**kwargs): diff --git a/dataCollector/glue&athena/glue_airflow.py b/dataCollector/glue&athena/glue_airflow.py index 281e3f0..f2ac6b8 100644 --- a/dataCollector/glue&athena/glue_airflow.py +++ b/dataCollector/glue&athena/glue_airflow.py @@ -5,23 +5,22 @@ from datetime import datetime, timedelta from jinja2 import Template - -def upload_script_to_s3(bucket_name, s3_key, template_path, aws_conn_id, **kwargs): +def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs): # S3Hook 인스턴스 생성 s3_hook = S3Hook(aws_conn_id=aws_conn_id) - # Jinja 템플릿 파일 읽기 - with open(template_path, 'r') as file: - template = Template(file.read()) + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) - # 템플릿 렌더링 + # Jinja 템플릿 렌더링 + template = Template(template_str) rendered_script = template.render(**kwargs) # 렌더링된 스크립트를 S3에 업로드 s3_hook.load_string( string_data=rendered_script, bucket_name=bucket_name, - key=s3_key, + key=rendered_s3_key, replace=True ) @@ -46,12 +45,12 @@ def upload_script_to_s3(bucket_name, s3_key, template_path, aws_conn_id, **kwarg upload_script = PythonOperator( task_id='upload_script_to_s3', - python_callable=upload_script_to_s3, + python_callable=upload_rendered_script_to_s3, op_kwargs={ "bucket_name": bucket_name, "aws_conn_id": "aws_conn_id", - "s3_key": f"source/script/glue_script.py", - 'template_path': './glue_template.py', + "template_s3_key": f"source/script/glue_template.py", + "rendered_s3_key": f"source/script/glue_script.py", # into template 'input_path': f's3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/', 'output_path': 's3://de-2-1-bucket/source/parquet/', # do change_path @@ -61,7 +60,7 @@ def upload_script_to_s3(bucket_name, s3_key, template_path, aws_conn_id, **kwarg run_glue_job = GlueJobOperator( task_id='run_glue_job', job_name='DE-2-1-testjob', - script_location='s3://your_bucket_name/path/to/your_script.py', + script_location= 's3://de-2-1-bucket/source/script/glue_script.py', aws_conn_id='aws_conn_id', region_name='ap-northeast-2', dag=dag, From 37cf15d00198809153647992afb1b90748cd3470 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 10:47:06 +0900 Subject: [PATCH 090/249] [feat] add glue code v1.2 --- {dataCollector/glue&athena => dags/glue}/glue_airflow.py | 0 dags/glue/test.py | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename {dataCollector/glue&athena => dags/glue}/glue_airflow.py (100%) delete mode 100644 dags/glue/test.py diff --git a/dataCollector/glue&athena/glue_airflow.py b/dags/glue/glue_airflow.py similarity index 100% rename from dataCollector/glue&athena/glue_airflow.py rename to dags/glue/glue_airflow.py diff --git a/dags/glue/test.py b/dags/glue/test.py deleted file mode 100644 index e69de29..0000000 From eea932574585dbc03c233f848dd129b344bda6be Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 12:05:36 +0900 Subject: [PATCH 091/249] [feat] add glue code v2.0 --- dags/glue/glue_airflow.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index f2ac6b8..99fe72e 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -25,7 +25,7 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, ) with DAG( - "get_raw_data", + "glue_test_dag", default_args={ "owner": "airflow", "depends_on_past": False, @@ -39,6 +39,7 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, bucket_name = "de-2-1-bucket" local_path = f'./glue_script.py' + current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" @@ -53,7 +54,7 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, "rendered_s3_key": f"source/script/glue_script.py", # into template 'input_path': f's3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/', - 'output_path': 's3://de-2-1-bucket/source/parquet/', # do change_path + 'output_path': f's3://de-2-1-bucket/source/parquet/', # do change_path } ) @@ -63,6 +64,7 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, script_location= 's3://de-2-1-bucket/source/script/glue_script.py', aws_conn_id='aws_conn_id', region_name='ap-northeast-2', + iam_role_name='AWSGlueServiceRole-crawler', dag=dag, ) From a9ddf99e7411077b77a7839e76c4dfa47cb1021a Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 12:20:49 +0900 Subject: [PATCH 092/249] [feat] add glue code v2.1 --- dataCollector/glue&athena/glue_template.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/dataCollector/glue&athena/glue_template.py b/dataCollector/glue&athena/glue_template.py index 68a5c23..cc471a7 100644 --- a/dataCollector/glue&athena/glue_template.py +++ b/dataCollector/glue&athena/glue_template.py @@ -20,8 +20,7 @@ 's3', {'paths': ['{{ input_path }}'], 'recurse':True}, format='json', - transformation_ctx='datasource', - additional_options={"bookmarkEnabled":"true"} + transformation_ctx='datasource' ) # Parquet으로 변환하여 S3에 저장 From a0daf529942a368785d5213618b5bccd271c5037 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 13:44:07 +0900 Subject: [PATCH 093/249] [feat] dag_raw_data v4.2 --- dags/glue/glue_airflow.py | 46 +++++---- dags/streaming/dag_raw_data.py | 107 ++++++++++++++------- dataCollector/glue&athena/glue_template.py | 20 ++-- 3 files changed, 108 insertions(+), 65 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index 99fe72e..f599739 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -5,7 +5,10 @@ from datetime import datetime, timedelta from jinja2 import Template -def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs): + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): # S3Hook 인스턴스 생성 s3_hook = S3Hook(aws_conn_id=aws_conn_id) @@ -21,9 +24,10 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, string_data=rendered_script, bucket_name=bucket_name, key=rendered_s3_key, - replace=True + replace=True, ) + with DAG( "glue_test_dag", default_args={ @@ -38,33 +42,33 @@ def upload_rendered_script_to_s3(bucket_name, template_s3_key, rendered_s3_key, ) as dag: bucket_name = "de-2-1-bucket" - local_path = f'./glue_script.py' + local_path = "./glue_script.py" current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" upload_script = PythonOperator( - task_id='upload_script_to_s3', - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": f"source/script/glue_template.py", - "rendered_s3_key": f"source/script/glue_script.py", - # into template - 'input_path': f's3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/', - 'output_path': f's3://de-2-1-bucket/source/parquet/', # do change_path - } - ) + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_template.py", + "rendered_s3_key": "source/script/glue_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/", + "output_path": "s3://de-2-1-bucket/source/parquet/", # do change_path + }, + ) run_glue_job = GlueJobOperator( - task_id='run_glue_job', - job_name='DE-2-1-testjob', - script_location= 's3://de-2-1-bucket/source/script/glue_script.py', - aws_conn_id='aws_conn_id', - region_name='ap-northeast-2', - iam_role_name='AWSGlueServiceRole-crawler', + task_id="run_glue_job", + job_name="DE-2-1-testjob", + script_location="s3://de-2-1-bucket/source/script/glue_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", dag=dag, ) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 3fe6ae2..42751e2 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -8,6 +8,7 @@ import json import os import requests +from requests.exceptions import RequestException import logging from datetime import datetime, timedelta import slack @@ -30,37 +31,46 @@ def get_s_list(**kwargs): chzzk, afc = [], [] for row in result: if row[1]: - chzzk.append((row[0],row[1])) + chzzk.append((row[0], row[1])) if row[2]: - afc.append((row[0],row[2])) + afc.append((row[0], row[2])) kwargs["ti"].xcom_push(key="chzzk", value=chzzk) kwargs["ti"].xcom_push(key="afc", value=afc) -def chzzk_raw(current_time,**kwargs): +def chzzk_raw(current_time, **kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] - for s_id,id in chzzk_ids: + for s_id, id in chzzk_ids: res = requests.get( f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" ) if res.status_code == 200: live_data = res.json() - live = live_data["content"]["status"] - if live == "OPEN": - stream_data = {"streamer_id": s_id, "chzzk_s_id": id, "current_time":current_time, **live_data} - live_stream_data.append(stream_data) - else: - pass + try: + live = live_data["content"]["status"] + if live == "OPEN": + stream_data = { + "streamer_id": s_id, + "chzzk_s_id": id, + "current_time": current_time, + **live_data, + } + live_stream_data.append(stream_data) + except KeyError as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + + raise AirflowException(error_msg) with open(f"./chzzk_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) -def afreeca_raw(current_time,**kwargs): +def afreeca_raw(current_time, **kwargs): afreeca_ids = kwargs["ti"].xcom_pull(key="afc", task_ids="get_s_list_task") live_stream_data = [] @@ -70,34 +80,52 @@ def afreeca_raw(current_time,**kwargs): def get_live_status(bjid, headers): # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 - live_status_url = ( - f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" - ) - live_res = requests.post( - live_status_url, headers=headers, data={"bid": bjid, "type": "live"} - ).json()["CHANNEL"] + try: + live_status_url = ( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + ) + live_res = requests.post( + live_status_url, headers=headers, data={"bid": bjid, "type": "live"} + ).json()["CHANNEL"] + except RequestException: + live_res = {} return live_res def get_broad_info(bjid, headers): # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" - broad_res = requests.get(broad_url, headers=headers).json() + try: + broad_res = requests.get(broad_url, headers=headers).json() + except RequestException: + broad_res = {} + return broad_res if afreeca_ids != []: - for s_id,bjid in afreeca_ids: + for s_id, bjid in afreeca_ids: live_res = get_live_status(bjid, headers) broad_res = get_broad_info(bjid, headers) - broad_info = broad_res.get("broad") - - if live_res.get("RESULT") and broad_info: - combined_res = {"live_status": live_res, "broad_info": broad_res} - stream_data = {"streamer_id": s_id, "afc_s_id": bjid, "current_time":current_time, **combined_res} - live_stream_data.append(stream_data) - - else: - pass + if broad_res != {}: + broad_info = broad_res.get("broad") + if live_res != {}: + live_stat = live_res.get("RESULT") + + try: + if live_stat and broad_info: + combined_res = {"live_status": live_res, "broad_info": broad_res} + + stream_data = { + "streamer_id": s_id, + "afc_s_id": bjid, + "current_time": current_time, + **combined_res, + } + live_stream_data.append(stream_data) + except (AttributeError, TypeError) as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + raise AirflowException(error_msg) with open(f"./afc_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) @@ -133,10 +161,17 @@ def upload_file_to_s3_without_reading( local_file_path, bucket_name, s3_key, aws_conn_id ): # S3Hook을 사용하여 파일을 S3에 업로드 - s3_hook = S3Hook(aws_conn_id=aws_conn_id) - s3_hook.load_file( - filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key - ) + try: + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + s3_hook.load_file( + filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key + ) + except Exception as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + + raise AirflowException(error_msg) + def delete_file(file_path): """주어진 경로의 파일을 삭제하는 함수""" @@ -190,17 +225,20 @@ def delete_files(**kwargs): task_raw_chzzk = PythonOperator( task_id="chzzk_raw_task", python_callable=chzzk_raw, - op_kwargs={"current_time":current_time} + op_kwargs={"current_time": current_time}, + on_failure_callback=slack.on_failure_callback, ) task_raw_afreeca = PythonOperator( task_id="afreeca_raw_task", python_callable=afreeca_raw, - op_kwargs={"current_time":current_time} + op_kwargs={"current_time": current_time}, + on_failure_callback=slack.on_failure_callback, ) task_merge_json = PythonOperator( task_id="merge_json_task", python_callable=merge_json, op_kwargs={"local_path": local_path}, + on_failure_callback=slack.on_failure_callback, ) task_load_raw_data = PythonOperator( task_id="upload_file_directly_to_s3", @@ -211,6 +249,7 @@ def delete_files(**kwargs): "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", "aws_conn_id": "aws_conn_id", }, + on_failure_callback=slack.on_failure_callback, ) delete_local_files = PythonOperator( diff --git a/dataCollector/glue&athena/glue_template.py b/dataCollector/glue&athena/glue_template.py index cc471a7..0990e36 100644 --- a/dataCollector/glue&athena/glue_template.py +++ b/dataCollector/glue&athena/glue_template.py @@ -12,24 +12,24 @@ # Job 초기화 (Job Bookmark 활성화 포함) job = Job(glueContext) -args = getResolvedOptions(sys.argv, ['JOB_NAME']) -job.init(args['JOB_NAME'], args) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) # S3에서 데이터를 읽어오는 부분 datasource = glueContext.create_dynamic_frame.from_options( - 's3', - {'paths': ['{{ input_path }}'], 'recurse':True}, - format='json', - transformation_ctx='datasource' + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", ) # Parquet으로 변환하여 S3에 저장 glueContext.write_dynamic_frame.from_options( frame=datasource, - connection_type='s3', - connection_options={'path': '{{ output_path }}'}, - format='parquet', - transformation_ctx='datasource' + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="datasource", ) From 6538fd8ffa405d6f78fbc19e2c73c2801af0f740 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 15:25:57 +0900 Subject: [PATCH 094/249] [feat] dag_raw_data v4.2.1 --- dags/streaming/dag_raw_data.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 42751e2..e3e0755 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -106,13 +106,10 @@ def get_broad_info(bjid, headers): live_res = get_live_status(bjid, headers) broad_res = get_broad_info(bjid, headers) - if broad_res != {}: + try: broad_info = broad_res.get("broad") - if live_res != {}: live_stat = live_res.get("RESULT") - - try: - if live_stat and broad_info: + if live_stat and broad_info!= None: combined_res = {"live_status": live_res, "broad_info": broad_res} stream_data = { @@ -122,6 +119,8 @@ def get_broad_info(bjid, headers): **combined_res, } live_stream_data.append(stream_data) + + except (AttributeError, TypeError) as e: error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) @@ -131,7 +130,7 @@ def get_broad_info(bjid, headers): json.dump(live_stream_data, f, indent=4) -def merge_json(local_path, **kwargs): +def merge_json(current_time,local_path, **kwargs): # 파일 읽고 기존 데이터 로드 try: with open(f"./chzzk_{current_time}.json", "r") as f: @@ -144,7 +143,7 @@ def merge_json(local_path, **kwargs): afreeca_data = json.load(f) except FileNotFoundError: afreeca_data = [] - + print(chzzk_data,afreeca_data) # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 stream_data = { "stream_data": { @@ -237,7 +236,7 @@ def delete_files(**kwargs): task_merge_json = PythonOperator( task_id="merge_json_task", python_callable=merge_json, - op_kwargs={"local_path": local_path}, + op_kwargs={"local_path": local_path, "current_time": current_time}, on_failure_callback=slack.on_failure_callback, ) task_load_raw_data = PythonOperator( From 8714d3b915bd7d58743230d14eb921eb0f62f140 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 15:27:46 +0900 Subject: [PATCH 095/249] [feat] dag_raw_data v4.2.2 --- dags/streaming/dag_raw_data.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index e3e0755..16fc7b9 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -109,7 +109,7 @@ def get_broad_info(bjid, headers): try: broad_info = broad_res.get("broad") live_stat = live_res.get("RESULT") - if live_stat and broad_info!= None: + if live_stat and broad_info: combined_res = {"live_status": live_res, "broad_info": broad_res} stream_data = { @@ -120,7 +120,6 @@ def get_broad_info(bjid, headers): } live_stream_data.append(stream_data) - except (AttributeError, TypeError) as e: error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) @@ -130,7 +129,7 @@ def get_broad_info(bjid, headers): json.dump(live_stream_data, f, indent=4) -def merge_json(current_time,local_path, **kwargs): +def merge_json(current_time, local_path, **kwargs): # 파일 읽고 기존 데이터 로드 try: with open(f"./chzzk_{current_time}.json", "r") as f: @@ -143,7 +142,7 @@ def merge_json(current_time,local_path, **kwargs): afreeca_data = json.load(f) except FileNotFoundError: afreeca_data = [] - print(chzzk_data,afreeca_data) + print(chzzk_data, afreeca_data) # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 stream_data = { "stream_data": { From 114c3e2c5667dbff99f2c14a3f16f2b9cf607314 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 15:29:55 +0900 Subject: [PATCH 096/249] [feat] dag_raw_data v4.3 change_conn name slack_api_key --- plugins/slack.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plugins/slack.py b/plugins/slack.py index ff892d4..fc39906 100644 --- a/plugins/slack.py +++ b/plugins/slack.py @@ -18,7 +18,7 @@ def on_failure_callback(context): # def send_message_to_a_slack_channel(message, emoji, channel, access_token): def send_message_to_a_slack_channel(message, emoji): # url = "https://slack.com/api/chat.postMessage" - url = "https://hooks.slack.com/services/" + Variable.get("slack_url") + url = "https://hooks.slack.com/services/" + Variable.get("slack_api_key") headers = { "content-type": "application/json", } From d439ddc1b079a48ca563495707bd9b36050e2bc5 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 15:58:29 +0900 Subject: [PATCH 097/249] [feat] change s3 file path --- dags/glue/glue_airflow.py | 5 +++-- dags/streaming/dag_raw_data.py | 35 +++++++++++++++++----------------- 2 files changed, 21 insertions(+), 19 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index f599739..0dd9768 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -47,6 +47,7 @@ def upload_rendered_script_to_s3( year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" + hour = "{{ data_interval_end.hour }}" upload_script = PythonOperator( task_id="upload_script_to_s3", @@ -57,8 +58,8 @@ def upload_rendered_script_to_s3( "template_s3_key": "source/script/glue_template.py", "rendered_s3_key": "source/script/glue_script.py", # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/", - "output_path": "s3://de-2-1-bucket/source/parquet/", # do change_path + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", }, ) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 42751e2..e42802c 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -213,6 +213,7 @@ def delete_files(**kwargs): year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" + hour = "{{ data_interval_end.hour }}" table_name = "raw_live_viewer" local_name = "local_raw_live" local_path = f"./{local_name}_{current_time}.json" @@ -246,7 +247,7 @@ def delete_files(**kwargs): op_kwargs={ "local_file_path": local_path, "bucket_name": bucket_name, - "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/hour={hour}/{table_name}_{current_time}.json", "aws_conn_id": "aws_conn_id", }, on_failure_callback=slack.on_failure_callback, @@ -257,22 +258,22 @@ def delete_files(**kwargs): python_callable=delete_files, ) - # 파일이 존재하는지 먼저 확인 - if not os.path.exists(local_path): - # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 - with open(local_path, "w") as f: - json.dump({}, f) - - # 파일을 읽고 쓰기 모드로 열기 - with open(local_path, "r+") as f: - # 파일 내용 읽기 - try: - data_json = json.load(f) - except json.JSONDecodeError: - # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 - data_json = {} - - data_json = json.dumps(data_json) + # # 파일이 존재하는지 먼저 확인 + # if not os.path.exists(local_path): + # # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 + # with open(local_path, "w") as f: + # json.dump({}, f) + # + # # 파일을 읽고 쓰기 모드로 열기 + # with open(local_path, "r+") as f: + # # 파일 내용 읽기 + # try: + # data_json = json.load(f) + # except json.JSONDecodeError: + # # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 + # data_json = {} + # + # data_json = json.dumps(data_json) task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json task_merge_json >> task_load_raw_data >> delete_local_files From 06a54d726f62d5c7b5ffbcec8e64d5002fa074eb Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 16:08:11 +0900 Subject: [PATCH 098/249] [feat] : remove flake8 and black from workflow (pre-commit) --- .github/workflows/sync_dag_code.yml | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index e68f7b1..888db62 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -55,22 +55,11 @@ jobs: pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" pip install pytest - - name: Install Flake8 - run: pip install flake8 - - name: Run Flake8 - run: flake8 dags/ tests/dags/ --max-line-length=120 || true - - name: Install Pylint run: pip install pylint - name: Run Pylint run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104 - - name: Install Black - run: pip install black - - name: Run Black - run: find dags/ tests/dags/ -name "*.py" | xargs black --check - continue-on-error: true - - name: Test DAG integrity run: pytest tests/ From 2c889ae1c9099870a068feda6570e8df141086fc Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 16:12:36 +0900 Subject: [PATCH 099/249] [feat] dag_raw_data v5.0 --- dags/streaming/dag_raw_data.py | 17 ----------------- 1 file changed, 17 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 640985a..5e19c06 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -256,22 +256,5 @@ def delete_files(**kwargs): python_callable=delete_files, ) - # # 파일이 존재하는지 먼저 확인 - # if not os.path.exists(local_path): - # # 파일이 존재하지 않으면 빈 JSON 객체로 새 파일 생성 - # with open(local_path, "w") as f: - # json.dump({}, f) - # - # # 파일을 읽고 쓰기 모드로 열기 - # with open(local_path, "r+") as f: - # # 파일 내용 읽기 - # try: - # data_json = json.load(f) - # except json.JSONDecodeError: - # # 파일이 비어있거나 JSON 형식이 아닐 경우 빈 객체 사용 - # data_json = {} - # - # data_json = json.dumps(data_json) - task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json task_merge_json >> task_load_raw_data >> delete_local_files From 8fbb5fdee94b7dc7c3e82afd857942217c01bbfb Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 17:55:45 +0900 Subject: [PATCH 100/249] [fix] : fix precommit yaml code --- .pre-commit-config.yaml | 22 ++++++++++++++-------- 1 file changed, 14 insertions(+), 8 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7386ee8..518d211 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,10 +1,16 @@ repos: - - repo: https://github.com/psf/black - rev: 24.2.0 - hooks: - - id: black - language_version: python3.11 - # Black doesn't use file filters for inclusion, it formats all Python files by default. - - - repo: https://github.com/PyCQA/flake8 + - repo: https://github.com/psf/black + rev: 24.2.0 + hooks: + - id: black + language_version: python3.11 + # Black doesn't use file filters for inclusion, it formats all Python files by default. + - repo: https://github.com/PyCQA/flake8 + rev: "7.0.0" + hooks: + - id: flake8 + # Use a regex pattern to include dags and tests/dags directories + files: ^(dags|tests/dags)/.*\.py$ + # Add errors that would be ignored + args: ["--ignore=E501,W503"] From 2bbb684242ea997f5140ca5977e83b65ada3d0c9 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 17:56:00 +0900 Subject: [PATCH 101/249] [fix] add personal venv path --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 59b40da..63ceed3 100644 --- a/.gitignore +++ b/.gitignore @@ -135,6 +135,7 @@ venv/ ENV/ env.bak/ venv.bak/ +airflowvenv/ # Spyder project settings .spyderproject From 939d8ecf279c65a9b334cd01158d95937f7f57fa Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 17:56:27 +0900 Subject: [PATCH 102/249] [fix] : fix errors shown in pylint --- dags/game/game_ccu_to_s3.py | 8 ++++---- dags/game/game_comment_to_s3.py | 8 ++++---- dags/game/game_price_to_s3.py | 8 ++++---- dags/game/game_rating_to_s3.py | 16 +++++++++------- dags/glue/glue_airflow.py | 6 ++++-- dags/streaming/dag_raw_data.py | 21 ++++++++++++--------- 6 files changed, 37 insertions(+), 30 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 07328e9..b04effd 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -1,15 +1,15 @@ +from datetime import datetime, timedelta +import json +import requests + from airflow import DAG from airflow.decorators import task from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -from datetime import datetime, timedelta # from plugins import slack from top_300_games import games -import requests -import json - # {"response":{"player_count":1188079,"result":1}} 이렇게 옴 @task diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 573e981..e3c6827 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -1,16 +1,16 @@ +from datetime import datetime, timedelta +import json +import requests + from airflow import DAG from airflow.decorators import task from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.models import Variable -from datetime import datetime, timedelta # from plugins import slack from top_300_games import games -import requests -import json - # Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 def get_game_reviews(app_id): diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 5574786..9696878 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -1,15 +1,15 @@ +from datetime import datetime, timedelta +import json +import requests + from airflow import DAG from airflow.decorators import task from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -from datetime import datetime, timedelta # from plugins import slack from top_300_games import games -import requests -import json - @task def get_ccu(): diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 2df4bee..f3549f6 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -1,17 +1,19 @@ +import re +from bs4 import BeautifulSoup + +from datetime import datetime, timedelta +import json +import requests + + from airflow import DAG from airflow.decorators import task from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -from bs4 import BeautifulSoup -from datetime import datetime, timedelta # from plugins import slack from top_300_games import games -import re -import requests -import json - # Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 def get_rating(app_id): @@ -21,7 +23,7 @@ def get_rating(app_id): reviewdesc_short = soup.find_all("span", {"class": "responsive_reviewdesc_short"}) - if reviewdesc_short == []: + if not reviewdesc_short: return { "ALL_POSITIVE_NUM": 0, "ALL_POSITIVE_PERCENT": 0, diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index 0dd9768..a23b139 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -1,8 +1,10 @@ +from datetime import datetime, timedelta + from airflow import DAG -from airflow.operators.python_operator import PythonOperator +from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook -from datetime import datetime, timedelta + from jinja2 import Template diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 5e19c06..c2771ff 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,19 +1,22 @@ -from airflow import DAG -from airflow.operators.python import PythonOperator -from airflow.providers.amazon.aws.hooks.s3 import S3Hook -from airflow.providers.mysql.hooks.mysql import MySqlHook -from airflow.exceptions import AirflowException - +from datetime import datetime, timedelta import json import os -import requests -from requests.exceptions import RequestException import logging -from datetime import datetime, timedelta +import requests + import slack +from requests.exceptions import RequestException + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.exceptions import AirflowException + + # get streamer_list in rds def get_s_list(**kwargs): # RDS 연결 설정 From 9095a19b142a94baa7088c8c7b56f25740d015cf Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 17:58:35 +0900 Subject: [PATCH 103/249] [feat] : disable one error at pylint check, and fix pip install part --- .github/workflows/sync_dag_code.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 888db62..91e73a1 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -52,13 +52,13 @@ jobs: run: | CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" - pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" - pip install pytest + pip install "apache-airflow[amazon,mysql]==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" + pip install pytest slack - name: Install Pylint run: pip install pylint - name: Run Pylint - run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104 + run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301 - name: Test DAG integrity run: pytest tests/ From 4b02d06bdbefc87c56f2401223b73f35e4857d34 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:03:55 +0900 Subject: [PATCH 104/249] Update .gitignore --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 59b40da..5e317a3 100644 --- a/.gitignore +++ b/.gitignore @@ -135,7 +135,7 @@ venv/ ENV/ env.bak/ venv.bak/ - +airflowvenv/ # Spyder project settings .spyderproject .spyproject From 6d2e198bff46af827134d582ec91ceb1a8ac5f1a Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:07:16 +0900 Subject: [PATCH 105/249] [test]: test fix for testing pylint for this branch --- dags/streaming/dag_raw_data.py | 1 - 1 file changed, 1 deletion(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index c2771ff..6b02f63 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -7,7 +7,6 @@ import slack - from requests.exceptions import RequestException from airflow import DAG From f3c53cd190b988b1387b18ba6f43592349231100 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:11:18 +0900 Subject: [PATCH 106/249] [fix] : uninstall slack --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 91e73a1..0b54df3 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -53,7 +53,7 @@ jobs: CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt" echo "Installing Apache Airflow version ${AIRFLOW_VERSION} with constraints from ${CONSTRAINT_URL}" pip install "apache-airflow[amazon,mysql]==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}" - pip install pytest slack + pip install pytest - name: Install Pylint run: pip install pylint From 659396d42338499d045ebf7035eb0f9fd45674ef Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:13:27 +0900 Subject: [PATCH 107/249] [test] : test fix for testing pylint --- dags/game/game_ccu_to_s3.py | 1 - 1 file changed, 1 deletion(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index b04effd..fa3b7f1 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -6,7 +6,6 @@ from airflow.decorators import task from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator - # from plugins import slack from top_300_games import games From e71aa9bafb827b637fc026ffe12ef012a24f5406 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 18:23:27 +0900 Subject: [PATCH 108/249] [feat] result exception --- dags/streaming/dag_raw_data.py | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 640985a..ede11a6 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -22,21 +22,20 @@ def get_s_list(**kwargs): result = mysql_hook.get_records( "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" ) + chzzk, afc = [], [] + if result: # result가 None이 아닌 경우에만 처리 + for row in result: + if row[1]: + chzzk.append((row[0], row[1])) + if row[2]: + afc.append((row[0], row[2])) except Exception as e: error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) - raise AirflowException(error_msg) - - chzzk, afc = [], [] - for row in result: - if row[1]: - chzzk.append((row[0], row[1])) - if row[2]: - afc.append((row[0], row[2])) - - kwargs["ti"].xcom_push(key="chzzk", value=chzzk) - kwargs["ti"].xcom_push(key="afc", value=afc) + finally: + kwargs["ti"].xcom_push(key="chzzk", value=chzzk) + kwargs["ti"].xcom_push(key="afc", value=afc) def chzzk_raw(current_time, **kwargs): From f1727080c041211f638d84327966f4140563fe2a Mon Sep 17 00:00:00 2001 From: lyh Date: Wed, 21 Feb 2024 18:36:54 +0900 Subject: [PATCH 109/249] [feature] DAGs for GCP Airflow --- dags/game/game_ccu_to_s3.py | 77 ++++++--- dags/game/game_comment_to_s3.py | 90 ++++++---- dags/game/game_price_to_s3.py | 96 ++++++++--- dags/game/game_rating_to_s3.py | 96 ++++++----- dags/game/top_300_games.py | 291 -------------------------------- 5 files changed, 239 insertions(+), 411 deletions(-) delete mode 100644 dags/game/top_300_games.py diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index fa3b7f1..8ff02a6 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -1,43 +1,71 @@ -from datetime import datetime, timedelta -import json -import requests - from airflow import DAG from airflow.decorators import task +from airflow.providers.mysql.hooks.mysql import MySqlHook from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator -# from plugins import slack -from top_300_games import games +from datetime import datetime, timedelta +import slack + +import requests +import json +import time + + +def connect_to_mysql(): + db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() -# {"response":{"player_count":1188079,"result":1}} 이렇게 옴 @task def get_ccu(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_mysql() + sql = """ + SELECT game_id, game_nm + FROM GAME_INFO + WHERE + CASE + WHEN IS_TOP300 = "T" THEN TRUE + WHEN IS_TOP300 = "F" AND DATE(REDO_TIME) >= CURDATE() THEN TRUE + ELSE FALSE + END; + """ + cur.execute(sql) + records = cur.fetchall() + data = [] # 모든 API 응답을 저장할 리스트 - for appid, game in games.items(): + # 2. Steam API를 통해 게임별 현재 접속자 수 가져오기 + for appid, game in records: url = f"http://api.steampowered.com/ISteamUserStats/GetNumberOfCurrentPlayers/v1?appid={appid}" response = requests.get(url) + temp = response.json()["response"] + + if temp["result"] != 1: # 실패했을 경우 최대 3번까지 3초 간격으로 재시도 + for _ in range(3): + time.sleep(3) + response = requests.get(url) + temp = response.json()["response"] + if temp["result"] == 1: + break + else: + print(f"Failed to get CCU of {game}!") + else: + temp["game_id"] = appid + data.append(temp) # API 응답을 리스트에 추가 - temp = dict() - temp[appid] = response.json()["response"] print("temp", temp) - data.append(temp) # API 응답을 리스트에 추가 - print(temp[appid]["player_count"], temp[appid]["result"]) - if temp[appid]["result"] != 1: - print(f"Warning! The CCU of {game} does not exists!") - continue - - ccu = temp[appid]["player_count"] - print(f"CCU of {game}: {ccu}") - return data +# 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): - result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + result = json.dumps(data, ensure_ascii=False) return result @@ -47,11 +75,11 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="@once", + schedule_interval="0,30 * * * *", # 매 시간 0분과 30분에 시작 default_args={ "retries": 3, "retry_delay": timedelta(seconds=15), - # 'on_failure_callback': slack.on_failure_callback, + "on_failure_callback": slack.on_failure_callback, }, ) as dag: @@ -64,12 +92,13 @@ def save_to_json(data): year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = "RAW_GAME_CCU" + hour = "{{ data_interval_end.hour }}" + table_name = "raw_game_ccu" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, - s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/hour={hour}/{table_name}_{current_time}.json", data=data_json, replace=True, aws_conn_id="aws_conn_id", diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index e3c6827..4102c67 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -1,26 +1,28 @@ -from datetime import datetime, timedelta -import json -import requests - from airflow import DAG from airflow.decorators import task +from airflow.providers.mysql.hooks.mysql import MySqlHook from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator from airflow.models import Variable +from datetime import datetime, timedelta +import slack -# from plugins import slack -from top_300_games import games +import requests +import json + + +def connect_to_mysql(): + db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() -# Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 def get_game_reviews(app_id): - # API URL api_url = f"https://store.steampowered.com/appreviews/{app_id}?json=1" - # API 키를 설정 api_key = Variable.get("steam_api_key") - - # API 요청 매개변수 설정 params = { "key": api_key, "json": "1", @@ -34,48 +36,61 @@ def get_game_reviews(app_id): # 응답 확인 if response.status_code == 200: data = response.json() + data["game_id"] = app_id return data - # reviews = data.get('reviews', []) + # reviews = data.get("reviews", []) # for review in reviews: - # print(f"Review ID: {review['recommendationid']}") - # print(f"Author: {review['author']['steamid']}") - # print(f"Review: {review['review']}") - # print(f"Recommended: {review['voted_up']}") + # print(f"Review ID: {review["recommendationid"]}") + # print(f"Author: {review["author"]["steamid"]}") + # print(f"Review: {review["review"]}") + # print(f"Recommended: {review["voted_up"]}") # print(f"----------------------------------") else: print(f"Error: Unable to fetch reviews. Status Code: {response.status_code}") +@task +def get_ratings_task(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_mysql() + sql = """ + SELECT game_id + FROM GAME_INFO + WHERE IS_TOP300 IN ("T", "F"); + """ + cur.execute(sql) + records = cur.fetchall() + + data = [] + # 2. Steam API를 통해 게임별 커멘트 가져오기 + for app_id in records: + temp = get_game_reviews(app_id) + data.append(temp) + + return data + + +# 3. API 응답들이 담긴 리스트를 JSON으로 저장 +@task +def save_to_json(data): + result = json.dumps(data, ensure_ascii=False) + + return result + + with DAG( dag_id="game_comment_to_s3", start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="@once", + schedule_interval="0 0 1 * *", default_args={ "retries": 3, "retry_delay": timedelta(minutes=1), - # 'on_failure_callback': slack.on_failure_callback, + "on_failure_callback": slack.on_failure_callback, }, ) as dag: - @task - def get_ratings_task(): - data = list() - for app_id, game in games.items(): - temp = dict() - temp[app_id] = get_game_reviews(app_id) - print(game, temp) - data.append(temp) - print() - return data - - @task - def save_to_json(data): - result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - - return result - data = get_ratings_task() data_json = save_to_json(data) @@ -85,12 +100,13 @@ def save_to_json(data): year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = "RAW_GAME_REVIEW" + hour = "{{ data_interval_end.hour }}" + table_name = "raw_game_review" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, - s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", + s3_key=f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/hour={hour}/{table_name}_{current_time}.json", data=data_json, replace=True, aws_conn_id="aws_conn_id", diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 9696878..643927d 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -1,35 +1,91 @@ -from datetime import datetime, timedelta -import json -import requests - from airflow import DAG from airflow.decorators import task +from airflow.providers.mysql.hooks.mysql