Anomaly Dtection

Added azure anomaly detection client libraries in docker

.devcontainer/Dockerfile

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+#-------------------------------------------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See https://go.microsoft.com/fwlink/?linkid=2090316 for license information.
+#-------------------------------------------------------------------------------------------------------------
+
+#Python Versions
+#FROM python:3
+#Python Anaconda
+FROM continuumio/anaconda3
+
+# Avoid warnings by switching to noninteractive
+ENV DEBIAN_FRONTEND=noninteractive
+
+# This Dockerfile adds a non-root user with sudo access. Use the "remoteUser"
+# property in devcontainer.json to use it. On Linux, the container user's GID/UIDs
+# will be updated to match your local UID/GID (when using the dockerFile property).
+# See https://aka.ms/vscode-remote/containers/non-root-user for details.
+ARG USERNAME=vscode
+ARG USER_UID=1000
+ARG USER_GID=$USER_UID
+#
+# Copy environment.yml (if found) to a temp locaition so we update the environment. Also
+# copy "noop.txt" so the COPY instruction does not fail if no environment.yml exists.
+COPY environment.yml* .devcontainer/noop.txt /tmp/conda-tmp/
+
+# Configure apt and install packages
+RUN apt-get update \
+    && apt-get -y install --no-install-recommends apt-utils dialog 2>&1 \
+    #
+    # Verify git, process tools, lsb-release (common in install instructions for CLIs) installed
+    && apt-get -y install git openssh-client less iproute2 procps lsb-release \
+    #
+    # Install Libasound2 for Speech Services support
+    && apt-get -y install libasound2 \
+    #
+    # Install Python Libraries
+    && pip --disable-pip-version-check --no-cache-dir install jupyter \ 
+    && pip --disable-pip-version-check --no-cache-dir install matplotlib \
+    && pip --disable-pip-version-check --no-cache-dir install pillow \	
+    && pip --disable-pip-version-check --no-cache-dir install requests \
+    && pip --disable-pip-version-check --no-cache-dir install azure-cognitiveservices-vision-computervision \
+    && pip --disable-pip-version-check --no-cache-dir install azure-cognitiveservices-vision-customvision \
+    && pip --disable-pip-version-check --no-cache-dir install azure-cognitiveservices-vision-face \
+    && pip --disable-pip-version-check --no-cache-dir install azure-cognitiveservices-language-textanalytics \
+    && pip --disable-pip-version-check --no-cache-dir install azure.cognitiveservices.speech \
+    && pip --disable-pip-version-check --no-cache-dir install azure_ai_formrecognizer \
+    #
+    # Added Anomaly Detection Client Library
+    && pip --disable-pip-version-check --no-cache-dir install azure-cognitiveservices-anomalydetector \
+    #
+    # Create a non-root user to use if preferred - see https://aka.ms/vscode-remote/containers/non-root-user.
+    && groupadd --gid $USER_GID $USERNAME \
+    && useradd -s /bin/bash --uid $USER_UID --gid $USER_GID -m $USERNAME \
+    # [Optional] Add sudo support for the non-root user
+    && apt-get install -y sudo \
+    && echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME\
+    && chmod 0440 /etc/sudoers.d/$USERNAME \
+    #
+    # Clean up
+    && apt-get autoremove -y \
+    && apt-get clean -y \
+    && rm -rf /var/lib/apt/lists/*
+
+# Switch back to dialog for any ad-hoc use of apt-get
+ENV DEBIAN_FRONTEND=dialog

.devcontainer/devcontainer.json

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+{
+    "name": "Python 3 - Anaconda",
+      "context": "..",
+    "dockerFile": "Dockerfile",
+
+    // Install python extension"
+    "extensions":["ms-python.python"],
+
+    //Use Python 3.5 environment by defualt
+    "settings": {
+      "terminal.integrated.shell.linux": "/bin/bash",
+      "python.pythonPath": "/opt/conda/bin/python",
+      "terminal.integrated.inheritEnv": false,
+      "python.linting.enabled": true,
+      "python.linting.pylintEnabled": true,
+      "python.linting.pylintPath": "/opt/conda/bin/pylint",
+      "window.autoDetectColorScheme": true,
+      "workbench.colorTheme": "Default Light+"
+    },
+
+    // Run Bash script to install Python packages
+    "postCreateCommand": "sudo bash ./.devcontainer/setup.sh > ~/post-create.log"
+  }
+

.devcontainer/noop.txt

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+This file copied into the container along with environment.yml* from the parent
+folder. This file is included to prevents the Dockerfile COPY instruction from 
+failing if no environment.yml is found.

.devcontainer/setup.sh

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+cd /usr/bin
+echo -n "Ready to Go!" > ~/workspace/ai-fundamentals/"z REFRESH NOW"