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Pip Package Manager
1. Introduction to Pip and Package Management
2. Installing and Setting Up Pip
3. Core Pip Commands
4. Managing Dependencies and Requirements
5. Advanced Installation Techniques
6. Understanding Package Formats
7. Virtual Environments and Pip
8. Pip Configuration and Customization
9. Security and Best Practices
10. Troubleshooting and Problem Resolution
11. Advanced Features and Tools
12. Integration with Development Workflows
4.
Managing Dependencies and Requirements
4.1.
Requirements Files
4.1.1.
Purpose of Requirements Files
4.1.2.
Basic Syntax and Format
4.1.3.
Specifying Package Versions
4.1.4.
Comments and Documentation
4.1.5.
Including Installation Options
4.2.
Creating Requirements Files
4.2.1.
Using pip freeze
4.2.2.
Differences Between pip freeze and pip list
4.2.3.
Capturing Environment State
4.2.4.
Selective Requirements Generation
4.3.
Installing from Requirements Files
4.3.1.
Basic Installation from Requirements
4.3.2.
Handling Multiple Requirements Files
4.3.3.
Requirements File Options and Flags
4.4.
Advanced Requirements Management
4.4.1.
Development vs Production Requirements
4.4.2.
Conditional Requirements
4.4.3.
Requirements File Inheritance
4.4.4.
Environment-Specific Requirements
4.5.
Dependency Resolution
4.5.1.
How Pip Resolves Dependencies
4.5.2.
Dependency Trees and Order
4.5.3.
Understanding Dependency Conflicts
4.5.4.
Conflict Resolution Strategies
4.5.5.
Dependency Resolution Tools
4.6.
Reproducible Builds
4.6.1.
Importance of Reproducibility
4.6.2.
Pinning Dependencies
4.6.3.
Hash-Checking Mode
4.6.4.
Lock Files and Dependency Locking
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3. Core Pip Commands
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5. Advanced Installation Techniques