wehub-resource-sync
39 lines
1.2 KiB
Python
39 lines
1.2 KiB
Python
from mlflow.haystack.autolog import setup_haystack_tracing, teardown_haystack_tracing
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from mlflow.utils.autologging_utils import autologging_integration
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FLAVOR_NAME = "haystack"
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def autolog(
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log_traces: bool = True,
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disable: bool = False,
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silent: bool = False,
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):
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"""
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Enables (or disables) and configures autologging from Haystack to MLflow.
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Args:
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log_traces: If ``True``, traces are logged for Haystack. If ``False``, no traces
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are collected.
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disable: If ``True``, disables the Haystack autologging integration.
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silent: If ``True``, suppress all event logs and warnings from MLflow during
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Haystack autologging. If ``False``, show all events and warnings.
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"""
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if disable or not log_traces:
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teardown_haystack_tracing()
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return
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setup_haystack_tracing()
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# This is required by mlflow.autolog()
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autolog.integration_name = FLAVOR_NAME
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@autologging_integration(FLAVOR_NAME)
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def _autolog(log_traces: bool = True, disable: bool = False, silent: bool = False):
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"""
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This function exists solely to attach the autologging_integration decorator without
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preventing cleanup logic from running when disable=True. Do not add implementation here.
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"""
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