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zcUmHsucLVW){0yB`%G-wur&|s>h)GCQ5=*gh_5Nsy;{CHq4SiQ4{1gjUZ@7kiQ<_5zby|qFTO^}ULD+LI`2MpKMuL)tGzk~B{ z;`_ \ No newline at end of file diff --git a/_sources/autoapi/mleko/cache/cache_mixin/index.rst.txt b/_sources/autoapi/mleko/cache/cache_mixin/index.rst.txt new file mode 100644 index 00000000..55058709 --- /dev/null +++ b/_sources/autoapi/mleko/cache/cache_mixin/index.rst.txt @@ -0,0 +1,225 @@ +:py:mod:`mleko.cache.cache_mixin` +================================= + +.. py:module:: mleko.cache.cache_mixin + +.. autoapi-nested-parse:: + + This module contains the basic `CacheMixin` class for caching the results of method calls. + + This class can be used as a mixin to add caching functionality to a class. It provides the basic + functionality for caching the results of method calls based on user-defined cache keys and fingerprints. + + Combining this class with the format mixins can be used to add support for caching different data + formats, such as Vaex DataFrames in Arrow format. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.cache_mixin.CacheMixin + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.cache_mixin.get_qualified_name_from_frame + mleko.cache.cache_mixin.get_qualified_name_of_caller + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.cache_mixin.logger + + +.. py:data:: logger + + A module-level logger instance. + +.. py:function:: get_qualified_name_from_frame(frame: inspect.FrameInfo) -> str + + Gets the fully qualified name of the function or method associated with the provided frame. + + :param frame: A `FrameInfo` object containing the information of the function or method call. + + :returns: A string representing the fully qualified name, in the format "module.class.method" for class methods or + "module.function" for functions. + + +.. py:function:: get_qualified_name_of_caller(frame_depth: int) -> str + + Gets the fully qualified name of the calling function or method. + + The fully qualified name is in the format "module.class.method" for class methods or "module.function" for + functions. + + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :returns: A string representing the fully qualified name of the calling function or method. + + +.. py:class:: CacheMixin(cache_directory: str | pathlib.Path, disable_cache: bool) + + A mixin class for caching the results of method calls based on user-defined cache keys and fingerprints. + + The basic functionality of this class is to cache the results of method calls based on user-defined cache keys and + fingerprints. The cache keys can be a mix of hashable values and tuples containing a value and a BaseFingerprinter + instance for generating fingerprints. The `CacheMixin` class will save cache files in the specified cache directory + using the cache key as the filename and the cache file suffix as the file extension. The cache files will be saved + in the cache directory as pickle files. + + .. warning:: + + This class maintains an ever-growing cache, which means that the cache size may increase indefinitely + with new method calls, possibly consuming a large amount of disk space. It does not implement any + cache eviction strategy. It is recommended to either clear the cache manually when needed or + use the LRUCacheMixin class, which extends this class to provide an LRU cache mechanism with + eviction of least recently used cache entries based on a specified maximum number of cache entries. + + Initializes the `CacheMixin` with the provided cache directory. + + .. note:: The cache directory will be created if it does not exist. + + :param cache_directory: The directory where cache files will be stored. + :param disable_cache: Whether to disable the cache. + + .. rubric:: Examples + + >>> from mleko.cache.cache_mixin import CacheMixin + >>> class MyClass(CacheMixin): + ... def __init__(self): + ... super().__init__(".cache", "pkl") + ... + ... def my_method(self, x): + ... return self._cached_execute(lambda: x ** 2, [x]) + ... + >>> my_class = MyClass() + >>> my_class.my_method(2) + 4 # This will be computed and cached + >>> my_class.my_method(2) + 4 # This will be loaded from the cache + >>> my_class.my_method(3) + 9 # This will be recomputed and cached + + .. py:method:: _cached_execute(lambda_func: Callable[[], Any], cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, force_recompute: bool = False, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler] | None = None, disable_cache: bool = False) -> Any + + Executes the given function, caching the results based on the provided cache keys and fingerprints. + + .. warning:: + + The cache group is used to group related cache keys together to prevent collisions between cache keys + originating from the same method. For example, if a method is called during the training and testing + phases of a machine learning pipeline, the cache keys for the training and testing phases should be + using different cache groups to prevent collisions between the cache keys for the two phases. Otherwise, + the later cache keys might overwrite the earlier cache entries. + + :param lambda_func: A lambda function to execute. + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing + a value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group, used to group related cache keys together when methods + are called independently. + :param force_recompute: A boolean indicating whether to force recompute the result and update the cache, even if a + cached result is available. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If None, the cache files will + be read using pickle. If a single CacheHandler instance is provided, it will be used for all cache + files. If a list of CacheHandler instances is provided, each CacheHandler instance will be used for + each cache file. + :param disable_cache: Overrides the class-level `disable_cache` attribute. If set to True, disables the cache. + + :returns: A tuple containing a boolean indicating whether the cached result was used, and the result of executing the + given function. If a cached result is available and `force_recompute` is False, the cached result will be + returned instead of recomputing the result. + + + .. py:method:: _compute_cache_key(cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, frame_depth: int = 3) -> str + + Computes the cache key based on the provided cache keys and the calling function's fully qualified name. + + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing a + value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group. + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :raises ValueError: If the computed cache key is too long. + + :returns: A string representing the computed cache key, which is the MD5 hash of the fully qualified name of the + calling function or method, along with the fingerprints of the provided cache keys. + + + .. py:method:: _load_from_cache(cache_key: str, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> Any | None + + Loads data from the cache based on the provided cache key. + + :param cache_key: A string representing the cache key. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + :returns: The cached data if it exists, or None if there is no data for the given cache key. + + + .. py:method:: _get_handler(cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], index: int = 0) -> mleko.cache.handlers.CacheHandler + + Gets the cache handler at the given index. + + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param index: The index of the cache handler to get. + + :returns: Handler at the given index. If a single CacheHandler instance is provided, it will be returned. + + + .. py:method:: _save_to_cache(cache_key: str, output: Any | Sequence[Any], cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> None + + Saves the given data to the cache using the provided cache key. + + If the output is a sequence, each element will be saved to a separate cache file. Otherwise, the output will be + saved to a single cache file. The cache file will be saved in the cache directory with the cache key as the + filename and the cache file suffix as the file extension. + + :param cache_key: A string representing the cache key. + :param output: The data to be saved to the cache. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + + .. py:method:: _write_to_cache_file(cache_key: str, output_item: Any, index: int, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], is_sequence_output: bool) -> None + + Writes the given data to the cache file using the provided cache key. + + If the output is None and the cache handler cannot handle None, the output will be saved using the pickle + cache handler. Otherwise, the output will be saved to a cache file using the provided cache handler. + + :param cache_key: A string representing the cache key. + :param output_item: The data to be saved to the cache. + :param index: The index of the cache handler to use. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param is_sequence_output: Whether the output is a sequence or not. If True, the cache file will be saved with the + index appended to the cache key. + + + .. py:method:: _find_cache_type_name(cls: type) -> str | None + + Recursively searches the class hierarchy for the name of the class that inherits from `CacheMixin`. + + :param cls: The class to search. + + :returns: The name of the class that inherits from `CacheMixin`, or None if no such class exists. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/base_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/base_fingerprinter/index.rst.txt new file mode 100644 index 00000000..a7b1535f --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/base_fingerprinter/index.rst.txt @@ -0,0 +1,52 @@ +:py:mod:`mleko.cache.fingerprinters.base_fingerprinter` +======================================================= + +.. py:module:: mleko.cache.fingerprinters.base_fingerprinter + +.. autoapi-nested-parse:: + + This module contains the abstract base class for creating specialized fingerprinters. + + The fingerprinter is used to generate a unique identifier for the given data, which is used + to detect changes in the data. The fingerprinter is used by the cache to determine whether + the data has changed since the last time it was cached. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter + + + + +.. py:class:: BaseFingerprinter + + Bases: :py:obj:`abc.ABC` + + Abstract base class for creating specialized fingerprinters. + + .. py:method:: fingerprint(data: Any) -> str + :abstractmethod: + + Generate a fingerprint for the given data. + + The fingerprint should be a unique identifier for the given data, across different + runs of the program, i.e. the fingerprint should be the same for the same data + regardless of when the program is run. + + :param data: Data that should be fingerprinted. + + :raises NotImplementedError: The method has to be implemented by the subclass. + + :returns: The fingerprint as a hexadecimal string. + :rtype: str + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/callable_source_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/callable_source_fingerprinter/index.rst.txt new file mode 100644 index 00000000..7cdfe9f7 --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/callable_source_fingerprinter/index.rst.txt @@ -0,0 +1,47 @@ +:py:mod:`mleko.cache.fingerprinters.callable_source_fingerprinter` +================================================================== + +.. py:module:: mleko.cache.fingerprinters.callable_source_fingerprinter + +.. autoapi-nested-parse:: + + The module containing the CallableSourceFingerprinter class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.callable_source_fingerprinter.CallableSourceFingerprinter + + + + +.. py:class:: CallableSourceFingerprinter + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + A fingerprinter for Callables. + + .. py:method:: fingerprint(data: Callable) -> str + + Generate a fingerprint for a Python Callable. + + .. note:: + + The fingerprint is generated by hashing the source code of the Callable. + A side effect of this is that the fingerprint will change if the source code + of the Callable changes. However, any changes to variables outside of the + Callable's scope will not affect the fingerprint. + + :param data: The Callable to be fingerprinted. + + :returns: The fingerprint as a hexadecimal string. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/csv_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/csv_fingerprinter/index.rst.txt new file mode 100644 index 00000000..d383acce --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/csv_fingerprinter/index.rst.txt @@ -0,0 +1,81 @@ +:py:mod:`mleko.cache.fingerprinters.csv_fingerprinter` +====================================================== + +.. py:module:: mleko.cache.fingerprinters.csv_fingerprinter + +.. autoapi-nested-parse:: + + The module contains a fingerprinter for CSV files supporting Gzipped and raw CSV files. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.csv_fingerprinter.CSVFingerprinter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.csv_fingerprinter.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: CSVFingerprinter(n_rows: int = 1000) + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + A fingerprinter for CSV files supporting Gzipped and raw CSV files. + + Initialize the CSVFingerprinter. + + .. warning:: + + The fingerprint is generated by reading the first `n_rows` of each CSV file. If the + CSV file is larger than `n_rows`, only the first `n_rows` are read. This means that + the fingerprint is not unique for the entire CSV file, but only for the first `n_rows`. + + :param n_rows: The number of rows to sample from each CSV file for fingerprinting. + + .. rubric:: Examples + + >>> fingerprinter = CSVFingerprinter(n_rows=1000) + >>> fingerprinter.fingerprint(["data.csv", "data2.csv"]) + "fingerprint" + + .. py:method:: fingerprint(data: list[str] | list[pathlib.Path]) -> str + + Generate a fingerprint for the given list of CSV files. + + The currently supported file types are `.csv`, `.gz`, and `.csv.gz`. + + :param data: A list of file paths to CSV files. + + :returns: The fingerprint as a hexadecimal string. + + + .. py:method:: _fingerprint_csv_file(file_path: pathlib.Path) -> str + + Generate a fingerprint for a single CSV file. + + :param file_path: The file path to a CSV file. + + :raises ValueError: File is unsupported file type. + + :returns: The fingerprint as a hexadecimal string. