Add tech_docs/docker_dev_enviroments.md

tech_docs/docker_dev_enviroments.md

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+Certainly! Let’s take a step back and define more logical and well-defined environments tailored to your needs. We’ll create distinct Docker environments for JSON processing, API interactions, notebook visualizations, data analysis, web development, DevOps, and testing. 
+
+### Logical Environments
+
+1. **JSON Processing Environment**:
+   - **Purpose**: To handle JSON parsing, validation, and transformation.
+   - **Dependencies**: Libraries for working with JSON data.
+
+2. **API Interaction Environment**:
+   - **Purpose**: To interact with APIs, handle requests, and manage responses.
+   - **Dependencies**: HTTP clients and frameworks for API interactions.
+
+3. **Notebook Visualization Environment**:
+   - **Purpose**: To perform data analysis and visualization in Jupyter notebooks.
+   - **Dependencies**: Libraries for data manipulation and visualization.
+
+4. **General Data Analysis Environment**:
+   - **Purpose**: To analyze and process data using various data science tools.
+   - **Dependencies**: Libraries for data manipulation, analysis, and machine learning.
+
+5. **Web Development Environment**:
+   - **Purpose**: To develop web applications and APIs.
+   - **Dependencies**: Web frameworks and tools for developing web services.
+
+6. **DevOps Environment**:
+   - **Purpose**: To manage infrastructure, automate tasks, and handle CI/CD pipelines.
+   - **Dependencies**: Tools for infrastructure as code, automation, and cloud services.
+
+7. **Testing Environment**:
+   - **Purpose**: To run unit tests, integration tests, and other forms of automated testing.
+   - **Dependencies**: Testing frameworks and tools for code coverage.
+
+### Refactored Environments
+
+#### 1. JSON Processing Environment
+
+**Dockerfile.json-processing:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-json.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-json.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-json.txt:**
+```
+jsonschema
+pydantic
+ujson
+```
+
+#### 2. API Interaction Environment
+
+**Dockerfile.api-interaction:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-api.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-api.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-api.txt:**
+```
+requests
+httpx
+fastapi
+pydantic
+ujson
+```
+
+#### 3. Notebook Visualization Environment
+
+**Dockerfile.notebook-visualization:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-visualization.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-visualization.txt
+
+COPY . /app
+
+CMD ["jupyter", "notebook", "--ip=0.0.0.0", "--allow-root", "--no-browser"]
+```
+
+**requirements-visualization.txt:**
+```
+numpy
+pandas
+matplotlib
+seaborn
+jupyter
+plotly
+```
+
+#### 4. General Data Analysis Environment
+
+**Dockerfile.data-analysis:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-data-analysis.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-data-analysis.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-data-analysis.txt:**
+```
+numpy
+pandas
+scipy
+scikit-learn
+matplotlib
+seaborn
+jupyter
+```
+
+#### 5. Web Development Environment
+
+**Dockerfile.web-development:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-web-dev.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-web-dev.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-web-dev.txt:**
+```
+flask
+django
+fastapi
+requests
+httpx
+```
+
+#### 6. DevOps Environment
+
+**Dockerfile.devops:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-devops.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-devops.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-devops.txt:**
+```
+ansible
+terraform
+docker
+boto3
+```
+
+#### 7. Testing Environment
+
+**Dockerfile.testing:**
+```dockerfile
+FROM python:3.9
+
+RUN apt-get update && \
+    apt-get install -y vim git curl
+
+RUN mkdir -p ~/.vim/pack/plugins/start && \
+    curl -fLo ~/.vim/autoload/plug.vim --create-dirs \
+    https://raw.githubusercontent.com/junegunn/vim-plug/master/plug.vim
+
+COPY .vimrc /root/.vimrc
+
+WORKDIR /app
+
+COPY requirements-testing.txt /app/
+
+RUN pip install --no-cache-dir -r requirements-testing.txt
+
+COPY . /app
+
+CMD ["tail", "-f", "/dev/null"]
+```
+
+**requirements-testing.txt:**
+```
+pytest
+mock
+coverage
+tox
+```
+
+### Managing Multiple Dockerfiles
+
+You can use descriptive names for the Dockerfiles and build commands specifying the Dockerfile to use.
+
+**Building Containers:**
+```sh
+docker build -t json-processing-env -f Dockerfile.json-processing .
+docker build -t api-interaction-env -f Dockerfile.api-interaction .
+docker build -t notebook-visualization-env -f Dockerfile.notebook-visualization .
+docker build -t data-analysis-env -f Dockerfile.data-analysis .
+docker build -t web-development-env -f Dockerfile.web-development .
+docker build -t devops-env -f Dockerfile.devops .
+docker build -t testing-env -f Dockerfile.testing .
+```
+
+**Running Containers:**
+```sh
+docker run -it --name json-processing-container json-processing-env
+docker run -it --name api-interaction-container api-interaction-env
+docker run -it --name notebook-visualization-container -p 8888:8888 notebook-visualization-env
+docker run -it --name data-analysis-container data-analysis-env
+docker run -it --name web-development-container web-development-env
+docker run -it --name devops-container devops-env
+docker run -it --name testing-container testing-env
+```
+
+This structure ensures each environment is well-defined, logical, and tailored to specific tasks, allowing you to work efficiently across different projects and avoid conflicts between dependencies.