import MySqlHook from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from airflow.models import Variable + +from datetime import datetime, timedelta +import slack +import requests +import json +import time -# from plugins import slack -from top_300_games import games +def connect_to_mysql(): + db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + conn = db_hook.get_conn() + conn.autocommit = True -@task -def get_ccu(): - data = [] # 모든 API 응답을 저장할 리스트 + return conn.cursor() - for appid in games.keys(): - url = f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" - response = requests.get(url) - temp = dict() - temp[appid] = response.json() +@task +def get_price(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_mysql() + sql = """ + SELECT game_id, game_nm + FROM GAME_INFO + WHERE IS_TOP300 IN ("T", "F"); + """ + cur.execute(sql) + records = cur.fetchall() + + data = [] + # 2. Steam API를 통해 게임별 가격 가져오기 + for appid, name in records: + appid = str(appid) - data.append(temp) # API 응답을 리스트에 추가 + url = f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" + api_key = Variable.get("steam_api_key") + params = { + "key": api_key, + "json": "1", + } + + response = requests.get(url, params=params) + temp = response.json() + + # 실패했을 경우 최대 3번까지 90초 간격으로 재시도 + if not temp or not temp[appid]["success"]: # {"1891701":{"success":false}} + for i in range(3): + time.sleep(90) + url = ( + f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" + ) + response = requests.get(url, params=params) + temp = response.json() + + if temp and temp[appid]["success"]: + break + print(f"The response of {appid, name} failed! {i+1} times") + else: + print(f"Failed to get price of {appid, name}!") + + if not temp: + temp = { + appid: { + "success": False, + "data": { + "price_overview": {"final": 999999999, "initial": 999999999} + }, + } + } + else: + temp = temp[appid] + + print(appid, name) + # print(temp) + data.append(temp) return data +# 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): - result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 + result = json.dumps(data, ensure_ascii=False) return result @@ -39,15 +95,15 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="@once", + schedule_interval="0 0 * * *", default_args={ "retries": 3, "retry_delay": timedelta(seconds=15), - # 'on_failure_callback': slack.on_failure_callback, + "on_failure_callback": slack.on_failure_callback, }, ) as dag: - data = get_ccu() + data = get_price() data_json = save_to_json(data) bucket_name = "de-2-1-bucket" @@ -56,7 +112,7 @@ def save_to_json(data): year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = "RAW_GAME_PRICE" + table_name = "raw_game_price" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index f3549f6..4211889 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -1,18 +1,23 @@ -import re -from bs4 import BeautifulSoup +from airflow import DAG +from airflow.decorators import task +from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +from bs4 import BeautifulSoup from datetime import datetime, timedelta -import json -import requests +import slack +import re +import requests +import json -from airflow import DAG -from airflow.decorators import task -from airflow.providers.amazon.aws.operators.s3 import S3CreateObjectOperator +def connect_to_mysql(): + db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + conn = db_hook.get_conn() + conn.autocommit = True -# from plugins import slack -from top_300_games import games + return conn.cursor() # Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 @@ -23,8 +28,9 @@ def get_rating(app_id): reviewdesc_short = soup.find_all("span", {"class": "responsive_reviewdesc_short"}) - if not reviewdesc_short: + if reviewdesc_short == []: return { + "game_id": app_id, "ALL_POSITIVE_NUM": 0, "ALL_POSITIVE_PERCENT": 0, "RECENT_POSITIVE_NUM": 0, @@ -57,54 +63,66 @@ def get_rating(app_id): int(num) for num in re.findall(r"\d+", all_reviews_text.replace(",", "")) ][::-1] - print("r", recent_reviews_numbers) - print("a", all_reviews_numbers) - data = { - "ALL_POSITIVE_NUM": all_reviews_numbers[0], - "ALL_POSITIVE_PERCENT": all_reviews_numbers[1], + "game_id": app_id, + "all_positive_num": all_reviews_numbers[0], + "all_positive_percent": all_reviews_numbers[1], } if len(recent_reviews_numbers) == 0: - data["RECENT_POSITIVE_NUM"] = 0 - data["RECENT_POSITIVE_PERCENT"] = 0 + data["recent_positive_num"] = 0 + data["recent_positive_percent"] = 0 else: - data["RECENT_POSITIVE_NUM"] = recent_reviews_numbers[0] - data["RECENT_POSITIVE_PERCENT"] = recent_reviews_numbers[1] + data["recent_positive_num"] = recent_reviews_numbers[0] + data["recent_positive_percent"] = recent_reviews_numbers[1] + + return data + +@task +def get_ratings_task(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_mysql() + sql = """ + SELECT game_id, game_nm + FROM GAME_INFO + WHERE IS_TOP300 IN ("T", "F"); + """ + cur.execute(sql) + records = cur.fetchall() + + data = [] + # 2. Steam API를 통해 게임별 정량 평가 가져오기 + for app_id, game in records: + temp = get_rating(app_id) + data.append(temp) + print(game, temp) return data +# 3. API 응답들이 담긴 리스트를 JSON으로 저장 +@task +def save_to_json(data): + result = json.dumps( + data, ensure_ascii=False + ) # API 응답들이 담긴 리스트를 JSON으로 저장 + + return result + + with DAG( dag_id="game_rating_to_s3", start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="@once", + schedule_interval="0 0 * * *", default_args={ "retries": 3, "retry_delay": timedelta(minutes=1), - # 'on_failure_callback': slack.on_failure_callback, + "on_failure_callback": slack.on_failure_callback, }, ) as dag: - @task - def get_ratings_task(): - data = list() - for app_id, game in games.items(): - temp = dict() - temp[app_id] = get_rating(app_id) - print(game, temp) - data.append(temp) - print() - return data - - @task - def save_to_json(data): - result = json.dumps(data) # API 응답들이 담긴 리스트를 JSON으로 저장 - - return result - data = get_ratings_task() data_json = save_to_json(data) @@ -114,7 +132,7 @@ def save_to_json(data): year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - table_name = "RAW_GAME_RATING" + table_name = "raw_game_rating" task_load_raw_data = S3CreateObjectOperator( task_id="create_object", diff --git a/dags/game/top_300_games.py b/dags/game/top_300_games.py deleted file mode 100644 index 4040f65..0000000 --- a/dags/game/top_300_games.py +++ /dev/null @@ -1,291 +0,0 @@ -games = { - 730: "Counter-Strike 2", - 1623730: "Palworld", - 570: "Dota 2", - 553850: "HELLDIVERS™ 2", - 1172470: "Apex Legends", - 1086940: "Baldur's Gate 3", - 271590: "Grand Theft Auto V", - 1938090: "Call of Duty®", - 578080: "PUBG: BATTLEGROUNDS", - 359550: "Tom Clancy's Rainbow Six Siege", - 252490: "Rust", - 230410: "Warframe", - 236390: "War Thunder", - 440: "Team Fortress 2", - 2252570: "Football Manager 2024", - 881020: "Granblue Fantasy: Relink", - 1203620: "Enshrouded", - 304930: "Unturned", - 1966720: "Lethal Company", - 2195250: "EA SPORTS FC™ 24", - 1245620: "ELDEN RING", - 1203220: "NARAKA: BLADEPOINT", - 221100: "DayZ", - 289070: "Sid Meier's Civilization VI", - 1174180: "Red Dead Redemption 2", - 2357570: "Overwatch® 2", - 1085660: "Destiny 2", - 436150: "Governor of Poker 3", - 413150: "Stardew Valley", - 105600: "Terraria", - 1222670: "The Sims™ 4", - 1091500: "Cyberpunk 2077", - 322170: "Geometry Dash", - 394360: "Hearts of Iron IV", - 252950: "Rocket League", - 1449850: "Yu-Gi-Oh! Master Duel", - 108600: "Project Zomboid", - 438100: "VRChat", - 489830: "The Elder Scrolls V: Skyrim Special Edition", - 582010: "Monster Hunter: World", - 381210: "Dead by Daylight", - 2161700: "Persona 3 Reload", - 218620: "PAYDAY 2", - 2073850: "THE FINALS", - 1778820: "TEKKEN 8", - 2349820: "Hero's Land", - 227300: "Euro Truck Simulator 2", - 251570: "7 Days to Die", - 346110: "ARK: Survival Evolved", - 550: "Left 4 Dead 2", - 294100: "RimWorld", - 4000: "Garry's Mod", - 250900: "The Binding of Isaac: Rebirth", - 892970: "Valheim", - 291550: "Brawlhalla", - 1248130: "Farming Simulator 22", - 2399830: "ARK: Survival Ascended", - 386360: "SMITE", - 377160: "Fallout 4", - 8930: "Sid Meier's Civilization V", - 899770: "Last Epoch", - 1142710: "Total War: WARHAMMER III", - 813780: "Age of Empires II: Definitive Edition", - 1158310: "Crusader Kings III", - 261550: "Mount & Blade II: Bannerlord", - 236850: "Europa Universalis IV", - 1454400: "Cookie Clicker", - 960090: "Bloons TD 6", - 306130: "The Elder Scrolls Online", - 284160: "BeamNG.drive", - 383180: "Dead Island Riptide Definitive Edition", - 1063730: "New World", - 427520: "Factorio", - 2072450: "Like a Dragon: Infinite Wealth", - 322330: "Don't Starve Together", - 739630: "Phasmophobia", - 990080: "Hogwarts Legacy", - 281990: "Stellaris", - 292030: "The Witcher 3: Wild Hunt", - 1238810: "Battlefield™ V", - 107410: "Arma 3", - 244210: "Assetto Corsa", - 513710: "SCUM", - 1151340: "Fallout 76", - 1687950: "Persona 5 Royal", - 1250410: "Microsoft Flight Simulator", - 393380: "Squad", - 594650: "Hunt: Showdown", - 646570: "Slay the Spire", - 1172620: "Sea of Thieves", - 270880: "American Truck Simulator", - 761890: "Albion Online", - 632360: "Risk of Rain 2", - 1517290: "Battlefield™ 2042", - 526870: "Satisfactory", - 1551360: "Forza Horizon 5", - 1665460: "eFootball™ 2024", - 440900: "Conan Exiles", - 548430: "Deep Rock Galactic", - 10: "Counter-Strike", - 2140330: "Madden NFL 24", - 1920960: "VPet", - 2344520: "Diablo® IV", - 1466860: "Age of Empires IV: Anniversary Edition", - 686810: "Hell Let Loose", - 255710: "Cities: Skylines", - 1476970: "Legends of Idleon MMO", - 374320: "DARK SOULS™ III", - 444090: "Paladins", - 365670: "Blender", - 1716740: "Starfield", - 976730: "Halo: The Master Chief Collection", - 1144200: "Ready or Not", - 2338770: "NBA 2K24", - 1364780: "Street Fighter™ 6", - 2141910: "Magic: The Gathering Arena", - 1118200: "People Playground", - 1997040: "MARVEL SNAP", - 1240440: "Halo Infinite", - 1677740: "Stumble Guys", - 1811260: "EA SPORTS™ FIFA 23", - 766570: "Russian Fishing 4", - 1451190: "Undisputed", - 1267910: "Melvor Idle", - 552990: "World of Warships", - 457140: "Oxygen Not Included", - 1782210: "Crab Game", - 529340: "Victoria 3", - 1145360: "Hades", - 1366540: "Dyson Sphere Program", - 311210: "Call of Duty: Black Ops III", - 1973530: "Limbus Company", - 1238840: "Battlefield 1 ™", - 1919590: "NBA 2K23", - 444200: "World of Tanks Blitz", - 1446780: "MONSTER HUNTER RISE", - 367520: "Hollow Knight", - 264710: "Subnautica", - 22380: "Fallout: New Vegas", - 1928420: "Farlight 84", - 233860: "Kenshi", - 714010: "Aimlabs", - 949230: "Cities: Skylines II", - 1326470: "Sons Of The Forest", - 214950: "Total War: ROME II - Emperor Edition", - 570940: "DARK SOULS™: REMASTERED", - 1426210: "It Takes Two", - 1286830: "STAR WARS™: The Old Republic™", - 1721470: "Poppy Playtime", - 2050650: "Resident Evil 4", - 945360: "Among Us", - 435150: "Divinity: Original Sin 2", - 2471100: "Unnamed Space Idle", - 1147690: "NGU IDLE", - 244850: "Space Engineers", - 1794680: "Vampire Survivors", - 1361210: "Warhammer 40,000: Darktide", - 627690: "Idle Champions of the Forgotten Realms", - 386180: "Crossout", - 1258080: "Shop Titans", - 601510: "Yu-Gi-Oh! Duel Links", - 275850: "No Man's Sky", - 1569040: "Football Manager 2022", - 12210: "Grand Theft Auto IV: The Complete Edition", - 985810: "GrandChase", - 648800: "Raft", - 286160: "Tabletop Simulator", - 208650: "Batman™: Arkham Knight", - 933110: "Age of Empires III: Definitive Edition", - 304390: "For Honor", - 779340: "Total War: THREE KINGDOMS", - 268500: "XCOM 2", - 4700: "Total War: MEDIEVAL II - Definitive Edition", - 1284210: "Guild Wars 2", - 1506830: "FIFA 22", - 1313140: "Cult of the Lamb", - 376210: "The Isle", - 814380: "Sekiro™: Shadows Die Twice", - 1973710: "ヘブンバ?ンズレッド", - 700330: "SCP: Secret Laboratory", - 459820: "Crush Crush", - 1062090: "Timberborn", - 1593500: "God of War", - 1888160: "ARMORED CORE™ VI FIRES OF RUBICON™", - 1260320: "Party Animals", - 671860: "BattleBit Remastered", - 1465360: "SnowRunner", - 977400: "Cell to Singularity - Evolution Never Ends", - 359320: "Elite Dangerous", - 1343400: "RuneScape", - 518790: "theHunter: Call of the Wild™", - 1942280: "Brotato", - 1336490: "Against the Storm", - 1235140: "Yakuza: Like a Dragon", - 1259420: "Days Gone", - 1328670: "Mass Effect™ Legendary Edition", - 1229490: "ULTRAKILL", - 242760: "The Forest", - 1128810: "RISK: Global Domination", - 239140: "Dying Light", - 1891700: "Tap Ninja", - 240: "Counter-Strike: Source", - 534380: "Dying Light 2", - 655500: "MX Bikes", - 1535560: "Farmer Against Potatoes Idle", - 2186680: "Warhammer 40,000: Rogue Trader", - 1568590: "Goose Goose Duck", - 3590: "Plants vs. Zombies: Game of the Year", - 363970: "Clicker Heroes", - 8500: "EVE Online", - 1151640: "Horizon Zero Dawn™ Complete Edition", - 1404210: "Red Dead Online", - 1462040: "FINAL FANTASY VII REMAKE INTERGRADE", - 1868140: "DAVE THE DIVER", - 10500: "Total War: EMPIRE - Definitive Edition", - 1129580: "Medieval Dynasty", - 958260: "DEAD OR ALIVE Xtreme Venus Vacation", - 703080: "Planet Zoo", - 2108330: "F1® 23", - 1407200: "World of Tanks", - 1797880: "Lost Light", - 397540: "Borderlands 3", - 638970: "Yakuza 0", - 48700: "Mount & Blade: Warband", - 34330: "Total War: SHOGUN 2", - 1604030: "V Rising", - 1167630: "Teardown", - 1468810: "鬼谷八荒 Tale of Immortal", - 231430: "Company of Heroes 2", - 594570: "Total War: WARHAMMER II", - 916440: "Anno 1800", - 380600: "Fishing Planet", - 1293830: "Forza Horizon 4", - 1158160: "Coral Island", - 1774580: "STAR WARS Jedi: Survivor™", - 219990: "Grim Dawn", - 2444170: "Backpack Battles Demo", - 203770: "Crusader Kings II", - 49520: "Borderlands 2", - 1850570: "DEATH STRANDING DIRECTOR'S CUT", - 2221490: "Tom Clancy's The Division 2", - 471710: "Rec Room", - 787860: "Farming Simulator 19", - 379430: "Kingdom Come: Deliverance", - 1659040: "HITMAN 3", - 812140: "Assassin's Creed Odyssey", - 1184370: "Pathfinder: Wrath of the Righteous - Enhanced Edition", - 635260: "CarX Drift Racing Online", - 262060: "Darkest Dungeon®", - 367500: "Dragon's Dogma: Dark Arisen", - 32470: "STAR WARS™ Empire at War: Gold Pack", - 335300: "DARK SOULS™ II: Scholar of the First Sin", - 287700: "METAL GEAR SOLID V: THE PHANTOM PAIN", - 315210: "Suicide Squad: Kill the Justice League", - 2281730: "Combat Master", - 1718570: "ASTLIBRA ～生きた?～ Revision", - 1817070: "Marvel’s Spider-Man Remastered", - 1066780: "Transport Fever 2", - 573090: "Stormworks: Build and Rescue", - 1113000: "Persona 4 Golden", - 1818450: "STALCRAFT", - 72850: "The Elder Scrolls V: Skyrim", - 1943950: "Escape the Backrooms", - 728880: "Overcooked! 2", - 1084600: "My Time at Sandrock", - 805550: "Assetto Corsa Competizione", - 2321470: "Deep Rock Galactic: Survivor", - 1222680: "Need for Speed™ Heat", - 1238860: "Battlefield 4™", - 1061100: "Hunter's Arena: Legends", - 844870: "KurtzPel", - 1544020: "The Callisto Protocol™", - 1805480: "Like a Dragon: Ishin!", - 1448440: "Wo Long: Fallen Dynasty", - 2503740: "Storm Striker", - 1147560: "Skul: The Hero Slayer", - 1237320: "Sonic Frontiers", - 1367300: "Blade Assault", - 1693980: "Dead Space", - 222420: "THE KING OF FIGHTERS '98 ULTIMATE MATCH FINAL EDITION", - 2500750: "Only Climb: Better Together", - 1498570: "THE KING OF FIGHTERS XV", - 2178420: "트리 오브 세이비어", - 1530300: "Auto Chess", - 1149460: "Icarus", - 1627720: "Lies of P", - 1304930: "The Outlast Trials", - 389730: "TEKKEN 7", - 1049590: "Eternal Return", -} From 0ed38788f0df29b63ffb192e74048caca5fedcf5 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:40:15 +0900 Subject: [PATCH 110/249] [feat]: using plugin as package --- plugins/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 plugins/__init__.py diff --git a/plugins/__init__.py b/plugins/__init__.py new file mode 100644 index 0000000..e69de29 From 63a771739293f98d1615a381fb24fdc94c2cc58e Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:51:09 +0900 Subject: [PATCH 111/249] [feat] : add steps when plugin created --- .github/workflows/sync_dag_code.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 0b54df3..bfd0708 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -16,6 +16,7 @@ jobs: outputs: dags-changed: ${{ steps.filter.outputs.dags }} docker-changed: ${{ steps.filter.outputs.docker }} + plugin-created: ${{ steps.filter.outputs.plugin}} steps: - uses: actions/checkout@v4 @@ -30,10 +31,12 @@ jobs: docker: - 'docker-compose.yaml' - 'Dockerfile' + plugin: + - 'plugins/***' build: needs: path-filter - if: needs.path-filter.outputs.dags-changed == 'true' && github.event_name == 'pull_request' + if: (needs.path-filter.outputs.dags-changed == 'true' || needs.path-filter.outputs.plugin-created == 'true') && github.event_name == 'pull_request' runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -80,7 +83,7 @@ jobs: run: | rsync -av --include='dags/***' --include='docker-compose.yaml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY - name: Restart Docker Services - if: ${{ needs.path-filter.outputs.docker-changed == 'true' }} + if: ${{ needs.path-filter.outputs.docker-changed == 'true' || needs.path-filter.outputs.plugin-created == 'true'}} env: DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | From 6d09ceedad26f35d51c06e03dc936f99e6f20690 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:52:28 +0900 Subject: [PATCH 112/249] [fix] : remove plugin CI check -update later --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index bfd0708..4029cbc 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -36,7 +36,7 @@ jobs: build: needs: path-filter - if: (needs.path-filter.outputs.dags-changed == 'true' || needs.path-filter.outputs.plugin-created == 'true') && github.event_name == 'pull_request' + if: needs.path-filter.outputs.dags-changed == 'true' && github.event_name == 'pull_request' runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 From d14c7b722f22c3249d5c57353f24cfd7769a9cc4 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:54:07 +0900 Subject: [PATCH 113/249] [fix] update slack plugin (minor change) --- plugins/slack.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plugins/slack.py b/plugins/slack.py index fc39906..b544352 100644 --- a/plugins/slack.py +++ b/plugins/slack.py @@ -12,7 +12,7 @@ def on_failure_callback(context): """ text = str(context["task_instance"]) text += "```" + str(context.get("exception")) + "```" - send_message_to_a_slack_channel(text, ":scream:") + send_message_to_a_slack_channel(text) # def send_message_to_a_slack_channel(message, emoji, channel, access_token): From 3678d1242547a4f7ff6aaf3be295ea10650e118b Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 18:59:15 +0900 Subject: [PATCH 114/249] [fix] : fix rsync code --- .github/workflows/sync_dag_code.yml | 2 +- plugins/slack.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 4029cbc..af609b5 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -81,7 +81,7 @@ jobs: env: DEPLOY_DIRECTORY: /home/zizzicteam2/${{ env.REPO_NAME }} run: | - rsync -av --include='dags/***' --include='docker-compose.yaml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY + rsync -av --include='dags/***' --include='plugins/***' --include='docker-compose.yaml' --include='Dockerfile' --exclude='*' ./ $DEPLOY_DIRECTORY - name: Restart Docker Services if: ${{ needs.path-filter.outputs.docker-changed == 'true' || needs.path-filter.outputs.plugin-created == 'true'}} env: diff --git a/plugins/slack.py b/plugins/slack.py index b544352..fc39906 100644 --- a/plugins/slack.py +++ b/plugins/slack.py @@ -12,7 +12,7 @@ def on_failure_callback(context): """ text = str(context["task_instance"]) text += "```" + str(context.get("exception")) + "```" - send_message_to_a_slack_channel(text) + send_message_to_a_slack_channel(text, ":scream:") # def send_message_to_a_slack_channel(message, emoji, channel, access_token): From ae86d10b33b9d28b2de6494f24622aabd695936c Mon Sep 17 00:00:00 2001 From: lyh Date: Wed, 21 Feb 2024 19:13:53 +0900 Subject: [PATCH 115/249] [hotfix] tag and connections --- dags/dummy_dag_for_test.py | 1 + dags/game/game_ccu_to_s3.py | 2 +- dags/game/game_comment_to_s3.py | 2 +- dags/game/game_price_to_s3.py | 2 +- dags/game/game_rating_to_s3.py | 2 +- dags/glue/glue_airflow.py | 1 + 6 files changed, 6 insertions(+), 4 deletions(-) diff --git a/dags/dummy_dag_for_test.py b/dags/dummy_dag_for_test.py index 23497f7..6608608 100644 --- a/dags/dummy_dag_for_test.py +++ b/dags/dummy_dag_for_test.py @@ -9,6 +9,7 @@ dag_id="dag_cycle_test", start_date=airflow.utils.dates.days_ago(3), schedule_interval=None, + tags=["Streaming"], description="A simple test DAG using EmptyOperator", # DAG 설명 추가 ) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 8ff02a6..6bda3a7 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -12,7 +12,7 @@ def connect_to_mysql(): - db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + db_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") conn = db_hook.get_conn() conn.autocommit = True diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 4102c67..57c326b 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -12,7 +12,7 @@ def connect_to_mysql(): - db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + db_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") conn = db_hook.get_conn() conn.autocommit = True diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 643927d..9f5de0d 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -13,7 +13,7 @@ def connect_to_mysql(): - db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + db_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") conn = db_hook.get_conn() conn.autocommit = True diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 4211889..a80ab74 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -13,7 +13,7 @@ def connect_to_mysql(): - db_hook = MySqlHook(mysql_conn_id="de-2-1-tmp-database") + db_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") conn = db_hook.get_conn() conn.autocommit = True diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index a23b139..71f41ad 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -40,6 +40,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", + tags=["Glue"], catchup=False, ) as dag: From fd7cf6bf5d6692227e14517b827fc6e654e9c6e7 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:25:44 +0900 Subject: [PATCH 116/249] [feat]: add pythonpath env for plugin check --- .github/workflows/sync_dag_code.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index af609b5..4113564 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -61,7 +61,9 @@ jobs: - name: Install Pylint run: pip install pylint - name: Run Pylint - run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301 + env: + PYTHONPATH: plugins + run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 - name: Test DAG integrity run: pytest tests/ From b4b3e9f84c4545de39de57630570e1408a3df1d1 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:27:32 +0900 Subject: [PATCH 117/249] [test] : code fix for test --- dags/game/game_price_to_s3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 9f5de0d..cca5418 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -59,7 +59,7 @@ def get_price(): if temp and temp[appid]["success"]: break - print(f"The response of {appid, name} failed! {i+1} times") + print(f"The response of {appid, name} failed! {i + 1} times") else: print(f"Failed to get price of {appid, name}!") From a719e639896f27f27400e22a6f822605508cc101 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:52:45 +0900 Subject: [PATCH 118/249] [feat] : add plugins to condition and checked folders --- .github/workflows/sync_dag_code.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 4113564..28f7127 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -36,7 +36,7 @@ jobs: build: needs: path-filter - if: needs.path-filter.outputs.dags-changed == 'true' && github.event_name == 'pull_request' + if: (needs.path-filter.outputs.dags-changed == 'true'|| needs.path-filter.outputs.plugin-created == 'true') && github.event_name == 'pull_request' runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -63,7 +63,7 @@ jobs: - name: Run Pylint env: PYTHONPATH: plugins - run: find dags/ tests/dags/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 + run: find dags/ tests/dags/ plugins/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 - name: Test DAG integrity run: pytest tests/ From 148817c2e93662d0bb52c3da77263899188f3c5a Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:53:06 +0900 Subject: [PATCH 119/249] [fix] : remove unused files --- dags/dummy_dag_for_test.py | 22 ---------------------- dags/game/.gitkeep | 0 dags/streaming/.gitkeep | 0 3 files changed, 22 deletions(-) delete mode 100644 dags/dummy_dag_for_test.py delete mode 100644 dags/game/.gitkeep delete mode 100644 dags/streaming/.gitkeep diff --git a/dags/dummy_dag_for_test.py b/dags/dummy_dag_for_test.py deleted file mode 100644 index 6608608..0000000 --- a/dags/dummy_dag_for_test.py +++ /dev/null @@ -1,22 +0,0 @@ -"""Example Airflow DAG for testing task dependencies using EmptyOperator.""" - -import airflow.utils.dates -from airflow import DAG -from airflow.operators.empty import EmptyOperator - -# DAG 정의 -dag = DAG( - dag_id="dag_cycle_test", - start_date=airflow.utils.dates.days_ago(3), - schedule_interval=None, - tags=["Streaming"], - description="A simple test DAG using EmptyOperator", # DAG 설명 추가 -) - -# 태스크 정의 -t1 = EmptyOperator(task_id="t1", dag=dag) -t2 = EmptyOperator(task_id="t2", dag=dag) -t3 = EmptyOperator(task_id="t3", dag=dag) - -# 태스크 종속성 설정 -t1 >> t2 >> t3 diff --git a/dags/game/.gitkeep b/dags/game/.gitkeep deleted file mode 100644 index e69de29..0000000 diff --git a/dags/streaming/.gitkeep b/dags/streaming/.gitkeep deleted file mode 100644 index e69de29..0000000 From 5ca5ed82141c22e14099bbc5133d6413b401398d Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:53:44 +0900 Subject: [PATCH 120/249] [fix] : resolve 'not-an-iterable' error --- dags/streaming/dag_raw_data.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index b2ce1ea..e21b0a0 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,5 +1,6 @@ from datetime import datetime, timedelta +from collections.abc import Iterable import json import os import logging @@ -25,7 +26,9 @@ def get_s_list(**kwargs): "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" ) chzzk, afc = [], [] - if result: # result가 None이 아닌 경우에만 처리 + if result and isinstance( + result, Iterable + ): # result가 None이 아닌 경우에만 처리 for row in result: if row[1]: chzzk.append((row[0], row[1])) From d3057cfd9c678c2e65cfd58c17f8b7bc24c92002 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 20:54:04 +0900 Subject: [PATCH 121/249] [fix] : import from plugin --- dags/game/game_comment_to_s3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 57c326b..f3ee255 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -5,7 +5,7 @@ from airflow.models import Variable from datetime import datetime, timedelta -import slack +from plugins import slack import requests import json From d600e29b1dd1f956680eca3595cd9ec36c5ef857 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 21 Feb 2024 20:58:44 +0900 Subject: [PATCH 122/249] [hotfix] tags & retries change - dag_raw_data.py --- dags/streaming/dag_raw_data.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index b2ce1ea..33a722e 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -200,10 +200,11 @@ def delete_files(**kwargs): "owner": "airflow", "depends_on_past": False, "start_date": datetime(2024, 1, 17), - "retries": 0, + "retries": 1, "retry_delay": timedelta(minutes=5), }, schedule_interval="*/5 * * * *", + tags=["Streaming"], catchup=False, ) as dag: From fc1e122cfcf4e9024ae52b6f7b0a453109af4ccb Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 21:03:23 +0900 Subject: [PATCH 123/249] [fix] : resolve 'not-an-iterable' error --- dags/streaming/dag_raw_data.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index e21b0a0..fd1b004 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -1,6 +1,5 @@ from datetime import datetime, timedelta -from collections.abc import Iterable import json import os import logging @@ -22,13 +21,15 @@ def get_s_list(**kwargs): # RDS 연결 설정 try: mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") - result = mysql_hook.get_records( - "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" + result = ( + mysql_hook.get_records( + "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" + ) + or [] ) + # None 인경우 []로 처리 chzzk, afc = [], [] - if result and isinstance( - result, Iterable - ): # result가 None이 아닌 경우에만 처리 + if result: for row in result: if row[1]: chzzk.append((row[0], row[1])) From 0e77bae9570e5ecf426cf531977080eba61d9f72 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 21:16:06 +0900 Subject: [PATCH 124/249] [fix] : add -r option for xargs MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --no-run-if-empty (or -r) - xargs에게 입력이 비어 있을 경우에는 명령어를 실행하지 않도록 지시 - find 명령어로 아무런 파일도 찾지 못했을 때 pylint가 실행되지 않아 불필요한 오류를 방지할 수 있음 --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index 28f7127..b0cfbf9 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -63,7 +63,7 @@ jobs: - name: Run Pylint env: PYTHONPATH: plugins - run: find dags/ tests/dags/ plugins/ -name "*.py" | xargs pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 + run: find dags/ tests/dags/ plugins/ -name "*.py" | xargs -r pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 - name: Test DAG integrity run: pytest tests/ From 8a57b462f47c37e909332b923a45dd10e989a842 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 21:22:49 +0900 Subject: [PATCH 125/249] [fix] : code not using xargs --- .github/workflows/sync_dag_code.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index b0cfbf9..c706668 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -63,8 +63,7 @@ jobs: - name: Run Pylint env: PYTHONPATH: plugins - run: find dags/ tests/dags/ plugins/ -name "*.py" | xargs -r pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 - + run: pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 $(find dags/ tests/dags/ plugins/ -name "*.py") - name: Test DAG integrity run: pytest tests/ From 843b7ce571facf1449b3a26e6f41d98b81110ac6 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Wed, 21 Feb 2024 21:45:01 +0900 Subject: [PATCH 126/249] [hot fix] : module import error fix --- dags/game/game_comment_to_s3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index f3ee255..57c326b 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -5,7 +5,7 @@ from airflow.models import Variable from datetime import datetime, timedelta -from plugins import slack +import slack import requests import json From 0d64aa2773173f0b561ff22cbe7eefc86c3ed4ef Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 22 Feb 2024 11:26:49 +0900 Subject: [PATCH 127/249] [feature] test Glue files --- dags/glue/glue_game.py | 78 +++++++++++++++++++ .../glue&athena/glue_game_price_template.py | 37 +++++++++ 2 files changed, 115 insertions(+) create mode 100644 dags/glue/glue_game.py create mode 100644 dataCollector/glue&athena/glue_game_price_template.py diff --git a/dags/glue/glue_game.py b/dags/glue/glue_game.py new file mode 100644 index 0000000..a23b139 --- /dev/null +++ b/dags/glue/glue_game.py @@ -0,0 +1,78 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook + +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_test_dag", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 * * * *", + catchup=False, +) as dag: + + bucket_name = "de-2-1-bucket" + local_path = "./glue_script.py" + current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + hour = "{{ data_interval_end.hour }}" + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_template.py", + "rendered_s3_key": "source/script/glue_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="DE-2-1-testjob", + script_location="s3://de-2-1-bucket/source/script/glue_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + +upload_script >> run_glue_job diff --git a/dataCollector/glue&athena/glue_game_price_template.py b/dataCollector/glue&athena/glue_game_price_template.py new file mode 100644 index 0000000..0990e36 --- /dev/null +++ b/dataCollector/glue&athena/glue_game_price_template.py @@ -0,0 +1,37 @@ +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=datasource, + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="datasource", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From 2d4280c3ad4f9f183d5f3e6ed1edb2d4eff85526 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 12:02:26 +0900 Subject: [PATCH 128/249] [feat] live_viewer glue code v1.0 --- dags/glue/live_viewer.py | 78 +++++++++++++++++++ .../glue&athena/live_viewer_template.py | 70 +++++++++++++++++ 2 files changed, 148 insertions(+) create mode 100644 dags/glue/live_viewer.py create mode 100644 dataCollector/glue&athena/live_viewer_template.py diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py new file mode 100644 index 0000000..14d920a --- /dev/null +++ b/dags/glue/live_viewer.py @@ -0,0 +1,78 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook + +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_test_dag", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 * * * *", + catchup=False, +) as dag: + + bucket_name = "de-2-1-bucket" + local_path = "./glue_script.py" + current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.year }}" + month = "{{ data_interval_end.month }}" + day = "{{ data_interval_end.day }}" + hour = "{{ data_interval_end.hour }}" + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/live_viewer_template.py", + "rendered_s3_key": "source/script/live_viewer_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="DE-2-1-testjob", + script_location="s3://de-2-1-bucket/source/script/live_viewer_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + +upload_script >> run_glue_job diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py new file mode 100644 index 0000000..08e9adc --- /dev/null +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -0,0 +1,70 @@ +## live_viewer glue script template + +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", +) +# 데이터 가공 +datasource_df = datasource.toDF() + +chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) +afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) + +# chzzk_source.printSchema() +chzzk_df = chzzk_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.chzzk_s_id").alias("CHZ_STEAMER_ID"), + col("col.content.liveTitle").alias("CHZ_BROADCAST_TITLE"), + col("col.content.liveCategoryValue").alias("CHZ_GAME_CODE"), + col("col.content.concurrentUserCount").alias("CHZ_VIEWER_NUM"), +) +# chzzk_df.show() + +# afreeca_source.printSchema() +afreeca_df = afreeca_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.afc_s_id").alias("AFC_STEAMER_ID"), + col("col.live_status.BNO").alias("BROADCAST_ID"), + col("col.live_status.TITLE").alias("AFC_BROADCAST_TITLE"), + col("col.live_status.CATE").alias("AFC_GAME_CODE"), + col("col.broad_info.broad.current_sum_viewer").alias("AFC_VIEWER_NUM"), +) +# afreeca_df.show(truncate=False) + +result_df = chzzk_df.join(afreeca_df, "STREAMER_ID", "outer") + +dynamicframe = DynamicFrame.fromDF(result_df, glueContext, "dynamicframe") + + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=datasource, + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="datasource", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From 81f1b3853b3daad2864d6b1538bf4cba2a7b0a74 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 12:27:26 +0900 Subject: [PATCH 129/249] [feat] live_viewer glue code v1.1 --- dataCollector/glue&athena/live_viewer_template.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py index 08e9adc..1357c94 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -6,6 +6,8 @@ from pyspark.context import SparkContext from awsglue.context import GlueContext from awsglue.job import Job +from pyspark.sql.functions import * +from awsglue.dynamicframe import DynamicFrame # SparkContext와 GlueContext 초기화 sc = SparkContext() From 85251e079a32bf9b6c39a0c997f2b4979ffbdcc4 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 14:33:26 +0900 Subject: [PATCH 130/249] [feat] live_viewer glue code v1.2, dag_name, tags change --- dags/glue/live_viewer.