refactor: centralize logging in astrai.logging, replace ASTRAI_TIMED with log level
- move setup_logging to astrai/logging.py - timed() now uses logger.isEnabledFor(DEBUG) instead of separate env var - enable ASTR_LOG_LEVEL=DEBUG to see per-step timing logs - call setup_logging() in stream_chat.py
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+3
-27
@@ -1,9 +1,6 @@
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__version__ = "1.3.13"
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__author__ = "ViperEkura"
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import logging
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import os
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from astrai.config import (
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AutoRegressiveLMConfig,
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BaseModelConfig,
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@@ -28,6 +25,7 @@ from astrai.inference import (
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run_server,
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sample,
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)
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from astrai.logging import setup_logging
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from astrai.model import (
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AutoModel,
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AutoRegressiveLM,
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@@ -55,30 +53,6 @@ from astrai.trainer import (
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Trainer,
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)
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def setup_logging(level: str = "INFO"):
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"""Attach a handler to the ``astrai`` logger (only, not root).
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Call once per process, e.g. at the top of CLI scripts.
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Set ``ASTR_LOG_LEVEL`` to override the default ``INFO``.
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"""
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_logger = logging.getLogger("astrai")
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if _logger.handlers:
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return
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_level = getattr(
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logging, os.environ.get("ASTR_LOG_LEVEL", level).upper(), logging.INFO
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)
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_logger.setLevel(_level)
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_handler = logging.StreamHandler()
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_handler.setFormatter(
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logging.Formatter(
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"%(asctime)s | %(levelname)-7s | %(name)s | %(message)s",
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datefmt="%Y-%m-%d %H:%M:%S",
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)
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)
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_logger.addHandler(_handler)
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__all__ = [
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"AutoRegressiveLM",
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"AutoRegressiveLMConfig",
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@@ -122,3 +96,5 @@ __all__ = [
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"setup_logging",
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"spawn_parallel_fn",
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]
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setup_logging()
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