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added yml and fixed studyIDs in jatosAPI.py (compensate for horrible API
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name: Task1 QC | ||
on: | ||
push: | ||
branches: | ||
- main | ||
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jobs: | ||
process_raw: | ||
runs-on: self-hosted | ||
outputs: | ||
sub: ${{ steps.set_vars.outputs.sub }} | ||
task: ${{ steps.set_vars.outputs.task }} | ||
version: ${{ steps.set_vars.outputs.version }} | ||
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steps: | ||
- name: checkout code and return recently uploaded file in /data | ||
uses: actions/checkout@v3 | ||
- name: Get changed files | ||
run: | | ||
#!/bin/bash | ||
# Get the list of CSV files changed in the last 24 hours | ||
data=$(git log --since="24 hours ago" --name-only --pretty=format: -- '*.csv' | sort | uniq) | ||
# Export the data variable to the environment | ||
echo "data=$data" >> $GITHUB_ENV | ||
# Print the changed CSV files | ||
echo "Changed CSV files in the last 24 hours: $data" | ||
- name: set up python | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install -r requirements.txt | ||
- name: parse raw | ||
id: set_vars | ||
run: | | ||
# Loop through each CSV file in $data | ||
for file in $data; do | ||
filename=$(basename "$file") | ||
IFS='_' read -r sub task version <<< "$filename" | ||
version="${version%.csv}" # Remove the .csv extension from version | ||
echo "::set-output name=sub::$sub" | ||
echo "::set-output name=task::$task" | ||
echo "::set-output name=version::$version" | ||
echo "Subject: $sub" | ||
echo "Task: $task" | ||
echo "Version: $version" | ||
done | ||
run_qc: | ||
runs-on: self-hosted | ||
needs: process_raw | ||
steps: | ||
- name: Checkout code | ||
uses: actions/checkout@v3 | ||
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- name: Debug env vars | ||
run: | | ||
echo "sub=${{ needs.process_raw.outputs.sub }}" | ||
echo "task=${{ needs.process_raw.outputs.task }}" | ||
echo "version=${{ needs.process_raw.outputs.version }}" | ||
- name: run quality control | ||
run: | | ||
sub=${{ needs.process_raw.outputs.sub }} | ||
task=${{ needs.process_raw.outputs.task }} | ||
vers=${{ needs.process_raw.outputs.version }} | ||
for sub in ${sub}; do | ||
echo "Processing subject: $sub" | ||
for task in ${task}; do | ||
echo "Processing task: $task" | ||
for vers in ${vers}; do | ||
echo "Processing version: $vers" | ||
csv_file="./data/${sub}/processed/${sub}_${task}_${vers}.csv" | ||
log_file="./data/${sub}/qc_${task}_${vers}.log" | ||
echo "CSV file: $csv_file" | ||
echo "Log file: $log_file" | ||
if [ -f "$csv_file" ]; then | ||
python ./code/NFqC.py -s "$csv_file" -o "./data/${sub}/" -sub "$sub" | tee "$log_file" | ||
echo "QC for ${sub}_${task}_${vers} running" | ||
else | ||
echo "CSV file $csv_file does not exist" | ||
fi | ||
done | ||
done | ||
done | ||
push: | ||
runs-on: self-hosted | ||
needs: run_qc | ||
steps: | ||
- name: Commit and Push Changes | ||
run: | | ||
git config --global user.name "miloswrath" | ||
git config --global user.email "[email protected]" | ||
git remote set-url origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/$GITHUB_REPOSITORY | ||
git add . | ||
git commit -m "Automated commit by GitHub Actions" | ||
git push | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GIT_PAT }} |
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# %% | ||
import pandas as pd | ||
import numpy as np | ||
import os | ||
import json | ||
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def parse_args(): | ||
import argparse | ||
parser = argparse.ArgumentParser(description='Convert Behavior Data') | ||
parser.add_argument('-submission', type=str, help='Path to the submission file') | ||
parser.add_argument('-out', type=str, help='Output directory') | ||
parser.add_argument('-sub', type=str, help='Subject ID') | ||
parser.add_argument('-task', type=str, help='Task name') | ||
parser.add_argument('-taskvers', type=str, help='Task version') | ||
return parser.parse_args() | ||
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def rename_files(submission, subject, task, taskvers): | ||
#rename raw text files to be subject_task_taskvers.txt | ||
for root, dirs, files in os.walk(submission): | ||
for file in files: | ||
if file.endswith(".txt"): | ||
os.rename(os.path.join(root, file), os.path.join(root, f"{subject}_{task}_{taskvers}.txt")) | ||
submission = os.path.join(root, 'raw', f"{subject}_{task}_{taskvers}.txt") | ||
print(submission) | ||
return submission | ||
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def convert_beh(submission, out): | ||
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if not os.path.isfile(submission): | ||
print(f"file does not exist: {submission}") | ||
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# Use list_txt to store one file since I don't want to screw with Marco's code | ||
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count = 0 | ||
dic = {} | ||
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count += 1 | ||
tweets = [] | ||
with open(submission, 'r') as file: | ||
for line in file: | ||
tweets.append(json.loads(line)) | ||
dic[count]= pd.json_normalize(tweets,'data') | ||
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print(dic) | ||
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paths = [] | ||
for i in range(len(dic)): | ||
i += 1 | ||
for sub in np.unique(dic[i]['subject_id']): | ||
print(sub) | ||
paths.append((out+"/{0}_{1}_{2}"+".csv").format(sub,dic[i]['task'][0],dic[i]['task_vers'][0])) | ||
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for path in paths: | ||
dic[i].to_csv(path, index=False) | ||
print(f"saved {path}") | ||
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def main(): | ||
args = parse_args() | ||
submissive = rename_files(args.submission, args.sub, args.task, args.taskvers) | ||
convert_beh(submissive, args.out) | ||
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if __name__ == "__main__": | ||
main() | ||
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