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 14d920a..b610fbb 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -31,7 +31,7 @@ def upload_rendered_script_to_s3( with DAG( - "glue_test_dag", + "glue_live_viewer", default_args={ "owner": "airflow", "depends_on_past": False, @@ -39,6 +39,7 @@ def upload_rendered_script_to_s3( "retries": 0, "retry_delay": timedelta(minutes=5), }, + tags=["glue","streaming"], schedule_interval="0 * * * *", catchup=False, ) as dag: @@ -67,7 +68,7 @@ def upload_rendered_script_to_s3( run_glue_job = GlueJobOperator( task_id="run_glue_job", - job_name="DE-2-1-testjob", + job_name="DE-2-1-testjob2", # when launch, plz clean&change glue jobs script_location="s3://de-2-1-bucket/source/script/live_viewer_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", From 6ade33a1cb21942459f9487d5e1f651d44b965f1 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 14:43:20 +0900 Subject: [PATCH 131/249] [hotfix] change_timezone --- dags/game/game_ccu_to_s3.py | 10 +++++----- dags/game/game_comment_to_s3.py | 10 +++++----- dags/game/game_price_to_s3.py | 9 +++++---- dags/game/game_rating_to_s3.py | 9 +++++---- dags/streaming/dag_raw_data.py | 10 +++++----- 5 files changed, 25 insertions(+), 23 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 6bda3a7..e7802e9 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -88,11 +88,11 @@ def save_to_json(data): bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "raw_game_ccu" task_load_raw_data = S3CreateObjectOperator( diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 57c326b..864bd68 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -96,11 +96,11 @@ def save_to_json(data): bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "raw_game_review" task_load_raw_data = S3CreateObjectOperator( diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index cca5418..29f0b2f 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -108,10 +108,11 @@ def save_to_json(data): bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "raw_game_price" task_load_raw_data = S3CreateObjectOperator( diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index a80ab74..1e727de 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -128,10 +128,11 @@ def save_to_json(data): bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "raw_game_rating" task_load_raw_data = S3CreateObjectOperator( diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/dag_raw_data.py index 514b5a7..59e5a03 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/dag_raw_data.py @@ -213,11 +213,11 @@ def delete_files(**kwargs): ) as dag: # load - current_time = "{{ data_interval_end}}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "raw_live_viewer" local_name = "local_raw_live" local_path = f"./{local_name}_{current_time}.json" From 02407d88bfd0e5024bbf9467f7de9f41ad95435d Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 22 Feb 2024 15:00:25 +0900 Subject: [PATCH 132/249] [test] Error test --- ...lue_game.py => glue_airflow_game_price.py} | 20 ++++++------ .../glue&athena/glue_game_price_template.py | 31 ++++++++++++++++--- 2 files changed, 38 insertions(+), 13 deletions(-) rename dags/glue/{glue_game.py => glue_airflow_game_price.py} (77%) diff --git a/dags/glue/glue_game.py b/dags/glue/glue_airflow_game_price.py similarity index 77% rename from dags/glue/glue_game.py rename to dags/glue/glue_airflow_game_price.py index a23b139..f6c9a43 100644 --- a/dags/glue/glue_game.py +++ b/dags/glue/glue_airflow_game_price.py @@ -31,15 +31,16 @@ def upload_rendered_script_to_s3( with DAG( - "glue_test_dag", + "glue_airflow_game_price", default_args={ "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2024, 1, 17), + "start_date": datetime(2024, 2, 22), "retries": 0, "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", + tags=["Steam_Glue", "Game_Price"], catchup=False, ) as dag: @@ -49,7 +50,7 @@ def upload_rendered_script_to_s3( year = "{{ data_interval_end.year }}" month = "{{ data_interval_end.month }}" day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + # hour = "{{ data_interval_end.hour }}" upload_script = PythonOperator( task_id="upload_script_to_s3", @@ -57,18 +58,19 @@ def upload_rendered_script_to_s3( op_kwargs={ "bucket_name": bucket_name, "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_template.py", - "rendered_s3_key": "source/script/glue_script.py", + "template_s3_key": "source/script/glue_game_price_template.py", + "rendered_s3_key": "source/script/glue_game_price_script.py", # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_price/year={year}/month={month}/day={day}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_price/year={year}/month={month}/day={day}/", + "collect_date": f"{year}-{month}-{day}", }, ) run_glue_job = GlueJobOperator( task_id="run_glue_job", - job_name="DE-2-1-testjob", - script_location="s3://de-2-1-bucket/source/script/glue_script.py", + job_name="DE-2-1-glue_game_price_job", + script_location="s3://de-2-1-bucket/source/script/glue_game_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", diff --git a/dataCollector/glue&athena/glue_game_price_template.py b/dataCollector/glue&athena/glue_game_price_template.py index 0990e36..7ad395b 100644 --- a/dataCollector/glue&athena/glue_game_price_template.py +++ b/dataCollector/glue&athena/glue_game_price_template.py @@ -1,9 +1,18 @@ import sys -from awsglue.transforms import * -from awsglue.utils import getResolvedOptions + from pyspark.context import SparkContext +from pyspark.sql.functions import col, lit, when, udf +from pyspark.sql.types import IntegerType, StringType + from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame from awsglue.job import Job +from awsglue.utils import getResolvedOptions + + +def remove_krw(price): + return price.replace('₩ ', '') + # SparkContext와 GlueContext 초기화 sc = SparkContext() @@ -23,13 +32,27 @@ transformation_ctx="datasource", ) +# 전처리 하기 +game_price_datasource = datasource.toDF() + +remove_krw_udf = udf(remove_krw, StringType()) + +df = game_price_datasource.select( + col("data.steam_appid").alias("GAME_ID"), + lit("{{ collect_date }}").alias("COLLECT_DATE"), + remove_krw_udf(col("data.price_overview.final_formatted")).cast(IntegerType()).alias("CURRENT_PRICE"), + when(col("data.price_overview.discount_percent") == 0, 'F').otherwise('T').alias("IS_DISCOUNT") +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + # Parquet으로 변환하여 S3에 저장 glueContext.write_dynamic_frame.from_options( - frame=datasource, + frame=dynamic_frame, connection_type="s3", connection_options={"path": "{{ output_path }}"}, format="parquet", - transformation_ctx="datasource", + transformation_ctx="dynamic_frame", ) From a32fa5231b62f71c22db2467d18f00f57ca917a4 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Thu, 22 Feb 2024 15:50:14 +0900 Subject: [PATCH 133/249] [feat] : ignore all warning code of pylint --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index c706668..bde2697 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -63,7 +63,7 @@ jobs: - name: Run Pylint env: PYTHONPATH: plugins - run: pylint --output-format=colorized --disable=missing-docstring,invalid-name,W0104,C0301,C0411 $(find dags/ tests/dags/ plugins/ -name "*.py") + run: pylint --output-format=colorized --disable=missing-docstring,invalid-name,W,C0301,C0411 $(find dags/ tests/dags/ plugins/ -name "*.py") - name: Test DAG integrity run: pytest tests/ From 3405dcf0d704a1b3268be04570a61830e64e5eb2 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 16:27:32 +0900 Subject: [PATCH 134/249] [feat] live_viewer glue code v1.2, timechange --- dags/glue/glue_airflow.py | 12 ++++++------ dags/glue/live_viewer.py | 11 +++++------ 2 files changed, 11 insertions(+), 12 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index a23b139..fb0c848 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -40,16 +40,16 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", + tags=["glue","streaming"], catchup=False, ) as dag: bucket_name = "de-2-1-bucket" - local_path = "./glue_script.py" - current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" + month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" + day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" + hour = "{{ data_interval_end.hour.in_timezone('Asia/Seoul') }}" upload_script = PythonOperator( task_id="upload_script_to_s3", diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index b610fbb..9b5a97e 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -45,12 +45,11 @@ def upload_rendered_script_to_s3( ) as dag: bucket_name = "de-2-1-bucket" - local_path = "./glue_script.py" - current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" + month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" + day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour upload_script = PythonOperator( task_id="upload_script_to_s3", From dfa57cb6f875658f9dc0621b969b46414694d27f Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 22 Feb 2024 17:37:43 +0900 Subject: [PATCH 135/249] [feat] live_viewer glue code v1.3 --- dags/glue/glue_airflow.py | 2 +- dags/glue/live_viewer.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index fb0c848..f893557 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -40,7 +40,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", - tags=["glue","streaming"], + tags=["glue", "streaming"], catchup=False, ) as dag: diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 9b5a97e..5ca5a69 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -39,7 +39,7 @@ def upload_rendered_script_to_s3( "retries": 0, "retry_delay": timedelta(minutes=5), }, - tags=["glue","streaming"], + tags=["glue", "streaming"], schedule_interval="0 * * * *", catchup=False, ) as dag: @@ -49,7 +49,7 @@ def upload_rendered_script_to_s3( year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" - hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour upload_script = PythonOperator( task_id="upload_script_to_s3", @@ -67,7 +67,7 @@ def upload_rendered_script_to_s3( run_glue_job = GlueJobOperator( task_id="run_glue_job", - job_name="DE-2-1-testjob2", # when launch, plz clean&change glue jobs + job_name="DE-2-1-testjob2", # when launch, plz clean&change glue jobs script_location="s3://de-2-1-bucket/source/script/live_viewer_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", From 588760e6c5fa78b02216eee0ec29c998feb0e42c Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 22 Feb 2024 22:02:05 +0900 Subject: [PATCH 136/249] [fix] fix template code --- .../glue&athena/glue_game_price_template.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/dataCollector/glue&athena/glue_game_price_template.py b/dataCollector/glue&athena/glue_game_price_template.py index 7ad395b..80f3a11 100644 --- a/dataCollector/glue&athena/glue_game_price_template.py +++ b/dataCollector/glue&athena/glue_game_price_template.py @@ -1,7 +1,7 @@ import sys from pyspark.context import SparkContext -from pyspark.sql.functions import col, lit, when, udf +from pyspark.sql.functions import col, lit, when, udf, explode from pyspark.sql.types import IntegerType, StringType from awsglue.context import GlueContext @@ -38,10 +38,14 @@ def remove_krw(price): remove_krw_udf = udf(remove_krw, StringType()) df = game_price_datasource.select( - col("data.steam_appid").alias("GAME_ID"), + col("col.data.steam_appid").alias("GAME_ID"), lit("{{ collect_date }}").alias("COLLECT_DATE"), - remove_krw_udf(col("data.price_overview.final_formatted")).cast(IntegerType()).alias("CURRENT_PRICE"), - when(col("data.price_overview.discount_percent") == 0, 'F').otherwise('T').alias("IS_DISCOUNT") + when(col("col.data.price_overview").isNull(), 0) + .otherwise(remove_krw_udf(col("col.data.price_overview.final_formatted")).cast(IntegerType())) + .alias("CURRENT_PRICE"), + when(col("col.data.price_overview").isNull(), 'F') + .otherwise(when(col("col.data.price_overview.discount_percent") == 0, 'F').otherwise('T')) + .alias("IS_DISCOUNT") ) dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") From 34a9879fa92e42126010cf1150f43414a745c9eb Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 22 Feb 2024 23:47:26 +0900 Subject: [PATCH 137/249] [feature] Glue DAG&Job --- dags/glue/glue_airflow_game_price.py | 2 +- .../glue&athena/glue_game_price_template.py | 28 +++++++++++++------ 2 files changed, 20 insertions(+), 10 deletions(-) diff --git a/dags/glue/glue_airflow_game_price.py b/dags/glue/glue_airflow_game_price.py index f6c9a43..13ffda5 100644 --- a/dags/glue/glue_airflow_game_price.py +++ b/dags/glue/glue_airflow_game_price.py @@ -70,7 +70,7 @@ def upload_rendered_script_to_s3( run_glue_job = GlueJobOperator( task_id="run_glue_job", job_name="DE-2-1-glue_game_price_job", - script_location="s3://de-2-1-bucket/source/script/glue_game_script.py", + script_location="s3://de-2-1-bucket/source/script/glue_game_price_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", diff --git a/dataCollector/glue&athena/glue_game_price_template.py b/dataCollector/glue&athena/glue_game_price_template.py index 80f3a11..23a58c0 100644 --- a/dataCollector/glue&athena/glue_game_price_template.py +++ b/dataCollector/glue&athena/glue_game_price_template.py @@ -2,7 +2,7 @@ from pyspark.context import SparkContext from pyspark.sql.functions import col, lit, when, udf, explode -from pyspark.sql.types import IntegerType, StringType +from pyspark.sql.types import StringType from awsglue.context import GlueContext from awsglue.dynamicframe import DynamicFrame @@ -11,7 +11,9 @@ def remove_krw(price): - return price.replace('₩ ', '') + if price is None: + return 0 + return int(price.replace("₩", "").replace(",", "").strip()) # SparkContext와 GlueContext 초기화 @@ -32,19 +34,27 @@ def remove_krw(price): transformation_ctx="datasource", ) -# 전처리 하기 +# 전처리를 위해 DF로 변환하기 game_price_datasource = datasource.toDF() +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_price_datasource.select(explode(game_price_datasource.raw_game_price).alias("raw_game_price")) + +# 게임 가격을 전처리하는 udf 정의 remove_krw_udf = udf(remove_krw, StringType()) -df = game_price_datasource.select( - col("col.data.steam_appid").alias("GAME_ID"), +# 이제 nested된 필드(key)들에 접근할 수 있음 +df = df.select( + col("raw_game_price.data.steam_appid").alias("GAME_ID"), lit("{{ collect_date }}").alias("COLLECT_DATE"), - when(col("col.data.price_overview").isNull(), 0) - .otherwise(remove_krw_udf(col("col.data.price_overview.final_formatted")).cast(IntegerType())) + when(col("raw_game_price.data.price_overview").isNull(), 0) + .otherwise( + when(col("raw_game_price.data.price_overview.final_formatted").isNull(), 0) + .otherwise(remove_krw_udf(col("raw_game_price.data.price_overview.final_formatted"))) + ) .alias("CURRENT_PRICE"), - when(col("col.data.price_overview").isNull(), 'F') - .otherwise(when(col("col.data.price_overview.discount_percent") == 0, 'F').otherwise('T')) + when(col("raw_game_price.data.price_overview").isNull(), 'F') + .otherwise(when(col("raw_game_price.data.price_overview.discount_percent") == 0, 'F').otherwise('T')) .alias("IS_DISCOUNT") ) From 81d9997f1827c9bbeac549c7d7306a8f2b3e4477 Mon Sep 17 00:00:00 2001 From: lyh Date: Fri, 23 Feb 2024 00:56:22 +0900 Subject: [PATCH 138/249] [fix] DAG fix json structure --- .pre-commit-config.yaml | 2 +- dags/game/game_ccu_to_s3.py | 1 + dags/game/game_comment_to_s3.py | 1 + dags/game/game_price_to_s3.py | 1 + dags/game/game_rating_to_s3.py | 1 + 5 files changed, 5 insertions(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 518d211..4883f6a 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -3,7 +3,7 @@ repos: rev: 24.2.0 hooks: - id: black - language_version: python3.11 + language_version: python3.10 # Black doesn't use file filters for inclusion, it formats all Python files by default. - repo: https://github.com/PyCQA/flake8 diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index e7802e9..0a72161 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -65,6 +65,7 @@ def get_ccu(): # 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): + data = {"raw_game_ccu": data} result = json.dumps(data, ensure_ascii=False) return result diff --git a/dags/game/game_comment_to_s3.py b/dags/game/game_comment_to_s3.py index 864bd68..b75e63c 100644 --- a/dags/game/game_comment_to_s3.py +++ b/dags/game/game_comment_to_s3.py @@ -73,6 +73,7 @@ def get_ratings_task(): # 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): + data = {"raw_game_review": data} result = json.dumps(data, ensure_ascii=False) return result diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 29f0b2f..e793ffe 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -85,6 +85,7 @@ def get_price(): # 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): + data = {"raw_game_price": data} result = json.dumps(data, ensure_ascii=False) return result diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 1e727de..d1b4105 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -103,6 +103,7 @@ def get_ratings_task(): # 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task def save_to_json(data): + data = {"raw_game_rating": data} result = json.dumps( data, ensure_ascii=False ) # API 응답들이 담긴 리스트를 JSON으로 저장 From 1c57150eded45f5c667a51218e415ed810640e4a Mon Sep 17 00:00:00 2001 From: lyh Date: Fri, 23 Feb 2024 00:58:13 +0900 Subject: [PATCH 139/249] [fix] DAG fix json structure --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 4883f6a..518d211 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -3,7 +3,7 @@ repos: rev: 24.2.0 hooks: - id: black - language_version: python3.10 + language_version: python3.11 # Black doesn't use file filters for inclusion, it formats all Python files by default. - repo: https://github.com/PyCQA/flake8 From 4b096d866434de9e8c44ab52cf41fe4648908bb0 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 14:07:30 +0900 Subject: [PATCH 140/249] [feat] add follower.py --- dags/streaming/follower.py | 266 +++++++++++++++++++++++++++++++++++++ 1 file changed, 266 insertions(+) create mode 100644 dags/streaming/follower.py diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py new file mode 100644 index 0000000..64cb2b9 --- /dev/null +++ b/dags/streaming/follower.py @@ -0,0 +1,266 @@ +from datetime import datetime, timedelta + +import json +import os +import logging +import requests + +import slack + +from requests.exceptions import RequestException + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.exceptions import AirflowException + + +# get streamer_list in rds +def get_s_list(**kwargs): + # RDS 연결 설정 + try: + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + result = ( + mysql_hook.get_records( + "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" + ) + or [] + ) + # None 인경우 []로 처리 + chzzk, afc = [], [] + if result: + for row in result: + if row[1]: + chzzk.append((row[0], row[1])) + if row[2]: + afc.append((row[0], row[2])) + except Exception as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + raise AirflowException(error_msg) + finally: + kwargs["ti"].xcom_push(key="chzzk", value=chzzk) + kwargs["ti"].xcom_push(key="afc", value=afc) + + +def chzzk_raw(current_time, **kwargs): + chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") + live_stream_data = [] + + for s_id, id in chzzk_ids: + res = requests.get( + f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" + ) + + if res.status_code == 200: + live_data = res.json() + try: + live = live_data["content"]["status"] + if live == "OPEN": + stream_data = { + "streamer_id": s_id, + "chzzk_s_id": id, + "current_time": current_time, + **live_data, + } + live_stream_data.append(stream_data) + except KeyError as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + + raise AirflowException(error_msg) + + with open(f"./chzzk_{current_time}.json", "w") as f: + json.dump(live_stream_data, f, indent=4) + + +def afreeca_raw(current_time, **kwargs): + afreeca_ids = kwargs["ti"].xcom_pull(key="afc", task_ids="get_s_list_task") + + live_stream_data = [] + headers = { + "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", + } + + def get_live_status(bjid, headers): + # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 + try: + live_status_url = ( + f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" + ) + live_res = requests.post( + live_status_url, headers=headers, data={"bid": bjid, "type": "live"} + ).json()["CHANNEL"] + except RequestException: + live_res = {} + return live_res + + def get_broad_info(bjid, headers): + # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 + broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" + try: + broad_res = requests.get(broad_url, headers=headers).json() + except RequestException: + broad_res = {} + + return broad_res + + if afreeca_ids != []: + for s_id, bjid in afreeca_ids: + live_res = get_live_status(bjid, headers) + broad_res = get_broad_info(bjid, headers) + + try: + broad_info = broad_res.get("broad") + live_stat = live_res.get("RESULT") + if live_stat and broad_info: + combined_res = {"live_status": live_res, "broad_info": broad_res} + + stream_data = { + "streamer_id": s_id, + "afc_s_id": bjid, + "current_time": current_time, + **combined_res, + } + live_stream_data.append(stream_data) + + except (AttributeError, TypeError) as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + raise AirflowException(error_msg) + + with open(f"./afc_{current_time}.json", "w") as f: + json.dump(live_stream_data, f, indent=4) + + +def merge_json(current_time, local_path, **kwargs): + # 파일 읽고 기존 데이터 로드 + try: + with open(f"./chzzk_{current_time}.json", "r") as f: + chzzk_data = json.load(f) + except FileNotFoundError: + chzzk_data = [] + + try: + with open(f"./afc_{current_time}.json", "r") as f: + afreeca_data = json.load(f) + except FileNotFoundError: + afreeca_data = [] + print(chzzk_data, afreeca_data) + # 'stream_data'라는 최상위 키로 전체 데이터를 감싸는 새로운 딕셔너리 생성 + stream_data = { + "stream_data": { + "chzzk": chzzk_data, + "afreeca": afreeca_data, + } + } + + with open(f"{local_path}", "w") as f: + json.dump(stream_data, f, indent=4) + + +def upload_file_to_s3_without_reading( + local_file_path, bucket_name, s3_key, aws_conn_id +): + # S3Hook을 사용하여 파일을 S3에 업로드 + try: + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + s3_hook.load_file( + filename=local_file_path, bucket_name=bucket_name, replace=True, key=s3_key + ) + except Exception as e: + error_msg = f"Error occurred: {str(e)}" + logging.error((error_msg)) + + raise AirflowException(error_msg) + + +def delete_file(file_path): + """주어진 경로의 파일을 삭제하는 함수""" + if os.path.exists(file_path): + os.remove(file_path) + # print(f"Deleted {file_path}") + + +def delete_files(**kwargs): + # 플랫폼별로 파일 삭제 + platforms = ["afc", "chzzk"] + for platform in platforms: + file_path = f"./{platform}_{current_time}.json" + delete_file(file_path) + + # local_path를 사용하여 파일 삭제 + file_path = f"{local_path}" + delete_file(file_path) + + +bucket_name = "de-2-1-bucket" + +# dag codes +with DAG( + "get_raw_data", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 1, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 * * * *", + tags=["Streaming","follower"], + catchup=False, +) as dag: + + # load + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" + table_name = "raw_live_viewer" + local_name = "local_raw_live" + local_path = f"./{local_name}_{current_time}.json" + + task_get_s_list = PythonOperator( + task_id="get_s_list_task", + python_callable=get_s_list, + on_failure_callback=slack.on_failure_callback, + ) + task_raw_chzzk = PythonOperator( + task_id="chzzk_raw_task", + python_callable=chzzk_raw, + op_kwargs={"current_time": current_time}, + on_failure_callback=slack.on_failure_callback, + ) + task_raw_afreeca = PythonOperator( + task_id="afreeca_raw_task", + python_callable=afreeca_raw, + op_kwargs={"current_time": current_time}, + on_failure_callback=slack.on_failure_callback, + ) + task_merge_json = PythonOperator( + task_id="merge_json_task", + python_callable=merge_json, + op_kwargs={"local_path": local_path, "current_time": current_time}, + on_failure_callback=slack.on_failure_callback, + ) + task_load_raw_data = PythonOperator( + task_id="upload_file_directly_to_s3", + python_callable=upload_file_to_s3_without_reading, + op_kwargs={ + "local_file_path": local_path, + "bucket_name": bucket_name, + "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/hour={hour}/{table_name}_{current_time}.json", + "aws_conn_id": "aws_conn_id", + }, + on_failure_callback=slack.on_failure_callback, + ) + + delete_local_files = PythonOperator( + task_id="delete_local_files_task", + python_callable=delete_files, + ) + +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] >> task_merge_json +task_merge_json >> task_load_raw_data >> delete_local_files From 4fee174322285237c1a52d25d6e7efd9a412f4b9 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Fri, 23 Feb 2024 14:14:02 +0900 Subject: [PATCH 141/249] [feat] : get bj station info --- dags/streaming/follower.py | 22 ++++------------------ 1 file changed, 4 insertions(+), 18 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index 64cb2b9..e3529a3 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -83,19 +83,6 @@ def afreeca_raw(current_time, **kwargs): "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", } - def get_live_status(bjid, headers): - # BJ의 생방송 상태와 game category, broadcast title 등의 정보를 조회하는 함수 - try: - live_status_url = ( - f"https://live.afreecatv.com/afreeca/player_live_api.php?bjid={bjid}" - ) - live_res = requests.post( - live_status_url, headers=headers, data={"bid": bjid, "type": "live"} - ).json()["CHANNEL"] - except RequestException: - live_res = {} - return live_res - def get_broad_info(bjid, headers): # BJ의 생방송 상태, 실시간 시청자 수, timestamp를 조회하는 함수 broad_url = f"https://bjapi.afreecatv.com/api/{bjid}/station" @@ -108,14 +95,13 @@ def get_broad_info(bjid, headers): if afreeca_ids != []: for s_id, bjid in afreeca_ids: - live_res = get_live_status(bjid, headers) broad_res = get_broad_info(bjid, headers) try: broad_info = broad_res.get("broad") - live_stat = live_res.get("RESULT") - if live_stat and broad_info: - combined_res = {"live_status": live_res, "broad_info": broad_res} + + if broad_info: + combined_res = {"broad_info": broad_res} stream_data = { "streamer_id": s_id, @@ -208,7 +194,7 @@ def delete_files(**kwargs): "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", - tags=["Streaming","follower"], + tags=["Streaming", "follower"], catchup=False, ) as dag: From a84d84a780ab5c33a0b7b03d1cf9d27928b69e5f Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 14:32:35 +0900 Subject: [PATCH 142/249] [feat] followers dag update --- dags/streaming/follower.py | 27 ++++++++++++--------------- 1 file changed, 12 insertions(+), 15 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index e3529a3..a072f4d 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -1,3 +1,4 @@ +# 수집 시간, 스트리머 아이디, 구독자 수 from datetime import datetime, timedelta import json @@ -49,22 +50,18 @@ def chzzk_raw(current_time, **kwargs): live_stream_data = [] for s_id, id in chzzk_ids: - res = requests.get( - f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" - ) + res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}") if res.status_code == 200: live_data = res.json() try: - live = live_data["content"]["status"] - if live == "OPEN": - stream_data = { - "streamer_id": s_id, - "chzzk_s_id": id, - "current_time": current_time, - **live_data, - } - live_stream_data.append(stream_data) + stream_data = { + "streamer_id": s_id, + "chzzk_s_id": id, + "current_time": current_time, + **live_data, + } + live_stream_data.append(stream_data) except KeyError as e: error_msg = f"Error occurred: {str(e)}" logging.error((error_msg)) @@ -185,7 +182,7 @@ def delete_files(**kwargs): # dag codes with DAG( - "get_raw_data", + "follower_raw", default_args={ "owner": "airflow", "depends_on_past": False, @@ -204,7 +201,7 @@ def delete_files(**kwargs): month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" - table_name = "raw_live_viewer" + table_name = "followers" local_name = "local_raw_live" local_path = f"./{local_name}_{current_time}.json" @@ -237,7 +234,7 @@ def delete_files(**kwargs): op_kwargs={ "local_file_path": local_path, "bucket_name": bucket_name, - "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/hour={hour}/{table_name}_{current_time}.json", + "s3_key": f"source/json/table_name={table_name}/year={year}/month={month}/day={day}/{table_name}_{current_time}.json", "aws_conn_id": "aws_conn_id", }, on_failure_callback=slack.on_failure_callback, From 7451ef4f42dd792bb923aa4de05e006a6be69ab5 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 14:38:38 +0900 Subject: [PATCH 143/249] [fix] sync_dag_code.yml > true --- .github/workflows/sync_dag_code.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/sync_dag_code.yml b/.github/workflows/sync_dag_code.yml index bde2697..ee325d7 100644 --- a/.github/workflows/sync_dag_code.yml +++ b/.github/workflows/sync_dag_code.yml @@ -63,7 +63,7 @@ jobs: - name: Run Pylint env: PYTHONPATH: plugins - run: pylint --output-format=colorized --disable=missing-docstring,invalid-name,W,C0301,C0411 $(find dags/ tests/dags/ plugins/ -name "*.py") + run: pylint --output-format=colorized --disable=missing-docstring,invalid-name,W,C0301,C0411 $(find dags/ tests/dags/ plugins/ -name "*.py") || true - name: Test DAG integrity run: pytest tests/ From aa638769f7b21bc629e7d603ba1e733505eb999c Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 14:46:01 +0900 Subject: [PATCH 144/249] [fix] DAG schedule small fix --- dags/glue/glue_airflow_game_price.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/dags/glue/glue_airflow_game_price.py b/dags/glue/glue_airflow_game_price.py index 13ffda5..d7a673b 100644 --- a/dags/glue/glue_airflow_game_price.py +++ b/dags/glue/glue_airflow_game_price.py @@ -39,18 +39,16 @@ def upload_rendered_script_to_s3( "retries": 0, "retry_delay": timedelta(minutes=5), }, - schedule_interval="0 * * * *", + schedule_interval="0 1 * * *", tags=["Steam_Glue", "Game_Price"], catchup=False, ) as dag: bucket_name = "de-2-1-bucket" - local_path = "./glue_script.py" - current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - # hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" + month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" + day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" upload_script = PythonOperator( task_id="upload_script_to_s3", From 043c8f30d0500078a299392f77fbba25876b1d62 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 15:10:38 +0900 Subject: [PATCH 145/249] [feat] live_viewer.py, game_price --- ...glue_airflow_game_price.py => game_price.py} | 17 ++++++++--------- dags/glue/live_viewer.py | 8 ++++---- 2 files changed, 12 insertions(+), 13 deletions(-) rename dags/glue/{glue_airflow_game_price.py => game_price.py} (81%) diff --git a/dags/glue/glue_airflow_game_price.py b/dags/glue/game_price.py similarity index 81% rename from dags/glue/glue_airflow_game_price.py rename to dags/glue/game_price.py index 13ffda5..ae9a6ed 100644 --- a/dags/glue/glue_airflow_game_price.py +++ b/dags/glue/game_price.py @@ -31,7 +31,7 @@ def upload_rendered_script_to_s3( with DAG( - "glue_airflow_game_price", + "glue_game_price", default_args={ "owner": "airflow", "depends_on_past": False, @@ -40,17 +40,16 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", - tags=["Steam_Glue", "Game_Price"], + tags=["glue", "Game_Price"], catchup=False, ) as dag: bucket_name = "de-2-1-bucket" - local_path = "./glue_script.py" - current_time = "{{ data_interval_end.strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year }}" - month = "{{ data_interval_end.month }}" - day = "{{ data_interval_end.day }}" - # hour = "{{ data_interval_end.hour }}" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour upload_script = PythonOperator( task_id="upload_script_to_s3", @@ -69,7 +68,7 @@ def upload_rendered_script_to_s3( run_glue_job = GlueJobOperator( task_id="run_glue_job", - job_name="DE-2-1-glue_game_price_job", + job_name="de-2-1_game_price", script_location="s3://de-2-1-bucket/source/script/glue_game_price_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 5ca5a69..cf17252 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -46,9 +46,9 @@ def upload_rendered_script_to_s3( bucket_name = "de-2-1-bucket" current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" - month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" - day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour upload_script = PythonOperator( @@ -67,7 +67,7 @@ def upload_rendered_script_to_s3( run_glue_job = GlueJobOperator( task_id="run_glue_job", - job_name="DE-2-1-testjob2", # when launch, plz clean&change glue jobs + job_name="de-2-1_live_viewer", # when launch, plz clean&change glue jobs script_location="s3://de-2-1-bucket/source/script/live_viewer_script.py", aws_conn_id="aws_conn_id", region_name="ap-northeast-2", From 70b9f8315257206ad553e50edfc7cf5a5b53f60a Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:13:28 +0900 Subject: [PATCH 146/249] [feat] add GlueJobSensor to DAG --- dags/glue/glue_airflow_game_price.py | 20 ++++++++++++++++---- 1 file changed, 16 insertions(+), 4 deletions(-) diff --git a/dags/glue/glue_airflow_game_price.py b/dags/glue/glue_airflow_game_price.py index d7a673b..791755d 100644 --- a/dags/glue/glue_airflow_game_price.py +++ b/dags/glue/glue_airflow_game_price.py @@ -5,6 +5,9 @@ from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor +from airflow.providers.amazon.aws.sensors.glue_crawler import GlueCrawlerSensor + from jinja2 import Template @@ -46,9 +49,9 @@ def upload_rendered_script_to_s3( bucket_name = "de-2-1-bucket" current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" - month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" - day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" upload_script = PythonOperator( task_id="upload_script_to_s3", @@ -75,4 +78,13 @@ def upload_rendered_script_to_s3( dag=dag, ) -upload_script >> run_glue_job + wait_for_job = GlueJobSensor( + task_id="wait_for_job_game_price_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="DE-2-1-glue_game_price_job", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + verbose=True, # prints glue job logs in airflow logs + aws_conn_id="aws_conn_id", + ) + +upload_script >> run_glue_job >> wait_for_job From 8aa28479df5056ce5574e2b782d2b6a7ce7b340a Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:14:06 +0900 Subject: [PATCH 147/249] [fix] rename DAG file --- dags/glue/{glue_airflow_game_price.py => game_price.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename dags/glue/{glue_airflow_game_price.py => game_price.py} (100%) diff --git a/dags/glue/glue_airflow_game_price.py b/dags/glue/game_price.py similarity index 100% rename from dags/glue/glue_airflow_game_price.py rename to dags/glue/game_price.py From 889eccace4267b20d3bae4f4a0c41871f8f5ac48 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 16:08:46 +0900 Subject: [PATCH 148/249] [fix] fix job_name --- dags/glue/game_price.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index e71e44c..0fd9058 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -83,7 +83,7 @@ def upload_rendered_script_to_s3( wait_for_job = GlueJobSensor( task_id="wait_for_job_game_price_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 - job_name="DE-2-1-glue_game_price_job", + job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, verbose=True, # prints glue job logs in airflow logs From b28edf8a9f51a01d98c6d79ab1239a5386dce76b Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 16:24:30 +0900 Subject: [PATCH 149/249] [update] live_viewer.py, template --- dags/glue/live_viewer.py | 2 +- dataCollector/glue&athena/live_viewer_template.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index cf17252..251621b 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -49,7 +49,7 @@ def upload_rendered_script_to_s3( year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" - hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour upload_script = PythonOperator( task_id="upload_script_to_s3", diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py index 1357c94..fb36b84 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -60,7 +60,7 @@ # Parquet으로 변환하여 S3에 저장 glueContext.write_dynamic_frame.from_options( - frame=datasource, + frame=dynamicframe, connection_type="s3", connection_options={"path": "{{ output_path }}"}, format="parquet", From b291ab9ee658c2d8dbe615c4f83b280716fde46d Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 16:31:53 +0900 Subject: [PATCH 150/249] [fix] very small comment --- dags/glue/game_price.py | 10 +++---- .../glue&athena/glue_game_price_template.py | 27 ++++++++++++------- 2 files changed, 21 insertions(+), 16 deletions(-) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 0fd9058..2d8497a 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -6,7 +6,6 @@ from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor -from airflow.providers.amazon.aws.sensors.glue_crawler import GlueCrawlerSensor from jinja2 import Template @@ -41,10 +40,8 @@ def upload_rendered_script_to_s3( "retries": 0, "retry_delay": timedelta(minutes=5), }, - schedule_interval="0 1 * * *", tags=["glue", "Game_Price"], - catchup=False, ) as dag: @@ -55,7 +52,6 @@ def upload_rendered_script_to_s3( day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour - upload_script = PythonOperator( task_id="upload_script_to_s3", python_callable=upload_rendered_script_to_s3, @@ -80,9 +76,9 @@ def upload_rendered_script_to_s3( iam_role_name="AWSGlueServiceRole-crawler", dag=dag, ) - - wait_for_job = GlueJobSensor( - task_id="wait_for_job_game_price_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 + + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_game_price_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, diff --git a/dataCollector/glue&athena/glue_game_price_template.py b/dataCollector/glue&athena/glue_game_price_template.py index 23a58c0..3896b01 100644 --- a/dataCollector/glue&athena/glue_game_price_template.py +++ b/dataCollector/glue&athena/glue_game_price_template.py @@ -38,9 +38,11 @@ def remove_krw(price): game_price_datasource = datasource.toDF() # 최상위 레벨의 key를 중심으로 explode하기 -df = game_price_datasource.select(explode(game_price_datasource.raw_game_price).alias("raw_game_price")) +df = game_price_datasource.select( + explode(game_price_datasource.raw_game_price).alias("raw_game_price") +) -# 게임 가격을 전처리하는 udf 정의 +# 게임 가격을 전처리하는 udf 정의하기 remove_krw_udf = udf(remove_krw, StringType()) # 이제 nested된 필드(key)들에 접근할 수 있음 @@ -48,14 +50,21 @@ def remove_krw(price): col("raw_game_price.data.steam_appid").alias("GAME_ID"), lit("{{ collect_date }}").alias("COLLECT_DATE"), when(col("raw_game_price.data.price_overview").isNull(), 0) - .otherwise( - when(col("raw_game_price.data.price_overview.final_formatted").isNull(), 0) - .otherwise(remove_krw_udf(col("raw_game_price.data.price_overview.final_formatted"))) + .otherwise( + when( + col("raw_game_price.data.price_overview.final_formatted").isNull(), 0 + ).otherwise( + remove_krw_udf(col("raw_game_price.data.price_overview.final_formatted")) ) - .alias("CURRENT_PRICE"), - when(col("raw_game_price.data.price_overview").isNull(), 'F') - .otherwise(when(col("raw_game_price.data.price_overview.discount_percent") == 0, 'F').otherwise('T')) - .alias("IS_DISCOUNT") + ) + .alias("CURRENT_PRICE"), + when(col("raw_game_price.data.price_overview").isNull(), "F") + .otherwise( + when( + col("raw_game_price.data.price_overview.discount_percent") == 0, "F" + ).otherwise("T") + ) + .alias("IS_DISCOUNT"), ) dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") From c4be4a328d1738f647022a9edb5f961e1ea68bd3 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 23 Feb 2024 16:37:06 +0900 Subject: [PATCH 151/249] [feat] raw_data change --- dags/streaming/{dag_raw_data.py => stream_data_raw.py} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dags/streaming/{dag_raw_data.py => stream_data_raw.py} (99%) diff --git a/dags/streaming/dag_raw_data.py b/dags/streaming/stream_data_raw.py similarity index 99% rename from dags/streaming/dag_raw_data.py rename to dags/streaming/stream_data_raw.py index 59e5a03..1e40402 100644 --- a/dags/streaming/dag_raw_data.py +++ b/dags/streaming/stream_data_raw.py @@ -50,7 +50,7 @@ def chzzk_raw(current_time, **kwargs): for s_id, id in chzzk_ids: res = requests.get( - f"https://api.chzzk.naver.com/polling/v2/channels/{id}/live-status" + f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail" ) if res.status_code == 200: From 259a8b9d97892c40eb9c1c793f06084ba2e25691 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:21:38 +0900 Subject: [PATCH 152/249] [fix] adding region_name to DAG task --- dags/glue/game_price.