mirror of
https://github.com/meta-llama/llama-stack.git
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243 lines
7.8 KiB
Python
243 lines
7.8 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import logging
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import os
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import sys
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from logging.config import dictConfig
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from rich.console import Console
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from rich.errors import MarkupError
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from rich.logging import RichHandler
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from termcolor import cprint
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from .distribution.datatypes import LoggingConfig
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# Default log level
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DEFAULT_LOG_LEVEL = logging.INFO
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# Predefined categories
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CATEGORIES = [
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"core",
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"server",
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"router",
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"inference",
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"agents",
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"safety",
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"eval",
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"tools",
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"client",
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]
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# Initialize category levels with default level
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_category_levels: dict[str, int] = {category: DEFAULT_LOG_LEVEL for category in CATEGORIES}
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def config_to_category_levels(category: str, level: str):
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"""
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Helper function to be called either by environment parsing or yaml parsing to go from a list of categories and levels to a dictionary ready to be
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used by the logger dictConfig.
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Parameters:
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category (str): logging category to apply the level to
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level (str): logging level to be used in the category
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Returns:
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Dict[str, int]: A dictionary mapping categories to their log levels.
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"""
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category_levels: dict[str, int] = {}
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level_value = logging._nameToLevel.get(str(level).upper())
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if level_value is None:
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logging.warning(f"Unknown log level '{level}' for category '{category}'. Falling back to default 'INFO'.")
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return category_levels
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if category == "all":
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# Apply the log level to all categories and the root logger
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for cat in CATEGORIES:
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category_levels[cat] = level_value
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# Set the root logger's level to the specified level
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category_levels["root"] = level_value
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elif category in CATEGORIES:
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category_levels[category] = level_value
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logging.info(f"Setting '{category}' category to level '{level}'.")
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else:
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logging.warning(f"Unknown logging category: {category}. No changes made.")
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return category_levels
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def parse_yaml_config(yaml_config: LoggingConfig) -> dict[str, int]:
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"""
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Helper function to parse a yaml logging configuration found in the run.yaml
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Parameters:
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yaml_config (Logging): the logger config object found in the run.yaml
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Returns:
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Dict[str, int]: A dictionary mapping categories to their log levels.
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"""
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category_levels = {}
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for category, level in yaml_config.category_levels.items():
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category_levels.update(config_to_category_levels(category=category, level=level))
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return category_levels
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def parse_environment_config(env_config: str) -> dict[str, int]:
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"""
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Parse the LLAMA_STACK_LOGGING environment variable and return a dictionary of category log levels.
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Parameters:
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env_config (str): The value of the LLAMA_STACK_LOGGING environment variable.
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Returns:
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Dict[str, int]: A dictionary mapping categories to their log levels.
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"""
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category_levels = {}
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for pair in env_config.split(";"):
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if not pair.strip():
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continue
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try:
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category, level = pair.split("=", 1)
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category = category.strip().lower()
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level = level.strip().upper() # Convert to uppercase for logging._nameToLevel
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category_levels.update(config_to_category_levels(category=category, level=level))
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except ValueError:
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logging.warning(f"Invalid logging configuration: '{pair}'. Expected format: 'category=level'.")
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return category_levels
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class CustomRichHandler(RichHandler):
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def __init__(self, *args, **kwargs):
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kwargs["console"] = Console(width=120)
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super().__init__(*args, **kwargs)
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def emit(self, record):
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"""Override emit to handle markup errors gracefully."""
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try:
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super().emit(record)
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except MarkupError:
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original_markup = self.markup
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self.markup = False
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try:
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super().emit(record)
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finally:
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self.markup = original_markup
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def setup_logging(category_levels: dict[str, int], log_file: str | None) -> None:
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"""
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Configure logging based on the provided category log levels and an optional log file.
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Parameters:
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category_levels (Dict[str, int]): A dictionary mapping categories to their log levels.
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log_file (str): Path to a log file to additionally pipe the logs into
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"""
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log_format = "%(asctime)s %(name)s:%(lineno)d %(category)s: %(message)s"
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class CategoryFilter(logging.Filter):
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"""Ensure category is always present in log records."""
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def filter(self, record):
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if not hasattr(record, "category"):
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record.category = "uncategorized" # Default to 'uncategorized' if no category found
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return True
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# Determine the root logger's level (default to WARNING if not specified)
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root_level = category_levels.get("root", logging.WARNING)
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handlers = {
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"console": {
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"()": CustomRichHandler, # Use custom console handler
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"formatter": "rich",
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"rich_tracebacks": True,
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"show_time": False,
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"show_path": False,
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"markup": True,
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"filters": ["category_filter"],
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}
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}
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# Add a file handler if log_file is set
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if log_file:
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handlers["file"] = {
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"class": "logging.FileHandler",
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"formatter": "rich",
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"filename": log_file,
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"mode": "a",
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"encoding": "utf-8",
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}
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logging_config = {
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"version": 1,
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"disable_existing_loggers": False,
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"formatters": {
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"rich": {
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"()": logging.Formatter,
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"format": log_format,
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}
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},
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"handlers": handlers,
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"filters": {
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"category_filter": {
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"()": CategoryFilter,
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}
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},
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"loggers": {
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category: {
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"handlers": list(handlers.keys()), # Apply all handlers
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"level": category_levels.get(category, DEFAULT_LOG_LEVEL),
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"propagate": False, # Disable propagation to root logger
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}
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for category in CATEGORIES
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},
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"root": {
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"handlers": list(handlers.keys()),
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"level": root_level, # Set root logger's level dynamically
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},
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}
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dictConfig(logging_config)
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# Ensure third-party libraries follow the root log level
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for _, logger in logging.root.manager.loggerDict.items():
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if isinstance(logger, logging.Logger):
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logger.setLevel(root_level)
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def get_logger(
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name: str, category: str = "uncategorized", config: LoggingConfig | None | None = None
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) -> logging.LoggerAdapter:
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"""
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Returns a logger with the specified name and category.
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If no category is provided, defaults to 'uncategorized'.
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Parameters:
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name (str): The name of the logger (e.g., module or filename).
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category (str): The category of the logger (default 'uncategorized').
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config (Logging): optional yaml config to override the existing logger configuration
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Returns:
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logging.LoggerAdapter: Configured logger with category support.
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"""
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if config:
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_category_levels.update(parse_yaml_config(config))
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logger = logging.getLogger(name)
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logger.setLevel(_category_levels.get(category, DEFAULT_LOG_LEVEL))
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return logging.LoggerAdapter(logger, {"category": category})
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env_config = os.environ.get("LLAMA_STACK_LOGGING", "")
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if env_config:
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cprint(f"Environment variable LLAMA_STACK_LOGGING found: {env_config}", color="yellow", file=sys.stderr)
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_category_levels.update(parse_environment_config(env_config))
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log_file = os.environ.get("LLAMA_STACK_LOG_FILE")
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setup_logging(_category_levels, log_file)
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