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/index.rst.txt new file mode 100644 index 00000000..e88a36e7 --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/index.rst.txt @@ -0,0 +1,66 @@ +:py:mod:`mleko.cache.fingerprinters` +==================================== + +.. py:module:: mleko.cache.fingerprinters + +.. autoapi-nested-parse:: + + This package provides Fingerprinter classes for generating unique fingerprints. + + Fingerprinters are used for generating unique fingerprints of various data and file types, + such as Vaex DataFrames or CSV files. These fingerprints can be used to track changes in data and support + caching mechanisms. + + The following fingerprinting utilities are provided: + - `BaseFingerprinter`: The base class for all fingerprinters. + - `CSVFingerprinter`: A fingerprinter for CSV files. + - `VaexFingerprinter`: A fingerprinter for Vaex DataFrames. + - `JsonFingerprinter`: A fingerprinter for JSON data. + - `CallableSourceFingerprinter`: A fingerprinter for Python Callables that hashes the source code of the Callable + to generate a fingerprint. + - `OptunaSamplerFingerprinter`: A fingerprinter for Optuna samplers. + - `OptunaPrunerFingerprinter`: A fingerprinter for Optuna pruners. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_fingerprinter/index.rst + callable_source_fingerprinter/index.rst + csv_fingerprinter/index.rst + json_fingerprinter/index.rst + optuna_pruner_fingerprinter/index.rst + optuna_sampler_fingerprinter/index.rst + vaex_fingerprinter/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.BaseFingerprinter + mleko.cache.fingerprinters.CallableSourceFingerprinter + mleko.cache.fingerprinters.CSVFingerprinter + mleko.cache.fingerprinters.JsonFingerprinter + mleko.cache.fingerprinters.OptunaPrunerFingerprinter + mleko.cache.fingerprinters.OptunaSamplerFingerprinter + mleko.cache.fingerprinters.VaexFingerprinter + + + + + + + + + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/json_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/json_fingerprinter/index.rst.txt new file mode 100644 index 00000000..aa7b5c49 --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/json_fingerprinter/index.rst.txt @@ -0,0 +1,40 @@ +:py:mod:`mleko.cache.fingerprinters.json_fingerprinter` +======================================================= + +.. py:module:: mleko.cache.fingerprinters.json_fingerprinter + +.. autoapi-nested-parse:: + + The module contains a fingerprinter for JSON data. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.json_fingerprinter.JsonFingerprinter + + + + +.. py:class:: JsonFingerprinter + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + Class to generate unique fingerprints for valid JSON data. + + .. py:method:: fingerprint(data: dict[str, Any] | list[Any] | None) -> str + + Generate a fingerprint string for a given JSON. + + :param data: The JSON data to generate a fingerprint for. + + :returns: A fingerprint that uniquely identifies the JSON data. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/optuna_pruner_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/optuna_pruner_fingerprinter/index.rst.txt new file mode 100644 index 00000000..3b652e78 --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/optuna_pruner_fingerprinter/index.rst.txt @@ -0,0 +1,115 @@ +:py:mod:`mleko.cache.fingerprinters.optuna_pruner_fingerprinter` +================================================================ + +.. py:module:: mleko.cache.fingerprinters.optuna_pruner_fingerprinter + +.. autoapi-nested-parse:: + + The module contains a fingerprinter for `Optuna` pruners. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.optuna_pruner_fingerprinter.OptunaPrunerFingerprinter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.optuna_pruner_fingerprinter.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: OptunaPrunerFingerprinter + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + Class to generate unique fingerprints for different types of Optuna pruners. + + .. py:method:: fingerprint(data: optuna.pruners.BasePruner) -> str + + Generate a fingerprint string for a given Optuna pruner. + + :param data: The pruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the pruner's configuration. + + + .. py:method:: _fingerprint_medianpruner(pruner: optuna.pruners.MedianPruner) -> str + + Generate a fingerprint string for an Optuna MedianPruner. + + :param pruner: The MedianPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the MedianPruner's configuration. + + + .. py:method:: _fingerprint_noppruner(_pruner: optuna.pruners.NopPruner) -> str + + Generate a fingerprint string for an Optuna NopPruner. + + :param pruner: The NopPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the NopPruner's configuration. + + + .. py:method:: _fingerprint_patientpruner(pruner: optuna.pruners.PatientPruner) -> str + + Generate a fingerprint string for an Optuna PatientPruner. + + :param pruner: The PatientPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the PatientPruner's configuration. + + + .. py:method:: _fingerprint_percentilepruner(pruner: optuna.pruners.PercentilePruner) -> str + + Generate a fingerprint string for an Optuna PercentilePruner. + + :param pruner: The PercentilePruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the PercentilePruner's configuration. + + + .. py:method:: _fingerprint_successivehalvingpruner(pruner: optuna.pruners.SuccessiveHalvingPruner) -> str + + Generate a fingerprint string for an Optuna SuccessiveHalvingPruner. + + :param pruner: The SuccessiveHalvingPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the SuccessiveHalvingPruner's configuration. + + + .. py:method:: _fingerprint_hyperbandpruner(pruner: optuna.pruners.HyperbandPruner) -> str + + Generate a fingerprint string for an Optuna HyperbandPruner. + + :param pruner: The HyperbandPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the HyperbandPruner's configuration. + + + .. py:method:: _fingerprint_thresholdpruner(pruner: optuna.pruners.ThresholdPruner) -> str + + Generate a fingerprint string for an Optuna ThresholdPruner. + + :param pruner: The ThresholdPruner to fingerprint. + + :returns: A fingerprint string that uniquely identifies the ThresholdPruner's configuration. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/optuna_sampler_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/optuna_sampler_fingerprinter/index.rst.txt new file mode 100644 index 00000000..bce6987b --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/optuna_sampler_fingerprinter/index.rst.txt @@ -0,0 +1,169 @@ +:py:mod:`mleko.cache.fingerprinters.optuna_sampler_fingerprinter` +================================================================= + +.. py:module:: mleko.cache.fingerprinters.optuna_sampler_fingerprinter + +.. autoapi-nested-parse:: + + The module contains a fingerprinter for `Optuna` samplers. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.optuna_sampler_fingerprinter.OptunaSamplerFingerprinter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.optuna_sampler_fingerprinter.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: OptunaSamplerFingerprinter + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + Class to generate unique fingerprints for different types of Optuna samplers. + + .. py:method:: fingerprint(data: optuna.samplers.BaseSampler) -> str + + Generate a fingerprint string for a given Optuna sampler. + + :param data: The sampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the sampler's configuration. + + + .. py:method:: _fingerprint_gridsampler(sampler: optuna.samplers.GridSampler) -> str + + Generate a fingerprint string for an Optuna GridSampler. + + :param sampler: The GridSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the GridSampler's configuration. + + + .. py:method:: _fingerprint_randomsampler(sampler: optuna.samplers.RandomSampler) -> str + + Generate a fingerprint string for an Optuna RandomSampler. + + :param sampler: The RandomSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the RandomSampler's configuration. + + + .. py:method:: _fingerprint_tpesampler(sampler: optuna.samplers.TPESampler) -> str + + Generate a fingerprint string for an Optuna TPESampler. + + :param sampler: The TPESampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the TPESampler's configuration. + + + .. py:method:: _fingerprint_cmaessampler(sampler: optuna.samplers.CmaEsSampler) -> str + + Generate a fingerprint string for an Optuna CmaEsSampler. + + :param sampler: The CmaEsSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the CmaEsSampler's configuration. + + + .. py:method:: _fingerprint_partialfixedsampler(sampler: optuna.samplers.PartialFixedSampler) -> str + + Generate a fingerprint string for an Optuna PartialFixedSampler. + + :param sampler: The PartialFixedSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the PartialFixedSampler's configuration. + + + .. py:method:: _fingerprint_nsgaiisampler(sampler: optuna.samplers.NSGAIISampler) -> str + + Generate a fingerprint string for an Optuna NSGAIISampler. + + :param sampler: The NSGAIISampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the NSGAIISampler's configuration. + + + .. py:method:: _fingerprint_nsgaiiisampler(sampler: optuna.samplers.NSGAIIISampler) -> str + + Generate a fingerprint string for an Optuna NSGAIIISampler. + + :param sampler: The NSGAIIISampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the NSGAIIISampler's configuration. + + + .. py:method:: _fingerprint_qmcsampler(sampler: optuna.samplers.QMCSampler) -> str + + Generate a fingerprint string for an Optuna QMCSampler. + + :param sampler: The QMCSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the QMCSampler's configuration. + + + .. py:method:: _fingerprint_bruteforcesampler(sampler: optuna.samplers.BruteForceSampler) -> str + + Generate a fingerprint string for an Optuna BruteForceSampler. + + :param sampler: The BruteForceSampler to fingerprint. + + :returns: A fingerprint string that uniquely identifies the BruteForceSampler's configuration. + + + .. py:method:: _get_nsgaiichildgenerationstrategy(strategy: optuna.samplers.nsgaii._child_generation_strategy.NSGAIIChildGenerationStrategy) -> str + + Generate a fingerprint string for an Optuna NSGAIIChildGenerationStrategy. + + :param strategy: The NSGAIIChildGenerationStrategy to fingerprint. + + :returns: A fingerprint string that uniquely identifies the NSGAIIChildGenerationStrategy's configuration. + + + .. py:method:: _get_inspect_source(func: Callable | None) -> str + + Get the source code of a Callable. + + :param func: The Callable to get the source code of. + + :returns: The source code of the Callable. + + + .. py:method:: _get_sorted_json_dump(data: dict[str, Any] | None) -> str + + Get a sorted JSON dump of a dictionary. + + :param data: The dictionary to dump. + + :returns: The sorted JSON dump of the dictionary. + + + .. py:method:: _get_rng_state(rng: optuna.samplers._lazy_random_state.LazyRandomState) -> str + + Get the state of a RandomState. + + :param rng: The RandomState to get the state of. + + :returns: The state of the RandomState. + + + diff --git a/_sources/autoapi/mleko/cache/fingerprinters/vaex_fingerprinter/index.rst.txt b/_sources/autoapi/mleko/cache/fingerprinters/vaex_fingerprinter/index.rst.txt new file mode 100644 index 00000000..91659fb0 --- /dev/null +++ b/_sources/autoapi/mleko/cache/fingerprinters/vaex_fingerprinter/index.rst.txt @@ -0,0 +1,53 @@ +:py:mod:`mleko.cache.fingerprinters.vaex_fingerprinter` +======================================================= + +.. py:module:: mleko.cache.fingerprinters.vaex_fingerprinter + +.. autoapi-nested-parse:: + + The module containing the VaexFingerprinter class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.fingerprinters.vaex_fingerprinter.VaexFingerprinter + + + + +.. py:class:: VaexFingerprinter + + Bases: :py:obj:`mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter` + + A fingerprinter for Vaex DataFrames. + + .. py:method:: fingerprint(data: vaex.DataFrame) -> str + + Generate a fingerprint for a Vaex DataFrame. + + .. note:: + + The fingerprint is generated by calling the `fingerprint()` method of the `vaex` DataFrame. This + method will attempt to generate a unique fingerprint for the given DataFrame, it may however + not be completely stable across different runs of the program (see the `fingerprint()` method + of the `vaex` DataFrame for more information). + + :param data: The Vaex DataFrame to be fingerprinted. + + :returns: The fingerprint as a hexadecimal string. + + .. rubric:: Examples + + >>> fingerprinter = VaexFingerprinter() + >>> fingerprinter.fingerprint(vaex.from_arrays(x=[1, 2, 3], y=[4, 5, 6])) + "fingerprint" + + + diff --git a/_sources/autoapi/mleko/cache/handlers/base_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/base_cache_handler/index.rst.txt new file mode 100644 index 00000000..d4ee699a --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/base_cache_handler/index.rst.txt @@ -0,0 +1,51 @@ +:py:mod:`mleko.cache.handlers.base_cache_handler` +================================================= + +.. py:module:: mleko.cache.handlers.base_cache_handler + +.. autoapi-nested-parse:: + + This module contains the `CacheHandler` class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.base_cache_handler.CacheHandler + + + + +.. py:class:: CacheHandler + + Bases: :py:obj:`NamedTuple` + + A named tuple representing a cache handler. + + .. py:attribute:: writer + :type: Callable[[pathlib.Path, Any], None] + + A function that takes a Path object and data as input and saves the data to the cache file. + + .. py:attribute:: reader + :type: Callable[[pathlib.Path], Any] + + A function that takes a Path object as input and returns the deserialized data stored in the cache file. + + .. py:attribute:: suffix + :type: str + + The suffix of the cache files. + + .. py:attribute:: can_handle_none + :type: bool + + Whether the cache handler can handle None values. + + diff --git a/_sources/autoapi/mleko/cache/handlers/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/index.rst.txt new file mode 100644 index 00000000..347b296e --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/index.rst.txt @@ -0,0 +1,95 @@ +:py:mod:`mleko.cache.handlers` +============================== + +.. py:module:: mleko.cache.handlers + +.. autoapi-nested-parse:: + + The subpackage provides common cache handlers for serializing and deserializing data to the disk. + + To implement a custom cache handler, you need to create a `CacheHandler` object with the following attributes: + - `writer`: A function that takes a Path object and data as input and saves the data to the cache file. + - `reader`: A function that takes a Path object as input and returns the deserialized data stored in the cache file. + - `suffix`: The suffix of the cache files. + + The following cache handlers are provided by the subpackage: + - `JOBLIB_CACHE_HANDLER`: A cache handler for Python objects using joblib + - `PICKLE_CACHE_HANDLER`: A cache handler for pickling Python objects. + - `VAEX_DATAFRAME_CACHE_HANDLER`: A cache handler for `vaex` DataFrames. + - `JSON_CACHE_HANDLER`: A cache handler for serializing and deserializing data using JSON. + - `STRING_CACHE_HANDLER`: A cache handler for serializing and deserializing string data. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_cache_handler/index.rst + joblib_cache_handler/index.rst + json_cache_handler/index.rst + pickle_cache_handler/index.rst + string_cache_handler/index.rst + vaex_cache_handler/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.CacheHandler + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.read_joblib + mleko.cache.handlers.write_joblib + mleko.cache.handlers.read_json + mleko.cache.handlers.write_json + mleko.cache.handlers.read_pickle + mleko.cache.handlers.write_pickle + mleko.cache.handlers.read_string + mleko.cache.handlers.write_string + mleko.cache.handlers.read_vaex_dataframe + mleko.cache.handlers.write_vaex_dataframe + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.JOBLIB_CACHE_HANDLER + mleko.cache.handlers.JSON_CACHE_HANDLER + mleko.cache.handlers.PICKLE_CACHE_HANDLER + mleko.cache.handlers.STRING_CACHE_HANDLER + mleko.cache.handlers.VAEX_DATAFRAME_CACHE_HANDLER + + + + + + + + + + + + + + + + + + diff --git a/_sources/autoapi/mleko/cache/handlers/joblib_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/joblib_cache_handler/index.rst.txt new file mode 100644 index 00000000..b434b1df --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/joblib_cache_handler/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache.handlers.joblib_cache_handler` +=================================================== + +.. py:module:: mleko.cache.handlers.joblib_cache_handler + +.. autoapi-nested-parse:: + + This module contains the CacheHandler for serializing and deserializing data using joblib. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.joblib_cache_handler.write_joblib + mleko.cache.handlers.joblib_cache_handler.read_joblib + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.joblib_cache_handler.JOBLIB_CACHE_HANDLER + + +.. py:function:: write_joblib(cache_file_path: pathlib.Path, output: Any) -> None + + Writes the given data to a cache file at the specified path, serializing it using joblib. + + :param cache_file_path: A Path object representing the location where the cache file should be saved. + :param output: The data to be serialized and saved to the cache file. + + +.. py:function:: read_joblib(cache_file_path: pathlib.Path) -> Any + + Reads the cache file from the specified path and returns the deserialized data. + + :param cache_file_path: A Path object representing the location of the cache file. + + :returns: The deserialized data stored in the cache file. + + +.. py:data:: JOBLIB_CACHE_HANDLER + + A CacheHandler for Python objects using joblib. + diff --git a/_sources/autoapi/mleko/cache/handlers/json_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/json_cache_handler/index.rst.txt new file mode 100644 index 00000000..e42274ec --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/json_cache_handler/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache.handlers.json_cache_handler` +================================================= + +.. py:module:: mleko.cache.handlers.json_cache_handler + +.. autoapi-nested-parse:: + + This module contains the CacheHandler for serializing and deserializing data using JSON. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.json_cache_handler.write_json + mleko.cache.handlers.json_cache_handler.read_json + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.json_cache_handler.JSON_CACHE_HANDLER + + +.. py:function:: write_json(cache_file_path: pathlib.Path, output: dict | list) -> None + + Writes the given data to a cache file at the specified path, serializing it using JSON. + + :param cache_file_path: A Path object representing the location where the cache file should be saved. + :param output: The data to be serialized and saved to the cache file. + + +.. py:function:: read_json(cache_file_path: pathlib.Path) -> Any + + Reads the cache file from the specified path and returns the deserialized data. + + :param cache_file_path: A Path object representing the location of the cache file. + + :returns: The deserialized data stored in the cache file. + + +.. py:data:: JSON_CACHE_HANDLER + + A CacheHandler for serializing and deserializing data using JSON. + diff --git a/_sources/autoapi/mleko/cache/handlers/pickle_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/pickle_cache_handler/index.rst.txt new file mode 100644 index 00000000..d312dc07 --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/pickle_cache_handler/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache.handlers.pickle_cache_handler` +=================================================== + +.. py:module:: mleko.cache.handlers.pickle_cache_handler + +.. autoapi-nested-parse:: + + This module contains the CacheHandler for serializing and deserializing data using pickle. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.pickle_cache_handler.write_pickle + mleko.cache.handlers.pickle_cache_handler.read_pickle + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.pickle_cache_handler.PICKLE_CACHE_HANDLER + + +.. py:function:: write_pickle(cache_file_path: pathlib.Path, output: Any) -> None + + Writes the given data to a cache file at the specified path, serializing it using pickle. + + :param cache_file_path: A Path object representing the location where the cache file should be saved. + :param output: The data to be serialized and saved to the cache file. + + +.. py:function:: read_pickle(cache_file_path: pathlib.Path) -> Any + + Reads the cache file from the specified path and returns the deserialized data. + + :param cache_file_path: A Path object representing the location of the cache file. + + :returns: The deserialized data stored in the cache file. + + +.. py:data:: PICKLE_CACHE_HANDLER + + A CacheHandler for pickling Python objects. + diff --git a/_sources/autoapi/mleko/cache/handlers/string_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/string_cache_handler/index.rst.txt new file mode 100644 index 00000000..387cb410 --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/string_cache_handler/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache.handlers.string_cache_handler` +=================================================== + +.. py:module:: mleko.cache.handlers.string_cache_handler + +.. autoapi-nested-parse:: + + This module contains the CacheHandler for serializing and deserializing string data. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.string_cache_handler.write_string + mleko.cache.handlers.string_cache_handler.read_string + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.string_cache_handler.STRING_CACHE_HANDLER + + +.. py:function:: write_string(cache_file_path: pathlib.Path, output: str) -> None + + Writes the given data to a cache file at the specified path. + + :param cache_file_path: A Path object representing the location where the cache file should be saved. + :param output: The data to be serialized and saved to the cache file. + + +.. py:function:: read_string(cache_file_path: pathlib.Path) -> Any + + Reads the cache file from the specified path and returns the deserialized data. + + :param cache_file_path: A Path object representing the location of the cache file. + + :returns: The deserialized data stored in the cache file. + + +.. py:data:: STRING_CACHE_HANDLER + + A CacheHandler for serializing and deserializing string data. + diff --git a/_sources/autoapi/mleko/cache/handlers/vaex_cache_handler/index.rst.txt b/_sources/autoapi/mleko/cache/handlers/vaex_cache_handler/index.rst.txt new file mode 100644 index 00000000..0724f609 --- /dev/null +++ b/_sources/autoapi/mleko/cache/handlers/vaex_cache_handler/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache.handlers.vaex_cache_handler` +================================================= + +.. py:module:: mleko.cache.handlers.vaex_cache_handler + +.. autoapi-nested-parse:: + + This module contains the CacheHandler for reading a writing `vaex` DataFrames to disk. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.vaex_cache_handler.read_vaex_dataframe + mleko.cache.handlers.vaex_cache_handler.write_vaex_dataframe + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.handlers.vaex_cache_handler.VAEX_DATAFRAME_CACHE_HANDLER + + +.. py:function:: read_vaex_dataframe(cache_file_path: pathlib.Path) -> vaex.DataFrame + + Reads a cache file containing a `vaex` DataFrame. + + :param cache_file_path: The path of the cache file to be read. + + :returns: The contents of the cache file as a DataFrame. + + +.. py:function:: write_vaex_dataframe(cache_file_path: pathlib.Path, output: vaex.DataFrame) -> None + + Writes the results of the DataFrame conversion to a file. + + :param cache_file_path: The path of the cache file to be written. + :param output: The Vaex DataFrame to be saved in the cache file. + + +.. py:data:: VAEX_DATAFRAME_CACHE_HANDLER + + A CacheHandler for `vaex` DataFrames. + diff --git a/_sources/autoapi/mleko/cache/index.rst.txt b/_sources/autoapi/mleko/cache/index.rst.txt new file mode 100644 index 00000000..1fc024ee --- /dev/null +++ b/_sources/autoapi/mleko/cache/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.cache` +===================== + +.. py:module:: mleko.cache + +.. autoapi-nested-parse:: + + The subpackage provides caching mixins and fingerprinting utilities to efficiently cache method call results. + + The core of the caching functionality is provided by the `CacheMixin` class, which can be used to + cache the results of method calls. + + The following caching mixins are provided by the subpackage: + - `CacheMixin`: The core caching mixin. + - `LRUCacheMixin`: A mixin that adds LRU eviction to the cache. + + + +Subpackages +----------- +.. toctree:: + :titlesonly: + :maxdepth: 3 + + fingerprinters/index.rst + handlers/index.rst + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + cache_mixin/index.rst + lru_cache_mixin/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.CacheMixin + mleko.cache.LRUCacheMixin + + + + + + diff --git a/_sources/autoapi/mleko/cache/lru_cache_mixin/index.rst.txt b/_sources/autoapi/mleko/cache/lru_cache_mixin/index.rst.txt new file mode 100644 index 00000000..9e204eca --- /dev/null +++ b/_sources/autoapi/mleko/cache/lru_cache_mixin/index.rst.txt @@ -0,0 +1,213 @@ +:py:mod:`mleko.cache.lru_cache_mixin` +===================================== + +.. py:module:: mleko.cache.lru_cache_mixin + +.. autoapi-nested-parse:: + + This module contains a LRU cache mixin that can be used by the cache classes. + + The `LRUCacheMixin` can be used to add Least Recently Used (LRU) cache functionality to the cached classes. + It evicts the least recently used cache entries when the maximum number of cache entries is exceeded. + The LRU cache mechanism ensures that the most frequently accessed cache entries are retained, while entries that are + rarely accessed and have not been accessed recently are evicted first as the cache fills up. The cache entries + are stored in the cache directory, and the cache is trimmed if needed when cold starting the cache. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.cache.lru_cache_mixin.LRUCacheMixin + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.cache.lru_cache_mixin.METHOD_GROUP_CACHE_KEY_PATTERN + mleko.cache.lru_cache_mixin.logger + + +.. py:data:: METHOD_GROUP_CACHE_KEY_PATTERN + :value: '\\.([a-zA-Z_][a-zA-Z0-9_]*)(\\.[a-zA-Z_][a-zA-Z0-9_]*)?\\.[a-fA-F\\d]{32}' + + A regular expression pattern for matching cache keys in the format `...`. + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: LRUCacheMixin(cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.cache_mixin.CacheMixin` + + Least Recently Used Cache Mixin. + + This mixin class extends the CacheMixin to provide a Least Recently Used (LRU) cache mechanism. + It evicts the least recently used cache entries when the maximum number of cache entries is exceeded. + The LRU cache mechanism ensures that the most frequently accessed cache entries are retained, + while entries that are rarely accessed and have not been accessed recently are evicted first as the cache fills up. + + Initializes the `LRUCacheMixin` with the provided cache directory and maximum number of cache entries. + + .. note:: + + The cache directory is created if it does not exist. When cold starting the cache, the cache will be loaded + from the cache directory. The files are sorted by their modification time, and the cache is trimmed if + needed. + + :param cache_directory: The directory where cache files will be stored. If None, the cache will be disabled. + :param cache_size: The maximum number of cache entries allowed before eviction. + + .. rubric:: Examples + + >>> from mleko.cache import LRUCacheMixin + >>> class MyClass(LRUCacheMixin): + ... def __init__(self): + ... super().__init__("cache", "pkl", 2) + ... + ... def my_method(self, x): + ... return self._cached_execute(lambda: x ** 2, [x])[1] + >>> my_class = MyClass() + >>> my_class.my_method(2) + 4 # This is not cached + >>> my_class.my_method(2) + 4 # This is cached + >>> my_class.my_method(3) + 9 # This is not cached + >>> my_class.my_method(2) + 4 # This is cached + >>> my_class.my_method(3) + 9 # This is cached + >>> my_class.my_method(4) + 16 # This is not cached, and the cache is full so the least recently used entry is evicted (x = 2) + + .. py:method:: _load_cache_from_disk() -> None + + Loads the cache entries from the cache directory and initializes the LRU cache. + + Cache entries are ordered by their modification time, and the cache is trimmed if needed. + + + .. py:method:: _load_from_cache(cache_key: str, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> Any | None + + Loads data from the cache based on the provided cache key and updates the LRU cache. + + :param cache_key: A string representing the cache key. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + :returns: The cached data if it exists, or None if there is no data for the given cache key. + + + .. py:method:: _save_to_cache(cache_key: str, output: Any | Sequence[Any], cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> None + + Saves the given data to the cache using the provided cache key, updating the LRU cache accordingly. + + If the cache reaches its maximum size, the least recently used entry will be evicted. + + :param cache_key: A string representing the cache key. + :param output: The data to be saved to the cache. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + + .. py:method:: _evict_least_recently_used_if_full(group_identifier: str) -> None + + Evicts the least recently used cache entry if the cache is full. + + :param group_identifier: The group identifier for the cache entries. + + + .. py:method:: _cached_execute(lambda_func: Callable[[], Any], cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, force_recompute: bool = False, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler] | None = None, disable_cache: bool = False) -> Any + + Executes the given function, caching the results based on the provided cache keys and fingerprints. + + .. warning:: + + The cache group is used to group related cache keys together to prevent collisions between cache keys + originating from the same method. For example, if a method is called during the training and testing + phases of a machine learning pipeline, the cache keys for the training and testing phases should be + using different cache groups to prevent collisions between the cache keys for the two phases. Otherwise, + the later cache keys might overwrite the earlier cache entries. + + :param lambda_func: A lambda function to execute. + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing + a value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group, used to group related cache keys together when methods + are called independently. + :param force_recompute: A boolean indicating whether to force recompute the result and update the cache, even if a + cached result is available. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If None, the cache files will + be read using pickle. If a single CacheHandler instance is provided, it will be used for all cache + files. If a list of CacheHandler instances is provided, each CacheHandler instance will be used for + each cache file. + :param disable_cache: Overrides the class-level `disable_cache` attribute. If set to True, disables the cache. + + :returns: A tuple containing a boolean indicating whether the cached result was used, and the result of executing the + given function. If a cached result is available and `force_recompute` is False, the cached result will be + returned instead of recomputing the result. + + + .. py:method:: _compute_cache_key(cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, frame_depth: int = 3) -> str + + Computes the cache key based on the provided cache keys and the calling function's fully qualified name. + + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing a + value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group. + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :raises ValueError: If the computed cache key is too long. + + :returns: A string representing the computed cache key, which is the MD5 hash of the fully qualified name of the + calling function or method, along with the fingerprints of the provided cache keys. + + + .. py:method:: _get_handler(cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], index: int = 0) -> mleko.cache.handlers.CacheHandler + + Gets the cache handler at the given index. + + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param index: The index of the cache handler to get. + + :returns: Handler at the given index. If a single CacheHandler instance is provided, it will be returned. + + + .. py:method:: _write_to_cache_file(cache_key: str, output_item: Any, index: int, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], is_sequence_output: bool) -> None + + Writes the given data to the cache file using the provided cache key. + + If the output is None and the cache handler cannot handle None, the output will be saved using the pickle + cache handler. Otherwise, the output will be saved to a cache file using the provided cache handler. + + :param cache_key: A string representing the cache key. + :param output_item: The data to be saved to the cache. + :param index: The index of the cache handler to use. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param is_sequence_output: Whether the output is a sequence or not. If True, the cache file will be saved with the + index appended to the cache key. + + + .. py:method:: _find_cache_type_name(cls: type) -> str | None + + Recursively searches the class hierarchy for the name of the class that inherits from `CacheMixin`. + + :param cls: The class to search. + + :returns: The name of the class that inherits from `CacheMixin`, or None if no such class exists. + + + diff --git a/_sources/autoapi/mleko/dataset/convert/base_converter/index.rst.txt b/_sources/autoapi/mleko/dataset/convert/base_converter/index.rst.txt new file mode 100644 index 00000000..d4e2d4c2 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/convert/base_converter/index.rst.txt @@ -0,0 +1,52 @@ +:py:mod:`mleko.dataset.convert.base_converter` +============================================== + +.. py:module:: mleko.dataset.convert.base_converter + +.. autoapi-nested-parse:: + + The module containing the base class for data converter. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.convert.base_converter.BaseConverter + + + + +.. py:class:: BaseConverter(cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract base class for data converter. + + Initialize the `BaseConverter`. + + The `cache_size` is the maximum number of cache entries, and the cache will be cleared if the number of + entries exceeds this value. + + :param cache_directory: The directory to store the cache in. + :param cache_size: The maximum number of cache entries. + + .. py:method:: convert(file_paths: list[pathlib.Path] | list[str], cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + :abstractmethod: + + Abstract method to convert the input file paths to the desired output format. + + :param file_paths: A list of input file paths to be converted. + :param cache_group: The cache group to use. + :param force_recompute: If set to True, forces recomputation and ignores the cache. + :param disable_cache: If set to True, disables the cache. + + :raises NotImplementedError: If the method is not implemented. + + + diff --git a/_sources/autoapi/mleko/dataset/convert/csv_to_vaex_converter/index.rst.txt b/_sources/autoapi/mleko/dataset/convert/csv_to_vaex_converter/index.rst.txt new file mode 100644 index 00000000..32e4adfe --- /dev/null +++ b/_sources/autoapi/mleko/dataset/convert/csv_to_vaex_converter/index.rst.txt @@ -0,0 +1,165 @@ +:py:mod:`mleko.dataset.convert.csv_to_vaex_converter` +===================================================== + +.. py:module:: mleko.dataset.convert.csv_to_vaex_converter + +.. autoapi-nested-parse:: + + The module contains the `CSVToVaexConverter`, which converts CSV to a random-access `vaex` compatible format. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.convert.csv_to_vaex_converter.CSVToVaexConverter + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.convert.csv_to_vaex_converter.write_vaex_dataframe_with_cleanup + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.convert.csv_to_vaex_converter.logger + mleko.dataset.convert.csv_to_vaex_converter.V_CPU_COUNT + mleko.dataset.convert.csv_to_vaex_converter.RESERVED_KEYWORDS + + +.. py:data:: logger + + A module-level logger instance. + +.. py:data:: V_CPU_COUNT + + A module-level constant representing the total number of CPUs available on the current system. + +.. py:data:: RESERVED_KEYWORDS + + A module-level constant representing the reserved keywords in Python. + +.. py:function:: write_vaex_dataframe_with_cleanup(cache_file_path: pathlib.Path, output: vaex.DataFrame) -> None + + Writes the results of the DataFrame conversion to a file and cleans up the cache directory. + + :param cache_file_path: The path of the cache file to be written. + :param output: The Vaex DataFrame to be saved in the cache file. + + +.. py:class:: CSVToVaexConverter(forced_numerical_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), forced_categorical_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), forced_boolean_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), drop_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), meta_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), drop_rows_with_na_columns: list[str] | tuple[str, Ellipsis] | tuple[] = (), na_values: list[str] | tuple[str, Ellipsis] | tuple[] = ('-9998', '-9998.0', '-9999', '-9999.0', '-99', '-99.0', 'nan', 'none', 'non', 'Nan', 'None', 'Non', '', 'N/A', 'N/a', 'unknown', 'missing'), true_values: list[str] | tuple[str, Ellipsis] | tuple[] = ('t', 'True', 'true', '1'), false_values: list[str] | tuple[str, Ellipsis] | tuple[] = ('f', 'False', 'false', '0'), downcast_float: bool = False, random_state: int | None = 42, num_workers: int = V_CPU_COUNT, cache_directory: str | pathlib.Path = 'data/csv-to-vaex-converter', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.convert.base_converter.BaseConverter` + + A class that converts CSV to a random-access `vaex` compatible format. + + Initializes the `CSVToArrowConverter` with the necessary configurations and parameters. + + :param forced_numerical_columns: A sequence of column names to force as numerical type. + :param forced_categorical_columns: A sequence of column names to force as categorical type. + :param forced_boolean_columns: A sequence of column names to force as boolean type. + :param drop_columns: A sequence of column names to drop during conversion. + :param meta_columns: A sequence of column names to be considered as metadata (e.g. ID or target columns). + :param drop_rows_with_na_columns: A sequence of column names to drop rows with missing values. + :param na_values: A sequence of strings to consider as NaN or missing values. + :param true_values: A sequence of strings to consider as True values. + :param false_values: A sequence of strings to consider as False values. + :param downcast_float: If True, downcast float64 to float32 during conversion. + :param random_state: A seed for the random number generator. + :param num_workers: Number of workers to use for parallel processing. + :param cache_directory: The directory where the converted files will be saved. + :param cache_size: Maximum number of cache entries for the LRUCacheMixin. + + .. warning:: + + The `forced_numerical_columns`, `forced_categorical_columns`, `forced_boolean_columns`, and `drop_columns` + parameters are mutually exclusive. Meaning, a column cannot be specified in more than one of these + parameters. If a column is specified in more than one of these parameters, the last parameter will be used + and the previous ones will be ignored. + + .. rubric:: Example + + >>> import vaex + >>> from mleko.dataset.convert import CSVToArrowConverter + >>> converter = CSVToArrowConverter( + ... forced_numerical_columns=["x"], + ... forced_categorical_columns=["y"], + ... forced_boolean_columns=["z"], + ... drop_columns=["a"], + ... na_values=["-9999"], + ... true_values=["t"], + ... false_values=["f"], + ... downcast_float=True, + ... random_state=42, + ... num_workers=4, + ... cache_size=1, + ... ) + >>> df = converter.convert(["data.csv"]) + + .. py:method:: convert(file_paths: list[pathlib.Path] | list[str], cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Converts a list of CSV files to Arrow format and returns a `vaex` dataframe joined from the converted data. + + The method takes care of caching, and results will be reused accordingly unless `force_recompute` + is set to True. The resulting dataframe is a `vaex` DataFrame joined from the converted data. + The conversion is done in chunks to optimize parallel processing. + + .. note:: + + Will read the first `100,000/len(file_paths)` rows of each file to determine if the file is the same as the + one in the cache. If the file is the same, the cache will be used. Otherwise, the file will be converted + and the cache will be updated. + + :param file_paths: A list of file paths to be converted. + :param cache_group: The cache group to use. + :param force_recompute: If set to True, forces recomputation and ignores the cache. + :param disable_cache: If set to True, disables the cache. + + :returns: The resulting dataframe with the combined converted data. + + + .. py:method:: _convert_csv_file_to_arrow(file_path: pathlib.Path | str, output_directory: pathlib.Path, forced_numerical_columns: tuple[str, Ellipsis], forced_categorical_columns: tuple[str, Ellipsis], forced_boolean_columns: tuple[str, Ellipsis], drop_columns: tuple[str, Ellipsis], na_values: tuple[str, Ellipsis], true_values: tuple[str, Ellipsis], false_values: tuple[str, Ellipsis], downcast_float: bool) -> None + :staticmethod: + + Converts a single CSV file to Arrow format using the provided options and saves it to the output directory. + + This operation is done in chunks to optimize parallel processing. The resulting dataframe is saved in the + output directory with the given suffix. + + :param file_path: The path of the CSV file to be converted. + :param output_directory: The directory where the converted file should be saved. + :param forced_numerical_columns: A sequence of column names to be forced to numerical type. + :param forced_categorical_columns: A sequence of column names to be forced to categorical type. + :param forced_boolean_columns: A sequence of column names to be forced to boolean type. + :param drop_columns: A sequence of column names to be dropped from the dataframe. + :param na_values: A sequence of values to be considered as NaN. + :param true_values: A sequence of values to be considered as True. + :param false_values: A sequence of values to be considered as False. + :param downcast_float: If set to True, downcasts float64 to float32. + + + .. py:method:: _convert(file_paths: list[pathlib.Path] | list[str]) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Converts a list of CSV files to Arrow format using parallel processing. + + Chunks of files are processed in parallel and saved in the output directory. + + :param file_paths: A list of file paths to be converted. + + :returns: A DataFrame containing the merged chunks. + + + diff --git a/_sources/autoapi/mleko/dataset/convert/index.rst.txt b/_sources/autoapi/mleko/dataset/convert/index.rst.txt new file mode 100644 index 00000000..3358e4c1 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/convert/index.rst.txt @@ -0,0 +1,41 @@ +:py:mod:`mleko.dataset.convert` +=============================== + +.. py:module:: mleko.dataset.convert + +.. autoapi-nested-parse:: + + The subpackage provides functionality for converting data between different file formats. + + The subpackage contains the following converter classes: + - `BaseConverter`: The abstract base class for all converters. + - `CSVToVaexConverter`: A converter for converting CSV files to Vaex DataFrames. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_converter/index.rst + csv_to_vaex_converter/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.convert.BaseConverter + mleko.dataset.convert.CSVToVaexConverter + + + + + + diff --git a/_sources/autoapi/mleko/dataset/data_schema/index.rst.txt b/_sources/autoapi/mleko/dataset/data_schema/index.rst.txt new file mode 100644 index 00000000..407eec59 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/data_schema/index.rst.txt @@ -0,0 +1,119 @@ +:py:mod:`mleko.dataset.data_schema` +=================================== + +.. py:module:: mleko.dataset.data_schema + +.. autoapi-nested-parse:: + + Module for DataSchema class, used for storing type information about the dataset. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.data_schema.DataSchema + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.data_schema.logger + mleko.dataset.data_schema.DataType + + +.. py:data:: logger + + The logger for the module. + +.. py:data:: DataType + + Type alias for the data types. + +.. py:class:: DataSchema(numerical: list[str] | tuple[str, Ellipsis] | tuple[] = (), categorical: list[str] | tuple[str, Ellipsis] | tuple[] = (), boolean: list[str] | tuple[str, Ellipsis] | tuple[] = (), datetime: list[str] | tuple[str, Ellipsis] | tuple[] = (), timedelta: list[str] | tuple[str, Ellipsis] | tuple[] = ()) + + DataSchema class for storing type information about the dataset. + + Initialize DataSchema with the given features. + + :param numerical: List of numerical features. + :param categorical: List of categorical features. + :param boolean: List of boolean features. + :param datetime: List of datetime features. + :param timedelta: List of timedelta features. + + :raises ValueError: If feature names are not unique across all types. + + .. py:method:: get_features(types: list[DataType] | tuple[DataType, Ellipsis] | tuple[] = ()) -> list[str] + + Get features of a given type. + + If no type is specified, all features are returned. + + :param types: List of data types to be returned. + + :returns: List of features of a given type. + + + .. py:method:: get_type(feature: str) -> DataType + + Get the type of a given feature. + + :param feature: Feature name. + + :raises ValueError: If feature is not found in the schema. + + :returns: Feature data type. + + + .. py:method:: drop_features(features: set[str] | list[str] | tuple[str, Ellipsis] | tuple[]) -> DataSchema + + Drop a feature from the DataSchema. + + :param features: List of feature names to be dropped. + + + .. py:method:: add_feature(feature: str, dtype: DataType) -> DataSchema + + Add a feature to the DataSchema. + + :param feature: Feature name. + :param dtype: Feature data type. + + :raises ValueError: If feature is already present in the schema. + + + .. py:method:: change_feature_type(feature: str, dtype: DataType) -> DataSchema + + Change the type of a feature in the DataSchema. + + :param feature: Feature name. + :param dtype: Feature data type. + + :raises ValueError: If feature is not present in the schema. + + + .. py:method:: to_dict() -> dict[str, list[str]] + + Return the dict representation of DataSchema. + + :returns: Dict representation of DataSchema. + + + .. py:method:: copy() -> DataSchema + + Create a copy of this DataSchema. + + :returns: A copy of this DataSchema. + + + diff --git a/_sources/autoapi/mleko/dataset/export/base_exporter/index.rst.txt b/_sources/autoapi/mleko/dataset/export/base_exporter/index.rst.txt new file mode 100644 index 00000000..2b97cb31 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/export/base_exporter/index.rst.txt @@ -0,0 +1,42 @@ +:py:mod:`mleko.dataset.export.base_exporter` +============================================ + +.. py:module:: mleko.dataset.export.base_exporter + +.. autoapi-nested-parse:: + + Abstract base class module for data exporter implementations to store data to various destinations. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.base_exporter.BaseExporter + + + + +.. py:class:: BaseExporter + + Bases: :py:obj:`abc.ABC` + + `BaseExporter` is an abstract base class for data exporters. + + .. py:method:: export(data: Any | list[Any], config: dict[str, Any] | list[dict[str, Any]], force_recompute: bool = False) -> str | pathlib.Path | list[str] | list[pathlib.Path] | None + :abstractmethod: + + Exports the data to a destination. + + :param data: Data to be exported. + :param config: Configuration for the export destination. + :param force_recompute: If set to True, forces the data to be exported even if it already exists + at the destination. + + + diff --git a/_sources/autoapi/mleko/dataset/export/index.rst.txt b/_sources/autoapi/mleko/dataset/export/index.rst.txt new file mode 100644 index 00000000..6736a669 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/export/index.rst.txt @@ -0,0 +1,48 @@ +:py:mod:`mleko.dataset.export` +============================== + +.. py:module:: mleko.dataset.export + +.. autoapi-nested-parse:: + + The subpackage provides functionality for exporting data to various destinations. + + This subpackage contains classes designed to easily export to different destinations, like AWS S3 or locally, + + The following ingester classes are provided by the subpackage: + - `BaseExporter`: An abstract base class for data export classes. + - `LocalExporter`: A class for exporting data to a local file. Supports exporting data in various formats, + such as CSV, Arrow, JSON, and Pickle. + - `S3Exporter`: A class for exporting data to an AWS S3 bucket. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_exporter/index.rst + local_exporter/index.rst + s3_exporter/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.BaseExporter + mleko.dataset.export.LocalExporter + mleko.dataset.export.S3Exporter + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/export/local_exporter/index.rst.txt b/_sources/autoapi/mleko/dataset/export/local_exporter/index.rst.txt new file mode 100644 index 00000000..c86e6ff6 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/export/local_exporter/index.rst.txt @@ -0,0 +1,202 @@ +:py:mod:`mleko.dataset.export.local_exporter` +============================================= + +.. py:module:: mleko.dataset.export.local_exporter + +.. autoapi-nested-parse:: + + Module for exporting data to a local file using the `LocalExporter` class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.local_exporter.LocalExporterConfig + mleko.dataset.export.local_exporter.LocalExporter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.local_exporter.logger + mleko.dataset.export.local_exporter.ExportType + + +.. py:data:: logger + + A module-level logger instance. + +.. py:data:: ExportType + + Type alias for the supported export types. + +.. py:class:: LocalExporterConfig + + Bases: :py:obj:`typing_extensions.TypedDict` + + Configuration for the LocalExporter. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: destination + :type: Union[str, pathlib.Path] + + The path of the file to which the data will be exported. + + .. py:attribute:: type + :type: Literal[vaex, json, pickle, joblib, string] + + The type of export to perform. Supported types are 'vaex', 'json', 'pickle', 'joblib', and 'string'. + + .. note:: + + - 'vaex' is used for exporting Vaex DataFrames, which are exported using the Arrow format or + the CSV format depending on the file extension. + - 'json' is used for exporting JSON data. + - 'pickle' is used for exporting generic data using Pickle. + - 'joblib' is used for exporting generic data using Joblib. + - 'string' is used for exporting string data. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: LocalExporter(manifest_file_path: str | pathlib.Path, delete_old_files: bool = False) + + Bases: :py:obj:`mleko.dataset.export.base_exporter.BaseExporter` + + `LocalExporter` class for exporting data to a local file. + + This class provides methods for exporting data to a local file using various methods, such as CSV, Arrow, JSON, + and Pickle. It can be chained with other exporters to export data to multiple destinations, such + as Python -> Local -> S3. + + Initializes the `LocalExporter`. + + .. note:: + + The manifest is intended to be used to keep track of the exported file names and sizes. It should + reflect the current state of the local dataset. In case a new set of files is exported and + `delete_old_files` is set to True, the old files will be deleted unless they are present in the + new data export. + + :param manifest_file_path: Path to the manifest file to use for tracking exported files. If the file does + not exist, it will be created. + :param delete_old_files: Whether to delete the old files from the local dataset before exporting the new ones + based on the manifest. + + .. py:method:: export(data: Any | list[Any], config: LocalExporterConfig | list[LocalExporterConfig], force_recompute: bool = False) -> list[pathlib.Path] + + Exports the data to a local file. + + :param data: Data to be exported. + :param config: Configuration for the export destination following the `LocalExporterConfig` schema. + :param force_recompute: If set to True, forces the data to be exported even if it already exists on disk. + + .. rubric:: Examples + + >>> from mleko.dataset.export import LocalExporter + >>> exporter = LocalExporter() + >>> exporter.export("test data", {"destination": "test.txt", "type": "string"}) + Path('test.txt') + + + .. py:method:: _export_single(data: Any, config: LocalExporterConfig, force_recompute: bool) -> pathlib.Path + + Exports a single data item to a local file. + + :param data: Data to be exported. + :param config: Configuration for the export destination following the `LocalExporterConfig` schema. + :param force_recompute: If set to True, forces the data to be exported even if it already exists on disk. + + :returns: The path to the exported file. + + + .. py:method:: _ensure_path_exists(path: pathlib.Path) -> None + + Ensures the specified path exists. + + :param path: The path to ensure exists. + + + .. py:method:: _run_export_function(data: Any, destination: pathlib.Path, export_type: ExportType) -> None + + + .. py:method:: _hash_data(data: Any, export_type: ExportType) -> str + + Generates a hash for the given data. + + :param data: Data to generate a hash for. + + :returns: A hash of the data. + + + diff --git a/_sources/autoapi/mleko/dataset/export/s3_exporter/index.rst.txt b/_sources/autoapi/mleko/dataset/export/s3_exporter/index.rst.txt new file mode 100644 index 00000000..7a891cde --- /dev/null +++ b/_sources/autoapi/mleko/dataset/export/s3_exporter/index.rst.txt @@ -0,0 +1,198 @@ +:py:mod:`mleko.dataset.export.s3_exporter` +========================================== + +.. py:module:: mleko.dataset.export.s3_exporter + +.. autoapi-nested-parse:: + + Module for exporting data to AWS S3 from the local filesystem using the `S3Exporter` class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.s3_exporter.S3ExporterConfig + mleko.dataset.export.s3_exporter.S3Exporter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.export.s3_exporter.logger + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: S3ExporterConfig + + Bases: :py:obj:`typing_extensions.TypedDict` + + Configuration for the S3 exporter. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: bucket_name + :type: str + + Name of the S3 bucket to export the files to. + + .. py:attribute:: key_prefix + :type: str + + Key prefix (folder) to place the files under. + + .. py:attribute:: extra_args + :type: Optional[dict[str, Any]] + + Extra arguments to pass to the S3 client. + + Refer to the `boto3` documentation for the `upload_file` method for more information. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: S3Exporter(manifest_file_name: str | None = 'manifest', max_concurrent_files: int = 64, workers_per_file: int = 1, aws_profile_name: str | None = None, aws_region_name: str = 'eu-west-1') + + Bases: :py:obj:`mleko.dataset.export.base_exporter.BaseExporter` + + `S3Exporter` provides functionality to export files to an S3 bucket from the local filesystem. + + The class interacts with AWS S3 using the `boto3` library to upload files to an S3 bucket. It supports + multi-threaded uploads to improve performance and caching to avoid re-uploading files that already exist in the + destination. + + Initializes the `S3Exporter` class and creates the S3 client. + + .. note:: + + The S3 bucket client is initialized using the provided AWS profile and region. If no profile is provided, + the default profile will be used. If no region is provided, the default region will be used. + + The profile and region is read from the AWS credentials file located at '~/.aws/credentials'. + + .. note:: + + If you want to update the S3 bucket content extra arguments, make sure to set the `force_recompute` + parameter to `True` when calling the `export` method. This will force the exporter to re-upload the + files to the S3 bucket with the updated extra arguments. + + .. warning:: + + The `max_concurrent_files` and `workers_per_file` parameters are used to control the + number of concurrent upload and parts upload per file, respectively. These parameters should be + set based on the available system resources and the S3 bucket's performance limits. The total number of + concurrent threads is the product of these two parameters + (i.e., `max_concurrent_files * workers_per_file`). + + :param manifest_file_name: Name of the manifest file to store the S3 file metadata. + :param max_concurrent_files: Maximum number of files to upload concurrently. + :param workers_per_file: Number of parts to upload concurrently for each file. This is useful for + upload large files faster, as it allows for parallel upload of different parts of the file. + :param aws_profile_name: AWS profile name to use. + :param aws_region_name: AWS region name where the S3 bucket is located. + + .. rubric:: Examples + + >>> from mleko.dataset.export import S3Exporter + >>> s3_exporter = S3Exporter() + >>> s3_exporter.export(["file1.csv", "file2.csv"], {"bucket_name": "my-bucket", "key_prefix": "data/"}) + ['s3://my-bucket/data/file1.csv', 's3://my-bucket/data/file2.csv'] + + .. py:method:: export(data: list[pathlib.Path] | list[str], config: S3ExporterConfig, force_recompute: bool = False) -> list[str] + + Export the files to the specified S3 bucket and key prefix. + + Will verify if the files already exist in the S3 bucket and key prefix before exporting them. + + :param data: List of file paths to export to S3. + :param config: Configuration for the S3 exporter. + :param force_recompute: If set to True, forces the data to be exported even if it already exists + at the destination. + + :returns: List of S3 paths to the exported files. + + + .. py:method:: _s3_export_all(file_paths: list[pathlib.Path], bucket_name: str, key_prefix: str, extra_args: dict[str, Any] | None) -> list[mleko.utils.s3_helpers.S3FileManifest] + + Exports all files to S3 to the specified bucket and key prefix in parallel. + + :param file_paths: List of file paths to export to S3. + :param bucket_name: Name of the S3 bucket to export the files to. + :param key_prefix: Key prefix to use for the S3 object keys. + :param extra_args: Extra arguments to pass to the S3 client. + + :returns: S3 manifest for the exported files. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/base_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/base_feature_selector/index.rst.txt new file mode 100644 index 00000000..677955af --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/base_feature_selector/index.rst.txt @@ -0,0 +1,190 @@ +:py:mod:`mleko.dataset.feature_select.base_feature_selector` +============================================================ + +.. py:module:: mleko.dataset.feature_select.base_feature_selector + +.. autoapi-nested-parse:: + + Module for the base feature selector class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.base_feature_selector.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: BaseFeatureSelector(features: list[str] | tuple[str, Ellipsis] | None, ignore_features: list[str] | tuple[str, Ellipsis] | None, cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract class for feature selection. + + The feature selection process is implemented in the `fit`, `transform`, and `fit_transform` methods, following the + scikit-learn API. The `fit` method takes a DataFrame as input and returns a fitted feature selector. The `transform` + method takes a DataFrame as input and returns a transformed DataFrame. The `fit_transform` method takes a DataFrame + as input and returns a tuple of a fitted feature selector and a transformed DataFrame. + + .. note:: + + The default set of features to be used by the feature selector is all features applicable to the feature + selector. This can be overridden by passing a list of feature names to the `features` parameter of the + constructor. The default set of features to be ignored by the feature selector is no features. This can be + overridden by passing a list of feature names to the `ignore_features` parameter of the constructor. + + Initializes the feature selector and ensures the destination directory exists. + + .. note:: + + The `features` and `ignore_features` arguments are mutually exclusive. If both are specified, a + `ValueError` is raised. + + :param features: List of feature names to be used by the feature selector. If None, the default is all features + applicable to the feature selector. + :param ignore_features: List of feature names to be ignored by the feature selector. If None, the default is to + ignore no features. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of cache entries. + + :raises ValueError: If both `features` and `ignore_features` are specified. + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + + Fits the feature selector to the specified DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Updated DataSchema and fitted feature selector. + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Extracts the selected features from the DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the transformation to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the feature selector has not been fitted. + + :returns: Updated DataSchema and transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted and transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting and transformation to be recomputed even if the result is + cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame used for feature selection. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _assign_feature_selector(feature_selector: Any) -> None + + Assigns the specified feature selector to the feature_selector attribute. + + Can be overridden by subclasses to assign the feature selector using a different method. + + :param feature_selector: Feature selector to be assigned. + + + .. py:method:: _feature_set(data_schema: mleko.dataset.data_schema.DataSchema) -> list[str] + + Returns the list of features to be used by the feature selector. + + It is the default set of features minus the features to be ignored if the `features` argument is None, or the + list of names in the `features` argument if it is not None. + + :param data_schema: DataSchema of the DataFrame. + + :returns: Sorted list of feature names to be used by the feature selector. + + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + :abstractmethod: + + Fits the feature selector to the specified DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted. + + :raises NotImplementedError: Must be implemented in the child class that inherits from `BaseFeatureSelector`. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + :abstractmethod: + + Transforms the dataframe by extracting the selected features. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be transformed. + + :raises NotImplementedError: Must be implemented in the child class that inherits from `BaseFeatureSelector`. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + :abstractmethod: + + Returns the default set of features to be used by the feature selector. + + :param data_schema: DataSchema of the DataFrame. + + :raises NotImplementedError: Must be implemented in the child class that inherits from `BaseFeatureSelector`. + + + .. py:method:: _fingerprint() -> Hashable + :abstractmethod: + + Returns a hashable object that uniquely identifies the feature selector. + + .. note:: + + Subclasses should call the parent method and include the result in the hashable object along with any other + information that uniquely identifies the feature selector. All attributes that are used in the + feature selector that affect the output of the feature selector should be included in the hashable object. + + :returns: Hashable object that uniquely identifies the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/composite_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/composite_feature_selector/index.rst.txt new file mode 100644 index 00000000..21c340c6 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/composite_feature_selector/index.rst.txt @@ -0,0 +1,200 @@ +:py:mod:`mleko.dataset.feature_select.composite_feature_selector` +================================================================= + +.. py:module:: mleko.dataset.feature_select.composite_feature_selector + +.. autoapi-nested-parse:: + + A feature selector that combines multiple feature selectors. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.composite_feature_selector.CompositeFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.composite_feature_selector.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: CompositeFeatureSelector(feature_selectors: list[mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector] | tuple[mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector, Ellipsis], cache_directory: str | pathlib.Path = 'data/composite-feature-selector', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector` + + A feature selector that combines multiple feature selectors. + + It is possible to combine multiple feature selectors into a single feature selector. This can be useful when + multiple feature selectors need to be applied to a DataFrame and the cache needs to be shared between them. + + Initializes the composite feature selector. + + The composite feature selector will combine the feature selectors into a single feature selector. Each feature + selector will be applied to the DataFrame in the order they are specified. + + :param feature_selectors: List of feature selectors to be combined. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.feature_select import CompositeFeatureSelector, MissingRateFeatureSelector + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[1, 2, 3, 4, None, None, None, None, None, None], + ... c=[1, 2, 3, 4, 5, 6, None, None, None, None], + ... ) + >>> ds = DataSchema( + ... numerical=["a", "b", "c"], + ... ) + >>> feature_selector = CompositeFeatureSelector( + ... feature_selectors=[ + ... MissingRateFeatureSelector( + ... missing_rate_threshold=0.75, + ... ), + ... MissingRateFeatureSelector( + ... missing_rate_threshold=0.50, + ... ), + ... ], + ... ) + >>> ds, _, df = feature_selector.fit_transform(ds, df) + >>> df + # a c + 0 1 1 + 1 2 2 + 2 3 3 + 3 4 4 + 4 5 5 + 5 6 6 + 6 7 None + 7 8 None + 8 9 None + 9 10 None + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, list[Any]] + + Fits the feature selector on the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame on which the feature selector will be fitted. + + :returns: Tuple of updated DataSchema and list of fitted feature selectors. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Selects the features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame from which the features will be selected. + + :returns: DataFrame with the selected features. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame used for feature selection. + + :returns: Tuple of updated data schema, fitted feature selector and transformed DataFrame. + + + .. py:method:: _assign_feature_selector(feature_selector: Any) -> None + + Assigns the specified feature selector to the feature_selector attribute. + + Can be overridden by subclasses to assign the feature selector using a different method. + + :param feature_selector: Feature selector to be assigned. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + Returns the default features of the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + + :returns: Tuple of default features. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the feature selector. + + :returns: Fingerprint of the feature selector. + + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + + Fits the feature selector to the specified DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Updated DataSchema and fitted feature selector. + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Extracts the selected features from the DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the transformation to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the feature selector has not been fitted. + + :returns: Updated DataSchema and transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted and transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting and transformation to be recomputed even if the result is + cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _feature_set(data_schema: mleko.dataset.data_schema.DataSchema) -> list[str] + + Returns the list of features to be used by the feature selector. + + It is the default set of features minus the features to be ignored if the `features` argument is None, or the + list of names in the `features` argument if it is not None. + + :param data_schema: DataSchema of the DataFrame. + + :returns: Sorted list of feature names to be used by the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/index.rst.txt new file mode 100644 index 00000000..27baed49 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/index.rst.txt @@ -0,0 +1,61 @@ +:py:mod:`mleko.dataset.feature_select` +====================================== + +.. py:module:: mleko.dataset.feature_select + +.. autoapi-nested-parse:: + + The subpackage provides functionality for selecting features from data. + + This subpackage offers a collection of feature selectors, each designed for a specific type of feature selection + task. By using these unique feature selectors sequentially, you can create a complete feature selection workflow + within the pipeline. + + The following feature selectors are provided by the subpackage: + - `BaseFeatureSelector`: The abstract base class for all feature selectors. + - `CompositeFeatureSelector`: A feature selector for combining multiple feature selectors. + - `MissingRateFeatureSelector`: A feature selector for removing features with a high percentage of missing values. + - `VarianceFeatureSelector`: A feature selector for removing features with a low standard deviation. + - `PearsonCorrelationFeatureSelector`: A feature selector for removing features with a high Pearson correlation. + - `InvarianceFeatureSelector`: A feature selector for removing invariant features. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_feature_selector/index.rst + composite_feature_selector/index.rst + invariance_feature_selector/index.rst + missing_rate_feature_selector/index.rst + pearson_correlation_feature_selector/index.rst + variance_feature_selector/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.BaseFeatureSelector + mleko.dataset.feature_select.CompositeFeatureSelector + mleko.dataset.feature_select.InvarianceFeatureSelector + mleko.dataset.feature_select.MissingRateFeatureSelector + mleko.dataset.feature_select.PearsonCorrelationFeatureSelector + mleko.dataset.feature_select.VarianceFeatureSelector + + + + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/invariance_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/invariance_feature_selector/index.rst.txt new file mode 100644 index 00000000..6856941c --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/invariance_feature_selector/index.rst.txt @@ -0,0 +1,118 @@ +:py:mod:`mleko.dataset.feature_select.invariance_feature_selector` +================================================================== + +.. py:module:: mleko.dataset.feature_select.invariance_feature_selector + +.. autoapi-nested-parse:: + + Module for the invariance feature selector. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.invariance_feature_selector.InvarianceFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.invariance_feature_selector.