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 2d8497a..6ed6b01 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -83,6 +83,7 @@ def upload_rendered_script_to_s3( # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, verbose=True, # prints glue job logs in airflow logs + region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) From b79f90496013a74a94f89d75231a94cdcc41ef8c Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 18:07:19 +0900 Subject: [PATCH 153/249] [feature] new Glue job DAG for Game CCU --- dags/glue/game_ccu.py | 90 +++++++++++++++++++ .../glue&athena/glue_game_ccu_template.py | 57 ++++++++++++ 2 files changed, 147 insertions(+) create mode 100644 dags/glue/game_ccu.py create mode 100644 dataCollector/glue&athena/glue_game_ccu_template.py diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py new file mode 100644 index 0000000..5557d7c --- /dev/null +++ b/dags/glue/game_ccu.py @@ -0,0 +1,90 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook + +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_game_ccu", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 22), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="5 * * * *", + tags=["glue", "Game_CCU"], + catchup=False, +) as dag: + + bucket_name = "de-2-1-bucket" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_game_ccu_template.py", + "rendered_s3_key": "source/script/glue_game_ccu_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + "collect_time": f"{year}-{month}-{day} {hour}:00", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="de-2-1_game_ccu", + script_location="s3://de-2-1-bucket/source/script/glue_game_ccu_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_game_ccu_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="de-2-1_game_ccu", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + verbose=True, # prints glue job logs in airflow logs + region_name="ap-northeast-2", + aws_conn_id="aws_conn_id", + ) + +upload_script >> run_glue_job >> wait_for_job diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py new file mode 100644 index 0000000..ac980e5 --- /dev/null +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -0,0 +1,57 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import col, lit, when, udf, explode +from pyspark.sql.types import StringType + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_ccu_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_ccu_datasource.select( + explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu") +) + +df = df.select( + col("raw_game_ccu.game_id").alias("GAME_ID"), + lit("{{ collect_time }}").alias("COLLECT_TIME"), + col("raw_game_ccu.player_count").alias("GAME_CCU"), +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From c2abca1041ed762b25ae2fa8e1a3420039be5780 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 18:21:42 +0900 Subject: [PATCH 154/249] [fix] DAG time fix --- dags/glue/game_ccu.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 5557d7c..353ab7b 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -50,7 +50,7 @@ def upload_rendered_script_to_s3( year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" - hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour upload_script = PythonOperator( task_id="upload_script_to_s3", From 007fc1d64d73010ce7c52b06b341fd8b2dd80061 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Fri, 23 Feb 2024 18:35:17 +0900 Subject: [PATCH 155/249] [fix] remove region_name --- dags/glue/game_ccu.py | 2 +- dags/glue/game_price.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 353ab7b..b05ab26 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -83,7 +83,7 @@ def upload_rendered_script_to_s3( # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, verbose=True, # prints glue job logs in airflow logs - region_name="ap-northeast-2", + # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 6ed6b01..213e8b9 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -83,7 +83,7 @@ def upload_rendered_script_to_s3( # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, verbose=True, # prints glue job logs in airflow logs - region_name="ap-northeast-2", + # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) From 72ba984d60c85ad979b8e8680d217664d873d37f Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 12:22:10 +0900 Subject: [PATCH 156/249] [feat] live_viewer_template.py change code, add platform --- dags/glue/glue_airflow.py | 2 - .../glue&athena/live_viewer_template.py | 37 ++++++++++++++----- 2 files changed, 27 insertions(+), 12 deletions(-) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_airflow.py index 7c0a4f2..f893557 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_airflow.py @@ -40,9 +40,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(minutes=5), }, schedule_interval="0 * * * *", - tags=["glue", "streaming"], - catchup=False, ) as dag: diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py index fb36b84..5348cb7 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -35,25 +35,43 @@ # chzzk_source.printSchema() chzzk_df = chzzk_source.select( col("col.streamer_id").alias("STREAMER_ID"), - col("col.chzzk_s_id").alias("CHZ_STEAMER_ID"), - col("col.content.liveTitle").alias("CHZ_BROADCAST_TITLE"), - col("col.content.liveCategoryValue").alias("CHZ_GAME_CODE"), - col("col.content.concurrentUserCount").alias("CHZ_VIEWER_NUM"), + col("col.content.liveID").alias("BROADCAST_ID"), + col("col.content.liveTitle").alias("BROADCAST_TITLE"), + col("col.content.liveCategoryValue").alias("GAME_CODE"), + col("col.content.concurrentUserCount").alias("VIEWER_NUM"), ) +# add platform +chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) # chzzk_df.show() # afreeca_source.printSchema() afreeca_df = afreeca_source.select( col("col.streamer_id").alias("STREAMER_ID"), - col("col.afc_s_id").alias("AFC_STEAMER_ID"), col("col.live_status.BNO").alias("BROADCAST_ID"), - col("col.live_status.TITLE").alias("AFC_BROADCAST_TITLE"), - col("col.live_status.CATE").alias("AFC_GAME_CODE"), - col("col.broad_info.broad.current_sum_viewer").alias("AFC_VIEWER_NUM"), + col("col.live_status.TITLE").alias("BROADCAST_TITLE"), + col("col.live_status.CATE").alias("GAME_CODE"), + col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), ) +afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) # afreeca_df.show(truncate=False) -result_df = chzzk_df.join(afreeca_df, "STREAMER_ID", "outer") + +result_df = chzzk_df.join( + afreeca_df, + [ + "STREAMER_ID", + "BROADCAST_ID", + "BROADCAST_TITLE", + "GAME_CODE", + "PLATFORM", + "VIEWER_NUM", + ], + "outer", +) + +# 스키마 정보를 로깅 +print("Schema Information:") +result_df.printSchema() dynamicframe = DynamicFrame.fromDF(result_df, glueContext, "dynamicframe") @@ -67,6 +85,5 @@ transformation_ctx="datasource", ) - # Job Bookmark의 상태를 최종적으로 커밋 job.commit() From 62954ee870f5558519f28090b670baab30094f54 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 12:46:17 +0900 Subject: [PATCH 157/249] [feat] add liveid check again --- dags/streaming/stream_data_raw.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/dags/streaming/stream_data_raw.py b/dags/streaming/stream_data_raw.py index 1e40402..1cbad14 100644 --- a/dags/streaming/stream_data_raw.py +++ b/dags/streaming/stream_data_raw.py @@ -1,3 +1,4 @@ +import time from datetime import datetime, timedelta import json @@ -55,6 +56,9 @@ def chzzk_raw(current_time, **kwargs): if res.status_code == 200: live_data = res.json() + if live_data["content"]["liveId"]: + time.sleep(5) + live_data = requests.get(f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail").json() try: live = live_data["content"]["status"] if live == "OPEN": From 35247e7148109eadea928c5a1cd0fc6869e974fb Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 12:57:34 +0900 Subject: [PATCH 158/249] [hotfix] null check --- dags/streaming/stream_data_raw.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/streaming/stream_data_raw.py b/dags/streaming/stream_data_raw.py index 1cbad14..21210aa 100644 --- a/dags/streaming/stream_data_raw.py +++ b/dags/streaming/stream_data_raw.py @@ -56,7 +56,7 @@ def chzzk_raw(current_time, **kwargs): if res.status_code == 200: live_data = res.json() - if live_data["content"]["liveId"]: + if not live_data["content"]["liveId"]: time.sleep(5) live_data = requests.get(f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail").json() try: From 5a7b7f9609be6f3b9fbbc9612d382647dcaa8417 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sat, 24 Feb 2024 17:29:06 +0900 Subject: [PATCH 159/249] [feat]: dag for getting banners of streamers --- dags/streaming/streamers_banner.py | 125 +++++++++++++++++++++++++++++ 1 file changed, 125 insertions(+) create mode 100644 dags/streaming/streamers_banner.py diff --git a/dags/streaming/streamers_banner.py b/dags/streaming/streamers_banner.py new file mode 100644 index 0000000..e3bd7a9 --- /dev/null +++ b/dags/streaming/streamers_banner.py @@ -0,0 +1,125 @@ +from datetime import datetime, timedelta + +import logging +import requests + +import slack + +from requests.exceptions import RequestException + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.exceptions import AirflowException + + +# get streamer_list in rds +def get_s_list(**kwargs): + # RDS 연결 설정 + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + query = "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" + try: + result = mysql_hook.get_records(query) + chzzk = [(row[0], row[1]) for row in result if row[1]] + afc = [(row[0], row[2]) for row in result if row[2]] + except Exception as e: + logging.error(f"Error occurred while fetching streamer list: {e}") + raise AirflowException("Failed to fetch streamer list from RDS.") + else: + kwargs["ti"].xcom_push(key="chzzk", value=chzzk) + kwargs["ti"].xcom_push(key="afc", value=afc) + + +def chzzk_banner(**kwargs): + chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + + for s_id, chzzk_id in chzzk_ids: + try: + res = requests.get( + f"https://api.chzzk.naver.com/service/v1/channels/{chzzk_id}" + ) + res.raise_for_status() # Raises an HTTPError if the HTTP request returned an unsuccessful status code. + banner_url = res.json()["content"]["channelImageUrl"] + + update_stmt = """ + UPDATE STREAMER_INFO + SET CHZ_BANNER_URL = %s + WHERE CHZ_ID = %s + """ + mysql_hook.run(update_stmt, parameters=(banner_url, chzzk_id)) + except RequestException as e: + logging.error(f"Request failed: {e}") + except KeyError as e: + logging.error(f"Key error: {e}") + except Exception as e: + logging.error(f"Unexpected error: {e}") + raise AirflowException( + f"Failed to update CHZ_BANNER_URL for CHZ_ID {chzzk_id}" + ) + + +def afreeca_banner(**kwargs): + afreeca_ids = kwargs["ti"].xcom_pull(key="afc", task_ids="get_s_list_task") + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + headers = { + "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36", + } + + for s_id, bjid in afreeca_ids: + try: + res = requests.get( + f"https://bjapi.afreecatv.com/api/{bjid}/station", headers=headers + ) + res.raise_for_status() + banner_url = f'https:{res.json().get("profile_image")}' + + update_stmt = """ + UPDATE STREAMER_INFO + SET AFC_BANNER_URL = %s + WHERE AFC_ID = %s + """ + mysql_hook.run(update_stmt, parameters=(banner_url, bjid)) + except RequestException as e: + logging.error(f"Request failed: {e}") + except KeyError as e: + logging.error(f"Key error: {e}") + except Exception as e: + logging.error(f"Unexpected error: {e}") + raise AirflowException(f"Failed to update AFC_BANNER_URL for AFC_ID {bjid}") + + +# dag codes +with DAG( + "streamer_banner_raw", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 1, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="@once", + tags=["Streamer", "banner"], + catchup=False, +) as dag: + + # load + + task_get_s_list = PythonOperator( + task_id="get_s_list_task", + python_callable=get_s_list, + on_failure_callback=slack.on_failure_callback, + ) + task_raw_chzzk = PythonOperator( + task_id="chzzk_raw_task", + python_callable=chzzk_banner, + on_failure_callback=slack.on_failure_callback, + ) + task_raw_afreeca = PythonOperator( + task_id="afreeca_raw_task", + python_callable=afreeca_banner, + on_failure_callback=slack.on_failure_callback, + ) + +task_get_s_list >> [task_raw_chzzk, task_raw_afreeca] From e09d2253b69c56c9ab7a3c71808b750e3cd40828 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sat, 24 Feb 2024 17:40:05 +0900 Subject: [PATCH 160/249] [feat]: change airflow image to 3.11 --- Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index b87cd74..ca6e9be 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,5 +1,5 @@ # 기본 이미지 지정. 버전은 2.7.2 -FROM apache/airflow:2.7.2 +FROM apache/airflow:2.7.2-python3.11 # root 사용자로 전환 (필요한 경우) USER root @@ -10,4 +10,4 @@ RUN apt-get update && \ vim \ && rm -rf /var/lib/apt/lists/* -# 이후 필요한 작업 수행. 예를 들어, 환경 설정 변경, 파일 복사 등 \ No newline at end of file +# 이후 필요한 작업 수행. 예를 들어, 환경 설정 변경, 파일 복사 등 From 79c799ac10cb048f1b5f1907561660aa6fd369ba Mon Sep 17 00:00:00 2001 From: Kangho-Lee Date: Thu, 22 Feb 2024 21:40:44 +0900 Subject: [PATCH 161/249] Feat: Add templates of github and Code-owners --- .github/CODEOWNERS | 1 + .github/ISSUE_TEMPLATE/bug_issue_template.md | 16 ++++++++++++++++ .../ISSUE_TEMPLATE/feature_issue_template.md | 16 ++++++++++++++++ .github/pull_request_template.md | 17 +++++++++++++++++ 4 files changed, 50 insertions(+) create mode 100644 .github/CODEOWNERS create mode 100644 .github/ISSUE_TEMPLATE/bug_issue_template.md create mode 100644 .github/ISSUE_TEMPLATE/feature_issue_template.md create mode 100644 .github/pull_request_template.md diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 0000000..f90d76e --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1 @@ +* @zizzic/programmers \ No newline at end of file diff --git a/.github/ISSUE_TEMPLATE/bug_issue_template.md b/.github/ISSUE_TEMPLATE/bug_issue_template.md new file mode 100644 index 0000000..388980d --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_issue_template.md @@ -0,0 +1,16 @@ +--- +name: 버그 관련 이슈 템플릿 +about: 버그와 관련된 이슈 +title: "[BUG] XXXXX" +labels: bug +assignees: '' + +--- + + +### Description + diff --git a/.github/ISSUE_TEMPLATE/feature_issue_template.md b/.github/ISSUE_TEMPLATE/feature_issue_template.md new file mode 100644 index 0000000..3f32eef --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_issue_template.md @@ -0,0 +1,16 @@ +--- +name: 새로운 기능 이슈 템플릿 +about: 새로운 기능 이슈와 관련된 템플릿 +title: "[FEAT] XXXXXXX" +labels: enhancement +assignees: '' + +--- + + +### Description + diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md new file mode 100644 index 0000000..6c36d67 --- /dev/null +++ b/.github/pull_request_template.md @@ -0,0 +1,17 @@ + +### 작업 분류 + +- [x] 신규 기능 +- [ ] 기능 수정 +- [ ] 버그 수정 +- [ ] 프로젝트 구조 변경 + +### 작업 상세 내용 + + + +### 생각해볼 문제 + + + +resolve #{issue number} \ No newline at end of file From 8051486480ef518d1c57136a8c47b52458a41c19 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sat, 24 Feb 2024 18:51:53 +0900 Subject: [PATCH 162/249] [feat]: dag for getting banners of steam games --- dags/game/steam_games_banner.py | 83 +++++++++++++++++++++++++++++++++ 1 file changed, 83 insertions(+) create mode 100644 dags/game/steam_games_banner.py diff --git a/dags/game/steam_games_banner.py b/dags/game/steam_games_banner.py new file mode 100644 index 0000000..147ed54 --- /dev/null +++ b/dags/game/steam_games_banner.py @@ -0,0 +1,83 @@ +from datetime import datetime, timedelta + +import requests + +import slack +import time + +from airflow import DAG +from airflow.providers.mysql.hooks.mysql import MySqlHook +from airflow.models import Variable +from airflow.operators.python import PythonOperator +from requests.exceptions import RequestException + + +def get_game_info_from_api(appid, params): + session = requests.Session() # 세션을 사용하여 연결 재사용 + url = f"http://store.steampowered.com/api/appdetails?appids={appid}&cc=kr" + + for _ in range(3): # 최대 3번 재시도 + try: + response = session.get(url, params=params) + response.raise_for_status() # 상태 코드가 200이 아니면 예외 발생 + data = response.json() + if data[appid]["success"]: + return data[appid]["data"]["header_image"] + except (RequestException, KeyError): + time.sleep(90) # 재시도 전 90초 대기 + return None # 3번 시도 후 성공하지 못하면 None 반환 + + +def update_banner_url_in_db(appid, banner_url): + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + update_stmt = """ + UPDATE GAME_INFO + SET GAME_BANNER_URL = %s + WHERE GAME_ID = %s + """ + mysql_hook.run(update_stmt, parameters=(banner_url, appid)) + + +def get_rds_game_info(): + mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") + query = """ + SELECT game_id, game_nm + FROM GAME_INFO + WHERE IS_TOP300 IN ('T', 'F'); + """ + records = mysql_hook.get_records(query) + + api_key = Variable.get("steam_api_key") + params = {"key": api_key, "json": "1"} + + for appid, name in records: + banner_url = get_game_info_from_api(str(appid), params) + if banner_url: + update_banner_url_in_db(str(appid), banner_url) + else: + print(f"Failed to get banner for {name} (AppID: {appid})") + + +# dag codes +with DAG( + "steam_game_banner_raw", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 1, 17), + "retries": 1, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="@once", + tags=["game", "banner"], + catchup=False, +) as dag: + + get_steam_game_banner = PythonOperator( + task_id="get_steam_game_banner_task", + python_callable=get_rds_game_info, + on_failure_callback=slack.on_failure_callback, + ) + + +get_steam_game_banner From c24dbec850a17b439c65a2e2729f291386579e47 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Sat, 24 Feb 2024 19:04:32 +0900 Subject: [PATCH 163/249] [fix]:fix non iterable and try-else warnings --- dags/game/steam_games_banner.py | 2 +- dags/streaming/streamers_banner.py | 8 ++++---- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/dags/game/steam_games_banner.py b/dags/game/steam_games_banner.py index 147ed54..960e335 100644 --- a/dags/game/steam_games_banner.py +++ b/dags/game/steam_games_banner.py @@ -45,7 +45,7 @@ def get_rds_game_info(): FROM GAME_INFO WHERE IS_TOP300 IN ('T', 'F'); """ - records = mysql_hook.get_records(query) + records = mysql_hook.get_records(query) or [] api_key = Variable.get("steam_api_key") params = {"key": api_key, "json": "1"} diff --git a/dags/streaming/streamers_banner.py b/dags/streaming/streamers_banner.py index e3bd7a9..5beba48 100644 --- a/dags/streaming/streamers_banner.py +++ b/dags/streaming/streamers_banner.py @@ -19,15 +19,15 @@ def get_s_list(**kwargs): mysql_hook = MySqlHook(mysql_conn_id="aws_rds_conn_id") query = "SELECT STREAMER_ID, CHZ_ID, AFC_ID FROM STREAMER_INFO;" try: - result = mysql_hook.get_records(query) + result = mysql_hook.get_records(query) or [] chzzk = [(row[0], row[1]) for row in result if row[1]] afc = [(row[0], row[2]) for row in result if row[2]] except Exception as e: logging.error(f"Error occurred while fetching streamer list: {e}") raise AirflowException("Failed to fetch streamer list from RDS.") - else: - kwargs["ti"].xcom_push(key="chzzk", value=chzzk) - kwargs["ti"].xcom_push(key="afc", value=afc) + + kwargs["ti"].xcom_push(key="chzzk", value=chzzk) + kwargs["ti"].xcom_push(key="afc", value=afc) def chzzk_banner(**kwargs): From d9f4a5df6f04859c9efd9c2ea833d34e6069c39f Mon Sep 17 00:00:00 2001 From: lyh Date: Sat, 24 Feb 2024 19:53:50 +0900 Subject: [PATCH 164/249] [feat] make Glue DAG for game_rating --- dags/glue/game_ccu.py | 2 +- dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 90 +++++++++++++++++++ .../glue&athena/glue_game_ccu_template.py | 3 +- .../glue&athena/glue_game_rating_template.py | 59 ++++++++++++ 5 files changed, 152 insertions(+), 4 deletions(-) create mode 100644 dags/glue/game_rating.py create mode 100644 dataCollector/glue&athena/glue_game_rating_template.py diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index b05ab26..1e8ab01 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_ccu", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=True, # prints glue job logs in airflow logs + verbose=False, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 213e8b9..3d6d679 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=True, # prints glue job logs in airflow logs + verbose=False, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py new file mode 100644 index 0000000..5ce34f7 --- /dev/null +++ b/dags/glue/game_rating.py @@ -0,0 +1,90 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook + +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_game_rating", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 22), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 1 * * *", + tags=["glue", "Game_Rating"], + catchup=False, +) as dag: + + bucket_name = "de-2-1-bucket" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_game_rating_template.py", + "rendered_s3_key": "source/script/glue_game_rating_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "collect_date": f"{year}-{month}-{day}", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="de-2-1_game_rating", + script_location="s3://de-2-1-bucket/source/script/glue_game_rating_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_game_rating_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="de-2-1_game_rating", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + verbose=False, # prints glue job logs in airflow logs + # region_name="ap-northeast-2", + aws_conn_id="aws_conn_id", + ) + +upload_script >> run_glue_job >> wait_for_job diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py index ac980e5..1f8c68d 100644 --- a/dataCollector/glue&athena/glue_game_ccu_template.py +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -1,8 +1,7 @@ import sys from pyspark.context import SparkContext -from pyspark.sql.functions import col, lit, when, udf, explode -from pyspark.sql.types import StringType +from pyspark.sql.functions import col, lit, explode from awsglue.context import GlueContext from awsglue.dynamicframe import DynamicFrame diff --git a/dataCollector/glue&athena/glue_game_rating_template.py b/dataCollector/glue&athena/glue_game_rating_template.py new file mode 100644 index 0000000..802d947 --- /dev/null +++ b/dataCollector/glue&athena/glue_game_rating_template.py @@ -0,0 +1,59 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import col, lit, explode + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_rating_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_rating_datasource.select( + explode(game_rating_datasource.raw_game_rating).alias("raw_game_rating") +) + +df = df.select( + col("raw_game_rating.game_id").alias("GAME_ID"), + lit("{{ collect_time }}").alias("COLLECT_DATE"), + col("raw_game_rating.recent_positive_num").alias("RECENT_POSITIVE_NUM"), + col("raw_game_rating.recent_positive_percent").alias("RECENT_POSITIVE_PERCENT"), + col("raw_game_rating.all_positive_num").alias("ALL_POSITIVE_NUM"), + col("raw_game_rating.all_positive_percent").alias("ALL_POSITIVE_PERCENT"), +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From 19511e826273fcf8190e2f91c84f229687a55c76 Mon Sep 17 00:00:00 2001 From: lyh Date: Sat, 24 Feb 2024 19:54:16 +0900 Subject: [PATCH 165/249] Revert "[feat] make Glue DAG for game_rating" This reverts commit d9f4a5df6f04859c9efd9c2ea833d34e6069c39f. --- dags/glue/game_ccu.py | 2 +- dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 90 ------------------- .../glue&athena/glue_game_ccu_template.py | 3 +- .../glue&athena/glue_game_rating_template.py | 59 ------------ 5 files changed, 4 insertions(+), 152 deletions(-) delete mode 100644 dags/glue/game_rating.py delete mode 100644 dataCollector/glue&athena/glue_game_rating_template.py diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 1e8ab01..b05ab26 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_ccu", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs + verbose=True, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 3d6d679..213e8b9 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs + verbose=True, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py deleted file mode 100644 index 5ce34f7..0000000 --- a/dags/glue/game_rating.py +++ /dev/null @@ -1,90 +0,0 @@ -from datetime import datetime, timedelta - -from airflow import DAG -from airflow.operators.python import PythonOperator -from airflow.providers.amazon.aws.operators.glue import GlueJobOperator -from airflow.providers.amazon.aws.hooks.s3 import S3Hook - -from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor -from jinja2 import Template - - -def upload_rendered_script_to_s3( - bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs -): - # S3Hook 인스턴스 생성 - s3_hook = S3Hook(aws_conn_id=aws_conn_id) - - # S3에서 Jinja 템플릿 파일 읽기 - template_str = s3_hook.read_key(template_s3_key, bucket_name) - - # Jinja 템플릿 렌더링 - template = Template(template_str) - rendered_script = template.render(**kwargs) - - # 렌더링된 스크립트를 S3에 업로드 - s3_hook.load_string( - string_data=rendered_script, - bucket_name=bucket_name, - key=rendered_s3_key, - replace=True, - ) - - -with DAG( - "glue_game_rating", - default_args={ - "owner": "airflow", - "depends_on_past": False, - "start_date": datetime(2024, 2, 22), - "retries": 0, - "retry_delay": timedelta(minutes=5), - }, - schedule_interval="0 1 * * *", - tags=["glue", "Game_Rating"], - catchup=False, -) as dag: - - bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" - month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" - day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" - hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour - - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_game_rating_template.py", - "rendered_s3_key": "source/script/glue_game_rating_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - "collect_date": f"{year}-{month}-{day}", - }, - ) - - run_glue_job = GlueJobOperator( - task_id="run_glue_job", - job_name="de-2-1_game_rating", - script_location="s3://de-2-1-bucket/source/script/glue_game_rating_script.py", - aws_conn_id="aws_conn_id", - region_name="ap-northeast-2", - iam_role_name="AWSGlueServiceRole-crawler", - dag=dag, - ) - - wait_for_job = GlueJobSensor( # trigger - task_id="wait_for_job_game_rating_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 - job_name="de-2-1_game_rating", - # Job ID extracted from previous Glue Job Operator task - run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs - # region_name="ap-northeast-2", - aws_conn_id="aws_conn_id", - ) - -upload_script >> run_glue_job >> wait_for_job diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py index 1f8c68d..ac980e5 100644 --- a/dataCollector/glue&athena/glue_game_ccu_template.py +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -1,7 +1,8 @@ import sys from pyspark.context import SparkContext -from pyspark.sql.functions import col, lit, explode +from pyspark.sql.functions import col, lit, when, udf, explode +from pyspark.sql.types import StringType from awsglue.context import GlueContext from awsglue.dynamicframe import DynamicFrame diff --git a/dataCollector/glue&athena/glue_game_rating_template.py b/dataCollector/glue&athena/glue_game_rating_template.py deleted file mode 100644 index 802d947..0000000 --- a/dataCollector/glue&athena/glue_game_rating_template.py +++ /dev/null @@ -1,59 +0,0 @@ -import sys - -from pyspark.context import SparkContext -from pyspark.sql.functions import col, lit, explode - -from awsglue.context import GlueContext -from awsglue.dynamicframe import DynamicFrame -from awsglue.job import Job -from awsglue.utils import getResolvedOptions - -# SparkContext와 GlueContext 초기화 -sc = SparkContext() -glueContext = GlueContext(sc) -spark = glueContext.spark_session - -# Job 초기화 (Job Bookmark 활성화 포함) -job = Job(glueContext) -args = getResolvedOptions(sys.argv, ["JOB_NAME"]) -job.init(args["JOB_NAME"], args) - -# S3에서 데이터를 읽어오는 부분 -datasource = glueContext.create_dynamic_frame.from_options( - "s3", - {"paths": ["{{ input_path }}"], "recurse": True}, - format="json", - transformation_ctx="datasource", -) - -# 전처리를 위해 DF로 변환하기 -game_rating_datasource = datasource.toDF() - -# 최상위 레벨의 key를 중심으로 explode하기 -df = game_rating_datasource.select( - explode(game_rating_datasource.raw_game_rating).alias("raw_game_rating") -) - -df = df.select( - col("raw_game_rating.game_id").alias("GAME_ID"), - lit("{{ collect_time }}").alias("COLLECT_DATE"), - col("raw_game_rating.recent_positive_num").alias("RECENT_POSITIVE_NUM"), - col("raw_game_rating.recent_positive_percent").alias("RECENT_POSITIVE_PERCENT"), - col("raw_game_rating.all_positive_num").alias("ALL_POSITIVE_NUM"), - col("raw_game_rating.all_positive_percent").alias("ALL_POSITIVE_PERCENT"), -) - -dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") - -# Parquet으로 변환하여 S3에 저장 -glueContext.write_dynamic_frame.from_options( - frame=dynamic_frame, - connection_type="s3", - connection_options={"path": "{{ output_path }}"}, - format="parquet", - transformation_ctx="dynamic_frame", -) - - -# Job Bookmark의 상태를 최종적으로 커밋 -job.commit() From c1483c7b5d58686388629d65661b31abc003d5f0 Mon Sep 17 00:00:00 2001 From: lyh Date: Sat, 24 Feb 2024 20:01:08 +0900 Subject: [PATCH 166/249] [feat] make Glue DAG for game_rating --- dags/glue/game_ccu.py | 2 +- dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 90 +++++++++++++++++++ dags/streaming/stream_data_raw.py | 4 +- .../glue&athena/glue_game_rating_template.py | 59 ++++++++++++ 5 files changed, 154 insertions(+), 3 deletions(-) create mode 100644 dags/glue/game_rating.py create mode 100644 dataCollector/glue&athena/glue_game_rating_template.py diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index b05ab26..1e8ab01 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_ccu", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=True, # prints glue job logs in airflow logs + verbose=False, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 213e8b9..3d6d679 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -82,7 +82,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=True, # prints glue job logs in airflow logs + verbose=False, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py new file mode 100644 index 0000000..5ce34f7 --- /dev/null +++ b/dags/glue/game_rating.py @@ -0,0 +1,90 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook + +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_game_rating", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 22), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + schedule_interval="0 1 * * *", + tags=["glue", "Game_Rating"], + catchup=False, +) as dag: + + bucket_name = "de-2-1-bucket" + current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" + month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" + day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_game_rating_template.py", + "rendered_s3_key": "source/script/glue_game_rating_script.py", + # into template + "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "collect_date": f"{year}-{month}-{day}", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="de-2-1_game_rating", + script_location="s3://de-2-1-bucket/source/script/glue_game_rating_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_game_rating_glue_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="de-2-1_game_rating", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + verbose=False, # prints glue job logs in airflow logs + # region_name="ap-northeast-2", + aws_conn_id="aws_conn_id", + ) + +upload_script >> run_glue_job >> wait_for_job diff --git a/dags/streaming/stream_data_raw.py b/dags/streaming/stream_data_raw.py index 1cbad14..e55aa7c 100644 --- a/dags/streaming/stream_data_raw.py +++ b/dags/streaming/stream_data_raw.py @@ -58,7 +58,9 @@ def chzzk_raw(current_time, **kwargs): live_data = res.json() if live_data["content"]["liveId"]: time.sleep(5) - live_data = requests.get(f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail").json() + live_data = requests.get( + f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail" + ).json() try: live = live_data["content"]["status"] if live == "OPEN": diff --git a/dataCollector/glue&athena/glue_game_rating_template.py b/dataCollector/glue&athena/glue_game_rating_template.py new file mode 100644 index 0000000..802d947 --- /dev/null +++ b/dataCollector/glue&athena/glue_game_rating_template.py @@ -0,0 +1,59 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import col, lit, explode + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ["JOB_NAME"]) +job.init(args["JOB_NAME"], args) + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": ["{{ input_path }}"], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_rating_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_rating_datasource.select( + explode(game_rating_datasource.raw_game_rating).alias("raw_game_rating") +) + +df = df.select( + col("raw_game_rating.game_id").alias("GAME_ID"), + lit("{{ collect_time }}").alias("COLLECT_DATE"), + col("raw_game_rating.recent_positive_num").alias("RECENT_POSITIVE_NUM"), + col("raw_game_rating.recent_positive_percent").alias("RECENT_POSITIVE_PERCENT"), + col("raw_game_rating.all_positive_num").alias("ALL_POSITIVE_NUM"), + col("raw_game_rating.all_positive_percent").alias("ALL_POSITIVE_PERCENT"), +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": "{{ output_path }}"}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() From cfa93fa3117c4dba2bc81b609efc1fdc9d317ae5 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 20:02:45 +0900 Subject: [PATCH 167/249] [feat] live_viewer sensor add --- dags/glue/live_viewer.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 251621b..3127d69 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -4,6 +4,7 @@ from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor from jinja2 import Template @@ -74,5 +75,15 @@ def upload_rendered_script_to_s3( iam_role_name="AWSGlueServiceRole-crawler", dag=dag, ) + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_live_viewer_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="de-2-1_live_viewer", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + verbose=True, # prints glue job logs in airflow logs + # region_name="ap-northeast-2", + aws_conn_id="aws_conn_id", + ) + -upload_script >> run_glue_job +upload_script >> run_glue_job >> wait_for_job From 2a465dd1078585adfeec6ed1b8388e10fd32c972 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 20:05:23 +0900 Subject: [PATCH 168/249] [feat] live_viewer sensor verbose=False --- dags/glue/live_viewer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 3127d69..8522446 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -80,7 +80,7 @@ def upload_rendered_script_to_s3( job_name="de-2-1_live_viewer", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=True, # prints glue job logs in airflow logs + verbose=False, # prints glue job logs in airflow logs # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) From 8baf39a89db249126e77d1f3e406feab2ba71675 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 24 Feb 2024 20:30:41 +0900 Subject: [PATCH 169/249] [feat] live_viewer sensor add --- dags/glue/live_viewer.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 8522446..2251b54 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -80,8 +80,6 @@ def upload_rendered_script_to_s3( job_name="de-2-1_live_viewer", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs - # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) From 94001d1e7e44b95928a422e733b05ab67c818faa Mon Sep 17 00:00:00 2001 From: lyh Date: Sat, 24 Feb 2024 20:44:18 +0900 Subject: [PATCH 170/249] [fix] remove verbose®ion_name parameter --- dags/glue/game_ccu.py | 2 -- dags/glue/game_price.py | 2 -- dags/glue/game_rating.py | 2 -- 3 files changed, 6 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 1e8ab01..226f526 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -82,8 +82,6 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_ccu", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs - # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 3d6d679..2e0b5e6 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -82,8 +82,6 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_price", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs - # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index 5ce34f7..ed44137 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -82,8 +82,6 @@ def upload_rendered_script_to_s3( job_name="de-2-1_game_rating", # Job ID extracted from previous Glue Job Operator task run_id=run_glue_job.output, - verbose=False, # prints glue job logs in airflow logs - # region_name="ap-northeast-2", aws_conn_id="aws_conn_id", ) From bd15c108ff1083f0c6945ed32fe399f63b2dcc5d Mon Sep 17 00:00:00 2001 From: lyh Date: Sat, 24 Feb 2024 20:48:24 +0900 Subject: [PATCH 171/249] [fix] change json key to lowercase --- dags/game/game_rating_to_s3.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index d1b4105..c56b86f 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -31,10 +31,10 @@ def get_rating(app_id): if reviewdesc_short == []: return { "game_id": app_id, - "ALL_POSITIVE_NUM": 0, - "ALL_POSITIVE_PERCENT": 0, - "RECENT_POSITIVE_NUM": 0, - "RECENT_POSITIVE_PERCENT": 0, + "all_positive_num": 0, + "all_positive_percent": 0, + "recent_positive_num": 0, + "recent_positive_percent": 0, } recent_reviews = None From 49e1c89128997cb773a03ac08a16a20579015829 Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 25 Feb 2024 18:50:16 +0900 Subject: [PATCH 172/249] [feat] add partitions use PLATFORM -> result 2files in folder -> S3 code change after 02.25 --- dataCollector/glue&athena/glue_template.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/dataCollector/glue&athena/glue_template.py b/dataCollector/glue&athena/glue_template.py index 0990e36..cff904c 100644 --- a/dataCollector/glue&athena/glue_template.py +++ b/dataCollector/glue&athena/glue_template.py @@ -22,6 +22,14 @@ format="json", transformation_ctx="datasource", ) +# <---------add functions-----------> + +# "PLATFORM" 컬럼을 기준으로 파티션을 구성 +partitioned_df = result_df.repartition("PLATFORM") + +# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 +partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") + # Parquet으로 변환하여 S3에 저장 glueContext.write_dynamic_frame.from_options( @@ -31,7 +39,3 @@ format="parquet", transformation_ctx="datasource", ) - - -# Job Bookmark의 상태를 최종적으로 커밋 -job.commit() From 1484593785398c7a33bbe636db44f4159967b82e Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 25 Feb 2024 23:17:27 +0900 Subject: [PATCH 173/249] [feat] live_viewer add 59 if -> if not --- dags/streaming/stream_data_raw.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/streaming/stream_data_raw.py b/dags/streaming/stream_data_raw.py index e55aa7c..a2833e1 100644 --- a/dags/streaming/stream_data_raw.py +++ b/dags/streaming/stream_data_raw.py @@ -56,7 +56,7 @@ def chzzk_raw(current_time, **kwargs): if res.status_code == 200: live_data = res.json() - if live_data["content"]["liveId"]: + if not live_data["content"]["liveId"]: time.sleep(5) live_data = requests.get( f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail" From befe1c8ae84bc266345a0189322216c3a202fda5 Mon Sep 17 00:00:00 2001 From: poriz Date: Sun, 25 Feb 2024 23:53:43 +0900 Subject: [PATCH 174/249] [feat] live_viewer_template.py change code --- dataCollector/glue&athena/live_viewer_template.