ludwig-ai--ludwig
wehub-resource-sync
593b94c120
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39 行
1.6 KiB
Python
39 行
1.6 KiB
Python
# Copyright (c) 2023 Predibase, Inc., 2019 Uber Technologies, Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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import logging
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import sys
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from ludwig.globals import LUDWIG_VERSION as __version__ # noqa
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logging.basicConfig(level=logging.INFO, stream=sys.stdout, format="%(message)s")
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# Disable annoying message about NUMEXPR_MAX_THREADS
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logging.getLogger("numexpr").setLevel(logging.WARNING)
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# Prevent Dask from converting object-dtype columns to PyArrow strings.
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# Dask's default convert-string:True tries to decode every object column as
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# UTF-8, which corrupts binary data (image bytes, numpy arrays, etc.) with a
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# UnicodeDecodeError. This must be set at import time — before the caller
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# creates any Dask DataFrame — because the _to_string_dtype expression node is
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# baked into the task graph at dd.from_pandas() / dd.read_*() time.
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# Setting it in RayBackend.initialize() (which happens after train() is called)
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# is too late to help user-provided DataFrames. GitHub issue #4149.
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try:
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import dask
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dask.config.set({"dataframe.convert-string": False})
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except ImportError:
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pass
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