Notebook devcontainer

.devcontainer/.env

@@ -0,0 +1,2 @@
+GIT_USERNAME="jboilard1994"
+GIT_EMAIL="jboilard1994@gmail.com"

.devcontainer/.env.template

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+GIT_USERNAME="FIRST_NAME LAST_NAME"
+GIT_EMAIL="MY_NAME@example.com"

.devcontainer/devcontainer.json

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+// For format details, see https://aka.ms/devcontainer.json. For config options, see the
+// README at: https://github.com/devcontainers/templates/tree/main/src/anaconda-postgres
+{
+	"name": "${localWorkspaceFolderBasename}-devcontainer",
+	"dockerComposeFile": [
+		"../docker-compose.yaml",
+		"docker-compose.dev.override.yaml"
+	],
+	"hostRequirements": {
+		"gpu": "optional"
+	},
+	"service": "app",
+	"workspaceFolder": "/workspace",
+
+	// Container customizations
+	"customizations": {
+		"vscode": {
+			// VS Code-specific settings
+			"settings": {
+				// Python interpreter and module path
+				"python.pythonPath": "/workspace/src",
+				"python.defaultInterpreterPath": "/opt/venv/_dev/bin",
+
+				// Formatting and quality of life
+				"editor.formatOnSave": true,
+				"editor.codeActionsOnSave": {
+					"source.organizeImports": "explicit"
+				},
+				"isort.args": ["--profile", "black"],
+				"python.analysis.typeCheckingMode": "basic",
+				"python.languageServer": "Pylance",
+				"editor.defaultFormatter": "ms-python.black-formatter",
+
+				// Linting
+				"python.linting.enabled": true,
+				"python.linting.flake8Enabled": true,
+				"python.linting.flake8Args": ["--max-line-length=120"],
+				"python.linting.mypyEnabled": true,
+				"mypy-type-checker.args": ["--ignore-missing-imports", "--disallow-untyped-defs", "--disallow-incomplete-defs", "--cache-dir", ".mypy_cache"],
+				// Unit testing
+				"python.testing.pytestEnabled": true,
+				"python.testing.unittestEnabled": false,
+				"python.testing.pytestPath": "pytest",
+				"python.testing.pytestArgs": [
+					"tests",
+					"--disable-pytest-warnings"
+				],
+
+				// Docker settings
+				"docker.enableTelemetry": false,
+				"docker.languageserver.diagnostics.enabled": true
+			},
+
+			// Extensions to install in the container
+			"extensions": [
+				"ms-vscode-remote.remote-containers",
+				"ms-python.python",
+				"ms-python.vscode-pylance",
+				"ms-python.flake8",
+				"ms-python.mypy-type-checker",
+				"ms-python.black-formatter",
+				"ms-python.isort",
+				"ms-azuretools.vscode-docker",
+				"eamodio.gitlens",
+				"ms-toolsai.jupyter",
+				"yzhang.markdown-all-in-one",
+				"DavidAnson.vscode-markdownlint"
+			]
+		}
+	},
+
+	// Commands to run during setup
+	"postCreateCommand": "chmod +x /workspace/.devcontainer/setup.sh && /workspace/.devcontainer/setup.sh",
+
+	// Features to add to the container
+	"features": {
+		"git": "latest"
+	}
+}

.devcontainer/docker-compose.dev.override.yaml

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+services:
+  app:
+    command: ["/bin/bash"]
+    env_file:
+      - .devcontainer/.env
+    tty: true
+
+    # setting repo root folder as container workspace
+    volumes:
+      - ./:/workspace

.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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+#!/bin/sh
+
+# git config
+git config --global user.name $GIT_USERNAME
+git config --global user.email $GIT_EMAIL
+git config --global credential.useHttpPath true
+git config --global core.filemode false

.gitattributes

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+* text eol=lf
+images/* -text
+*.pkl -text
+*.png -text

.gitignore

@@ -1,3 +1,5 @@
+.devcontainer/.env
+.devcontainer/credentials
 logs/
 ipynb_checkpoints/
 mlruns

Dockerfile

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 # using the lastest version of Ubuntu 22.04 as a base for the Docker image
-FROM ubuntu:22.04
+FROM python:3.9-slim
+ENV VENV_DIR=/opt/venv/_dev
+ENV PATH=$VENV_DIR/bin:$PATH
+SHELL ["/bin/bash", "-c"]
 
-# installing Python and Unzip
-RUN apt-get update && apt-get install -y python3.10 python3.10-venv python3.10-dev python3-pip libgomp1
+COPY ./requirements.txt /.
+RUN python -m venv $VENV_DIR \
+    && $VENV_DIR/bin/pip install --upgrade pip \
+    && source $VENV_DIR/bin/activate \
+    && pip install -r /requirements.txt
 
 # creating the root folder
 RUN mkdir -p /e2e-mlops-project
@@ -18,9 +24,3 @@ WORKDIR /e2e-mlops-project
 RUN rm -r /e2e-mlops-project/notebooks/
 
 COPY ./notebooks/VERSION /e2e-mlops-project/notebooks/VERSION
-
-# updating pip
-RUN pip install --no-cache-dir -U pip
-
-# installing requirements
-RUN pip install -r requirements.txt