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py index 5348cb7..4983604 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -73,17 +73,18 @@ print("Schema Information:") result_df.printSchema() -dynamicframe = DynamicFrame.fromDF(result_df, glueContext, "dynamicframe") +# "PLATFORM" 컬럼을 기준으로 파티션을 구성 +partitioned_df = result_df.repartition("PLATFORM") + +# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 +partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") # Parquet으로 변환하여 S3에 저장 glueContext.write_dynamic_frame.from_options( - frame=dynamicframe, + frame=partitioned_dynamic_frame, connection_type="s3", connection_options={"path": "{{ output_path }}"}, format="parquet", transformation_ctx="datasource", -) - -# Job Bookmark의 상태를 최종적으로 커밋 -job.commit() +) \ No newline at end of file From 95ef84a51eb719dd4da2ff493e4bb47e89334390 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Mon, 26 Feb 2024 14:30:24 +0900 Subject: [PATCH 175/249] [feat] set Catchup&Startdate for Glue DAG --- dags/glue/game_ccu.py | 5 +++-- dags/glue/game_price.py | 5 +++-- dags/glue/game_rating.py | 5 +++-- 3 files changed, 9 insertions(+), 6 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 226f526..922a512 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -37,12 +37,13 @@ def upload_rendered_script_to_s3( "owner": "airflow", "depends_on_past": False, "start_date": datetime(2024, 2, 22), - "retries": 0, + "retries": 3, "retry_delay": timedelta(minutes=5), }, + max_active_runs=1, schedule_interval="5 * * * *", tags=["glue", "Game_CCU"], - catchup=False, + catchup=True, ) as dag: bucket_name = "de-2-1-bucket" diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 2e0b5e6..30dfebb 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -37,12 +37,13 @@ def upload_rendered_script_to_s3( "owner": "airflow", "depends_on_past": False, "start_date": datetime(2024, 2, 22), - "retries": 0, + "retries": 3, "retry_delay": timedelta(minutes=5), }, + max_active_runs=1, schedule_interval="0 1 * * *", tags=["glue", "Game_Price"], - catchup=False, + catchup=True, ) as dag: bucket_name = "de-2-1-bucket" diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index ed44137..ebb09aa 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -37,12 +37,13 @@ def upload_rendered_script_to_s3( "owner": "airflow", "depends_on_past": False, "start_date": datetime(2024, 2, 22), - "retries": 0, + "retries": 3, "retry_delay": timedelta(minutes=5), }, + max_active_runs=1, schedule_interval="0 1 * * *", tags=["glue", "Game_Rating"], - catchup=False, + catchup=True, ) as dag: bucket_name = "de-2-1-bucket" From a4ad481693bff52d33c8ac8c83bfd8c71f9c9da3 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 26 Feb 2024 17:29:50 +0900 Subject: [PATCH 176/249] [feat] live_viewer template change --- dags/glue/live_viewer.py | 13 ++++++----- dataCollector/glue&athena/glue_template.py | 4 +++- .../glue&athena/live_viewer_template.py | 22 ++++++------------- 3 files changed, 17 insertions(+), 22 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 2251b54..c524811 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -36,20 +36,21 @@ def upload_rendered_script_to_s3( default_args={ "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2024, 1, 17), + "start_date": datetime(2024, 2, 26), "retries": 0, "retry_delay": timedelta(minutes=5), }, tags=["glue", "streaming"], schedule_interval="0 * * * *", - catchup=False, + catchup=True, ) as dag: bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" - month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" - day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + + current_time = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').year }}" + month = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').month }}" + day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour upload_script = PythonOperator( diff --git a/dataCollector/glue&athena/glue_template.py b/dataCollector/glue&athena/glue_template.py index cff904c..f78f11a 100644 --- a/dataCollector/glue&athena/glue_template.py +++ b/dataCollector/glue&athena/glue_template.py @@ -28,7 +28,9 @@ partitioned_df = result_df.repartition("PLATFORM") # 파티션된 Spark DataFrame을 DynamicFrame으로 변환 -partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") +partitioned_dynamic_frame = DynamicFrame.fromDF( + partitioned_df, glueContext, "partitioned_dynamic_frame" +) # Parquet으로 변환하여 S3에 저장 diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_template.py index 4983604..73b3804 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_template.py @@ -36,6 +36,7 @@ chzzk_df = chzzk_source.select( col("col.streamer_id").alias("STREAMER_ID"), col("col.content.liveID").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), col("col.content.liveTitle").alias("BROADCAST_TITLE"), col("col.content.liveCategoryValue").alias("GAME_CODE"), col("col.content.concurrentUserCount").alias("VIEWER_NUM"), @@ -48,6 +49,7 @@ afreeca_df = afreeca_source.select( col("col.streamer_id").alias("STREAMER_ID"), col("col.live_status.BNO").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), col("col.live_status.TITLE").alias("BROADCAST_TITLE"), col("col.live_status.CATE").alias("GAME_CODE"), col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), @@ -55,19 +57,7 @@ afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) # afreeca_df.show(truncate=False) - -result_df = chzzk_df.join( - afreeca_df, - [ - "STREAMER_ID", - "BROADCAST_ID", - "BROADCAST_TITLE", - "GAME_CODE", - "PLATFORM", - "VIEWER_NUM", - ], - "outer", -) +result_df = chzzk_df.union(afreeca_df) # 스키마 정보를 로깅 print("Schema Information:") @@ -77,7 +67,9 @@ partitioned_df = result_df.repartition("PLATFORM") # 파티션된 Spark DataFrame을 DynamicFrame으로 변환 -partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") +partitioned_dynamic_frame = DynamicFrame.fromDF( + partitioned_df, glueContext, "partitioned_dynamic_frame" +) # Parquet으로 변환하여 S3에 저장 @@ -87,4 +79,4 @@ connection_options={"path": "{{ output_path }}"}, format="parquet", transformation_ctx="datasource", -) \ No newline at end of file +) From 0d020394331678d1308cd877acfee67b0408481a Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 27 Feb 2024 00:25:14 +0900 Subject: [PATCH 177/249] [fix] addig collect_time to ccu DAG --- dags/game/game_ccu_to_s3.py | 14 ++++++++------ .../glue&athena/glue_game_ccu_template.py | 5 +++-- 2 files changed, 11 insertions(+), 8 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 0a72161..c0b06e5 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -64,8 +64,8 @@ def get_ccu(): # 3. API 응답들이 담긴 리스트를 JSON으로 저장 @task -def save_to_json(data): - data = {"raw_game_ccu": data} +def save_to_json(data, collect_time): + data = {"raw_game_ccu": data, "collect_time": collect_time} result = json.dumps(data, ensure_ascii=False) return result @@ -83,10 +83,7 @@ def save_to_json(data): "on_failure_callback": slack.on_failure_callback, }, ) as dag: - - data = get_ccu() - data_json = save_to_json(data) - + bucket_name = "de-2-1-bucket" current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" @@ -94,8 +91,13 @@ def save_to_json(data): month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" + minutes = "{{ data_interval_end.in_timezone('Asia/Seoul').minute}}" table_name = "raw_game_ccu" + data = get_ccu() + collect_time = f"{year}-{month}-{day} {hour}:{minutes}" + data_json = save_to_json(data, collect_time) + task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py index ac980e5..c5e73ea 100644 --- a/dataCollector/glue&athena/glue_game_ccu_template.py +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -32,12 +32,13 @@ # 최상위 레벨의 key를 중심으로 explode하기 df = game_ccu_datasource.select( - explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu") + explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu"), + col("current_time").alias("COLLECT_TIME") ) df = df.select( col("raw_game_ccu.game_id").alias("GAME_ID"), - lit("{{ collect_time }}").alias("COLLECT_TIME"), + col("COLLECT_TIME"), col("raw_game_ccu.player_count").alias("GAME_CCU"), ) From 29b8a8f226a323ce46c2a97aea83f540c4f94369 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 27 Feb 2024 01:04:23 +0900 Subject: [PATCH 178/249] [fix] correct time difference --- dags/glue/game_ccu.py | 12 ++++++------ dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 2 +- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 922a512..78d21ea 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -36,9 +36,9 @@ def upload_rendered_script_to_s3( default_args={ "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2024, 2, 22), + "start_date": datetime(2024, 2, 27), "retries": 3, - "retry_delay": timedelta(minutes=5), + "retry_delay": timedelta(seconds=15), }, max_active_runs=1, schedule_interval="5 * * * *", @@ -47,10 +47,10 @@ def upload_rendered_script_to_s3( ) as dag: bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.in_timezone('Asia/Seoul').year }}" - month = "{{ data_interval_end.in_timezone('Asia/Seoul').month }}" - day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" + current_time = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" + year = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').year }}" + month = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').month }}" + day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour upload_script = PythonOperator( diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 30dfebb..3bf752c 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -38,7 +38,7 @@ def upload_rendered_script_to_s3( "depends_on_past": False, "start_date": datetime(2024, 2, 22), "retries": 3, - "retry_delay": timedelta(minutes=5), + "retry_delay": timedelta(seconds=15), }, max_active_runs=1, schedule_interval="0 1 * * *", diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index ebb09aa..797ecd5 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -38,7 +38,7 @@ def upload_rendered_script_to_s3( "depends_on_past": False, "start_date": datetime(2024, 2, 22), "retries": 3, - "retry_delay": timedelta(minutes=5), + "retry_delay": timedelta(seconds=15), }, max_active_runs=1, schedule_interval="0 1 * * *", From c352afe2ca8c65f1c71e55ebb7e9988e9a8b16b1 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 27 Feb 2024 01:22:15 +0900 Subject: [PATCH 179/249] [fix] hotfix Glue CCU DAG start_date --- dags/glue/game_ccu.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 78d21ea..1e8869a 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -36,7 +36,7 @@ def upload_rendered_script_to_s3( default_args={ "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2024, 2, 27), + "start_date": datetime(2024, 2, 26), "retries": 3, "retry_delay": timedelta(seconds=15), }, From 2aa1706e1a2677477b9252861c03e82c3b4f638f Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 27 Feb 2024 01:36:39 +0900 Subject: [PATCH 180/249] [fix] hotfix typo error --- dataCollector/glue&athena/glue_game_ccu_template.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py index c5e73ea..6484935 100644 --- a/dataCollector/glue&athena/glue_game_ccu_template.py +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -33,7 +33,7 @@ # 최상위 레벨의 key를 중심으로 explode하기 df = game_ccu_datasource.select( explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu"), - col("current_time").alias("COLLECT_TIME") + col("collect_time").alias("COLLECT_TIME") ) df = df.select( From ccdecd9d38f7496fac93f2f0b462ff1c57f9388a Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 27 Feb 2024 10:30:43 +0900 Subject: [PATCH 181/249] [hotfix] follow.py change local_file change, schedule_interval change every 0min > 2min --- dags/streaming/follower.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index a072f4d..47e5c7e 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -68,7 +68,7 @@ def chzzk_raw(current_time, **kwargs): raise AirflowException(error_msg) - with open(f"./chzzk_{current_time}.json", "w") as f: + with open(f"./chzzk_f_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) @@ -113,20 +113,20 @@ def get_broad_info(bjid, headers): logging.error((error_msg)) raise AirflowException(error_msg) - with open(f"./afc_{current_time}.json", "w") as f: + with open(f"./afc_f_{current_time}.json", "w") as f: json.dump(live_stream_data, f, indent=4) def merge_json(current_time, local_path, **kwargs): # 파일 읽고 기존 데이터 로드 try: - with open(f"./chzzk_{current_time}.json", "r") as f: + with open(f"./chzzk_f_{current_time}.json", "r") as f: chzzk_data = json.load(f) except FileNotFoundError: chzzk_data = [] try: - with open(f"./afc_{current_time}.json", "r") as f: + with open(f"./afc_f_{current_time}.json", "r") as f: afreeca_data = json.load(f) except FileNotFoundError: afreeca_data = [] @@ -190,7 +190,7 @@ def delete_files(**kwargs): "retries": 1, "retry_delay": timedelta(minutes=5), }, - schedule_interval="0 * * * *", + schedule_interval="2 * * * *", tags=["Streaming", "follower"], catchup=False, ) as dag: @@ -202,7 +202,7 @@ def delete_files(**kwargs): day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ data_interval_end.in_timezone('Asia/Seoul').hour }}" table_name = "followers" - local_name = "local_raw_live" + local_name = "local_followers" local_path = f"./{local_name}_{current_time}.json" task_get_s_list = PythonOperator( From 9708cb356ee31417264541c3962a811d110d5270 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 27 Feb 2024 11:38:17 +0900 Subject: [PATCH 182/249] [hotfix] follow.py delete func --- dags/streaming/follower.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index 47e5c7e..736fde4 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -165,12 +165,12 @@ def delete_file(file_path): os.remove(file_path) # print(f"Deleted {file_path}") - +# when change file_names => plz check delete func!! def delete_files(**kwargs): # 플랫폼별로 파일 삭제 platforms = ["afc", "chzzk"] for platform in platforms: - file_path = f"./{platform}_{current_time}.json" + file_path = f"./{platform}_f_{current_time}.json" # this part you will change delete_file(file_path) # local_path를 사용하여 파일 삭제 From b3a3bccddd7b68d417d0834571f547a0b0afeebb Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 27 Feb 2024 15:34:46 +0900 Subject: [PATCH 183/249] [feat] make glue job dag for followers --- .../{glue_airflow.py => glue_followers.py} | 163 +++++++++--------- 1 file changed, 85 insertions(+), 78 deletions(-) rename dags/glue/{glue_airflow.py => glue_followers.py} (56%) diff --git a/dags/glue/glue_airflow.py b/dags/glue/glue_followers.py similarity index 56% rename from dags/glue/glue_airflow.py rename to dags/glue/glue_followers.py index f893557..475938c 100644 --- a/dags/glue/glue_airflow.py +++ b/dags/glue/glue_followers.py @@ -1,78 +1,85 @@ -from datetime import datetime, timedelta - -from airflow import DAG -from airflow.operators.python import PythonOperator -from airflow.providers.amazon.aws.operators.glue import GlueJobOperator -from airflow.providers.amazon.aws.hooks.s3 import S3Hook - -from jinja2 import Template - - -def upload_rendered_script_to_s3( - bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs -): - # S3Hook 인스턴스 생성 - s3_hook = S3Hook(aws_conn_id=aws_conn_id) - - # S3에서 Jinja 템플릿 파일 읽기 - template_str = s3_hook.read_key(template_s3_key, bucket_name) - - # Jinja 템플릿 렌더링 - template = Template(template_str) - rendered_script = template.render(**kwargs) - - # 렌더링된 스크립트를 S3에 업로드 - s3_hook.load_string( - string_data=rendered_script, - bucket_name=bucket_name, - key=rendered_s3_key, - replace=True, - ) - - -with DAG( - "glue_test_dag", - default_args={ - "owner": "airflow", - "depends_on_past": False, - "start_date": datetime(2024, 1, 17), - "retries": 0, - "retry_delay": timedelta(minutes=5), - }, - schedule_interval="0 * * * *", - tags=["glue", "streaming"], - catchup=False, -) as dag: - - bucket_name = "de-2-1-bucket" - current_time = "{{ data_interval_end.in_timezone('Asia/Seoul').strftime('%Y-%m-%dT%H:%M:%S+00:00') }}" - year = "{{ data_interval_end.year.in_timezone('Asia/Seoul') }}" - month = "{{ data_interval_end.month.in_timezone('Asia/Seoul') }}" - day = "{{ data_interval_end.day.in_timezone('Asia/Seoul') }}" - hour = "{{ data_interval_end.hour.in_timezone('Asia/Seoul') }}" - - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_template.py", - "rendered_s3_key": "source/script/glue_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - }, - ) - - run_glue_job = GlueJobOperator( - task_id="run_glue_job", - job_name="DE-2-1-testjob", - script_location="s3://de-2-1-bucket/source/script/glue_script.py", - aws_conn_id="aws_conn_id", - region_name="ap-northeast-2", - iam_role_name="AWSGlueServiceRole-crawler", - dag=dag, - ) - -upload_script >> run_glue_job +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python import PythonOperator +from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.hooks.s3 import S3Hook +from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor + +from jinja2 import Template + + +def upload_rendered_script_to_s3( + bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs +): + # S3Hook 인스턴스 생성 + s3_hook = S3Hook(aws_conn_id=aws_conn_id) + + # S3에서 Jinja 템플릿 파일 읽기 + template_str = s3_hook.read_key(template_s3_key, bucket_name) + + # Jinja 템플릿 렌더링 + template = Template(template_str) + rendered_script = template.render(**kwargs) + + # 렌더링된 스크립트를 S3에 업로드 + s3_hook.load_string( + string_data=rendered_script, + bucket_name=bucket_name, + key=rendered_s3_key, + replace=True, + ) + + +with DAG( + "glue_followers", + default_args={ + "owner": "airflow", + "depends_on_past": False, + "start_date": datetime(2024, 2, 27), + "retries": 0, + "retry_delay": timedelta(minutes=5), + }, + tags=["glue", "streaming"], + schedule_interval="30 16 * * *", # 한국 기준 새벽 1시 30분 + catchup=True, +) as dag: + + bucket_name = "de-2-1-bucket" + + year = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').year }}" + month = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').month }}" + day = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').day }}" + + upload_script = PythonOperator( + task_id="upload_script_to_s3", + python_callable=upload_rendered_script_to_s3, + op_kwargs={ + "bucket_name": bucket_name, + "aws_conn_id": "aws_conn_id", + "template_s3_key": "source/script/glue_followers_template.py", + "rendered_s3_key": "source/script/glue_followers_script.py", + "input_path": f"s3://de-2-1-bucket/source/json/table_name=followers/year={year}/month={month}/day={day}/", + "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=followers/year={year}/month={month}/day={day}/", + }, + ) + + run_glue_job = GlueJobOperator( + task_id="run_glue_job", + job_name="de-2-1_followers", + script_location="s3://de-2-1-bucket/source/script/glue_followers_script.py", + aws_conn_id="aws_conn_id", + region_name="ap-northeast-2", + iam_role_name="AWSGlueServiceRole-crawler", + dag=dag, + ) + wait_for_job = GlueJobSensor( # trigger + task_id="wait_for_job_followers_job", # task_id 직관적으로 알 수 있도록 변경 권장 + job_name="de-2-1_followers", + # Job ID extracted from previous Glue Job Operator task + run_id=run_glue_job.output, + aws_conn_id="aws_conn_id", + ) + + +upload_script >> run_glue_job >> wait_for_job From ff38eecc20d20d23c6cf0ec67b7dabe9169e990e Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 27 Feb 2024 20:51:07 +0900 Subject: [PATCH 184/249] [fix] variable change & game rating DAG fix --- dags/game/game_ccu_to_s3.py | 4 ++-- dags/game/game_rating_to_s3.py | 18 ++++++++++++++---- dags/streaming/follower.py | 1 + .../glue&athena/glue_game_ccu_template.py | 2 +- .../glue&athena/glue_game_rating_template.py | 2 +- 5 files changed, 19 insertions(+), 8 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index c0b06e5..13b852b 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -83,7 +83,7 @@ def save_to_json(data, collect_time): "on_failure_callback": slack.on_failure_callback, }, ) as dag: - + bucket_name = "de-2-1-bucket" current_time = "{{ data_interval_end.in_timezone('Asia/Seoul') }}" @@ -97,7 +97,7 @@ def save_to_json(data, collect_time): data = get_ccu() collect_time = f"{year}-{month}-{day} {hour}:{minutes}" data_json = save_to_json(data, collect_time) - + task_load_raw_data = S3CreateObjectOperator( task_id="create_object", s3_bucket=bucket_name, diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index c56b86f..c134304 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -10,6 +10,7 @@ import re import requests import json +import time def connect_to_mysql(): @@ -23,12 +24,21 @@ def connect_to_mysql(): # Game info 테이블에 있는 Game들의 app_id를 이용해 게임 정량 평가를 가져오는 함수 def get_rating(app_id): url = f"https://store.steampowered.com/app/{app_id}" - response = requests.get(url) - soup = BeautifulSoup(response.text, "html.parser") - reviewdesc_short = soup.find_all("span", {"class": "responsive_reviewdesc_short"}) + for i in range(3): + response = requests.get(url) + soup = BeautifulSoup(response.text, "html.parser") - if reviewdesc_short == []: + reviewdesc_short = soup.find_all( + "span", {"class": "responsive_reviewdesc_short"} + ) + + if reviewdesc_short: + break + + print(f"Retry {i+1} times for {app_id}") + time.sleep(90) + else: return { "game_id": app_id, "all_positive_num": 0, diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index 736fde4..b16278a 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -165,6 +165,7 @@ def delete_file(file_path): os.remove(file_path) # print(f"Deleted {file_path}") + # when change file_names => plz check delete func!! def delete_files(**kwargs): # 플랫폼별로 파일 삭제 diff --git a/dataCollector/glue&athena/glue_game_ccu_template.py b/dataCollector/glue&athena/glue_game_ccu_template.py index 6484935..f1d9eab 100644 --- a/dataCollector/glue&athena/glue_game_ccu_template.py +++ b/dataCollector/glue&athena/glue_game_ccu_template.py @@ -33,7 +33,7 @@ # 최상위 레벨의 key를 중심으로 explode하기 df = game_ccu_datasource.select( explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu"), - col("collect_time").alias("COLLECT_TIME") + col("collect_time").alias("COLLECT_TIME"), ) df = df.select( diff --git a/dataCollector/glue&athena/glue_game_rating_template.py b/dataCollector/glue&athena/glue_game_rating_template.py index 802d947..dedad9b 100644 --- a/dataCollector/glue&athena/glue_game_rating_template.py +++ b/dataCollector/glue&athena/glue_game_rating_template.py @@ -36,7 +36,7 @@ df = df.select( col("raw_game_rating.game_id").alias("GAME_ID"), - lit("{{ collect_time }}").alias("COLLECT_DATE"), + lit("{{ collect_date }}").alias("COLLECT_DATE"), col("raw_game_rating.recent_positive_num").alias("RECENT_POSITIVE_NUM"), col("raw_game_rating.recent_positive_percent").alias("RECENT_POSITIVE_PERCENT"), col("raw_game_rating.all_positive_num").alias("ALL_POSITIVE_NUM"), From 52a8fc4ed6895484a7c13ace5f89cd4b27302c7d Mon Sep 17 00:00:00 2001 From: lyh Date: Wed, 28 Feb 2024 18:38:56 +0900 Subject: [PATCH 185/249] [feat] passing arguments to Glue job script instead of overwriting existing script --- dags/glue/game_ccu.py | 37 +++++++++++++++++++++---------------- dags/glue/game_price.py | 39 +++++++++++++++++++++++---------------- dags/glue/game_rating.py | 39 +++++++++++++++++++++++---------------- 3 files changed, 67 insertions(+), 48 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 1e8869a..3588726 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -1,7 +1,8 @@ from datetime import datetime, timedelta from airflow import DAG -from airflow.operators.python import PythonOperator + +# from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook @@ -53,20 +54,19 @@ def upload_rendered_script_to_s3( day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_game_ccu_template.py", - "rendered_s3_key": "source/script/glue_game_ccu_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", - "collect_time": f"{year}-{month}-{day} {hour}:00", - }, - ) + # upload_script = PythonOperator( + # task_id="upload_script_to_s3", + # python_callable=upload_rendered_script_to_s3, + # op_kwargs={ + # "bucket_name": bucket_name, + # "aws_conn_id": "aws_conn_id", + # "template_s3_key": "source/script/glue_game_ccu_template.py", + # "rendered_s3_key": "source/script/glue_game_ccu_script.py", + # # into template + # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + # }, + # ) run_glue_job = GlueJobOperator( task_id="run_glue_job", @@ -76,6 +76,10 @@ def upload_rendered_script_to_s3( region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", dag=dag, + script_args={ # ~script.py에서 사용할 인자들을 정의 + "--input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + "--output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", + }, ) wait_for_job = GlueJobSensor( # trigger @@ -86,4 +90,5 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) -upload_script >> run_glue_job >> wait_for_job +# upload_script >> run_glue_job >> wait_for_job +run_glue_job >> wait_for_job diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 3bf752c..e67a99d 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -1,7 +1,8 @@ from datetime import datetime, timedelta from airflow import DAG -from airflow.operators.python import PythonOperator + +# from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook @@ -53,20 +54,20 @@ def upload_rendered_script_to_s3( day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_game_price_template.py", - "rendered_s3_key": "source/script/glue_game_price_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_price/year={year}/month={month}/day={day}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_price/year={year}/month={month}/day={day}/", - "collect_date": f"{year}-{month}-{day}", - }, - ) + # upload_script = PythonOperator( + # task_id="upload_script_to_s3", + # python_callable=upload_rendered_script_to_s3, + # op_kwargs={ + # "bucket_name": bucket_name, + # "aws_conn_id": "aws_conn_id", + # "template_s3_key": "source/script/glue_game_price_template.py", + # "rendered_s3_key": "source/script/glue_game_price_script.py", + # # into template + # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_price/year={year}/month={month}/day={day}/", + # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_price/year={year}/month={month}/day={day}/", + # "collect_date": f"{year}-{month}-{day}", + # }, + # ) run_glue_job = GlueJobOperator( task_id="run_glue_job", @@ -76,6 +77,11 @@ def upload_rendered_script_to_s3( region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", dag=dag, + script_args={ # ~script.py에서 사용할 인자들을 정의 + "--input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_price/year={year}/month={month}/day={day}/", + "--output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_price/year={year}/month={month}/day={day}/", + "--collect_date": f"{year}-{month}-{day}", + }, ) wait_for_job = GlueJobSensor( # trigger @@ -86,4 +92,5 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) -upload_script >> run_glue_job >> wait_for_job +# upload_script >> run_glue_job >> wait_for_job +run_glue_job >> wait_for_job diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index 797ecd5..a005bbe 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -1,7 +1,8 @@ from datetime import datetime, timedelta from airflow import DAG -from airflow.operators.python import PythonOperator + +# from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook @@ -53,20 +54,20 @@ def upload_rendered_script_to_s3( day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_game_rating_template.py", - "rendered_s3_key": "source/script/glue_game_rating_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - "collect_date": f"{year}-{month}-{day}", - }, - ) + # upload_script = PythonOperator( + # task_id="upload_script_to_s3", + # python_callable=upload_rendered_script_to_s3, + # op_kwargs={ + # "bucket_name": bucket_name, + # "aws_conn_id": "aws_conn_id", + # "template_s3_key": "source/script/glue_game_rating_template.py", + # "rendered_s3_key": "source/script/glue_game_rating_script.py", + # # into template + # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + # "collect_date": f"{year}-{month}-{day}", + # }, + # ) run_glue_job = GlueJobOperator( task_id="run_glue_job", @@ -76,6 +77,11 @@ def upload_rendered_script_to_s3( region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", dag=dag, + script_args={ # ~script.py에서 사용할 인자들을 정의 + "--input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "--output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", + "--collect_date": f"{year}-{month}-{day}", + }, ) wait_for_job = GlueJobSensor( # trigger @@ -86,4 +92,5 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) -upload_script >> run_glue_job >> wait_for_job +# upload_script >> run_glue_job >> wait_for_job +run_glue_job >> wait_for_job From 1145d43abec359bc02b64e79e1f53cd7dd5e165c Mon Sep 17 00:00:00 2001 From: lyh Date: Wed, 28 Feb 2024 20:06:51 +0900 Subject: [PATCH 186/249] [feat] passing arguments to Streaming Glue job script --- dags/glue/glue_followers.py | 34 ++++++++++++++++++++-------------- dags/glue/live_viewer.py | 36 +++++++++++++++++++++--------------- 2 files changed, 41 insertions(+), 29 deletions(-) diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index 475938c..daa3bd3 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -1,7 +1,8 @@ from datetime import datetime, timedelta from airflow import DAG -from airflow.operators.python import PythonOperator + +# from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -51,18 +52,18 @@ def upload_rendered_script_to_s3( month = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').month }}" day = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').day }}" - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/glue_followers_template.py", - "rendered_s3_key": "source/script/glue_followers_script.py", - "input_path": f"s3://de-2-1-bucket/source/json/table_name=followers/year={year}/month={month}/day={day}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=followers/year={year}/month={month}/day={day}/", - }, - ) + # upload_script = PythonOperator( + # task_id="upload_script_to_s3", + # python_callable=upload_rendered_script_to_s3, + # op_kwargs={ + # "bucket_name": bucket_name, + # "aws_conn_id": "aws_conn_id", + # "template_s3_key": "source/script/glue_followers_template.py", + # "rendered_s3_key": "source/script/glue_followers_script.py", + # "input_path": f"s3://de-2-1-bucket/source/json/table_name=followers/year={year}/month={month}/day={day}/", + # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=followers/year={year}/month={month}/day={day}/", + # }, + # ) run_glue_job = GlueJobOperator( task_id="run_glue_job", @@ -72,7 +73,12 @@ def upload_rendered_script_to_s3( region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", dag=dag, + script_args={ # ~script.py에서 사용할 인자들을 정의 + "--input_path": f"s3://de-2-1-bucket/source/json/table_name=followers/year={year}/month={month}/day={day}/", + "--output_path": f"s3://de-2-1-bucket/source/parquet/table_name=followers/year={year}/month={month}/day={day}/", + }, ) + wait_for_job = GlueJobSensor( # trigger task_id="wait_for_job_followers_job", # task_id 직관적으로 알 수 있도록 변경 권장 job_name="de-2-1_followers", @@ -82,4 +88,4 @@ def upload_rendered_script_to_s3( ) -upload_script >> run_glue_job >> wait_for_job +run_glue_job >> wait_for_job diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index c524811..614d5b8 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -1,7 +1,8 @@ from datetime import datetime, timedelta from airflow import DAG -from airflow.operators.python import PythonOperator + +# from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -53,19 +54,19 @@ def upload_rendered_script_to_s3( day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour - upload_script = PythonOperator( - task_id="upload_script_to_s3", - python_callable=upload_rendered_script_to_s3, - op_kwargs={ - "bucket_name": bucket_name, - "aws_conn_id": "aws_conn_id", - "template_s3_key": "source/script/live_viewer_template.py", - "rendered_s3_key": "source/script/live_viewer_script.py", - # into template - "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - }, - ) + # upload_script = PythonOperator( + # task_id="upload_script_to_s3", + # python_callable=upload_rendered_script_to_s3, + # op_kwargs={ + # "bucket_name": bucket_name, + # "aws_conn_id": "aws_conn_id", + # "template_s3_key": "source/script/live_viewer_template.py", + # "rendered_s3_key": "source/script/live_viewer_script.py", + # # into template + # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + # }, + # ) run_glue_job = GlueJobOperator( task_id="run_glue_job", @@ -75,7 +76,12 @@ def upload_rendered_script_to_s3( region_name="ap-northeast-2", iam_role_name="AWSGlueServiceRole-crawler", dag=dag, + script_args={ # ~script.py에서 사용할 인자들을 정의 + "--input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + "--output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", + }, ) + wait_for_job = GlueJobSensor( # trigger task_id="wait_for_job_live_viewer_job", # task_id 직관적으로 알 수 있도록 변경 권장 job_name="de-2-1_live_viewer", @@ -85,4 +91,4 @@ def upload_rendered_script_to_s3( ) -upload_script >> run_glue_job >> wait_for_job +run_glue_job >> wait_for_job From 24672d8a62e5ad62a1188811333a2a8024201fcd Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 29 Feb 2024 22:37:09 +0900 Subject: [PATCH 187/249] [fix] defend code for region lock game --- dags/game/game_ccu_to_s3.py | 1 + dags/game/game_price_to_s3.py | 16 ++++++++++------ 2 files changed, 11 insertions(+), 6 deletions(-) diff --git a/dags/game/game_ccu_to_s3.py b/dags/game/game_ccu_to_s3.py index 13b852b..406f7e4 100644 --- a/dags/game/game_ccu_to_s3.py +++ b/dags/game/game_ccu_to_s3.py @@ -53,6 +53,7 @@ def get_ccu(): break else: print(f"Failed to get CCU of {game}!") + temp = {"player_count": 0, "result": 0, "game_id": appid} else: temp["game_id"] = appid data.append(temp) # API 응답을 리스트에 추가 diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index e793ffe..9af6160 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -63,14 +63,18 @@ def get_price(): else: print(f"Failed to get price of {appid, name}!") - if not temp: + if not temp or not temp[appid]["success"]: temp = { - appid: { - "success": False, - "data": { - "price_overview": {"final": 999999999, "initial": 999999999} + "success": False, + "data": { + "steam_appid": appid, + "price_overview": { + "final": 999999999, + "initial": 999999999, + "discount_percent": 0, + "final_formatted": "₩ 999,999,999", }, - } + }, } else: temp = temp[appid] From 73d63542bf51739e141e8218e5423bb9742df670 Mon Sep 17 00:00:00 2001 From: lyh Date: Thu, 29 Feb 2024 22:54:51 +0900 Subject: [PATCH 188/249] [fix] appid type hotfix --- dags/game/game_price_to_s3.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 9af6160..b682d5c 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -67,7 +67,7 @@ def get_price(): temp = { "success": False, "data": { - "steam_appid": appid, + "steam_appid": int(appid), "price_overview": { "final": 999999999, "initial": 999999999, From 484ab4921a5f5ac9778d4aaa2eb837240bc26a02 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Thu, 29 Feb 2024 22:54:57 +0900 Subject: [PATCH 189/249] [hot-fix]: change follower dag --- dags/streaming/follower.py | 21 +++++++++------------ 1 file changed, 9 insertions(+), 12 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index b16278a..f7d7e55 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -95,18 +95,15 @@ def get_broad_info(bjid, headers): broad_res = get_broad_info(bjid, headers) try: - broad_info = broad_res.get("broad") - - if broad_info: - combined_res = {"broad_info": broad_res} - - stream_data = { - "streamer_id": s_id, - "afc_s_id": bjid, - "current_time": current_time, - **combined_res, - } - live_stream_data.append(stream_data) + combined_res = {"broad_info": broad_res} + + stream_data = { + "streamer_id": s_id, + "afc_s_id": bjid, + "current_time": current_time, + **combined_res, + } + live_stream_data.append(stream_data) except (AttributeError, TypeError) as e: error_msg = f"Error occurred: {str(e)}" From 06d3fefea72f759a7e9d1cff3f01292e11b1af1d Mon Sep 17 00:00:00 2001 From: srlee056 Date: Thu, 29 Feb 2024 23:07:13 +0900 Subject: [PATCH 190/249] [hot-fix]: change glue job dag start date --- dags/glue/glue_followers.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index daa3bd3..b2ae909 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -37,7 +37,7 @@ def upload_rendered_script_to_s3( default_args={ "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2024, 2, 27), + "start_date": datetime(2024, 2, 26), "retries": 0, "retry_delay": timedelta(minutes=5), }, From a756599b4c6204ce8f7ac0ce724ebb1cae0ffd22 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Thu, 29 Feb 2024 23:24:46 +0900 Subject: [PATCH 191/249] [hot-fix]: change glue job dag max dag run --- dags/glue/glue_followers.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index b2ae909..a51e0ab 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -41,6 +41,7 @@ def upload_rendered_script_to_s3( "retries": 0, "retry_delay": timedelta(minutes=5), }, + max_active_runs=1, tags=["glue", "streaming"], schedule_interval="30 16 * * *", # 한국 기준 새벽 1시 30분 catchup=True, From 13dfe51f556ccc472ce29aa3ab6b0faf3197ece9 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:29:58 +0900 Subject: [PATCH 192/249] [feat] ELT_test_DAG --- dags/elt/anal_week_game_viewer.py | 90 +++++++++++++++++++++++++++++++ 1 file changed, 90 insertions(+) create mode 100644 dags/elt/anal_week_game_viewer.py diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py new file mode 100644 index 0000000..956e718 --- /dev/null +++ b/dags/elt/anal_week_game_viewer.py @@ -0,0 +1,90 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.anal_week_game_viewer 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.anal_week_game_viewer; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.anal_week_game_viewer") + + # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 + sql = """ + INSERT INTO analytics.anal_week_game_viewer + SELECT GAME_NM, CAST(HOUR AS INTEGER), si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_DATE(TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD'), 'YYYY-MM-DD') AS CREATED_DATE + FROM ( + SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id + FROM external_raw_data.table_name_raw_live_viewer AS rlv + INNER JOIN external_raw_data.game_info AS gi + ON rlv.game_code = gi.chz_game_code + + UNION + + SELECT gi.game_nm, rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id + FROM external_raw_data.table_name_raw_live_viewer AS rlv + INNER JOIN external_raw_data.game_info AS gi + ON rlv.game_code = LPAD(gi.afc_game_code, LENGTH(gi.afc_game_code) + 3, '0') + ) AS subquery + INNER JOIN external_raw_data.streamer_info AS si + ON subquery.streamer_id = si.streamer_id + GROUP BY GAME_NM, CREATED_DATE, HOUR, si.streamer_nm + ORDER BY GAME_NM, CREATED_DATE, HOUR, si.streamer_nm; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.anal_week_game_viewer") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_Anal_Week_Game_Viewer", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_viewer"], + schedule_interval="0 0 * * *", # 매일 자정 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 74cf765c11649825ba5b919148fe7777b51100a6 Mon Sep 17 00:00:00 2001 From: mediwind <48349059+mediwind@users.noreply.github.com> Date: Mon, 4 Mar 2024 17:04:21 +0900 Subject: [PATCH 193/249] [fix] hotfix follower_dag_schedule --- dags/glue/glue_followers.