Source code for bigframes._config.experiment_options

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from typing import Literal, Optional
import warnings

import bigframes
import bigframes.exceptions as bfe


[docs] class ExperimentOptions: """ Encapsulates the configration for experiments """ def __init__(self): self._semantic_operators: bool = False self._ai_operators: bool = False self._sql_compiler: Literal["legacy", "stable", "experimental"] = "stable" @property def semantic_operators(self) -> bool: """Deprecated. **Examples:** >>> import bigframes.pandas as bpd >>> bpd.options.experiments.semantic_operators = True # doctest: +SKIP """ return self._semantic_operators @semantic_operators.setter def semantic_operators(self, value: bool): if value is True: msg = bfe.format_message( "Semantic operators are deprecated, and will be removed in the future" ) warnings.warn(msg, category=FutureWarning) self._semantic_operators = value @property def ai_operators(self) -> bool: """If True, allow using the AI operators. **Examples:** >>> import bigframes.pandas as bpd >>> bpd.options.experiments.ai_operators = True # doctest: +SKIP """ return self._ai_operators @ai_operators.setter def ai_operators(self, value: bool): if value is True: msg = bfe.format_message( "AI operators are still under experiments, and are subject " "to change in the future." ) warnings.warn(msg, category=bfe.PreviewWarning) self._ai_operators = value @property def sql_compiler(self) -> Literal["legacy", "stable", "experimental"]: """Set to 'experimental' to try out the latest in compilation experiments.. **Examples:** >>> import bigframes.pandas as bpd >>> bpd.options.experiments.sql_compiler = 'experimental' # doctest: +SKIP """ return self._sql_compiler @sql_compiler.setter def sql_compiler(self, value: Literal["legacy", "stable", "experimental"]): if value not in ["legacy", "stable", "experimental"]: raise ValueError( "sql_compiler must be one of 'legacy', 'stable', or 'experimental'" ) if value == "experimental": msg = bfe.format_message( "The experimental SQL compiler is still under experiments, and is subject " "to change in the future." ) warnings.warn(msg, category=FutureWarning) self._sql_compiler = value @property def blob(self) -> bool: msg = bfe.format_message( "BigFrames Blob is in preview now. This flag is no longer needed." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) return True @blob.setter def blob(self, value: bool): msg = bfe.format_message( "BigFrames Blob is in preview now. This flag is no longer needed." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) @property def blob_display(self) -> bool: """Whether to display the blob content in notebook DataFrame preview. Default True.""" msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) return bigframes.options.display.blob_display @blob_display.setter def blob_display(self, value: bool): msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) bigframes.options.display.blob_display = value @property def blob_display_width(self) -> Optional[int]: """Width in pixels that the blob constrained to.""" msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_width." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) return bigframes.options.display.blob_display_width @blob_display_width.setter def blob_display_width(self, value: Optional[int]): msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_width." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) bigframes.options.display.blob_display_width = value @property def blob_display_height(self) -> Optional[int]: """Height in pixels that the blob constrained to.""" msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_height." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) return bigframes.options.display.blob_display_height @blob_display_height.setter def blob_display_height(self, value: Optional[int]): msg = bfe.format_message( "BigFrames Blob is in preview now. The option has been moved to bigframes.options.display.blob_display_height." ) warnings.warn(msg, category=bfe.ApiDeprecationWarning) bigframes.options.display.blob_display_height = value