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R Econometrics MCP Server

MIT License
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loader.rst2.72 kB
Configuration Loader ==================== The configuration loader implements hierarchical configuration loading from multiple sources. .. currentmodule:: rmcp.config.loader Configuration Loader Class -------------------------- .. autoclass:: ConfigLoader :members: :special-members: __init__ The ConfigLoader automatically discovers and merges configuration from: 1. Command-line arguments (highest priority) 2. Environment variables (``RMCP_*`` prefix) 3. User configuration file (``~/.rmcp/config.json``) 4. System configuration file (``/etc/rmcp/config.json``) 5. Built-in defaults (lowest priority) Loading Configuration -------------------- Basic Usage ~~~~~~~~~~~ .. code-block:: python from rmcp.config.loader import ConfigLoader # Load with default discovery loader = ConfigLoader() config = loader.load_config() # Access configuration values print(f"HTTP server will bind to {config.http.host}:{config.http.port}") print(f"R timeout: {config.r.timeout} seconds") Custom Configuration File ~~~~~~~~~~~~~~~~~~~~~~~~~ .. code-block:: python # Load from custom file config = loader.load_config(config_file="/path/to/custom.json") CLI Overrides ~~~~~~~~~~~~ .. code-block:: python # Load with CLI overrides config = loader.load_config( cli_overrides={ "debug": True, "http": {"host": "0.0.0.0", "port": 9000}, "r": {"timeout": 300} } ) Environment Variable Discovery ----------------------------- .. autofunction:: discover_env_overrides Environment variables are automatically discovered and mapped to configuration keys: * ``RMCP_HTTP_HOST`` → ``http.host`` * ``RMCP_HTTP_PORT`` → ``http.port`` * ``RMCP_R_TIMEOUT`` → ``r.timeout`` * ``RMCP_LOG_LEVEL`` → ``logging.level`` * ``RMCP_DEBUG`` → ``debug`` File Loading and Validation --------------------------- .. autofunction:: load_config_file .. autofunction:: validate_config Configuration files are validated against a JSON schema to ensure: * Required fields are present * Data types are correct * Values are within valid ranges * Nested structure matches expected format Error Handling -------------- .. autoexception:: ConfigError Configuration errors provide detailed information about: * Which configuration source caused the error * Specific validation failures * Suggestions for fixing the issue * Schema validation details Utility Functions ---------------- .. autofunction:: deep_merge .. autofunction:: convert_value .. autofunction:: get_config_file_paths These utility functions support the configuration loading process with type conversion, nested dictionary merging, and configuration file discovery.

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