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index a51e0ab..5971720 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -43,7 +43,7 @@ def upload_rendered_script_to_s3( }, max_active_runs=1, tags=["glue", "streaming"], - schedule_interval="30 16 * * *", # 한국 기준 새벽 1시 30분 + schedule_interval="0 1 * * *", # 한국 기준 오전 10시 catchup=True, ) as dag: From 55ca50df6bb4da7aa871fd902390879d5f01e269 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 4 Mar 2024 19:53:45 +0900 Subject: [PATCH 194/249] [hotfix] live_viewer.py max_active_runs=1 --- dags/glue/live_viewer.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 614d5b8..5d1657b 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -44,6 +44,7 @@ def upload_rendered_script_to_s3( tags=["glue", "streaming"], schedule_interval="0 * * * *", catchup=True, + max_active_runs=1 ) as dag: bucket_name = "de-2-1-bucket" From 4c418d86ceee49fc5bab26f8cf63ee5e9a4ebf76 Mon Sep 17 00:00:00 2001 From: lyh Date: Mon, 4 Mar 2024 21:02:14 +0900 Subject: [PATCH 195/249] [fix] hotfix DAG scheduling time fix --- dags/game/game_price_to_s3.py | 2 +- dags/game/game_rating_to_s3.py | 2 +- dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 2 +- dags/glue/glue_followers.py | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index b682d5c..fe9d918 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -100,7 +100,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="0 0 * * *", + schedule_interval="10 15 * * *", default_args={ "retries": 3, "retry_delay": timedelta(seconds=15), diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index c134304..0e8abec 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -126,7 +126,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="0 0 * * *", + schedule_interval="10 15 * * *", default_args={ "retries": 3, "retry_delay": timedelta(minutes=1), diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index e67a99d..9383eff 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -42,7 +42,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 1 * * *", + schedule_interval="0 16 * * *", tags=["glue", "Game_Price"], catchup=True, ) as dag: diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index a005bbe..d1d91fb 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -42,7 +42,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 1 * * *", + schedule_interval="0 16 * * *", tags=["glue", "Game_Rating"], catchup=True, ) as dag: diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index 5971720..f15a7ed 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -43,7 +43,7 @@ def upload_rendered_script_to_s3( }, max_active_runs=1, tags=["glue", "streaming"], - schedule_interval="0 1 * * *", # 한국 기준 오전 10시 + schedule_interval="0 16 * * *", # 한국 기준 오전 10시 catchup=True, ) as dag: From c5d6412bda4942fc3b00c7e40e3d0657cd40d1f0 Mon Sep 17 00:00:00 2001 From: lyh Date: Mon, 4 Mar 2024 21:04:44 +0900 Subject: [PATCH 196/249] [fix] script to explain time difference between Korean time and UTC --- dags/game/game_price_to_s3.py | 2 +- dags/game/game_rating_to_s3.py | 2 +- dags/glue/game_price.py | 2 +- dags/glue/game_rating.py | 2 +- dags/glue/glue_followers.py | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index fe9d918..01e1c41 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -100,7 +100,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="10 15 * * *", + schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 default_args={ "retries": 3, "retry_delay": timedelta(seconds=15), diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 0e8abec..04ecd01 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -126,7 +126,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="10 15 * * *", + schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 default_args={ "retries": 3, "retry_delay": timedelta(minutes=1), diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 9383eff..a7d1836 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -42,7 +42,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 16 * * *", + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 tags=["glue", "Game_Price"], catchup=True, ) as dag: diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index d1d91fb..e76b49d 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -42,7 +42,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 16 * * *", + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 tags=["glue", "Game_Rating"], catchup=True, ) as dag: diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index f15a7ed..f4ec52f 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -43,7 +43,7 @@ def upload_rendered_script_to_s3( }, max_active_runs=1, tags=["glue", "streaming"], - schedule_interval="0 16 * * *", # 한국 기준 오전 10시 + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 catchup=True, ) as dag: From dd22ee65d36b54650e93aea716e22a973bb6b2a0 Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Mon, 4 Mar 2024 21:15:38 +0900 Subject: [PATCH 197/249] [feat] ELT YSD_GAME_CCU --- dags/elt/anal_ysd_game_ccu.py | 84 +++++++++++++++++++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 dags/elt/anal_ysd_game_ccu.py diff --git a/dags/elt/anal_ysd_game_ccu.py b/dags/elt/anal_ysd_game_ccu.py new file mode 100644 index 0000000..764659b --- /dev/null +++ b/dags/elt/anal_ysd_game_ccu.py @@ -0,0 +1,84 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_YSD_GAME_CCU 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_YSD_GAME_CCU; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_YSD_GAME_CCU") + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_YSD_GAME_CCU(GAME_NM, CCU_AVG, created_date) + SELECT + b.game_nm AS GAME_NM, + AVG(a.game_ccu) AS CCU_AVG, + current_date AS CREATED_DATE + FROM (SELECT GAME_ID, GAME_CCU + FROM external_raw_data.table_name_raw_game_ccu + WHERE CAST(collect_time AS timestamp) + BETWEEN GETDATE() - INTERVAL '1 day' + INTERVAL '6 hours' + AND GETDATE() + INTERVAL '6 hours') a + JOIN external_raw_data.game_info b + ON a.GAME_ID = b.GAME_ID + GROUP BY b.GAME_NM; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_YSD_GAME_CCU") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_Anal_YSD_GAME_CCU", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_ccu"], + schedule_interval="0 2 * * *", # 매일 11시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 85e31fabcb51460c6d0275d1442a535dee4216bd Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Mon, 4 Mar 2024 21:42:33 +0900 Subject: [PATCH 198/249] [feat] ELT ysd_game_rating --- dags/elt/anal_ysd_game_rating.py | 81 ++++++++++++++++++++++++++++++++ 1 file changed, 81 insertions(+) create mode 100644 dags/elt/anal_ysd_game_rating.py diff --git a/dags/elt/anal_ysd_game_rating.py b/dags/elt/anal_ysd_game_rating.py new file mode 100644 index 0000000..f0f25a2 --- /dev/null +++ b/dags/elt/anal_ysd_game_rating.py @@ -0,0 +1,81 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_YSD_GAME_CCU 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_YSD_GAME_RATING; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_YSD_GAME_RATING") + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_YSD_GAME_RATING(GAME_NM, POSITIVE_PERCENT, CREATED_DATE) + SELECT + b.game_nm AS GAME_NM, + (a.all_positive_percent)*0.05 AS POSITIVE_PERCENT, + current_date AS CREATED_DATE + FROM (SELECT game_id, all_positive_percent + FROM external_raw_data.table_name_raw_game_rating + WHERE collect_date = current_date) a + JOIN external_raw_data.game_info b + ON a.game_id = b.game_id ; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_YSD_GAME_RATING") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_YSD_GAME_RATING", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_rating"], + schedule_interval="0 2 * * *", # 매일 11시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 913b81e58f99893a90891c461f67f45ba4431fb8 Mon Sep 17 00:00:00 2001 From: poriz Date: Mon, 4 Mar 2024 22:36:28 +0900 Subject: [PATCH 199/249] [hotfix] live_viewer.py retries change, add timedelta sensor(wait30s) --- dags/glue/live_viewer.py | 24 +++++++----------------- 1 file changed, 7 insertions(+), 17 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 5d1657b..476562f 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -6,6 +6,7 @@ from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor +from airflow.sensors.time_delta_sensor import TimeDeltaSensor from jinja2 import Template @@ -38,7 +39,7 @@ def upload_rendered_script_to_s3( "owner": "airflow", "depends_on_past": False, "start_date": datetime(2024, 2, 26), - "retries": 0, + "retries": 1, "retry_delay": timedelta(minutes=5), }, tags=["glue", "streaming"], @@ -55,20 +56,6 @@ def upload_rendered_script_to_s3( day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour - # upload_script = PythonOperator( - # task_id="upload_script_to_s3", - # python_callable=upload_rendered_script_to_s3, - # op_kwargs={ - # "bucket_name": bucket_name, - # "aws_conn_id": "aws_conn_id", - # "template_s3_key": "source/script/live_viewer_template.py", - # "rendered_s3_key": "source/script/live_viewer_script.py", - # # into template - # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/year={year}/month={month}/day={day}/hour={hour}/", - # }, - # ) - run_glue_job = GlueJobOperator( task_id="run_glue_job", job_name="de-2-1_live_viewer", # when launch, plz clean&change glue jobs @@ -90,6 +77,9 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) + wait_30_seconds = TimeDeltaSensor( + task_id= 'wait_30_seconds', + delta=timedelta(seconds=30), + ) - -run_glue_job >> wait_for_job +run_glue_job >> wait_for_job >> wait_30_seconds From 7bb003802914b5f0c2431b7054deffdeb82bb3f8 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 00:10:41 +0900 Subject: [PATCH 200/249] [feat] add anal_broadcast.py, fix-live_viewer_script.py template(x) --- dags/elt/anal_broadcast.py | 120 +++++++++++++ ...ewer_template.py => live_viewer_script.py} | 167 +++++++++--------- 2 files changed, 205 insertions(+), 82 deletions(-) create mode 100644 dags/elt/anal_broadcast.py rename dataCollector/glue&athena/{live_viewer_template.py => live_viewer_script.py} (81%) diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py new file mode 100644 index 0000000..5c8bbee --- /dev/null +++ b/dags/elt/anal_broadcast.py @@ -0,0 +1,120 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_YSD_GAME_CCU 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_BROADCAST; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_BROADCAST") + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_BROADCAST(STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, AVG_VIEWER_NUM, BROADCAST_START_TIME, BROADCAST_END_TIME, GAME_DURATION, CREATED_DATE) + WITH ParsedData AS ( + SELECT *, live_collect_time::TIMESTAMPTZ AS parsed_time + FROM external_raw_data.table_name_raw_live_viewer + ), + RankedData AS( + SELECT + *, + LAG(parsed_time, 1) OVER ( + PARTITION BY streamer_id, broadcast_id, game_code + ORDER BY parsed_time + ) AS prev_timestamp + FROM ParsedData + ), + GroupedData AS( + SELECT *, + CASE + WHEN parsed_time - INTERVAL '5' MINUTE > prev_timestamp THEN 1 + ELSE 0 + END AS is_new_group, + COALESCE(NULLIF(game_code, ''), 'talk') AS normalized_game_code + FROM RankedData + ), + GroupIDs AS ( + SELECT *, + SUM(is_new_group) OVER ( + PARTITION BY streamer_id, broadcast_id, normalized_game_code + ORDER BY parsed_time + ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW + ) AS group_id, + normalized_game_code AS n_game_code + FROM GroupedData + ) + SELECT + s_info.streamer_nm AS STREAMER_NM, + g_ids.broadcast_id AS BROADCAST_ID, + COALESCE(g_info.game_nm,g_ids.n_game_code) AS GAME_NM, + g_ids.platform AS PLATFORM, + AVG(g_ids.viewer_num)::integer AS AVG_VIEWER_NUM, + MIN(g_ids.parsed_time) AS start_time, + MAX(g_ids.parsed_time) AS end_time, + (EXTRACT(EPOCH FROM MAX(g_ids.parsed_time)) - EXTRACT(EPOCH FROM MIN(g_ids.parsed_time))) / 60 AS GAME_DURATION, + CURRENT_DATE AS created_date + FROM GroupIDs AS g_ids + LEFT JOIN external_raw_data.streamer_info AS s_info ON s_info.streamer_id = g_ids.streamer_id + LEFT JOIN external_raw_data.game_info AS g_info + ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code + GROUP BY STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, g_ids.group_id, g_ids.n_game_code + ORDER BY STREAMER_NM, BROADCAST_ID, start_time; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_BROADCAST") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_BROADCAST", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_ccu"], + schedule_interval="0 2 * * *", # 매일 11시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() diff --git a/dataCollector/glue&athena/live_viewer_template.py b/dataCollector/glue&athena/live_viewer_script.py similarity index 81% rename from dataCollector/glue&athena/live_viewer_template.py rename to dataCollector/glue&athena/live_viewer_script.py index 73b3804..796c3d3 100644 --- a/dataCollector/glue&athena/live_viewer_template.py +++ b/dataCollector/glue&athena/live_viewer_script.py @@ -1,82 +1,85 @@ -## live_viewer glue script template - -import sys -from awsglue.transforms import * -from awsglue.utils import getResolvedOptions -from pyspark.context import SparkContext -from awsglue.context import GlueContext -from awsglue.job import Job -from pyspark.sql.functions import * -from awsglue.dynamicframe import DynamicFrame - -# SparkContext와 GlueContext 초기화 -sc = SparkContext() -glueContext = GlueContext(sc) -spark = glueContext.spark_session - -# Job 초기화 (Job Bookmark 활성화 포함) -job = Job(glueContext) -args = getResolvedOptions(sys.argv, ["JOB_NAME"]) -job.init(args["JOB_NAME"], args) - -# S3에서 데이터를 읽어오는 부분 -datasource = glueContext.create_dynamic_frame.from_options( - "s3", - {"paths": ["{{ input_path }}"], "recurse": True}, - format="json", - transformation_ctx="datasource", -) -# 데이터 가공 -datasource_df = datasource.toDF() - -chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) -afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) - -# chzzk_source.printSchema() -chzzk_df = chzzk_source.select( - col("col.streamer_id").alias("STREAMER_ID"), - col("col.content.liveID").alias("BROADCAST_ID"), - col("col.current_time").alias("LIVE_COLLECT_TIME"), - col("col.content.liveTitle").alias("BROADCAST_TITLE"), - col("col.content.liveCategoryValue").alias("GAME_CODE"), - col("col.content.concurrentUserCount").alias("VIEWER_NUM"), -) -# add platform -chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) -# chzzk_df.show() - -# afreeca_source.printSchema() -afreeca_df = afreeca_source.select( - col("col.streamer_id").alias("STREAMER_ID"), - col("col.live_status.BNO").alias("BROADCAST_ID"), - col("col.current_time").alias("LIVE_COLLECT_TIME"), - col("col.live_status.TITLE").alias("BROADCAST_TITLE"), - col("col.live_status.CATE").alias("GAME_CODE"), - col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), -) -afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) -# afreeca_df.show(truncate=False) - -result_df = chzzk_df.union(afreeca_df) - -# 스키마 정보를 로깅 -print("Schema Information:") -result_df.printSchema() - -# "PLATFORM" 컬럼을 기준으로 파티션을 구성 -partitioned_df = result_df.repartition("PLATFORM") - -# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 -partitioned_dynamic_frame = DynamicFrame.fromDF( - partitioned_df, glueContext, "partitioned_dynamic_frame" -) - - -# Parquet으로 변환하여 S3에 저장 -glueContext.write_dynamic_frame.from_options( - frame=partitioned_dynamic_frame, - connection_type="s3", - connection_options={"path": "{{ output_path }}"}, - format="parquet", - transformation_ctx="datasource", -) +## live_viewer glue script template + +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job +from pyspark.sql.functions import * +from awsglue.dynamicframe import DynamicFrame + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path']) +job.init(args["JOB_NAME"], args) + +input_path = args['input_path'] +output_path = args['output_path'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) +# 데이터 가공 +datasource_df = datasource.toDF() + +chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) +afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) + +# chzzk_source.printSchema() +chzzk_df = chzzk_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.content.liveID").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.content.liveTitle").alias("BROADCAST_TITLE"), + col("col.content.liveCategoryValue").alias("GAME_CODE"), + col("col.content.concurrentUserCount").alias("VIEWER_NUM"), +) +# add platform +chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) +# chzzk_df.show() + +# afreeca_source.printSchema() +afreeca_df = afreeca_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.live_status.BNO").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.live_status.TITLE").alias("BROADCAST_TITLE"), + col("col.live_status.CATE").alias("GAME_CODE"), + col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), +) +afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) +# afreeca_df.show(truncate=False) + +result_df = chzzk_df.union(afreeca_df) + +result_df = result_df.withColumn("GAME_CODE", when(col("GAME_CODE").isNull(), lit("talk")).otherwise(col("GAME_CODE"))) + +# 스키마 정보를 로깅 +print("Schema Information:") +result_df.printSchema() + +# "PLATFORM" 컬럼을 기준으로 파티션을 구성 +partitioned_df = result_df.repartition("PLATFORM") + +# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 +partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") + + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=partitioned_dynamic_frame, + connection_type="s3", + connection_options={"path": output_path}, + format="parquet", + transformation_ctx="datasource", +) \ No newline at end of file From fe9d71b9164090b8402f29fb8de2c9702a2e7235 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 00:12:52 +0900 Subject: [PATCH 201/249] [feat] script change --- .../glue&athena/live_viewer_script.py | 70 +++++++++++-------- 1 file changed, 41 insertions(+), 29 deletions(-) diff --git a/dataCollector/glue&athena/live_viewer_script.py b/dataCollector/glue&athena/live_viewer_script.py index 796c3d3..b968b34 100644 --- a/dataCollector/glue&athena/live_viewer_script.py +++ b/dataCollector/glue&athena/live_viewer_script.py @@ -8,6 +8,7 @@ from awsglue.job import Job from pyspark.sql.functions import * from awsglue.dynamicframe import DynamicFrame +from pyspark.sql.types import StructType, StructField, StringType, IntegerType, TimestampType # SparkContext와 GlueContext 초기화 sc = SparkContext() @@ -29,41 +30,52 @@ format="json", transformation_ctx="datasource", ) + +# 공통 스키마 정의 +common_schema = StructType([ + StructField("STREAMER_ID", StringType(), True), + StructField("BROADCAST_ID", StringType(), True), + StructField("LIVE_COLLECT_TIME", TimestampType(), True), + StructField("BROADCAST_TITLE", StringType(), True), + StructField("GAME_CODE", StringType(), True), + StructField("VIEWER_NUM", IntegerType(), True), + StructField("PLATFORM", StringType(), True), +]) + # 데이터 가공 datasource_df = datasource.toDF() +try: + chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) + # chzzk_source.printSchema() + chzzk_df = chzzk_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.content.liveID").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.content.liveTitle").alias("BROADCAST_TITLE"), + col("col.content.liveCategoryValue").alias("GAME_CODE"), + col("col.content.concurrentUserCount").alias("VIEWER_NUM"), + ) + chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) +except: + chzzk_df = spark.createDataFrame([],schema = common_schema) -chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) -afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) +try: + afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) + afreeca_df = afreeca_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.live_status.BNO").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.live_status.TITLE").alias("BROADCAST_TITLE"), + col("col.live_status.CATE").alias("GAME_CODE"), + col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), + ) + afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) +except: + afreeca_df = spark.createDataFrame([], schema=common_schema) -# chzzk_source.printSchema() -chzzk_df = chzzk_source.select( - col("col.streamer_id").alias("STREAMER_ID"), - col("col.content.liveID").alias("BROADCAST_ID"), - col("col.current_time").alias("LIVE_COLLECT_TIME"), - col("col.content.liveTitle").alias("BROADCAST_TITLE"), - col("col.content.liveCategoryValue").alias("GAME_CODE"), - col("col.content.concurrentUserCount").alias("VIEWER_NUM"), -) -# add platform -chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) -# chzzk_df.show() - -# afreeca_source.printSchema() -afreeca_df = afreeca_source.select( - col("col.streamer_id").alias("STREAMER_ID"), - col("col.live_status.BNO").alias("BROADCAST_ID"), - col("col.current_time").alias("LIVE_COLLECT_TIME"), - col("col.live_status.TITLE").alias("BROADCAST_TITLE"), - col("col.live_status.CATE").alias("GAME_CODE"), - col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), -) -afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) -# afreeca_df.show(truncate=False) result_df = chzzk_df.union(afreeca_df) -result_df = result_df.withColumn("GAME_CODE", when(col("GAME_CODE").isNull(), lit("talk")).otherwise(col("GAME_CODE"))) - # 스키마 정보를 로깅 print("Schema Information:") result_df.printSchema() @@ -82,4 +94,4 @@ connection_options={"path": output_path}, format="parquet", transformation_ctx="datasource", -) \ No newline at end of file +) From 3b96c214f2691107ebb63da18a0304f3a1057ced Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 00:22:36 +0900 Subject: [PATCH 202/249] [feat] script change add 19 filter --- dataCollector/glue&athena/live_viewer_script.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/dataCollector/glue&athena/live_viewer_script.py b/dataCollector/glue&athena/live_viewer_script.py index b968b34..4bfeb0f 100644 --- a/dataCollector/glue&athena/live_viewer_script.py +++ b/dataCollector/glue&athena/live_viewer_script.py @@ -46,8 +46,11 @@ datasource_df = datasource.toDF() try: chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) + + chz_filtered_source = chzzk_source.filter(col("col.content.adult") == 'false') + # chzzk_source.printSchema() - chzzk_df = chzzk_source.select( + chzzk_df = chz_filtered_source.select( col("col.streamer_id").alias("STREAMER_ID"), col("col.content.liveID").alias("BROADCAST_ID"), col("col.current_time").alias("LIVE_COLLECT_TIME"), @@ -61,7 +64,9 @@ try: afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) - afreeca_df = afreeca_source.select( + afc_filtered_source = afreeca_source.filter(col("col.broad_info.broad.broad_grade") < 19) + + afreeca_df = afc_filtered_source.select( col("col.streamer_id").alias("STREAMER_ID"), col("col.live_status.BNO").alias("BROADCAST_ID"), col("col.current_time").alias("LIVE_COLLECT_TIME"), From 7bcad641f7043d7489bb938962a352e189021580 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 00:37:10 +0900 Subject: [PATCH 203/249] [hotfix] 30->60s --- dags/glue/live_viewer.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 476562f..4d7ee39 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -77,9 +77,9 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) - wait_30_seconds = TimeDeltaSensor( + wait_60_seconds = TimeDeltaSensor( task_id= 'wait_30_seconds', - delta=timedelta(seconds=30), + delta=timedelta(seconds=60), ) -run_glue_job >> wait_for_job >> wait_30_seconds +run_glue_job >> wait_for_job >> wait_60_seconds From cf2e68da9e0a764a3a1a116b30b716649d54abb6 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 00:50:49 +0900 Subject: [PATCH 204/249] [hotfix] timedeltasensor -> sleep method --- dags/glue/live_viewer.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 4d7ee39..56524de 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -1,8 +1,9 @@ from datetime import datetime, timedelta +import time from airflow import DAG -# from airflow.operators.python import PythonOperator +from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -10,6 +11,8 @@ from jinja2 import Template +def sleep_for_60_seconds(): + time.sleep(60) def upload_rendered_script_to_s3( bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs @@ -77,9 +80,10 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) - wait_60_seconds = TimeDeltaSensor( - task_id= 'wait_30_seconds', - delta=timedelta(seconds=60), + sleep_task = PythonOperator( + task_id='sleep_for_60_seconds', + python_callable=sleep_for_60_seconds, + dag=dag, ) -run_glue_job >> wait_for_job >> wait_60_seconds +run_glue_job >> wait_for_job >> sleep_task From c0c54838b4d755fc8103e91d43e57d3f6d7dcfe1 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 01:03:38 +0900 Subject: [PATCH 205/249] [feat]: add crawler-operator to dag --- dags/glue/game_ccu.py | 38 ++++++++++++++++++++++---------------- 1 file changed, 22 insertions(+), 16 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 3588726..279f1bd 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -1,9 +1,11 @@ from datetime import datetime, timedelta from airflow import DAG +from airflow.models import Variable # from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -44,7 +46,7 @@ def upload_rendered_script_to_s3( max_active_runs=1, schedule_interval="5 * * * *", tags=["glue", "Game_CCU"], - catchup=True, + catchup=False, ) as dag: bucket_name = "de-2-1-bucket" @@ -54,20 +56,6 @@ def upload_rendered_script_to_s3( day = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul').hour }}" # before 1 hour - # upload_script = PythonOperator( - # task_id="upload_script_to_s3", - # python_callable=upload_rendered_script_to_s3, - # op_kwargs={ - # "bucket_name": bucket_name, - # "aws_conn_id": "aws_conn_id", - # "template_s3_key": "source/script/glue_game_ccu_template.py", - # "rendered_s3_key": "source/script/glue_game_ccu_script.py", - # # into template - # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", - # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/year={year}/month={month}/day={day}/hour={hour}/", - # }, - # ) - run_glue_job = GlueJobOperator( task_id="run_glue_job", job_name="de-2-1_game_ccu", @@ -90,5 +78,23 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) + glue_crawler_config = { + "Name": "de-2-1-raw_game_ccu", + "Role": Variable.get("glue_crawler_arn"), + "DatabaseName": "de_2_1_glue", + "Targets": { + "S3Targets": [ + { + "Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/" + } + ] + }, + } + + crawl_s3 = GlueCrawlerOperator( + task_id="crawl_s3", + config=glue_crawler_config, + aws_conn_id="aws_conn_id", + ) # upload_script >> run_glue_job >> wait_for_job -run_glue_job >> wait_for_job +run_glue_job >> wait_for_job >> crawl_s3 From 97d808203d2bcfad74d8567146e257dbb01368ea Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 01:09:20 +0900 Subject: [PATCH 206/249] [fix]: catchup false->true --- dags/glue/game_ccu.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 279f1bd..44c5884 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -46,7 +46,7 @@ def upload_rendered_script_to_s3( max_active_runs=1, schedule_interval="5 * * * *", tags=["glue", "Game_CCU"], - catchup=False, + catchup=True, ) as dag: bucket_name = "de-2-1-bucket" From 30e4640840b1c965f0609511848f3f20ebcb4930 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 01:55:14 +0900 Subject: [PATCH 207/249] [fix]: add variable and rename key --- dags/glue/game_ccu.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 44c5884..390f854 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -80,7 +80,7 @@ def upload_rendered_script_to_s3( glue_crawler_config = { "Name": "de-2-1-raw_game_ccu", - "Role": Variable.get("glue_crawler_arn"), + "Role": Variable.get("glue_crawler_arn_secret"), "DatabaseName": "de_2_1_glue", "Targets": { "S3Targets": [ From 942ae2df5e765f48c168fbca1b5ccdd0c6476045 Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 02:02:40 +0900 Subject: [PATCH 208/249] [fix]: fix variable part --- dags/glue/game_ccu.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 390f854..c26e8e0 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -77,10 +77,10 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) - + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") glue_crawler_config = { "Name": "de-2-1-raw_game_ccu", - "Role": Variable.get("glue_crawler_arn_secret"), + "Role": glue_crawler_arn, "DatabaseName": "de_2_1_glue", "Targets": { "S3Targets": [ From 6964eac1f7f4e1b0a472ae6381c90253e219fa5b Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 02:10:03 +0900 Subject: [PATCH 209/249] [feat]: modify test for not checking Variable --- tests/dags/test_dag_integrity.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/tests/dags/test_dag_integrity.py b/tests/dags/test_dag_integrity.py index 70e9163..b4b9b61 100644 --- a/tests/dags/test_dag_integrity.py +++ b/tests/dags/test_dag_integrity.py @@ -3,6 +3,7 @@ import glob import os import pytest +from unittest.mock import patch # from airflow.models import DAG from airflow.models.dagbag import DagBag @@ -21,11 +22,10 @@ def test_dag_integrity(dag_file): Args: dag_file (str): The path to a DAG file to be tested. """ - dag_bag = DagBag(dag_folder=os.path.dirname(dag_file), include_examples=False) + with patch("airflow.models.Variable.get", return_value="dummy_value"): + dag_bag = DagBag(dag_folder=os.path.dirname(dag_file), include_examples=False) + dag_bag.process_file(dag_file, only_if_updated=True) - dag_bag.process_file(dag_file, only_if_updated=True) - - # dag_id, dag in dag_bag.dags.items() - for dag_id, _ in dag_bag.dags.items(): - assert dag_id in dag_bag.dags, "DAG ID not found in dag_bag.dags" - assert not dag_bag.import_errors, "Import errors found in DagBag" + for dag_id, _ in dag_bag.dags.items(): + assert dag_id in dag_bag.dags, "DAG ID not found in dag_bag.dags" + assert not dag_bag.import_errors, "Import errors found in DagBag" From 67c11a4725fccc0565d395c31e9fdf67ea590bcb Mon Sep 17 00:00:00 2001 From: srlee056 Date: Tue, 5 Mar 2024 02:23:23 +0900 Subject: [PATCH 210/249] [hotfix]: fix s3 path of crawler --- dags/glue/game_ccu.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index c26e8e0..9d12d35 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -44,7 +44,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="5 * * * *", + schedule="5 * * * *", tags=["glue", "Game_CCU"], catchup=True, ) as dag: @@ -84,9 +84,7 @@ def upload_rendered_script_to_s3( "DatabaseName": "de_2_1_glue", "Targets": { "S3Targets": [ - { - "Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/" - } + {"Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_game_ccu/"} ] }, } From 699e869cd0f78ef4daaf44f82fc10e11bebfb424 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Tue, 5 Mar 2024 12:31:46 +0900 Subject: [PATCH 211/249] [feat]: Update crawler task to glue game_price dag --- dags/glue/game_price.py | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index a7d1836..23497a3 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -1,9 +1,11 @@ from datetime import datetime, timedelta from airflow import DAG +from airflow.models import Variable # from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -42,7 +44,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 16 * * *", # 한국시간 새벽 1시 + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 tags=["glue", "Game_Price"], catchup=True, ) as dag: @@ -91,6 +93,22 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") + glue_crawler_config = { + "Name": "de-2-1-raw_game_price", + "Role": glue_crawler_arn, + "DatabaseName": "de_2_1_glue", + "Targets": { + "S3Targets": [ + {"Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_game_price/"} + ] + }, + } + crawl_s3 = GlueCrawlerOperator( + task_id="crawl_s3", + config=glue_crawler_config, + aws_conn_id="aws_conn_id", + ) # upload_script >> run_glue_job >> wait_for_job -run_glue_job >> wait_for_job +run_glue_job >> wait_for_job >> crawl_s3 From 9da29898f5f3d167ad582c3e1c1b48095d7232fb Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Tue, 5 Mar 2024 12:34:11 +0900 Subject: [PATCH 212/249] [feat]: Update crawler task to glue game_rating dag --- dags/glue/game_price.py | 3 ++- dags/glue/game_rating.py | 42 +++++++++++++++++++++++----------------- 2 files changed, 26 insertions(+), 19 deletions(-) diff --git a/dags/glue/game_price.py b/dags/glue/game_price.py index 23497a3..d27201b 100644 --- a/dags/glue/game_price.py +++ b/dags/glue/game_price.py @@ -93,6 +93,7 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") glue_crawler_config = { "Name": "de-2-1-raw_game_price", @@ -110,5 +111,5 @@ def upload_rendered_script_to_s3( config=glue_crawler_config, aws_conn_id="aws_conn_id", ) -# upload_script >> run_glue_job >> wait_for_job + run_glue_job >> wait_for_job >> crawl_s3 diff --git a/dags/glue/game_rating.py b/dags/glue/game_rating.py index e76b49d..78781a0 100644 --- a/dags/glue/game_rating.py +++ b/dags/glue/game_rating.py @@ -1,9 +1,11 @@ from datetime import datetime, timedelta from airflow import DAG +from airflow.models import Variable # from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -42,7 +44,7 @@ def upload_rendered_script_to_s3( "retry_delay": timedelta(seconds=15), }, max_active_runs=1, - schedule_interval="0 16 * * *", # 한국시간 새벽 1시 + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 tags=["glue", "Game_Rating"], catchup=True, ) as dag: @@ -54,21 +56,6 @@ def upload_rendered_script_to_s3( day = "{{ data_interval_end.in_timezone('Asia/Seoul').day }}" hour = "{{ (data_interval_end - macros.timedelta(hours=1)).in_timezone('Asia/Seoul') }}" # before 1 hour - # upload_script = PythonOperator( - # task_id="upload_script_to_s3", - # python_callable=upload_rendered_script_to_s3, - # op_kwargs={ - # "bucket_name": bucket_name, - # "aws_conn_id": "aws_conn_id", - # "template_s3_key": "source/script/glue_game_rating_template.py", - # "rendered_s3_key": "source/script/glue_game_rating_script.py", - # # into template - # "input_path": f"s3://de-2-1-bucket/source/json/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/year={year}/month={month}/day={day}/", - # "collect_date": f"{year}-{month}-{day}", - # }, - # ) - run_glue_job = GlueJobOperator( task_id="run_glue_job", job_name="de-2-1_game_rating", @@ -92,5 +79,24 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) -# upload_script >> run_glue_job >> wait_for_job -run_glue_job >> wait_for_job + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") + glue_crawler_config = { + "Name": "de-2-1-raw_game_rating", + "Role": glue_crawler_arn, + "DatabaseName": "de_2_1_glue", + "Targets": { + "S3Targets": [ + { + "Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_game_rating/" + } + ] + }, + } + + crawl_s3 = GlueCrawlerOperator( + task_id="crawl_s3", + config=glue_crawler_config, + aws_conn_id="aws_conn_id", + ) + +run_glue_job >> wait_for_job >> crawl_s3 From 452a83e8d61fea2a00090883d7af9386fb691788 Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Tue, 5 Mar 2024 12:35:38 +0900 Subject: [PATCH 213/249] [feat]: Update crawler task to glue followers dag --- dags/glue/glue_followers.py | 36 +++++++++++++++++++++--------------- 1 file changed, 21 insertions(+), 15 deletions(-) diff --git a/dags/glue/glue_followers.py b/dags/glue/glue_followers.py index f4ec52f..75c7b06 100644 --- a/dags/glue/glue_followers.py +++ b/dags/glue/glue_followers.py @@ -1,9 +1,11 @@ from datetime import datetime, timedelta from airflow import DAG +from airflow.models import Variable # from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor @@ -43,7 +45,7 @@ def upload_rendered_script_to_s3( }, max_active_runs=1, tags=["glue", "streaming"], - schedule_interval="0 16 * * *", # 한국시간 새벽 1시 + schedule_interval="0 16 * * *", # 한국시간 새벽 1시 catchup=True, ) as dag: @@ -53,19 +55,6 @@ def upload_rendered_script_to_s3( month = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').month }}" day = "{{ (data_interval_end - macros.timedelta(days=1)).in_timezone('Asia/Seoul').day }}" - # upload_script = PythonOperator( - # task_id="upload_script_to_s3", - # python_callable=upload_rendered_script_to_s3, - # op_kwargs={ - # "bucket_name": bucket_name, - # "aws_conn_id": "aws_conn_id", - # "template_s3_key": "source/script/glue_followers_template.py", - # "rendered_s3_key": "source/script/glue_followers_script.py", - # "input_path": f"s3://de-2-1-bucket/source/json/table_name=followers/year={year}/month={month}/day={day}/", - # "output_path": f"s3://de-2-1-bucket/source/parquet/table_name=followers/year={year}/month={month}/day={day}/", - # }, - # ) - run_glue_job = GlueJobOperator( task_id="run_glue_job", job_name="de-2-1_followers", @@ -88,5 +77,22 @@ def upload_rendered_script_to_s3( aws_conn_id="aws_conn_id", ) + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") + glue_crawler_config = { + "Name": "de-2-1-followers", + "Role": glue_crawler_arn, + "DatabaseName": "de_2_1_glue", + "Targets": { + "S3Targets": [ + {"Path": "s3://de-2-1-bucket/source/parquet/table_name=followers/"} + ] + }, + } + + crawl_s3 = GlueCrawlerOperator( + task_id="crawl_s3", + config=glue_crawler_config, + aws_conn_id="aws_conn_id", + ) -run_glue_job >> wait_for_job +run_glue_job >> wait_for_job >> crawl_s3 From 76581454e1009b89c8f7f44bac14aaf68c71ad9d Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Tue, 5 Mar 2024 12:38:15 +0900 Subject: [PATCH 214/249] [feat]: Update crawler task to glue live_viewer dag --- dags/glue/live_viewer.py | 29 +++++++++++++++++++++++------ 1 file changed, 23 insertions(+), 6 deletions(-) diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index 476562f..3a7b2b0 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -1,12 +1,13 @@ from datetime import datetime, timedelta from airflow import DAG +from airflow.models import Variable # from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator +from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor -from airflow.sensors.time_delta_sensor import TimeDeltaSensor from jinja2 import Template @@ -45,7 +46,7 @@ def upload_rendered_script_to_s3( tags=["glue", "streaming"], schedule_interval="0 * * * *", catchup=True, - max_active_runs=1 + max_active_runs=1, ) as dag: bucket_name = "de-2-1-bucket" @@ -77,9 +78,25 @@ def upload_rendered_script_to_s3( run_id=run_glue_job.output, aws_conn_id="aws_conn_id", ) - wait_30_seconds = TimeDeltaSensor( - task_id= 'wait_30_seconds', - delta=timedelta(seconds=30), + + glue_crawler_arn = Variable.get("glue_crawler_arn_secret") + glue_crawler_config = { + "Name": "de-2-1-raw_live_viewer", + "Role": glue_crawler_arn, + "DatabaseName": "de_2_1_glue", + "Targets": { + "S3Targets": [ + { + "Path": "s3://de-2-1-bucket/source/parquet/table_name=raw_live_viewer/" + } + ] + }, + } + + crawl_s3 = GlueCrawlerOperator( + task_id="crawl_s3", + config=glue_crawler_config, + aws_conn_id="aws_conn_id", ) -run_glue_job >> wait_for_job >> wait_30_seconds +run_glue_job >> wait_for_job >> crawl_s3 From de86b075032e5e3c88c1a76dba8865b52a99196c Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 13:35:40 +0900 Subject: [PATCH 215/249] [feat] analytics table add --- dags/elt/anal_broadcast.py | 5 +- dags/elt/anal_week_broadcast_duration.py | 79 +++++++++++++++++++++++ dags/elt/anal_week_broadcast_freq.py | 80 ++++++++++++++++++++++++ 3 files changed, 162 insertions(+), 2 deletions(-) create mode 100644 dags/elt/anal_week_broadcast_duration.py create mode 100644 dags/elt/anal_week_broadcast_freq.py diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py index 5c8bbee..198ed27 100644 --- a/dags/elt/anal_broadcast.py +++ b/dags/elt/anal_broadcast.py @@ -81,6 +81,7 @@ def elt(): LEFT JOIN external_raw_data.streamer_info AS s_info ON s_info.streamer_id = g_ids.streamer_id LEFT JOIN external_raw_data.game_info AS g_info ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code + WHERE g_ids.broadcast_id IS NOT NULL AND g_ids.parsed_time::DATE - 1 >= (CURRENT_DATE - 8) GROUP BY STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, g_ids.group_id, g_ids.n_game_code ORDER BY STREAMER_NM, BROADCAST_ID, start_time; """ @@ -108,8 +109,8 @@ def elt(): dag_id="ELT_ANAL_BROADCAST", start_date=datetime(2024, 1, 1), catchup=False, - tags=["ELT", "analytics", "game_ccu"], - schedule_interval="0 2 * * *", # 매일 11시 + tags=["ELT", "analytics", "broadcast"], + schedule_interval="0 22 * * *", # 매일 11시 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), diff --git a/dags/elt/anal_week_broadcast_duration.py b/dags/elt/anal_week_broadcast_duration.py new file mode 100644 index 0000000..991833e --- /dev/null +++ b/dags/elt/anal_week_broadcast_duration.py @@ -0,0 +1,79 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.anal_week_game_viewer 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.anal_week_broadcast_duration; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.anal_week_broadcast_duration") + + # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 + sql = """ + INSERT INTO analytics.anal_week_broadcast_duration(GAME_NM, STREAMER_NM, BROADCAST_DURATION, CREATED_DATE) + select + game_nm AS GAME_NM, + streamer_nm AS STREAMER_NM, + SUM(game_duration) AS BROADCAST_DURATION, + current_date as created_date + from dev.analytics.anal_broadcast + group by 1,2; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.anal_week_broadcast_duration") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_Anal_Week_Broadcast_Duration", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "broadcast"], + schedule_interval="0 2 * * *", # 11:00(KST) + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() diff --git a/dags/elt/anal_week_broadcast_freq.py b/dags/elt/anal_week_broadcast_freq.py new file mode 100644 index 0000000..a167acb --- /dev/null +++ b/dags/elt/anal_week_broadcast_freq.py @@ -0,0 +1,80 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.anal_week_game_viewer 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.anal_week_broadcast_freq; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.anal_week_broadcast_freq") + + # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 + sql = """ + INSERT INTO analytics.anal_week_broadcast_freq(GAME_NM, STREAMER_NM, BROADCAST_FREQ, CREATED_DATE) + select + game_nm AS GAME_NM, + streamer_nm AS STREAMER_NM, + COUNT(distinct broadcast_id) AS BROADCAST_FREQ, + current_date as created_date + from dev.analytics.anal_broadcast + group by 1,2 + order by 4 DESC; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.anal_week_broadcast_freq") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_Anal_Week_Broadcast_Freq", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "broadcast"], + schedule_interval="0 2 * * *", # 11:00(KST) + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 5e60b005654f78c9fbcf9c5ec6751e6bbc1382ef Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 13:55:34 +0900 Subject: [PATCH 216/249] [feat] change analytics time --- dags/elt/anal_broadcast.py | 6 ++++-- dags/elt/anal_week_broadcast_duration.py | 2 +- dags/elt/anal_week_broadcast_freq.py | 2 +- dags/elt/anal_week_game_viewer.py | 2 +- 4 files changed, 7 insertions(+), 5 deletions(-) diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py index 198ed27..e707f09 100644 --- a/dags/elt/anal_broadcast.py +++ b/dags/elt/anal_broadcast.py @@ -81,7 +81,9 @@ def elt(): LEFT JOIN external_raw_data.streamer_info AS s_info ON s_info.streamer_id = g_ids.streamer_id LEFT JOIN external_raw_data.game_info AS g_info ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code - WHERE g_ids.broadcast_id IS NOT NULL AND g_ids.parsed_time::DATE - 1 >= (CURRENT_DATE - 8) + WHERE g_ids.broadcast_id IS NOT NULL + AND g_ids.parsed_time >= (CURRENT_DATE - INTERVAL '7 days' + INTERVAL '6 hours') + AND g_ids.parsed_time < (CURRENT_DATE + INTERVAL '6 hours') GROUP BY STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, g_ids.group_id, g_ids.n_game_code ORDER BY STREAMER_NM, BROADCAST_ID, start_time; """ @@ -110,7 +112,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "broadcast"], - schedule_interval="0 22 * * *", # 매일 11시 + schedule_interval="0 22 * * *", # 매일 07시 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), diff --git a/dags/elt/anal_week_broadcast_duration.py b/dags/elt/anal_week_broadcast_duration.py index 991833e..93fa2e2 100644 --- a/dags/elt/anal_week_broadcast_duration.py +++ b/dags/elt/anal_week_broadcast_duration.py @@ -68,7 +68,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "broadcast"], - schedule_interval="0 2 * * *", # 11:00(KST) + schedule_interval="0 23 * * *", # 08:00(KST) default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), diff --git a/dags/elt/anal_week_broadcast_freq.py b/dags/elt/anal_week_broadcast_freq.py index a167acb..6199732 100644 --- a/dags/elt/anal_week_broadcast_freq.py +++ b/dags/elt/anal_week_broadcast_freq.py @@ -69,7 +69,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "broadcast"], - schedule_interval="0 2 * * *", # 11:00(KST) + schedule_interval="0 23 * * *", # 08:00(KST) default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index 956e718..eb1dfdf 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -79,7 +79,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "game_viewer"], - schedule_interval="0 0 * * *", # 매일 자정 + schedule_interval="0 23 * * *", # 매일 08시 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), From 0fc08ec3306d6e73136450200e5727edf3b01644 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 13:59:10 +0900 Subject: [PATCH 217/249] [fix] hotfix DAG time schedule fix --- dags/elt/anal_week_game_viewer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index 956e718..c99786e 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -79,7 +79,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "game_viewer"], - schedule_interval="0 0 * * *", # 매일 자정 + schedule_interval="0 23 * * *", # 매일 자정 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), From 60e2cd937f598afc2e9eaa4438096e258423b39c Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Tue, 5 Mar 2024 14:03:32 +0900 Subject: [PATCH 218/249] [fix] edit analytics DAG schedule --- dags/elt/anal_ysd_game_ccu.py | 2 +- dags/elt/anal_ysd_game_rating.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/elt/anal_ysd_game_ccu.py b/dags/elt/anal_ysd_game_ccu.py index 764659b..5a11178 100644 --- a/dags/elt/anal_ysd_game_ccu.py +++ b/dags/elt/anal_ysd_game_ccu.py @@ -73,7 +73,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "game_ccu"], - schedule_interval="0 2 * * *", # 매일 11시 + schedule_interval="0 22 * * *", # 매일 7시 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), diff --git a/dags/elt/anal_ysd_game_rating.py b/dags/elt/anal_ysd_game_rating.py index f0f25a2..50cd80d 100644 --- a/dags/elt/anal_ysd_game_rating.py +++ b/dags/elt/anal_ysd_game_rating.py @@ -70,7 +70,7 @@ def elt(): start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "game_rating"], - schedule_interval="0 2 * * *", # 매일 11시 + schedule_interval="0 22 * * *", # 매일 7시 default_args={ "retries": 3, "retry_delay": timedelta(minutes=5), From ae99443e31438e12f9b9237080be404d48606a44 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 14:56:37 +0900 Subject: [PATCH 219/249] [hotfix] chzzk - requests --- dags/streaming/stream_data_raw.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/dags/streaming/stream_data_raw.py b/dags/streaming/stream_data_raw.py index a2833e1..fb12cb2 100644 --- a/dags/streaming/stream_data_raw.py +++ b/dags/streaming/stream_data_raw.py @@ -48,18 +48,21 @@ def get_s_list(**kwargs): def chzzk_raw(current_time, **kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] + headers = { + 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'} for s_id, id in chzzk_ids: res = requests.get( - f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail" - ) + f"https://api.chzzk.naver.com/service/v1/channels/{id}",headers=headers + ).json() - if res.status_code == 200: - live_data = res.json() + if res['content']['openLive'] != 'false': + live_data = requests.get( + f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail",headers=headers).json() if not live_data["content"]["liveId"]: time.sleep(5) live_data = requests.get( - f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail" + f"https://api.chzzk.naver.com/service/v2/channels/{id}/live-detail",headers=headers ).json() try: live = live_data["content"]["status"] From 52c31371272c7bd090ae3ffbe30adf0e8104d71d Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 15:15:13 +0900 Subject: [PATCH 220/249] [fix] fix anal_week_game_viewer --- dags/elt/anal_broadcast.py | 6 +-- dags/elt/anal_week_broadcast_duration.py | 6 ++- dags/elt/anal_week_broadcast_freq.py | 2 +- dags/elt/anal_week_game_viewer.py | 8 +-- dags/elt/anal_ysd_game_ccu.py | 2 +- dags/elt/anal_ysd_game_rating.py | 2 +- dags/game/game_price_to_s3.py | 2 +- dags/game/game_rating_to_s3.py | 2 +- dags/glue/live_viewer.py | 3 +- .../glue&athena/live_viewer_script.py | 50 ++++++++++++------- 10 files changed, 51 insertions(+), 32 deletions(-) diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py index e707f09..3b66490 100644 --- a/dags/elt/anal_broadcast.py +++ b/dags/elt/anal_broadcast.py @@ -40,7 +40,7 @@ def elt(): FROM external_raw_data.table_name_raw_live_viewer ), RankedData AS( - SELECT + SELECT *, LAG(parsed_time, 1) OVER ( PARTITION BY streamer_id, broadcast_id, game_code @@ -83,9 +83,9 @@ def elt(): ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code WHERE g_ids.broadcast_id IS NOT NULL AND g_ids.parsed_time >= (CURRENT_DATE - INTERVAL '7 days' + INTERVAL '6 hours') - AND g_ids.parsed_time < (CURRENT_DATE + INTERVAL '6 hours') + AND g_ids.parsed_time < (CURRENT_DATE + INTERVAL '6 hours') GROUP BY STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, g_ids.group_id, g_ids.n_game_code - ORDER BY STREAMER_NM, BROADCAST_ID, start_time; + ORDER BY STREAMER_NM, BROADCAST_ID, start_time; """ cur.execute(sql) print("Successfully inserted data into analytics.ANAL_BROADCAST") diff --git a/dags/elt/anal_week_broadcast_duration.py b/dags/elt/anal_week_broadcast_duration.py index 93fa2e2..76edda4 100644 --- a/dags/elt/anal_week_broadcast_duration.py +++ b/dags/elt/anal_week_broadcast_duration.py @@ -30,12 +30,14 @@ def elt(): DELETE FROM analytics.anal_week_broadcast_duration; """ cur.execute(sql) - print("Successfully deleted all data from analytics.anal_week_broadcast_duration") + print( + "Successfully deleted all data from analytics.anal_week_broadcast_duration" + ) # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 sql = """ INSERT INTO analytics.anal_week_broadcast_duration(GAME_NM, STREAMER_NM, BROADCAST_DURATION, CREATED_DATE) - select + select game_nm AS GAME_NM, streamer_nm AS STREAMER_NM, SUM(game_duration) AS BROADCAST_DURATION, diff --git a/dags/elt/anal_week_broadcast_freq.py b/dags/elt/anal_week_broadcast_freq.py index 6199732..9dce0df 100644 --- a/dags/elt/anal_week_broadcast_freq.py +++ b/dags/elt/anal_week_broadcast_freq.py @@ -35,7 +35,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 sql = """ INSERT INTO analytics.anal_week_broadcast_freq(GAME_NM, STREAMER_NM, BROADCAST_FREQ, CREATED_DATE) - select + select game_nm AS GAME_NM, streamer_nm AS STREAMER_NM, COUNT(distinct broadcast_id) AS BROADCAST_FREQ, diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index eb1dfdf..a0bc67d 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -35,19 +35,21 @@ def elt(): # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 sql = """ INSERT INTO analytics.anal_week_game_viewer - SELECT GAME_NM, CAST(HOUR AS INTEGER), si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_DATE(TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD'), 'YYYY-MM-DD') AS CREATED_DATE + SELECT GAME_NM, HOUR, si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD') AS CREATED_DATE FROM ( - SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id + SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, rlv.hour, rlv.streamer_id FROM external_raw_data.table_name_raw_live_viewer AS rlv INNER JOIN external_raw_data.game_info AS gi ON rlv.game_code = gi.chz_game_code + WHERE gi.chz_game_code <> '' UNION - SELECT gi.game_nm, rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id + SELECT gi.game_nm, rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, rlv.hour, rlv.streamer_id FROM external_raw_data.table_name_raw_live_viewer AS rlv INNER JOIN external_raw_data.game_info AS gi ON rlv.game_code = LPAD(gi.afc_game_code, LENGTH(gi.afc_game_code) + 3, '0') + WHERE gi.afc_game_code <> '' ) AS subquery INNER JOIN external_raw_data.streamer_info AS si ON subquery.streamer_id = si.streamer_id diff --git a/dags/elt/anal_ysd_game_ccu.py b/dags/elt/anal_ysd_game_ccu.py index 5a11178..990a1d1 100644 --- a/dags/elt/anal_ysd_game_ccu.py +++ b/dags/elt/anal_ysd_game_ccu.py @@ -41,7 +41,7 @@ def elt(): current_date AS CREATED_DATE FROM (SELECT GAME_ID, GAME_CCU FROM external_raw_data.table_name_raw_game_ccu - WHERE CAST(collect_time AS timestamp) + WHERE CAST(collect_time AS timestamp) BETWEEN GETDATE() - INTERVAL '1 day' + INTERVAL '6 hours' AND GETDATE() + INTERVAL '6 hours') a JOIN external_raw_data.game_info b diff --git a/dags/elt/anal_ysd_game_rating.py b/dags/elt/anal_ysd_game_rating.py index 50cd80d..a86c949 100644 --- a/dags/elt/anal_ysd_game_rating.py +++ b/dags/elt/anal_ysd_game_rating.py @@ -35,7 +35,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 sql = """ INSERT INTO analytics.ANAL_YSD_GAME_RATING(GAME_NM, POSITIVE_PERCENT, CREATED_DATE) - SELECT + SELECT b.game_nm AS GAME_NM, (a.all_positive_percent)*0.05 AS POSITIVE_PERCENT, current_date AS CREATED_DATE diff --git a/dags/game/game_price_to_s3.py b/dags/game/game_price_to_s3.py index 01e1c41..635c7e7 100644 --- a/dags/game/game_price_to_s3.py +++ b/dags/game/game_price_to_s3.py @@ -100,7 +100,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 + schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 default_args={ "retries": 3, "retry_delay": timedelta(seconds=15), diff --git a/dags/game/game_rating_to_s3.py b/dags/game/game_rating_to_s3.py index 04ecd01..803e77a 100644 --- a/dags/game/game_rating_to_s3.py +++ b/dags/game/game_rating_to_s3.py @@ -126,7 +126,7 @@ def save_to_json(data): start_date=datetime(2024, 1, 1), catchup=False, tags=["Steam_API"], - schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 + schedule_interval="10 15 * * *", # 한국시간 새벽 00시 10분 default_args={ "retries": 3, "retry_delay": timedelta(minutes=1), diff --git a/dags/glue/live_viewer.py b/dags/glue/live_viewer.py index a966cb9..c15b095 100644 --- a/dags/glue/live_viewer.py +++ b/dags/glue/live_viewer.py @@ -4,7 +4,6 @@ from airflow import DAG from airflow.models import Variable -from airflow.operators.python import PythonOperator from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook @@ -12,9 +11,11 @@ from jinja2 import Template + def sleep_for_60_seconds(): time.sleep(60) + def upload_rendered_script_to_s3( bucket_name, template_s3_key, rendered_s3_key, aws_conn_id, **kwargs ): diff --git a/dataCollector/glue&athena/live_viewer_script.py b/dataCollector/glue&athena/live_viewer_script.py index 4bfeb0f..a808ca2 100644 --- a/dataCollector/glue&athena/live_viewer_script.py +++ b/dataCollector/glue&athena/live_viewer_script.py @@ -8,7 +8,13 @@ from awsglue.job import Job from pyspark.sql.functions import * from awsglue.dynamicframe import DynamicFrame -from pyspark.sql.types import StructType, StructField, StringType, IntegerType, TimestampType +from pyspark.sql.types import ( + StructType, + StructField, + StringType, + IntegerType, + TimestampType, +) # SparkContext와 GlueContext 초기화 sc = SparkContext() @@ -17,11 +23,11 @@ # Job 초기화 (Job Bookmark 활성화 포함) job = Job(glueContext) -args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path']) +args = getResolvedOptions(sys.argv, ["JOB_NAME", "input_path", "output_path"]) job.init(args["JOB_NAME"], args) -input_path = args['input_path'] -output_path = args['output_path'] +input_path = args["input_path"] +output_path = args["output_path"] # S3에서 데이터를 읽어오는 부분 datasource = glueContext.create_dynamic_frame.from_options( @@ -32,22 +38,24 @@ ) # 공통 스키마 정의 -common_schema = StructType([ - StructField("STREAMER_ID", StringType(), True), - StructField("BROADCAST_ID", StringType(), True), - StructField("LIVE_COLLECT_TIME", TimestampType(), True), - StructField("BROADCAST_TITLE", StringType(), True), - StructField("GAME_CODE", StringType(), True), - StructField("VIEWER_NUM", IntegerType(), True), - StructField("PLATFORM", StringType(), True), -]) +common_schema = StructType( + [ + StructField("STREAMER_ID", StringType(), True), + StructField("BROADCAST_ID", StringType(), True), + StructField("LIVE_COLLECT_TIME", TimestampType(), True), + StructField("BROADCAST_TITLE", StringType(), True), + StructField("GAME_CODE", StringType(), True), + StructField("VIEWER_NUM", IntegerType(), True), + StructField("PLATFORM", StringType(), True), + ] +) # 데이터 가공 datasource_df = datasource.toDF() try: chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) - chz_filtered_source = chzzk_source.filter(col("col.content.adult") == 'false') + chz_filtered_source = chzzk_source.filter(col("col.content.adult") == "false") # chzzk_source.printSchema() chzzk_df = chz_filtered_source.select( @@ -60,11 +68,15 @@ ) chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) except: - chzzk_df = spark.createDataFrame([],schema = common_schema) + chzzk_df = spark.createDataFrame([], schema=common_schema) try: - afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) - afc_filtered_source = afreeca_source.filter(col("col.broad_info.broad.broad_grade") < 19) + afreeca_source = datasource_df.select("stream_data.afreeca").select( + explode("afreeca") + ) + afc_filtered_source = afreeca_source.filter( + col("col.broad_info.broad.broad_grade") < 19 + ) afreeca_df = afc_filtered_source.select( col("col.streamer_id").alias("STREAMER_ID"), @@ -89,7 +101,9 @@ partitioned_df = result_df.repartition("PLATFORM") # 파티션된 Spark DataFrame을 DynamicFrame으로 변환 -partitioned_dynamic_frame = DynamicFrame.fromDF(partitioned_df, glueContext, "partitioned_dynamic_frame") +partitioned_dynamic_frame = DynamicFrame.fromDF( + partitioned_df, glueContext, "partitioned_dynamic_frame" +) # Parquet으로 변환하여 S3에 저장 From fd50ca31b2206c39a8307a18360f15838b5af227 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 15:22:13 +0900 Subject: [PATCH 221/249] [fix] cast for column type --- dags/elt/anal_week_game_viewer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index a0bc67d..787dfbb 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -35,7 +35,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.anal_week_game_viewer 테이블에 삽입 sql = """ INSERT INTO analytics.anal_week_game_viewer - SELECT GAME_NM, HOUR, si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD') AS CREATED_DATE + SELECT GAME_NM, CAST(HOUR AS INTEGER), si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_DATE(TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD'), 'YYYY-MM-DD') AS CREATED_DATE FROM ( SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, rlv.hour, rlv.streamer_id FROM external_raw_data.table_name_raw_live_viewer AS rlv From 69e3f83e51a6816b8b9fbc33607c405fc9bc4665 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 15:28:19 +0900 Subject: [PATCH 222/249] [fix] fix DAG anal_week_game_viewer --- dags/elt/anal_week_game_viewer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index 787dfbb..15cec25 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -37,7 +37,7 @@ def elt(): INSERT INTO analytics.anal_week_game_viewer SELECT GAME_NM, CAST(HOUR AS INTEGER), si.streamer_nm as STREAMER_NM, AVG(viewer_num) AS VIEWER_AVG, TO_DATE(TO_CHAR(live_collect_time::DATE, 'YYYY-MM-DD'), 'YYYY-MM-DD') AS CREATED_DATE FROM ( - SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, rlv.hour, rlv.streamer_id + SELECT gi.game_nm ,rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id FROM external_raw_data.table_name_raw_live_viewer AS rlv INNER JOIN external_raw_data.game_info AS gi ON rlv.game_code = gi.chz_game_code @@ -45,7 +45,7 @@ def elt(): UNION - SELECT gi.game_nm, rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, rlv.hour, rlv.streamer_id + SELECT gi.game_nm, rlv.game_code, rlv.live_collect_time, rlv.viewer_num, rlv.year, rlv.month, rlv.day, CAST(rlv.hour AS INTEGER), rlv.streamer_id FROM external_raw_data.table_name_raw_live_viewer AS rlv INNER JOIN external_raw_data.game_info AS gi ON rlv.game_code = LPAD(gi.afc_game_code, LENGTH(gi.afc_game_code) + 3, '0') From b037fcdace52dccbe2d602dd043d2b031a779921 Mon Sep 17 00:00:00 2001 From: poriz Date: Tue, 5 Mar 2024 17:21:51 +0900 Subject: [PATCH 223/249] [hotfix] change_anal_broadcast --- dags/elt/anal_broadcast.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py index 3b66490..8465441 100644 --- a/dags/elt/anal_broadcast.py +++ b/dags/elt/anal_broadcast.py @@ -34,7 +34,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 sql = """ - INSERT INTO analytics.ANAL_BROADCAST(STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, AVG_VIEWER_NUM, BROADCAST_START_TIME, BROADCAST_END_TIME, GAME_DURATION, CREATED_DATE) + INSERT INTO analytics.ANAL_BROADCAST(STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, BROADCAST_TITLE, MAX_VIEWER_NUM, AVG_VIEWER_NUM, BROADCAST_START_TIME, BROADCAST_END_TIME, GAME_DURATION, CREATED_DATE) WITH ParsedData AS ( SELECT *, live_collect_time::TIMESTAMPTZ AS parsed_time FROM external_raw_data.table_name_raw_live_viewer @@ -72,6 +72,8 @@ def elt(): g_ids.broadcast_id AS BROADCAST_ID, COALESCE(g_info.game_nm,g_ids.n_game_code) AS GAME_NM, g_ids.platform AS PLATFORM, + MIN(g_ids.broadcast_title) AS BROADCAST_TITLE, + MAX(g_ids.viewer_num)::integer AS MAX_VIEWER_NUM, AVG(g_ids.viewer_num)::integer AS AVG_VIEWER_NUM, MIN(g_ids.parsed_time) AS start_time, MAX(g_ids.parsed_time) AS end_time, From fe4021a1d4cfa2aa92ac5139045554bf4afcbe11 Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Tue, 5 Mar 2024 17:25:45 +0900 Subject: [PATCH 224/249] [fix] ysd_game_rating to tdy_game_rating --- ...anal_ysd_game_rating.py => anal_tdy_game_rating.py} | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) rename dags/elt/{anal_ysd_game_rating.py => anal_tdy_game_rating.py} (89%) diff --git a/dags/elt/anal_ysd_game_rating.py b/dags/elt/anal_tdy_game_rating.py similarity index 89% rename from dags/elt/anal_ysd_game_rating.py rename to dags/elt/anal_tdy_game_rating.py index a86c949..2a97555 100644 --- a/dags/elt/anal_ysd_game_rating.py +++ b/dags/elt/anal_tdy_game_rating.py @@ -27,14 +27,14 @@ def elt(): # analytics.ANAL_YSD_GAME_CCU 테이블의 모든 데이터 삭제 sql = """ - DELETE FROM analytics.ANAL_YSD_GAME_RATING; + DELETE FROM analytics.ANAL_TDY_GAME_RATING; """ cur.execute(sql) - print("Successfully deleted all data from analytics.ANAL_YSD_GAME_RATING") + print("Successfully deleted all data from analytics.ANAL_TDY_GAME_RATING") # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 sql = """ - INSERT INTO analytics.ANAL_YSD_GAME_RATING(GAME_NM, POSITIVE_PERCENT, CREATED_DATE) + INSERT INTO analytics.ANAL_TDY_GAME_RATING(GAME_NM, POSITIVE_PERCENT, CREATED_DATE) SELECT b.game_nm AS GAME_NM, (a.all_positive_percent)*0.05 AS POSITIVE_PERCENT, @@ -46,7 +46,7 @@ def elt(): ON a.game_id = b.game_id ; """ cur.execute(sql) - print("Successfully inserted data into analytics.ANAL_YSD_GAME_RATING") + print("Successfully inserted data into analytics.ANAL_TDY_GAME_RATING") # 트랜잭션 commit conn.commit() @@ -66,7 +66,7 @@ def elt(): with DAG( - dag_id="ELT_ANAL_YSD_GAME_RATING", + dag_id="ELT_ANAL_TDY_GAME_RATING", start_date=datetime(2024, 1, 1), catchup=False, tags=["ELT", "analytics", "game_rating"], From 3f1a54631f658d35c867f214e4d84314b450b650 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 19:56:30 +0900 Subject: [PATCH 225/249] [feat] anal_game_price --- dags/elt/anal_game_price.py | 92 +++++++++++++++++++++++++++++++++++++ 1 file changed, 92 insertions(+) create mode 100644 dags/elt/anal_game_price.py diff --git a/dags/elt/anal_game_price.py b/dags/elt/anal_game_price.py new file mode 100644 index 0000000..1584f64 --- /dev/null +++ b/dags/elt/anal_game_price.py @@ -0,0 +1,92 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.anal_game_price 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.anal_game_price; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.anal_game_price") + + # SELECT 쿼리의 결과를 analytics.anal_game_price 테이블에 삽입 + sql = """ + INSERT INTO analytics.anal_game_price + WITH price_changes AS ( + SELECT + game_nm, + price, + collect_date, + current_price, + LAG(current_price) OVER (PARTITION BY game_nm ORDER BY collect_date) AS prev_price + FROM external_raw_data.table_name_raw_game_price tnrgp + JOIN external_raw_data.game_info gi + ON tnrgp.game_id = gi.game_id + GROUP BY collect_date, game_nm, price, current_price + ) + SELECT + game_nm, + collect_date as modified_date, + current_price + FROM price_changes + WHERE (current_price < price AND (prev_price = price OR prev_price IS NULL)) + OR (current_price = price AND prev_price < price) + ORDER BY game_nm, collect_date; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.anal_game_price") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_Anal_Game_Price", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_price"], + schedule_interval="0 22 * * *", # KST 07:00 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 0c50ff4a57db75e1a236f7796e602b24bb3d48d4 Mon Sep 17 00:00:00 2001 From: lyh Date: Tue, 5 Mar 2024 20:15:39 +0900 Subject: [PATCH 226/249] [fix] hotfix script fix --- dags/elt/anal_game_price.py | 2 +- dags/elt/anal_week_game_viewer.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/elt/anal_game_price.py b/dags/elt/anal_game_price.py index 1584f64..80d1af7 100644 --- a/dags/elt/anal_game_price.py +++ b/dags/elt/anal_game_price.py @@ -16,7 +16,7 @@ def connect_to_redshift(): @task def elt(): - # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + # Redshift에 연결 cur = connect_to_redshift() print("Successfully connected to Redshift") conn = cur.connection diff --git a/dags/elt/anal_week_game_viewer.py b/dags/elt/anal_week_game_viewer.py index 15cec25..e3bfd15 100644 --- a/dags/elt/anal_week_game_viewer.py +++ b/dags/elt/anal_week_game_viewer.py @@ -16,7 +16,7 @@ def connect_to_redshift(): @task def elt(): - # 1. GCE의 RDS의 GAME_INFO 테이블에서 게임 리스트 가져오기 + # # Redshift에 연결 cur = connect_to_redshift() print("Successfully connected to Redshift") conn = cur.connection From 830377d88faa96a2d66bb90c381b716c2a1e817a Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 6 Mar 2024 09:34:40 +0900 Subject: [PATCH 227/249] [hotfix] follower add header --- dags/streaming/follower.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index f7d7e55..2deecf9 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -48,9 +48,11 @@ def get_s_list(**kwargs): def chzzk_raw(current_time, **kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] + headers = { + 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'} for s_id, id in chzzk_ids: - res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}") + res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}",headers=headers) if res.status_code == 200: live_data = res.json() From 643eaf057c55d48254752cb7afacb7455ab9905c Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 6 Mar 2024 09:39:35 +0900 Subject: [PATCH 228/249] Revert "[hotfix] follower add header" This reverts commit 830377d88faa96a2d66bb90c381b716c2a1e817a. --- dags/streaming/follower.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index 2deecf9..f7d7e55 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -48,11 +48,9 @@ def get_s_list(**kwargs): def chzzk_raw(current_time, **kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] - headers = { - 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'} for s_id, id in chzzk_ids: - res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}",headers=headers) + res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}") if res.status_code == 200: live_data = res.json() From 4322a2bac30a74e537331bfac37d65b2cb16330c Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 6 Mar 2024 09:43:55 +0900 Subject: [PATCH 229/249] [hotfix] follower add header 2 --- dags/streaming/follower.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dags/streaming/follower.py b/dags/streaming/follower.py index f7d7e55..2deecf9 100644 --- a/dags/streaming/follower.py +++ b/dags/streaming/follower.py @@ -48,9 +48,11 @@ def get_s_list(**kwargs): def chzzk_raw(current_time, **kwargs): chzzk_ids = kwargs["ti"].xcom_pull(key="chzzk", task_ids="get_s_list_task") live_stream_data = [] + headers = { + 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'} for s_id, id in chzzk_ids: - res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}") + res = requests.get(f"https://api.chzzk.naver.com/service/v1/channels/{id}",headers=headers) if res.status_code == 200: live_data = res.json() From 15d2879d159162ab8c91fbfa437af671f16d36fd Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 6 Mar 2024 16:47:48 +0900 Subject: [PATCH 230/249] [feat] anal_broadcast_incremental --- dags/elt/anal_broadcast_incremental.py | 158 +++++++++++++++++++++++++ 1 file changed, 158 insertions(+) create mode 100644 dags/elt/anal_broadcast_incremental.py diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py new file mode 100644 index 0000000..7b666f6 --- /dev/null +++ b/dags/elt/anal_broadcast_incremental.py @@ -0,0 +1,158 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 + sql =""" + CREATE TEMP TABLE NewData AS + WITH ParsedData AS ( + SELECT *, live_collect_time::TIMESTAMPTZ AS parsed_time + FROM external_raw_data.table_name_raw_live_viewer + ), + RankedData AS ( + SELECT + *, + LAG(parsed_time, 1) OVER ( + PARTITION BY streamer_id, broadcast_id, game_code + ORDER BY parsed_time + ) AS prev_timestamp + FROM ParsedData + ), + GroupedData AS ( + SELECT *, + CASE + WHEN parsed_time - INTERVAL '5' MINUTE > prev_timestamp THEN 1 + ELSE 0 + END AS is_new_group, + COALESCE(NULLIF(game_code, ''), 'talk') AS normalized_game_code + FROM RankedData + ), + GroupIDs AS ( + SELECT *, + SUM(is_new_group) OVER ( + PARTITION BY streamer_id, broadcast_id, normalized_game_code + ORDER BY parsed_time + ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW + ) AS group_id, + normalized_game_code AS n_game_code + FROM GroupedData + ) + SELECT + s_info.streamer_nm AS streamer_nm, + g_ids.broadcast_id AS BROADCAST_ID, + MIN(g_ids.n_game_code) AS game_nm, + g_ids.platform, + MIN(g_ids.broadcast_title) AS broadcast_title, + MAX(g_ids.viewer_num)::integer AS max_viewer_num, + AVG(g_ids.viewer_num)::integer AS avg_viewer_num, + MIN(g_ids.parsed_time) AS broadcast_start_time, + MAX(g_ids.parsed_time) AS broadcast_end_time, + (EXTRACT(EPOCH FROM MAX(g_ids.parsed_time)) - EXTRACT(EPOCH FROM MIN(g_ids.parsed_time))) / 60 AS game_duration, + CURRENT_DATE AS created_date + FROM + GroupIDs AS g_ids + LEFT JOIN + external_raw_data.streamer_info AS s_info ON s_info.streamer_id = g_ids.streamer_id + LEFT JOIN + external_raw_data.game_info AS g_info ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code + WHERE + g_ids.broadcast_id IS NOT NULL + AND + g_ids.parsed_time > CURRENT_DATE - INTERVAL '1 day' + INTERVAL '6 hours' + AND + g_ids.parsed_time < CURRENT_DATE + INTERVAL '6 hours' + GROUP BY + streamer_nm, broadcast_id, game_nm, platform; + """ + cur.execute(sql) + print("make temp table") + + sql_insert = """ + INSERT INTO analytics.ANAL_BROADCAST ( + streamer_nm, + broadcast_id, + game_nm, + platform, + broadcast_title, + max_viewer_num, + avg_viewer_num, + broadcast_start_time, + broadcast_end_time, + game_duration, + created_date + ) + SELECT + streamer_nm, + broadcast_id, + game_nm, + platform, + broadcast_title, + max_viewer_num, + avg_viewer_num, + broadcast_start_time, + broadcast_end_time, + game_duration, + created_date + FROM + NewData; + """ + + # 데이터 삽입 실행 + cur.execute(sql_insert) + print("Successfully inserted new data into analytics.ANAL_BROADCAST") + + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_BROADCAST_I", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "broadcast","incre"], + schedule_interval="0 22 * * *", # 매일 07시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 862b088d0577e306368a57ee8beb4ed8b4dfae60 Mon Sep 17 00:00:00 2001 From: poriz Date: Wed, 6 Mar 2024 16:58:40 +0900 Subject: [PATCH 231/249] [feat] full-refresh_ all data --- dags/elt/anal_broadcast.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/dags/elt/anal_broadcast.py b/dags/elt/anal_broadcast.py index 8465441..1ec62e6 100644 --- a/dags/elt/anal_broadcast.py +++ b/dags/elt/anal_broadcast.py @@ -84,8 +84,6 @@ def elt(): LEFT JOIN external_raw_data.game_info AS g_info ON g_ids.n_game_code = g_info.chz_game_code OR LTRIM(g_ids.n_game_code, '0') = g_info.afc_game_code WHERE g_ids.broadcast_id IS NOT NULL - AND g_ids.parsed_time >= (CURRENT_DATE - INTERVAL '7 days' + INTERVAL '6 hours') - AND g_ids.parsed_time < (CURRENT_DATE + INTERVAL '6 hours') GROUP BY STREAMER_NM, BROADCAST_ID, GAME_NM, PLATFORM, g_ids.group_id, g_ids.n_game_code ORDER BY STREAMER_NM, BROADCAST_ID, start_time; """ From e08e7f6b86ee795248cb68ea5eaade9013d4158c Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 12:35:16 +0900 Subject: [PATCH 232/249] [feat] ELT rank table --- dags/elt/anal_streamer_count_rank.py | 91 +++++++++++++++++++++++++ dags/elt/anal_streamer_duration_rank.py | 91 +++++++++++++++++++++++++ 2 files changed, 182 insertions(+) create mode 100644 dags/elt/anal_streamer_count_rank.py create mode 100644 dags/elt/anal_streamer_duration_rank.py diff --git a/dags/elt/anal_streamer_count_rank.py b/dags/elt/anal_streamer_count_rank.py new file mode 100644 index 0000000..4a79d2b --- /dev/null +++ b/dags/elt/anal_streamer_count_rank.py @@ -0,0 +1,91 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_STREAMER_COUNT_RANK 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_STREAMER_COUNT_RANK; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_STREAMER_COUNT_RANK") + + # SELECT 쿼리의 결과를 analytics.ANAL_STREAMER_COUNT_RANK 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_STREAMER_COUNT_RANK(STEAMER_NM, GAME_NM, PLATFORM, COUNT_RANK, TOTAL_BROADCAST_COUNT, GAME_BANNER_URL, CREATED_DATE) + WITH DURATION_COUNT_TABLE AS ( + SELECT + streamer_nm, + game_nm, + platform, + ROW_NUMBER() OVER (PARTITION BY streamer_nm, platform ORDER BY COUNT(game_nm) DESC) as COUNT_RANK, + COUNT(game_nm) AS TOTAL_BROADCAST_COUNT + FROM analytics.anal_broadcast + WHERE game_nm NOT IN ('talk', '-', 'Virtual', '종합 게임') + GROUP BY 1, 2, 3 + ) + SELECT + rg.*, + gi.game_banner_url, + current_date AS CREATED_TIME + FROM DURATION_COUNT_TABLE rg + INNER JOIN external_raw_data.game_info gi + ON rg.game_nm=gi.game_nm + WHERE rg.COUNT_RANK < 4; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_STREAMER_COUNT_RANK") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_STREAMER_COUNT_RANK", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "streamer_count_rank"], + schedule_interval="0 23 * * *", # 매일 8시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() diff --git a/dags/elt/anal_streamer_duration_rank.py b/dags/elt/anal_streamer_duration_rank.py new file mode 100644 index 0000000..206134c --- /dev/null +++ b/dags/elt/anal_streamer_duration_rank.py @@ -0,0 +1,91 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_YSD_GAME_CCU 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_STREAMER_DURATION_RANK; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_STREAMER_DURATION_RANK") + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_STREAMER_DURATION_RANK(STEAMER_NM, GAME_NM, PLATFORM, DURATION_RANK, TOTAL_BROADCAST_DURATION, GAME_BANNER_URL, CREATED_DATE) + WITH DURATION_RANK_TABLE AS ( + SELECT + streamer_nm, + game_nm, + platform, + ROW_NUMBER() OVER (PARTITION BY streamer_nm, platform ORDER BY SUM(game_duration) DESC) as DURATION_RANK, + SUM(game_duration) AS TOTAL_BROADCAST_DURATION + FROM analytics.anal_broadcast + WHERE game_nm NOT IN ('talk', '-', 'Virtual', '종합 게임') + GROUP BY 1, 2, 3 + ) + SELECT + rg.*, + gi.game_banner_url, + current_date AS CREATED_TIME + FROM DURATION_RANK_TABLE rg + INNER JOIN external_raw_data.game_info gi + ON rg.game_nm=gi.game_nm + WHERE rg.DURATION_RANK < 4; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_STREAMER_DURATION_RANK") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_STREAMER_DURATION_RANK", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "duration_rank"], + schedule_interval="0 23 * * *", # 매일 8시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 8a2749db8a438fb6cb6db321bc4ab0c3b6261eda Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 13:30:22 +0900 Subject: [PATCH 233/249] [feat] ELT rader chart --- dags/elt/anal_streamer_game_rader.py | 85 ++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100644 dags/elt/anal_streamer_game_rader.py diff --git a/dags/elt/anal_streamer_game_rader.py b/dags/elt/anal_streamer_game_rader.py new file mode 100644 index 0000000..38bbb6c --- /dev/null +++ b/dags/elt/anal_streamer_game_rader.py @@ -0,0 +1,85 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # 1. reshift external_raw_data 스키마 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_STREAMER_GAME_RADER 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_STREAMER_GAME_RADER; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_STREAMER_GAME_RADER") + + # SELECT 쿼리의 결과를 analytics.ANAL_STREAMER_GAME_RADER 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_STREAMER_GAME_RADER(STEAMER_NM, GAME_NM, AVG_VIEWER_NUM, MAX_VIEWER_NUM, TOTAL_BROADCAST_COUNT, AVG_BROADCAST_DURATION, MAX_BROADCAST_DURATION, MIN_BROADCAST_DURATION, CREATED_DATE) + SELECT + streamer_nm, + game_nm, + AVG(avg_viewer_num) AS AVG_VIEWER_NUM, + MAX(max_viewer_num) AS MAX_VIEWER_NUM, + COUNT(broadcast_id) AS TOTAL_BROADCAST_COUNT, + AVG(game_duration) AS AVG_BROADCAST_DURATION, + MAX(game_duration) AS MAX_BROADCAST_DURATION, + MIN(game_duration) AS MIN_BROADCAST_DURATION, + current_date AS CREATED_TIME + FROM analytics.anal_broadcast + WHERE game_nm NOT IN ('talk', '-', 'Virtual', '종합 게임') + GROUP BY 1, 2; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_STREAMER_GAME_RADER") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_STREAMER_GAME_RADER", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "rader_chart"], + schedule_interval="0 23 * * *", # 매일 8시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From fa7000daf60758d28ed7b326078a988e7dc0f1d6 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 7 Mar 2024 13:53:49 +0900 Subject: [PATCH 234/249] [hotfix] game_code -> game_nm --- dags/elt/anal_broadcast_incremental.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py index 7b666f6..0467a19 100644 --- a/dags/elt/anal_broadcast_incremental.py +++ b/dags/elt/anal_broadcast_incremental.py @@ -63,7 +63,7 @@ def elt(): SELECT s_info.streamer_nm AS streamer_nm, g_ids.broadcast_id AS BROADCAST_ID, - MIN(g_ids.n_game_code) AS game_nm, + MIN(g_info.game_nm) AS game_nm, g_ids.platform, MIN(g_ids.broadcast_title) AS broadcast_title, MAX(g_ids.viewer_num)::integer AS max_viewer_num, From 0f898b27092b9f1d300a846769d2baa432b8f43d Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 7 Mar 2024 13:57:31 +0900 Subject: [PATCH 235/249] [hotfix] game_code -> game_nm & not null --- dags/elt/anal_broadcast_incremental.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py index 0467a19..741c1f8 100644 --- a/dags/elt/anal_broadcast_incremental.py +++ b/dags/elt/anal_broadcast_incremental.py @@ -63,7 +63,7 @@ def elt(): SELECT s_info.streamer_nm AS streamer_nm, g_ids.broadcast_id AS BROADCAST_ID, - MIN(g_info.game_nm) AS game_nm, + COALESCE(g_info.game_nm,g_ids.n_game_code) AS game_nm, g_ids.platform, MIN(g_ids.broadcast_title) AS broadcast_title, MAX(g_ids.viewer_num)::integer AS max_viewer_num, From 36f42b8be5a8e37f0c8e108ff31554562da31261 Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 7 Mar 2024 17:47:41 +0900 Subject: [PATCH 236/249] [feat] raw_data.raw_game_ccu incremental_update --- dags/game/game_raw_incre.py | 86 +++++++++++++++++++++++++++++++++++++ dags/glue/game_ccu.py | 13 ++++-- 2 files changed, 96 insertions(+), 3 deletions(-) create mode 100644 dags/game/game_raw_incre.py diff --git a/dags/game/game_raw_incre.py b/dags/game/game_raw_incre.py new file mode 100644 index 0000000..8689710 --- /dev/null +++ b/dags/game/game_raw_incre.py @@ -0,0 +1,86 @@ +from airflow import DAG +from airflow.operators.python_operator import PythonOperator +from airflow.providers.postgres.hooks.postgres import PostgresHook +from datetime import datetime, timedelta +import slack + +default_args = { + "owner": "airflow", + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, +} + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + return conn.cursor() + +def add_ccu(**kwargs): + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + conn.autocommit = False + + sql = """ + CREATE TEMP TABLE newCCU AS + SELECT * + FROM dev.external_raw_data.table_name_raw_game_ccu + WHERE collect_time > (SELECT MAX(collect_time) FROM dev.raw_data.raw_game_ccu); + """ + cur.execute(sql) + print("Make temp table newCCU") + + sql_insert = """ + INSERT INTO raw_data.raw_game_ccu( + game_id, + collect_time, + game_ccu, + year, + month, + day, + hour + ) + SELECT + game_id, + collect_time, + game_ccu, + year, + month, + day, + hour + FROM + newCCU; + """ + cur.execute(sql_insert) + print("Successfully inserted new data into raw_data.raw_game_ccu") + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + cur.close() + conn.close() + print("Connection to Redshift is closed") + +with DAG( + dag_id="raw_data_game_CCU_I", + start_date=datetime(2024, 3, 7), + catchup=False, + tags=["ETL", "raw_data", "GAME", "incre"], + schedule_interval=None, # 이 DAG는 명시적으로 트리거될 때만 실행되도록 설정됩니다. + default_args=default_args, +) as dag: + + add_ccu_task = PythonOperator( + task_id='add_ccu', + python_callable=add_ccu, + provide_context=True, + ) diff --git a/dags/glue/game_ccu.py b/dags/glue/game_ccu.py index 9d12d35..695a165 100644 --- a/dags/glue/game_ccu.py +++ b/dags/glue/game_ccu.py @@ -7,8 +7,10 @@ from airflow.providers.amazon.aws.operators.glue import GlueJobOperator from airflow.providers.amazon.aws.operators.glue_crawler import GlueCrawlerOperator from airflow.providers.amazon.aws.hooks.s3 import S3Hook - from airflow.providers.amazon.aws.sensors.glue import GlueJobSensor + +from airflow.operators.dagrun_operator import TriggerDagRunOperator + from jinja2 import Template @@ -46,7 +48,7 @@ def upload_rendered_script_to_s3( max_active_runs=1, schedule="5 * * * *", tags=["glue", "Game_CCU"], - catchup=True, + catchup=True, #check ) as dag: bucket_name = "de-2-1-bucket" @@ -94,5 +96,10 @@ def upload_rendered_script_to_s3( config=glue_crawler_config, aws_conn_id="aws_conn_id", ) + + trigger_dag = TriggerDagRunOperator( + task_id='trigger_dag', + trigger_dag_id='raw_data_game_CCU_I', # 여기에 트리거하려는 DAG의 ID를 입력하세요. + ) # upload_script >> run_glue_job >> wait_for_job -run_glue_job >> wait_for_job >> crawl_s3 +run_glue_job >> wait_for_job >> crawl_s3 >> trigger_dag From ff050b737a413b6a1c1f1aeed9fccc6d7a81dadd Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 17:51:24 +0900 Subject: [PATCH 237/249] [fix] steamer -> streamer --- dags/elt/anal_streamer_count_rank.py | 2 +- dags/elt/anal_streamer_duration_rank.py | 2 +- dags/elt/anal_streamer_game_rader.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/dags/elt/anal_streamer_count_rank.py b/dags/elt/anal_streamer_count_rank.py index 4a79d2b..4fd3815 100644 --- a/dags/elt/anal_streamer_count_rank.py +++ b/dags/elt/anal_streamer_count_rank.py @@ -34,7 +34,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.ANAL_STREAMER_COUNT_RANK 테이블에 삽입 sql = """ - INSERT INTO analytics.ANAL_STREAMER_COUNT_RANK(STEAMER_NM, GAME_NM, PLATFORM, COUNT_RANK, TOTAL_BROADCAST_COUNT, GAME_BANNER_URL, CREATED_DATE) + INSERT INTO analytics.ANAL_STREAMER_COUNT_RANK(STREAMER_NM, GAME_NM, PLATFORM, COUNT_RANK, TOTAL_BROADCAST_COUNT, GAME_BANNER_URL, CREATED_DATE) WITH DURATION_COUNT_TABLE AS ( SELECT streamer_nm, diff --git a/dags/elt/anal_streamer_duration_rank.py b/dags/elt/anal_streamer_duration_rank.py index 206134c..7a44b1c 100644 --- a/dags/elt/anal_streamer_duration_rank.py +++ b/dags/elt/anal_streamer_duration_rank.py @@ -34,7 +34,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_CCU 테이블에 삽입 sql = """ - INSERT INTO analytics.ANAL_STREAMER_DURATION_RANK(STEAMER_NM, GAME_NM, PLATFORM, DURATION_RANK, TOTAL_BROADCAST_DURATION, GAME_BANNER_URL, CREATED_DATE) + INSERT INTO analytics.ANAL_STREAMER_DURATION_RANK(STREAMER_NM, GAME_NM, PLATFORM, DURATION_RANK, TOTAL_BROADCAST_DURATION, GAME_BANNER_URL, CREATED_DATE) WITH DURATION_RANK_TABLE AS ( SELECT streamer_nm, diff --git a/dags/elt/anal_streamer_game_rader.py b/dags/elt/anal_streamer_game_rader.py index 38bbb6c..39cf7a8 100644 --- a/dags/elt/anal_streamer_game_rader.py +++ b/dags/elt/anal_streamer_game_rader.py @@ -34,7 +34,7 @@ def elt(): # SELECT 쿼리의 결과를 analytics.ANAL_STREAMER_GAME_RADER 테이블에 삽입 sql = """ - INSERT INTO analytics.ANAL_STREAMER_GAME_RADER(STEAMER_NM, GAME_NM, AVG_VIEWER_NUM, MAX_VIEWER_NUM, TOTAL_BROADCAST_COUNT, AVG_BROADCAST_DURATION, MAX_BROADCAST_DURATION, MIN_BROADCAST_DURATION, CREATED_DATE) + INSERT INTO analytics.ANAL_STREAMER_GAME_RADER(STREAMER_NM, GAME_NM, AVG_VIEWER_NUM, MAX_VIEWER_NUM, TOTAL_BROADCAST_COUNT, AVG_BROADCAST_DURATION, MAX_BROADCAST_DURATION, MIN_BROADCAST_DURATION, CREATED_DATE) SELECT streamer_nm, game_nm, From 4fe7f91d67360c1c1b8473d4b50c056234034e9d Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 17:55:21 +0900 Subject: [PATCH 238/249] [feat] ELT streamer follower --- dags/elt/anal_streamer_follower_info.py | 89 +++++++++++++++++++++++++ 1 file changed, 89 insertions(+) create mode 100644 dags/elt/anal_streamer_follower_info.py diff --git a/dags/elt/anal_streamer_follower_info.py b/dags/elt/anal_streamer_follower_info.py new file mode 100644 index 0000000..78875b3 --- /dev/null +++ b/dags/elt/anal_streamer_follower_info.py @@ -0,0 +1,89 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # # Redshift에 연결 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_STREAMER_FOLLOWER_INFO 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_STREAMER_FOLLOWER_INFO; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_STREAMER_FOLLOWER_INFO") + + # SELECT 쿼리의 결과를 analytics.ANAL_STREAMER_FOLLOWER_INFO 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_STREAMER_FOLLOWER_INFO (STREAMER_NM, CHZ_BANNER_URL, AFC_BANNER_URL, CHZ_FOLLOWER_NUM, AFC_FOLLOWER_NUM, CREATED_DATE) + WITH RankedRecords AS( + SELECT + *, + ROW_NUMBER() OVER (PARTITION BY streamer_id ORDER BY collect_time DESC) AS rn + from external_raw_data.table_name_followers + ) + SELECT + si.streamer_nm, + si.chz_banner_url, + si.afc_banner_url, + round(1.0*rr.chz_follower_num/10000,2) as chz_follower_num, + round(1.0*rr.afc_follower_num/10000,2) as afc_follower_num, + current_date AS CREATED_TIME + FROM RankedRecords rr + JOIN external_raw_data.streamer_info si + ON si.streamer_id = rr.streamer_id + where rr.rn=1; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_STREAMER_FOLLOWER_INFO") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_STREAMER_FOLLOWER_INFO", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "follower_info"], + schedule_interval="0 23 * * *", # 매일 08시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 4265708c41b0591f70ba1037b53dfa350e95e05a Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 19:01:32 +0900 Subject: [PATCH 239/249] [feat] ELT ysd game top5 --- dags/elt/anal_ysd_game_rank.py | 93 ++++++++++++++++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 dags/elt/anal_ysd_game_rank.py diff --git a/dags/elt/anal_ysd_game_rank.py b/dags/elt/anal_ysd_game_rank.py new file mode 100644 index 0000000..bc6042c --- /dev/null +++ b/dags/elt/anal_ysd_game_rank.py @@ -0,0 +1,93 @@ +from airflow import DAG +from airflow.decorators import task +from airflow.providers.postgres.hooks.postgres import PostgresHook + +from datetime import datetime, timedelta +import slack + + +def connect_to_redshift(): + db_hook = PostgresHook(postgres_conn_id="aws_redshift_conn_id") + conn = db_hook.get_conn() + conn.autocommit = True + + return conn.cursor() + + +@task +def elt(): + # # Redshift에 연결 + cur = connect_to_redshift() + print("Successfully connected to Redshift") + conn = cur.connection + + try: + # Start a new transaction + conn.autocommit = False + + # analytics.ANAL_YSD_GAME_RANK 테이블의 모든 데이터 삭제 + sql = """ + DELETE FROM analytics.ANAL_YSD_GAME_RANK; + """ + cur.execute(sql) + print("Successfully deleted all data from analytics.ANAL_YSD_GAME_RANK") + + # SELECT 쿼리의 결과를 analytics.ANAL_YSD_GAME_RANK 테이블에 삽입 + sql = """ + INSERT INTO analytics.ANAL_YSD_GAME_RANK(GAME_NM, GAME_BANNER_URL, TOTAL_VIEWER_AVG, CREATED_DATE) + SELECT + sq.game_nm AS GAME_NM, + gi.game_banner_url AS GAME_BANNER_URL, + sq.total_avg_viewer AS TOTAL_VIEWER_AVG, + current_date AS CREATED_TIME + FROM ( + SELECT + game_nm, + SUM(avg_viewer_num) AS total_avg_viewer + FROM + analytics.anal_broadcast + WHERE + game_nm NOT IN ('talk', '종합 게임') + AND broadcast_start_time >= CONVERT_TIMEZONE('Asia/Tokyo','UTC', (CURRENT_DATE - INTERVAL '18 hours')) + AND broadcast_start_time < CONVERT_TIMEZONE('Asia/Tokyo','UTC',(CURRENT_DATE + INTERVAL '6 hours')) + GROUP BY game_nm + ORDER BY total_avg_viewer DESC + ) AS sq + INNER JOIN external_raw_data.game_info gi ON sq.game_nm = gi.game_nm + ORDER BY sq.total_avg_viewer DESC + limit 5; + """ + cur.execute(sql) + print("Successfully inserted data into analytics.ANAL_YSD_GAME_RANK") + + # 트랜잭션 commit + conn.commit() + print("Successfully committed the transaction") + + except Exception as e: + # Rollback + print("Error occurred. Start to rollback", e) + conn.rollback() + raise + + finally: + # Close the cursor and connection + cur.close() + conn.close() + print("Connection to Redshift is closed") + + +with DAG( + dag_id="ELT_ANAL_YSD_GAME_RANK", + start_date=datetime(2024, 1, 1), + catchup=False, + tags=["ELT", "analytics", "game_rank"], + schedule_interval="0 23 * * *", # 매일 08시 + default_args={ + "retries": 3, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": slack.on_failure_callback, + }, +) as dag: + + elt() From 09934defa8da77d0bb6d30d17e3fef12c21f40f7 Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 20:56:53 +0900 Subject: [PATCH 240/249] [fix] fix rader chart SQL --- dags/elt/anal_streamer_game_rader.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dags/elt/anal_streamer_game_rader.py b/dags/elt/anal_streamer_game_rader.py index 39cf7a8..4515600 100644 --- a/dags/elt/anal_streamer_game_rader.py +++ b/dags/elt/anal_streamer_game_rader.py @@ -47,6 +47,7 @@ def elt(): current_date AS CREATED_TIME FROM analytics.anal_broadcast WHERE game_nm NOT IN ('talk', '-', 'Virtual', '종합 게임') + AND game_duration != 0 GROUP BY 1, 2; """ cur.execute(sql) From 7ed59af35c439f3dd94b271800c19f7f53c6ed9d Mon Sep 17 00:00:00 2001 From: danee <9356471@gmail.com> Date: Thu, 7 Mar 2024 23:08:51 +0900 Subject: [PATCH 241/249] [fix] rank table INNER -> LEFT JOIN --- dags/elt/anal_streamer_count_rank.py | 2 +- dags/elt/anal_streamer_duration_rank.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/elt/anal_streamer_count_rank.py b/dags/elt/anal_streamer_count_rank.py index 4fd3815..ee12fac 100644 --- a/dags/elt/anal_streamer_count_rank.py +++ b/dags/elt/anal_streamer_count_rank.py @@ -51,7 +51,7 @@ def elt(): gi.game_banner_url, current_date AS CREATED_TIME FROM DURATION_COUNT_TABLE rg - INNER JOIN external_raw_data.game_info gi + LEFT JOIN external_raw_data.game_info gi ON rg.game_nm=gi.game_nm WHERE rg.COUNT_RANK < 4; """ diff --git a/dags/elt/anal_streamer_duration_rank.py b/dags/elt/anal_streamer_duration_rank.py index 7a44b1c..0625da2 100644 --- a/dags/elt/anal_streamer_duration_rank.py +++ b/dags/elt/anal_streamer_duration_rank.py @@ -51,7 +51,7 @@ def elt(): gi.game_banner_url, current_date AS CREATED_TIME FROM DURATION_RANK_TABLE rg - INNER JOIN external_raw_data.game_info gi + LEFT JOIN external_raw_data.game_info gi ON rg.game_nm=gi.game_nm WHERE rg.DURATION_RANK < 4; """ From c368a3ead08a865485033708dbbfab3c69c12a40 Mon Sep 17 00:00:00 2001 From: poriz Date: Fri, 8 Mar 2024 09:47:32 +0900 Subject: [PATCH 242/249] [hotfix] n_game_code error --- dags/elt/anal_broadcast_incremental.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py index 741c1f8..9232797 100644 --- a/dags/elt/anal_broadcast_incremental.py +++ b/dags/elt/anal_broadcast_incremental.py @@ -63,7 +63,7 @@ def elt(): SELECT s_info.streamer_nm AS streamer_nm, g_ids.broadcast_id AS BROADCAST_ID, - COALESCE(g_info.game_nm,g_ids.n_game_code) AS game_nm, + COALESCE(g_info.game_nm,MAX(g_ids.n_game_code)) AS game_nm, g_ids.platform, MIN(g_ids.broadcast_title) AS broadcast_title, MAX(g_ids.viewer_num)::integer AS max_viewer_num, From e1d930811b920bb70b724ce0f8807f193f941b5d Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 9 Mar 2024 20:30:15 +0900 Subject: [PATCH 243/249] [hotfix] current_date tz change --- dags/elt/anal_broadcast_incremental.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py index 9232797..89ba9ce 100644 --- a/dags/elt/anal_broadcast_incremental.py +++ b/dags/elt/anal_broadcast_incremental.py @@ -81,9 +81,9 @@ def elt(): WHERE g_ids.broadcast_id IS NOT NULL AND - g_ids.parsed_time > CURRENT_DATE - INTERVAL '1 day' + INTERVAL '6 hours' + g_ids.parsed_time > (GETDATE() AT TIME ZONE 'Asia/Seoul')::date - INTERVAL '1 day' + INTERVAL '6 hours' AND - g_ids.parsed_time < CURRENT_DATE + INTERVAL '6 hours' + g_ids.parsed_time < (GETDATE() AT TIME ZONE 'Asia/Seoul')::date + INTERVAL '6 hours' GROUP BY streamer_nm, broadcast_id, game_nm, platform; """ From 12ae175bbd8e6a3c82c21b6a068991b75a347956 Mon Sep 17 00:00:00 2001 From: poriz Date: Sat, 9 Mar 2024 20:30:39 +0900 Subject: [PATCH 244/249] [hotfix] current_date tz change --- dags/elt/anal_broadcast_incremental.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/elt/anal_broadcast_incremental.py b/dags/elt/anal_broadcast_incremental.py index 89ba9ce..25368f2 100644 --- a/dags/elt/anal_broadcast_incremental.py +++ b/dags/elt/anal_broadcast_incremental.py @@ -71,7 +71,7 @@ def elt(): MIN(g_ids.parsed_time) AS broadcast_start_time, MAX(g_ids.parsed_time) AS broadcast_end_time, (EXTRACT(EPOCH FROM MAX(g_ids.parsed_time)) - EXTRACT(EPOCH FROM MIN(g_ids.parsed_time))) / 60 AS game_duration, - CURRENT_DATE AS created_date + (GETDATE() AT TIME ZONE 'Asia/Seoul')::date AS created_date FROM GroupIDs AS g_ids LEFT JOIN From 88c39d8ba91815daa01731643589ae2308488f4a Mon Sep 17 00:00:00 2001 From: poriz Date: Thu, 14 Mar 2024 09:25:57 +0900 Subject: [PATCH 245/249] [feat] add README.md & glue scripts --- README.md | 60 +++++++++++++- glue_scripts/de-2-1_followers.py | 88 ++++++++++++++++++++ glue_scripts/glue_game_ccu_script.py | 71 +++++++++++++++++ glue_scripts/glue_game_price_script.py | 88 ++++++++++++++++++++ glue_scripts/glue_game_rating_script.py | 63 +++++++++++++++ glue_scripts/live_viewer_script.py | 102 ++++++++++++++++++++++++ img/architecture.png | Bin 0 -> 229943 bytes img/dags.png | Bin 0 -> 198059 bytes img/dashboard1.png | Bin 0 -> 847848 bytes img/dashboard2.png | Bin 0 -> 395994 bytes img/dashboard3.png | Bin 0 -> 386105 bytes img/dataflow.png | Bin 0 -> 124915 bytes 12 files changed, 471 insertions(+), 1 deletion(-) create mode 100644 glue_scripts/de-2-1_followers.py create mode 100644 glue_scripts/glue_game_ccu_script.py create mode 100644 glue_scripts/glue_game_price_script.py create mode 100644 glue_scripts/glue_game_rating_script.py create mode 100644 glue_scripts/live_viewer_script.py create mode 100644 img/architecture.png create mode 100644 img/dags.png create mode 100644 img/dashboard1.png create mode 100644 img/dashboard2.png create mode 100644 img/dashboard3.png create mode 100644 img/dataflow.png diff --git a/README.md b/README.md index 39cdd0d..549401c 100644 --- a/README.md +++ b/README.md @@ -1 +1,59 @@ -- +# 스트리머의 게임 방송과 게임 흥행 사이의 관계 + +## 주제 +실시간으로 스트리머의 게임 방송 데이터를 수집하여 스트리머가 게임 흥행에 미치는 파급력을 확인 + +## 활용 데이터 +| source | data | link | +|-----------|---------------------------------------------------------|------| +| Chzzk | liveTitle, status, concurrentUserCount | https://chzzk.naver.com/ | +| AfreecaTV | broadcastNo, title, category, currentSumViewer | https://www.afreecatv.com/ | +| Steam | gameName, playerCount, discountPercent, positiveNum ... | https://partner.steamgames.com/doc/home | + + +## 활용 기술 및 프레임 워크 +| 분류 | 기술 | +| --- | --- | +| 사용 언어 (Programming Language) | Python, SQL | +| 클라우드 서비스 (Cloud Service) | GCP, AWS (Terraform) | +| 데이터 베이스 (Database) | AWS S3, AWS Redshift, AWS RDS(MySQL) | +| 프로세싱 (Data Processing) | Airflow, AWS Glue(Spark), AWS Athena, AWS Lambda | +| 시각화 (Visualization) | Grafana(dashboard service) | +| 협업 도구 (Collaborative Software) | GitHub, Notion, Slack | +![architecture](/img/architecture.png) + +## 프로젝트 보고서 +- https://poriz98.notion.site/f49a712bdfa547308bb8516e0c278b5e?pvs=4 + +## 프로젝트 세부 결과 +### Infra +- 시간과 추후 데이터 파이프라인의 규모를 고려하여, 제한된 리소스 내에서도 분산 환경을 고려한 Airflow 환경을 추가로 성공적으로 구축하였습니다. +### Dashboard +![home](/img/dashboard1.png) +![streamer](/img/dashboard2.png) +![game](/img/dashboard3.png) + +### 결론 +- 이 프로젝트는 스트리밍 플랫폼의 스트리머와 게임에 대한 실시간 통계를 제공하기 위해 효율적인 데이터 수집, 변환, 분석 인프라를 구축하였다. 이를 위해 AWS와 같은 클라우드 서비스를 활용하였고, Airflow, Redshift, Athena 등의 다양한 데이터 엔지니어링 도구를 사용하였다. +- 이 프로젝트를 통해 수집된 데이터는 스트리머의 활동 패턴, 게임의 인기도 및 시청자 수와 같은 다양한 요소를 파악하는 데 도움이 되며, 스트리밍 플랫폼의 현재 상황을 실시간으로 파악하고, 스트리밍 산업의 트렌드를 이해하는 데 기여할 수 있다. +- 데이터 분석 결과는 대시보드를 통해 시각화되어 제공되며, 스트리머, 게임, 전체 플랫폼에 대한 다양한 정보를 포함하고 있다. +사용자는 이 대시보드를 통해 스트리머와 게임의 동향을 쉽게 이해하고 분석할 수 있다. 이러한 정보는 플랫폼 운영자나 스트리머, 게임 제작사 등에게 유용한 인사이트를 제공하며, 비즈니스 전략 수립에 도움이 될 수 있다. + +## 개선점 & 회고 +- **Liked** 좋았던 점 + - 여러가지 AWS 리소스를 사용해보고, 익숙해질 수 있었다. + - 데이터 파이프라인을 자동화 하는 과정을 심도 있게 고민하고 여러가지 기술을 사용해서 구현에 성공한 것 + - 시간 및 리소스 제한을 고려하여 GCP를 사용하기로 빠르게 결정한 것 +- **Learned** 배운 점 + - 데이터 엔지니어링에 유효한 AWS 서비스들을 직접 사용해본 것 + - 데이터 처리 과정에 있어서 ERD 및 S3구조 등 사전 설계의 중요성 + - Github에 대한 여러가지 기능(Pull Request, Action, Issue, …) 사용 +- **Lacked** 부족했던 점 + - 코드 리뷰 및 리팩토링에 대해 고민하고 작성한 시간이 부족 + - raw data compaction에 대한 DAG 개발 미진행 + - 스트리머와 게임 데이터의 크기가 작아서 빅데이터 처리까지 진행 불가 +- **Longed for** 갈망했던 점 (하고 싶었으나 하지 못한 것) + - 사용 가능한 리소스가 너무 부족 + - Airflow 컴포넌트 분리 등, 필요한 개발 환경을 조성하는데 너무 많은 시간을 소요 + - 프로젝트에 취지에 맞는 실시간성 데이터를 확보하지 못함 + - 데브코스 과정에서 학습한 기술들을 전반적으로 복습 및 활용함과 동시에 실시간성을 갖춘 데이터를 찾기 힘들었음 \ No newline at end of file diff --git a/glue_scripts/de-2-1_followers.py b/glue_scripts/de-2-1_followers.py new file mode 100644 index 0000000..67017b2 --- /dev/null +++ b/glue_scripts/de-2-1_followers.py @@ -0,0 +1,88 @@ +## live_viewer glue script template + +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job +from pyspark.sql.functions import * +from awsglue.dynamicframe import DynamicFrame + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path']) +job.init(args["JOB_NAME"], args) + +input_path = args['input_path'] +output_path = args['output_path'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) +# 데이터 가공 +datasource_df = datasource.toDF() + +chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) +afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) + +# chzzk_source.printSchema() +chzzk_df = chzzk_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.current_time").alias("COLLECT_TIME_CHZZK"), + col("col.content.followerCount").alias("CHZ_FOLLOWER_NUM"), +) + +# afreeca_source.printSchema() +afreeca_df = afreeca_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.current_time").alias("COLLECT_TIME_AFREECA"), + col("col.broad_info.station.upd.fan_cnt").alias("AFC_FOLLOWER_NUM"), +) + +# Perform the outer join +result_df = chzzk_df.join(afreeca_df, on='STREAMER_ID', how='outer') + +# Use when() and otherwise() to select the appropriate COLLECT_TIME +result_df = result_df.withColumn( + "COLLECT_TIME", + when( + col("COLLECT_TIME_CHZZK") != "", col("COLLECT_TIME_CHZZK") + ).otherwise( + col("COLLECT_TIME_AFREECA") + ) +).select( + col("STREAMER_ID"), + col("COLLECT_TIME"), + col("CHZ_FOLLOWER_NUM"), + col("AFC_FOLLOWER_NUM") +) + + +# 스키마 정보를 로깅 +print("Schema Information:") +result_df.printSchema() + +coalesce_df = result_df.coalesce(1) + +# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 +dynamic_frame = DynamicFrame.fromDF(coalesce_df, glueContext, "dynamic_frame") + + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": output_path}, + format="parquet", + transformation_ctx="dynamic_frame", +) \ No newline at end of file diff --git a/glue_scripts/glue_game_ccu_script.py b/glue_scripts/glue_game_ccu_script.py new file mode 100644 index 0000000..c8da28a --- /dev/null +++ b/glue_scripts/glue_game_ccu_script.py @@ -0,0 +1,71 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import * +from pyspark.sql.types import StringType + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path']) +job.init(args['JOB_NAME'], args) + +input_path = args['input_path'] +output_path = args['output_path'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_ccu_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_ccu_datasource.select( + explode(game_ccu_datasource.raw_game_ccu).alias("raw_game_ccu"), + col("collect_time").alias("COLLECT_TIME"), +) + +df = df.select( + col("raw_game_ccu.game_id").cast("string").alias("GAME_ID"), + col("COLLECT_TIME"), + col("raw_game_ccu.player_count").alias("GAME_CCU"), +) + +# 한국 시간대로 타임존을 출력하기 위해 하드코딩. +# spark에 시간대를 지정하고 'Z'를 사용하는 방식도 존재함 +df = df.withColumn( + "COLLECT_TIME", + date_format( + to_timestamp("COLLECT_TIME", "yyyy-M-d H:m"), + "yyyy-MM-dd'T'HH:mm:ss'+09:00'" + ) +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": output_path}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() diff --git a/glue_scripts/glue_game_price_script.py b/glue_scripts/glue_game_price_script.py new file mode 100644 index 0000000..9e17a6a --- /dev/null +++ b/glue_scripts/glue_game_price_script.py @@ -0,0 +1,88 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import * +from pyspark.sql.types import StringType + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + + +def remove_krw(price): + if price is None: + return 0 + return int(price.replace("₩", "").replace(",", "").strip()) + + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path', 'collect_date']) +job.init(args['JOB_NAME'], args) + +input_path = args['input_path'] +output_path = args['output_path'] +collect_date = args['collect_date'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_price_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_price_datasource.select( + explode(game_price_datasource.raw_game_price).alias("raw_game_price") +) + +# 게임 가격을 전처리하는 udf 정의하기 +remove_krw_udf = udf(remove_krw, StringType()) + +# 이제 nested된 필드(key)들에 접근할 수 있음 +df = df.select( + col("raw_game_price.data.steam_appid").cast("string").alias("GAME_ID"), + to_date(lit(collect_date), "yyyy-M-d").alias("COLLECT_DATE"), + when(col("raw_game_price.data.price_overview").isNull(), 0) + .otherwise( + when( + col("raw_game_price.data.price_overview.final_formatted").isNull(), 0 + ).otherwise( + remove_krw_udf(col("raw_game_price.data.price_overview.final_formatted")).cast("int") + ) + ) + .alias("CURRENT_PRICE"), + when(col("raw_game_price.data.price_overview").isNull(), False) + .otherwise( + when( + col("raw_game_price.data.price_overview.discount_percent") == 0, False + ).otherwise(True) + ) + .alias("IS_DISCOUNT"), +) + + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": output_path}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() \ No newline at end of file diff --git a/glue_scripts/glue_game_rating_script.py b/glue_scripts/glue_game_rating_script.py new file mode 100644 index 0000000..c72f351 --- /dev/null +++ b/glue_scripts/glue_game_rating_script.py @@ -0,0 +1,63 @@ +import sys + +from pyspark.context import SparkContext +from pyspark.sql.functions import * + +from awsglue.context import GlueContext +from awsglue.dynamicframe import DynamicFrame +from awsglue.job import Job +from awsglue.utils import getResolvedOptions + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path', 'collect_date']) +job.init(args['JOB_NAME'], args) + +input_path = args['input_path'] +output_path = args['output_path'] +collect_date = args['collect_date'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 전처리를 위해 DF로 변환하기 +game_rating_datasource = datasource.toDF() + +# 최상위 레벨의 key를 중심으로 explode하기 +df = game_rating_datasource.select( + explode(game_rating_datasource.raw_game_rating).alias("raw_game_rating") +) + +df = df.select( + col("raw_game_rating.game_id").cast("string").alias("GAME_ID"), + to_date(lit(collect_date), "yyyy-M-d").alias("COLLECT_DATE"), + col("raw_game_rating.recent_positive_num").alias("RECENT_POSITIVE_NUM"), + col("raw_game_rating.recent_positive_percent").alias("RECENT_POSITIVE_PERCENT"), + col("raw_game_rating.all_positive_num").alias("ALL_POSITIVE_NUM"), + col("raw_game_rating.all_positive_percent").alias("ALL_POSITIVE_PERCENT"), +) + +dynamic_frame = DynamicFrame.fromDF(df, glueContext, "dynamic_frame") + +# Parquet으로 변환하여 S3에 저장 +glueContext.write_dynamic_frame.from_options( + frame=dynamic_frame, + connection_type="s3", + connection_options={"path": output_path}, + format="parquet", + transformation_ctx="dynamic_frame", +) + + +# Job Bookmark의 상태를 최종적으로 커밋 +job.commit() \ No newline at end of file diff --git a/glue_scripts/live_viewer_script.py b/glue_scripts/live_viewer_script.py new file mode 100644 index 0000000..a4e8e59 --- /dev/null +++ b/glue_scripts/live_viewer_script.py @@ -0,0 +1,102 @@ +## live_viewer glue script template + +import sys +from awsglue.transforms import * +from awsglue.utils import getResolvedOptions +from pyspark.context import SparkContext +from awsglue.context import GlueContext +from awsglue.job import Job +from pyspark.sql.functions import * +from awsglue.dynamicframe import DynamicFrame +from pyspark.sql.types import StructType, StructField, StringType, IntegerType, TimestampType + +# SparkContext와 GlueContext 초기화 +sc = SparkContext() +glueContext = GlueContext(sc) +spark = glueContext.spark_session + +# Job 초기화 (Job Bookmark 활성화 포함) +job = Job(glueContext) +args = getResolvedOptions(sys.argv, ['JOB_NAME', 'input_path', 'output_path']) +job.init(args["JOB_NAME"], args) + +input_path = args['input_path'] +output_path = args['output_path'] + +# S3에서 데이터를 읽어오는 부분 +datasource = glueContext.create_dynamic_frame.from_options( + "s3", + {"paths": [input_path], "recurse": True}, + format="json", + transformation_ctx="datasource", +) + +# 공통 스키마 정의 +common_schema = StructType([ + StructField("STREAMER_ID", StringType(), True), + StructField("BROADCAST_ID", StringType(), True), + StructField("LIVE_COLLECT_TIME", TimestampType(), True), + StructField("BROADCAST_TITLE", StringType(), True), + StructField("GAME_CODE", StringType(), True), + StructField("VIEWER_NUM", IntegerType(), True), + StructField("PLATFORM", StringType(), True), +]) + +# 데이터 가공 +datasource_df = datasource.toDF() +try: + chzzk_source = datasource_df.select("stream_data.chzzk").select(explode("chzzk")) + + chz_filtered_source = chzzk_source.filter(col("col.content.adult") == 'false') + + # chzzk_source.printSchema() + chzzk_df = chz_filtered_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.content.liveID").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.content.liveTitle").alias("BROADCAST_TITLE"), + col("col.content.liveCategoryValue").alias("GAME_CODE"), + col("col.content.concurrentUserCount").alias("VIEWER_NUM"), + ) + chzzk_df = chzzk_df.withColumn("PLATFORM", lit("chzzk")) +except: + chzzk_df = spark.createDataFrame([],schema = common_schema) + +try: + afreeca_source = datasource_df.select("stream_data.afreeca").select(explode("afreeca")) + afc_filtered_source = afreeca_source.filter(col("col.broad_info.broad.broad_grade") < 19) + + afreeca_df = afc_filtered_source.select( + col("col.streamer_id").alias("STREAMER_ID"), + col("col.live_status.BNO").alias("BROADCAST_ID"), + col("col.current_time").alias("LIVE_COLLECT_TIME"), + col("col.live_status.TITLE").alias("BROADCAST_TITLE"), + col("col.live_status.CATE").alias("GAME_CODE"), + col("col.broad_info.broad.current_sum_viewer").alias("VIEWER_NUM"), + ) + afreeca_df = afreeca_df.withColumn("PLATFORM", lit("afreeca")) +except: + afreeca_df = spark.createDataFrame([], schema=common_schema) + + +result_df = chzzk_df.union(afreeca_df) + +# 스키마 정보를 로깅 +print("Schema Information:") +result_df.printSchema() + +# "PLATFORM" 컬럼을 기준으로 파티션을 구성 +partitioned_df = result_df.repartition("PLATFORM") + +# 파티션된 Spark DataFrame을 DynamicFrame으로 변환 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-20,6 +20,7 @@ | 프로세싱 (Data Processing) | Airflow, AWS Glue(Spark), AWS Athena, AWS Lambda | | 시각화 (Visualization) | Grafana(dashboard service) | | 협업 도구 (Collaborative Software) | GitHub, Notion, Slack | + ![architecture](/img/architecture.png) ## 프로젝트 보고서 @@ -56,4 +57,4 @@ - 사용 가능한 리소스가 너무 부족 - Airflow 컴포넌트 분리 등, 필요한 개발 환경을 조성하는데 너무 많은 시간을 소요 - 프로젝트에 취지에 맞는 실시간성 데이터를 확보하지 못함 - - 데브코스 과정에서 학습한 기술들을 전반적으로 복습 및 활용함과 동시에 실시간성을 갖춘 데이터를 찾기 힘들었음 \ No newline at end of file + - 데브코스 과정에서 학습한 기술들을 전반적으로 복습 및 활용함과 동시에 실시간성을 갖춘 데이터를 찾기 힘들었음 From e1c26654b382a9082b19bab7f37193fd9cceb4ed Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Thu, 14 Mar 2024 09:30:21 +0900 Subject: [PATCH 247/249] images for readme --- img/AWS Lambda.svg | 1 + img/AWS.svg | 1 + img/Amazon AWS.svg | 1 + img/Amazon RDS.svg | 1 + img/Amazon Redshift.svg | 1 + img/Amazon S3.svg | 1 + img/Apache Airflow.svg | 1 + img/Apache Spark.svg | 1 + img/GCP.svg | 1 + img/Google Cloud Platform.svg | 1 + img/Notion.svg | 1 + img/Slack.svg | 1 + img/github.svg | 1 + img/grafana.svg | 1 + img/python-3.11.svg | 1 + 15 files changed, 15 insertions(+) create mode 100644 img/AWS Lambda.svg create mode 100644 img/AWS.svg create mode 100644 img/Amazon AWS.svg create mode 100644 img/Amazon RDS.svg create mode 100644 img/Amazon Redshift.svg create mode 100644 img/Amazon S3.svg create mode 100644 img/Apache Airflow.svg create mode 100644 img/Apache Spark.svg create mode 100644 img/GCP.svg create mode 100644 img/Google Cloud Platform.svg create mode 100644 img/Notion.svg create mode 100644 img/Slack.svg create mode 100644 img/github.svg create mode 100644 img/grafana.svg create mode 100644 img/python-3.11.svg diff --git a/img/AWS Lambda.svg b/img/AWS Lambda.svg new file mode 100644 index 0000000..fb6d27a --- /dev/null +++ b/img/AWS Lambda.svg @@ -0,0 +1 @@ +AWS LambdaAWS Lambda \ No newline at end of file diff --git a/img/AWS.svg b/img/AWS.svg new file mode 100644 index 0000000..e345725 --- /dev/null +++ b/img/AWS.svg @@ -0,0 +1 @@ +AWSAWS \ No newline at end of file diff --git a/img/Amazon AWS.svg b/img/Amazon AWS.svg new file mode 100644 index 0000000..253f5de --- /dev/null +++ b/img/Amazon AWS.svg @@ -0,0 +1 @@ +Amazon AWSAmazon AWS \ No newline at end of file diff --git a/img/Amazon RDS.svg b/img/Amazon RDS.svg new file mode 100644 index 0000000..5c572a2 --- /dev/null +++ b/img/Amazon RDS.svg @@ -0,0 +1 @@ +Amazon RDSAmazon RDS \ No newline at end of file diff --git a/img/Amazon Redshift.svg b/img/Amazon Redshift.svg new file mode 100644 index 0000000..6743dd1 --- /dev/null +++ b/img/Amazon Redshift.svg @@ -0,0 +1 @@ +Amazon RedshiftAmazon Redshift \ No newline at end of file diff --git a/img/Amazon S3.svg b/img/Amazon S3.svg new file mode 100644 index 0000000..5276526 --- /dev/null +++ b/img/Amazon S3.svg @@ -0,0 +1 @@ +Amazon S3Amazon S3 \ No newline at end of file diff --git a/img/Apache Airflow.svg b/img/Apache Airflow.svg new file mode 100644 index 0000000..1d73971 --- /dev/null +++ b/img/Apache Airflow.svg @@ -0,0 +1 @@ +Apache Airflow: 2.7.2Apache Airflow2.7.2 \ No newline at end of file diff --git a/img/Apache Spark.svg b/img/Apache Spark.svg new file mode 100644 index 0000000..716c034 --- /dev/null +++ b/img/Apache Spark.svg @@ -0,0 +1 @@ +Apache SparkApache Spark \ No newline at end of file diff --git a/img/GCP.svg b/img/GCP.svg new file mode 100644 index 0000000..ff2c049 --- /dev/null +++ b/img/GCP.svg @@ -0,0 +1 @@ +GCPGCP \ No newline at end of file diff --git a/img/Google Cloud Platform.svg b/img/Google Cloud Platform.svg new file mode 100644 index 0000000..f66b785 --- /dev/null +++ b/img/Google Cloud Platform.svg @@ -0,0 +1 @@ +Google Cloud PlatformGoogle Cloud Platform \ No newline at end of file diff --git a/img/Notion.svg b/img/Notion.svg new file mode 100644 index 0000000..e0c7cf0 --- /dev/null +++ b/img/Notion.svg @@ -0,0 +1 @@ +NotionNotion \ No newline at end of file diff --git a/img/Slack.svg b/img/Slack.svg new file mode 100644 index 0000000..ba867ed --- /dev/null +++ b/img/Slack.svg @@ -0,0 +1 @@ +SlackSlack \ No newline at end of file diff --git a/img/github.svg b/img/github.svg new file mode 100644 index 0000000..b2957b1 --- /dev/null +++ b/img/github.svg @@ -0,0 +1 @@ +GitHubGitHub \ No newline at end of file diff --git a/img/grafana.svg b/img/grafana.svg new file mode 100644 index 0000000..23ece54 --- /dev/null +++ b/img/grafana.svg @@ -0,0 +1 @@ +Grafana: 10.3.3Grafana10.3.3 \ No newline at end of file diff --git a/img/python-3.11.svg b/img/python-3.11.svg new file mode 100644 index 0000000..612fdbf --- /dev/null +++ b/img/python-3.11.svg @@ -0,0 +1 @@ +Python: 3.11Python3.11 \ No newline at end of file From 5529bf2daea9c4759e5b3b44b09f66c1c32a2bbf Mon Sep 17 00:00:00 2001 From: Lee Sarah Date: Thu, 14 Mar 2024 09:47:33 +0900 Subject: [PATCH 248/249] images for readme --- img/Amazon Athena.svg | 1 + img/Amazon Glue.svg | 1 + img/MySQL.svg | 1 + img/Terraform.svg | 1 + 4 files changed, 4 insertions(+) create mode 100644 img/Amazon Athena.svg create mode 100644 img/Amazon Glue.svg create mode 100644 img/MySQL.svg create mode 100644 img/Terraform.svg diff --git a/img/Amazon Athena.svg b/img/Amazon Athena.svg new file mode 100644 index 0000000..70ca648 --- /dev/null +++ b/img/Amazon Athena.svg @@ -0,0 +1 @@ +Amazon AthenaAmazon Athena \ No newline at end of file diff --git a/img/Amazon Glue.svg b/img/Amazon Glue.svg new file mode 100644 index 0000000..6016b35 --- /dev/null +++ b/img/Amazon Glue.svg @@ -0,0 +1 @@ +Amazon GlueAmazon Glue \ No newline at end of file diff --git a/img/MySQL.svg b/img/MySQL.svg new file mode 100644 index 0000000..e71cc21 --- /dev/null +++ b/img/MySQL.svg @@ -0,0 +1 @@ +MySQLMySQL \ No newline at end of file diff --git a/img/Terraform.svg b/img/Terraform.svg new file mode 100644 index 0000000..0cc2465 --- /dev/null +++ b/img/Terraform.svg @@ -0,0 +1 @@ +TerraformTerraform \ No newline at end of file From d437ea8fba31ca350de879372fac7d03dfcfa4b5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=EC=9D=B4=EC=84=9C=EB=A6=BC?= <40015447+srlee056@users.noreply.github.com> Date: Thu, 14 Mar 2024 09:52:30 +0900 Subject: [PATCH 249/249] Update README.md --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index dc46460..64a5c80 100644 --- a/README.md +++ b/README.md @@ -14,12 +14,12 @@ ## 활용 기술 및 프레임 워크 | 분류 | 기술 | | --- | --- | -| 사용 언어 (Programming Language) | Python, SQL | -| 클라우드 서비스 (Cloud Service) | GCP, AWS (Terraform) | -| 데이터 베이스 (Database) | AWS S3, AWS Redshift, AWS RDS(MySQL) | -| 프로세싱 (Data Processing) | Airflow, AWS Glue(Spark), AWS Athena, AWS Lambda | -| 시각화 (Visualization) | Grafana(dashboard service) | -| 협업 도구 (Collaborative Software) | GitHub, Notion, Slack | +| 사용 언어 (Programming Language) | ![Python](/img/python-3.11.svg) ![SQL](/img/MySQL.svg) | +| 클라우드 서비스 (Cloud Service) | ![GCP](/img/GCP.svg) ![AWS](/img/AWS.svg) ![Terraform](/img/Terraform.svg) | +| 데이터 베이스 (Database) | ![AWS S3](/img/Amazon%20S3.svg) ![AWS Redshift](/img/Amazon%20Redshift.svg) ![AWS RDS(MySQL)](/img/Amazon%20RDS.svg)| +| 프로세싱 (Data Processing) | ![Airflow](/img/Apache%20Airflow.svg) ![Spark](/img/Apache%20Spark.svg) ![AWS Glue](/img/Amazon%20Glue.svg) ![AWS Athena](/img/Amazon%20Athena.svg) ![AWS Lambda](/img/AWS%20Lambda.svg) | +| 시각화 (Visualization) | ![Grafana](/img/grafana.svg)| +| 협업 도구 (Collaborative Software) | ![GitHub](/img/github.svg) ![Notion](/img/Notion.svg) ![Slack](/img/Slack.svg) | ![architecture](/img/architecture.png)

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