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: InvarianceFeatureSelector(features: list[str] | tuple[str, Ellipsis] | None = None, ignore_features: list[str] | tuple[str, Ellipsis] | None = None, cache_directory: str | pathlib.Path = 'data/invariance-feature-selector', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector` + + Selects features based on invariance. + + Initializes the feature selector. + + The feature selector will filter out all invariant features. The default set of features + are all categorical and boolean features in the DataFrame. + + .. note:: Only works with categorical and boolean features. + + .. warning:: + + Make sure to ignore any important features that need to be kept, such as the + target feature or some identifier. + + :param features: List of feature names to be used by the feature selector. + :param ignore_features: List of feature names to be ignored by the feature selector. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.feature_select import InvarianceFeatureSelector + >>> from mleko.utils.vaex_helpers import get_column + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + ... c=[1, 2, 2, 2, 2, 2, 2, 2, 2, 2], + ... d=["str1", "str2", "str3", "str4", "str5", "str6", "str7", "str8", "str9", "str10"], + ... ) + >>> ds = DataSchema( + ... numerical=["a", "b", "c"], + ... categorical=["d"], + ... ) + >>> selector = InvarianceFeatureSelector() + >>> ds, _, df = selector.fit_transform(ds, df) + >>> df.get_column_names() + ['a', 'c', 'd'] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, set[str]] + + Fits the feature selector on the input data. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to fit the feature selector on. + + :returns: Updated DataSchema and the set of invariant features. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Selects features based on invariance. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to select features from. + + :returns: The DataFrame with the selected features. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + Returns the default set of features. + + :param data_schema: The DataSchema of the DataFrame. + + :returns: Tuple of default features. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the feature selector. + + Appends the missing rate threshold to the fingerprint. + + :returns: The fingerprint of the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/missing_rate_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/missing_rate_feature_selector/index.rst.txt new file mode 100644 index 00000000..89ced0d1 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/missing_rate_feature_selector/index.rst.txt @@ -0,0 +1,190 @@ +:py:mod:`mleko.dataset.feature_select.missing_rate_feature_selector` +==================================================================== + +.. py:module:: mleko.dataset.feature_select.missing_rate_feature_selector + +.. autoapi-nested-parse:: + + Module for the missing rate feature selector. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.missing_rate_feature_selector.MissingRateFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.missing_rate_feature_selector.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: MissingRateFeatureSelector(missing_rate_threshold: float, features: list[str] | tuple[str, Ellipsis] | None = None, ignore_features: list[str] | tuple[str, Ellipsis] | None = None, cache_directory: str | pathlib.Path = 'data/missing-rate-feature-selector', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector` + + Selects features based on the missing rate. + + Initializes the feature selector. + + The feature selector will select all features with a missing rate below the specified threshold. The default + set of features is all features in the DataFrame. + + .. note:: Works with all types of features. + + .. warning:: + + Make sure to ignore any important features that need to be kept, such as the + target feature or some identifier. + + :param missing_rate_threshold: The maximum missing rate allowed for a feature to be selected. + :param features: List of feature names to be used by the feature selector. + :param ignore_features: List of feature names to be ignored by the feature selector. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.feature_select import MissingRateFeatureSelector + >>> from mleko.utils.vaex_helpers import get_column + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[1, 2, 3, 4, 5, None, None, None, None, None], + ... c=[1, 2, 3, 4, 5, 6, None, None, None, None], + ... ) + >>> ds = DataSchema(numerical=["a", "b", "c"]) + >>> ds, _, df = MissingRateFeatureSelector( + ... ignore_features=["c"], + ... missing_rate_threshold=0.3, + ... ).fit_transform(ds, df) + >>> df.get_column_names() + ['a', 'b'] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, set[str]] + + Fits the feature selector on the input data. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to fit the feature selector on. + + :returns: Updated DataSchema and the set of features with a missing rate above the threshold. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Selects features based on the missing rate. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to select features from. + + :returns: The DataFrame with the selected features. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + Returns the default set of features. + + :param data_schema: The DataSchema of the DataFrame. + + :returns: Tuple of default features. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the feature selector. + + Appends the missing rate threshold to the fingerprint. + + :returns: The fingerprint of the feature selector. + + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + + Fits the feature selector to the specified DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Updated DataSchema and fitted feature selector. + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Extracts the selected features from the DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the transformation to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the feature selector has not been fitted. + + :returns: Updated DataSchema and transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted and transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting and transformation to be recomputed even if the result is + cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame used for feature selection. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _assign_feature_selector(feature_selector: Any) -> None + + Assigns the specified feature selector to the feature_selector attribute. + + Can be overridden by subclasses to assign the feature selector using a different method. + + :param feature_selector: Feature selector to be assigned. + + + .. py:method:: _feature_set(data_schema: mleko.dataset.data_schema.DataSchema) -> list[str] + + Returns the list of features to be used by the feature selector. + + It is the default set of features minus the features to be ignored if the `features` argument is None, or the + list of names in the `features` argument if it is not None. + + :param data_schema: DataSchema of the DataFrame. + + :returns: Sorted list of feature names to be used by the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/pearson_correlation_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/pearson_correlation_feature_selector/index.rst.txt new file mode 100644 index 00000000..06b2e368 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/pearson_correlation_feature_selector/index.rst.txt @@ -0,0 +1,118 @@ +:py:mod:`mleko.dataset.feature_select.pearson_correlation_feature_selector` +=========================================================================== + +.. py:module:: mleko.dataset.feature_select.pearson_correlation_feature_selector + +.. autoapi-nested-parse:: + + Module for the Pearson correlation feature selector. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.pearson_correlation_feature_selector.PearsonCorrelationFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.pearson_correlation_feature_selector.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: PearsonCorrelationFeatureSelector(correlation_threshold: float, features: list[str] | tuple[str, Ellipsis] | None = None, ignore_features: list[str] | tuple[str, Ellipsis] | None = None, cache_directory: str | pathlib.Path = 'data/pearson-correlation-feature-selector', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector` + + Selects features based on the Pearson correlation. + + Initializes the feature selector. + + Will drop one of two features that are highly correlated. The feature to be dropped is the one with the lowest + average correlation with all other features. If both features have the same average correlation, the first + feature will be dropped. The default set of features is all numeric features in the DataFrame. + + .. note:: Only works with numeric features. + + .. warning:: + + Make sure to ignore any important features that need to be kept, such as the + target feature or some identifier. + + :param correlation_threshold: The maximum correlation allowed for a feature to be selected. + :param features: List of feature names to be used by the feature selector. + :param ignore_features: List of feature names to be ignored by the feature selector. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.feature_select import PearsonCorrelationFeatureSelector + >>> from mleko.utils.vaex_helpers import get_column + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[1, 2, 3, 4, 5, 6, 7, 8, 9, 9], + ... c=[1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + ... ) + >>> ds = DataSchema(numerical=["a", "b", "c"]) + >>> feature_selector = PearsonCorrelationFeatureSelector( + ... correlation_threshold=0.75, + ... ) + >>> ds, _, df = feature_selector.fit_transform(ds, df) + >>> df.get_column_names() + ['a', 'c'] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, set[str]] + + Fits the feature selector on the input data. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to fit the feature selector on. + + :returns: Updated DataSchema and the set of features to be dropped. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Selects features based on the Pearson correlation. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to select features from. + + :returns: The updated DataSchema and DataFrame with the selected features. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + Returns the default set of features. + + :param data_schema: The DataSchema of the DataFrame. + + :returns: Tuple of default features. + + + .. py:method:: _fingerprint() -> Hashable + + Returns a hashable fingerprint of the feature selector. + + Append the pearson correlation threshold to the fingerprint. + + :returns: The fingerprint of the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/feature_select/variance_feature_selector/index.rst.txt b/_sources/autoapi/mleko/dataset/feature_select/variance_feature_selector/index.rst.txt new file mode 100644 index 00000000..3b34b169 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/feature_select/variance_feature_selector/index.rst.txt @@ -0,0 +1,195 @@ +:py:mod:`mleko.dataset.feature_select.variance_feature_selector` +================================================================ + +.. py:module:: mleko.dataset.feature_select.variance_feature_selector + +.. autoapi-nested-parse:: + + Module for the variance feature selector. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.variance_feature_selector.VarianceFeatureSelector + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.feature_select.variance_feature_selector.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: VarianceFeatureSelector(variance_threshold: float, features: list[str] | tuple[str, Ellipsis] | None = None, ignore_features: list[str] | tuple[str, Ellipsis] | None = None, cache_directory: str | pathlib.Path = 'data/variance-feature-selector', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector` + + Selects features based on the variance. + + Initializes the feature selector. + + The feature selector will select all features with a variance above the specified threshold. + The default set of features is all numeric features in the DataFrame. + + .. note:: Only works with numeric features. + + .. warning:: + + Make sure to ignore any important features that need to be kept, such as the + target feature or some identifier. + + :param variance_threshold: The minimum variance allowed for a feature to be selected. + :param features: List of feature names to be used by the feature selector. + :param ignore_features: List of feature names to be ignored by the feature selector. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.feature_select import VarianceFeatureSelector + >>> from mleko.utils.vaex_helpers import get_column + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[1, 1, 1, 1, 1, 1, 1, 1, 1, 1], + ... c=[1, 2, 2, 2, 2, 2, 2, 2, 2, 2], + ... d=["str1", "str2", "str3", "str4", "str5", "str6", "str7", "str8", "str9", "str10"], + ... ) + >>> ds = DataSchema( + ... numerical=["a", "b", "c"], + ... categorical=["d"], + ... ) + >>> selector = VarianceFeatureSelector( + ... variance_threshold=0.1, + ... ignore_features=["c"], + ... ) + >>> ds, _, df = selector.fit_transform(ds, df) + >>> df.get_column_names() + ['a', 'c', 'd'] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, set[str]] + + Fits the feature selector on the input data. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to fit the feature selector on. + + :returns: Updated DataSchema and the set of features with a variance below the threshold. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Selects features based on the variance. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to select features from. + + :returns: Updated DataSchema and DataFrame with the selected features. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + Returns the default set of features. + + :param data_schema: The DataSchema of the DataFrame. + + :returns: Tuple of default features. + + + .. py:method:: _fingerprint() -> Hashable + + Returns a hashable fingerprint of the feature selector. + + Append the variance threshold to the fingerprint. + + :returns: The fingerprint of the feature selector. + + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + + Fits the feature selector to the specified DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Updated DataSchema and fitted feature selector. + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Extracts the selected features from the DataFrame, using the cached result if available. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the transformation to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the feature selector has not been fitted. + + :returns: Updated DataSchema and transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame to be fitted and transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting and transformation to be recomputed even if the result is + cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the feature selector to the specified DataFrame and extracts the selected features from the DataFrame. + + :param data_schema: DataSchema of the DataFrame. + :param dataframe: DataFrame used for feature selection. + + :returns: Tuple of updated DataSchema, fitted feature selector, and transformed DataFrame. + + + .. py:method:: _assign_feature_selector(feature_selector: Any) -> None + + Assigns the specified feature selector to the feature_selector attribute. + + Can be overridden by subclasses to assign the feature selector using a different method. + + :param feature_selector: Feature selector to be assigned. + + + .. py:method:: _feature_set(data_schema: mleko.dataset.data_schema.DataSchema) -> list[str] + + Returns the list of features to be used by the feature selector. + + It is the default set of features minus the features to be ignored if the `features` argument is None, or the + list of names in the `features` argument if it is not None. + + :param data_schema: DataSchema of the DataFrame. + + :returns: Sorted list of feature names to be used by the feature selector. + + + diff --git a/_sources/autoapi/mleko/dataset/filter/base_filter/index.rst.txt b/_sources/autoapi/mleko/dataset/filter/base_filter/index.rst.txt new file mode 100644 index 00000000..8a3a82b5 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/filter/base_filter/index.rst.txt @@ -0,0 +1,52 @@ +:py:mod:`mleko.dataset.filter.base_filter` +========================================== + +.. py:module:: mleko.dataset.filter.base_filter + +.. autoapi-nested-parse:: + + The module containing the base class for data filter. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.base_filter.BaseFilter + + + + +.. py:class:: BaseFilter(cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract base class for data filter. + + Will cache the filtered dataframes in the output directory. + + Initializes the `BaseFilter` with an output directory. + + :param cache_directory: The target directory where the filtered dataframes are to be saved. + :param cache_size: The maximum number of cache entries. + + .. py:method:: filter(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> vaex.DataFrame + :abstractmethod: + + Abstract method to filter the given dataframe. + + :param data_schema: The data schema to be used for filtering. + :param dataframe: The dataframe to be filtered. + :param cache_group: The cache group to use. + :param force_recompute: Forces recomputation if True, otherwise reads from the cache if available. + :param disable_cache: If set to True, disables the cache. + + :raises NotImplementedError: If the method is not implemented. + + + diff --git a/_sources/autoapi/mleko/dataset/filter/expression_filter/index.rst.txt b/_sources/autoapi/mleko/dataset/filter/expression_filter/index.rst.txt new file mode 100644 index 00000000..3dde115c --- /dev/null +++ b/_sources/autoapi/mleko/dataset/filter/expression_filter/index.rst.txt @@ -0,0 +1,91 @@ +:py:mod:`mleko.dataset.filter.expression_filter` +================================================ + +.. py:module:: mleko.dataset.filter.expression_filter + +.. autoapi-nested-parse:: + + This module contains the `ExpressionFilter` class, which is used to filter `vaex` DataFrames. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.expression_filter.ExpressionFilter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.expression_filter.logger + + +.. py:data:: logger + + A module-level logger instance. + +.. py:class:: ExpressionFilter(expression: str, cache_directory: str | pathlib.Path = 'data/expression-filter', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.filter.base_filter.BaseFilter` + + A class that handles filtering of `vaex` DataFrames based on a given `vaex` expression. + + Initializes the `ExpressionFilter` with the given expression. + + The expression should be a valid Vaex expression that evaluates to a boolean value. + + .. note:: + + To filter by a date column, use the `scalar_datetime` function. For example, to filter by a date column + named `date` and return the rows before `2020-06-01`, use the + expression `"date < scalar_datetime('2020-06-01')"`. + + :param expression: The expression to be used for filtering. + :param cache_directory: The target directory where the filtered dataframes are to be saved. + :param cache_size: The maximum number of cache entries. + + .. rubric:: Example + + >>> import vaex + >>> from mleko.data.filter import ExpressionFilter + >>> df = vaex.from_arrays(x=[1, 2, 3], y=[4, 5, 6]) + >>> filter = ExpressionFilter(expression="x > 1") + >>> df_filtered = filter.filter(df) + >>> df_filtered + # x y + 0 2 5 + 1 3 6 + + .. py:method:: filter(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> vaex.DataFrame + + Filter the given dataframe based on the expression. + + :param data_schema: The data schema to be used for filtering. + :param dataframe: The dataframe to be filtered. + :param cache_group: The cache group to use. + :param force_recompute: Forces recomputation if True, otherwise reads from the cache if available. + :param disable_cache: If set to True, disables the cache. + + :returns: The filtered dataframe. + + + .. py:method:: _filter(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> vaex.DataFrame + + Filter the given dataframe based on the expression. + + :param dataframe: The dataframe to be filtered. + + :returns: The filtered dataframe. + + + diff --git a/_sources/autoapi/mleko/dataset/filter/imblearn_resampling_filter/index.rst.txt b/_sources/autoapi/mleko/dataset/filter/imblearn_resampling_filter/index.rst.txt new file mode 100644 index 00000000..bd90a7e9 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/filter/imblearn_resampling_filter/index.rst.txt @@ -0,0 +1,99 @@ +:py:mod:`mleko.dataset.filter.imblearn_resampling_filter` +========================================================= + +.. py:module:: mleko.dataset.filter.imblearn_resampling_filter + +.. autoapi-nested-parse:: + + A module for filtering `vaex` DataFrames using `imblearn` sampling methods. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.imblearn_resampling_filter.ImblearnResamplingFilter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.imblearn_resampling_filter.logger + + +.. py:data:: logger + + A module-level logger instance. + +.. py:class:: ImblearnResamplingFilter(sampler: imblearn.under_sampling.base.BaseSampler, target_column: str, random_state: int | None = 42, verbosity: int = logging.INFO, cache_directory: str | pathlib.Path = 'data/imblearn-sampling-filter', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.filter.base_filter.BaseFilter` + + A class that handles filtering of `vaex` DataFrames using `imblearn` sampling methods. + + Initializes the `ImblearnResamplingFilter` with the given `imblearn` sampler and target column. + + The `imblearn` sampler should be a sample object that inherits from `BaseSampler`. + For example, `imblearn.under_sampling.RandomUnderSampler`. Refer to the `imblearn` documentation for more + information (https://imbalanced-learn.org/stable/introduction.html). + + :param sampler: The `imblearn` sampler to be used for sampling. + :param target_column: The target column to be used for sampling. + :param random_state: The random state to be used for reproducibility, and will recursively set the random state + of the sampler and all nested objects if set. + :param verbosity: The verbosity level of the logger. + :param cache_directory: The target directory where the filtered dataframes are to be saved. + :param cache_size: The maximum number of cache entries. + + .. rubric:: Examples + + >>> import vaex + >>> from imblearn.under_sampling import RandomUnderSampler + >>> from mleko.data.filter import ImblearnUnderSamplingFilter + >>> df = vaex.from_arrays(x=[1, 2, 3], y=[4, 5, 6]) + >>> sampler = RandomUnderSampler() + >>> filter = ImblearnUnderSamplingFilter(sampler=sampler, target_column="x") + >>> df_filtered = filter.filter(df) + >>> df_filtered + # x y + 0 1 4 + 1 2 5 + + .. py:method:: filter(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> vaex.DataFrame + + Filters the given DataFrame using the specified `imblearn` sampler. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be filtered. + :param cache_group: The cache group to use. + :param force_recompute: Forces recomputation if True, otherwise reads from the cache if available. + :param disable_cache: If set to True, disables the cache. + + :returns: The filtered DataFrame. + + + .. py:method:: _filter(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> vaex.DataFrame + + Filters the given DataFrame using the specified `imblearn` sampler. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be filtered. + + :returns: The filtered DataFrame. + + + .. py:method:: _reset_random_state() -> None + + Resets the random state of the sampler. + + + diff --git a/_sources/autoapi/mleko/dataset/filter/index.rst.txt b/_sources/autoapi/mleko/dataset/filter/index.rst.txt new file mode 100644 index 00000000..fc825a4b --- /dev/null +++ b/_sources/autoapi/mleko/dataset/filter/index.rst.txt @@ -0,0 +1,44 @@ +:py:mod:`mleko.dataset.filter` +============================== + +.. py:module:: mleko.dataset.filter + +.. autoapi-nested-parse:: + + The subpackage provides functionality for filtering `vaex` DataFrames. + + The subpackage contains the following filter classes: + - `BaseFilter`: The abstract base class for all filters. + - `ExpressionFilter`: A class that handles filtering of `vaex` DataFrames based on a given `vaex` expression. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_filter/index.rst + expression_filter/index.rst + imblearn_resampling_filter/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.filter.BaseFilter + mleko.dataset.filter.ExpressionFilter + mleko.dataset.filter.ImblearnResamplingFilter + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/index.rst.txt b/_sources/autoapi/mleko/dataset/index.rst.txt new file mode 100644 index 00000000..128dc76d --- /dev/null +++ b/_sources/autoapi/mleko/dataset/index.rst.txt @@ -0,0 +1,58 @@ +:py:mod:`mleko.dataset` +======================= + +.. py:module:: mleko.dataset + +.. autoapi-nested-parse:: + + The subpackage contains the core data processing functionality of the `MLEKO` library. + + This subpackage focuses on handling different aspects of data processing, including fetching data from various + sources, converting between file formats, filtering, and feature engineering. + + The following submodules are provided: + - `ingest`: The submodule provides functionality for fetching data from various sources. + - `convert`: The submodule provides functionality for converting between different file formats. + - `split`: The submodule provides functionality for splitting data into multiple parts. + - `feature_select`: The submodule provides functionality for selecting features from data. + + + +Subpackages +----------- +.. toctree:: + :titlesonly: + :maxdepth: 3 + + convert/index.rst + export/index.rst + feature_select/index.rst + filter/index.rst + ingest/index.rst + split/index.rst + transform/index.rst + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + data_schema/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.DataSchema + + + + + diff --git a/_sources/autoapi/mleko/dataset/ingest/base_ingester/index.rst.txt b/_sources/autoapi/mleko/dataset/ingest/base_ingester/index.rst.txt new file mode 100644 index 00000000..21a6ce83 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/ingest/base_ingester/index.rst.txt @@ -0,0 +1,79 @@ +:py:mod:`mleko.dataset.ingest.base_ingester` +============================================ + +.. py:module:: mleko.dataset.ingest.base_ingester + +.. autoapi-nested-parse:: + + Abstract base class module for data source implementations to fetch and store data from various sources. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.base_ingester.BaseIngester + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.base_ingester.logger + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: BaseIngester(destination_directory: str | pathlib.Path, fingerprint: str | None) + + Bases: :py:obj:`abc.ABC` + + `BaseIngester` is an abstract base class for data source classes that interact with various external sources. + + This class provides the basic structure and methods necessary for derived data source classes, facilitating data + fetching from various sources. + + Initializes the data source and ensures the destination directory exists. + + :param destination_directory: Directory where the fetched data will be stored locally. + :param fingerprint: Optional fingerprint to append to the destination directory. + + .. py:method:: fetch_data(force_recompute: bool = False) -> list[pathlib.Path] + :abstractmethod: + + Downloads and stores data in the 'destination_directory' using the specific data source implementation. + + :param force_recompute: Whether to force the data source to recompute its output, even if it already exists. + + :raises NotImplementedError: Must be implemented in the child class that inherits from `BaseIngester`. + + + .. py:method:: _get_full_file_paths(file_names: list[str]) -> list[pathlib.Path] + + Gets the full file paths for the specified file names. + + Note that this method only returns the file paths for files that exist locally. + + :param file_names: List of file names to get the full file paths for. + + :returns: List of full file paths for the specified file names. + + + .. py:method:: _delete_local_files(file_names: list[str]) -> None + + Deletes the specified files from the local dataset. + + :param file_names: List of file names to delete from the local dataset. + + + diff --git a/_sources/autoapi/mleko/dataset/ingest/index.rst.txt b/_sources/autoapi/mleko/dataset/ingest/index.rst.txt new file mode 100644 index 00000000..17e791d2 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/ingest/index.rst.txt @@ -0,0 +1,49 @@ +:py:mod:`mleko.dataset.ingest` +============================== + +.. py:module:: mleko.dataset.ingest + +.. autoapi-nested-parse:: + + The subpackage provides functionality for fetching data from various sources. + + This subpackage contains classes designed to easily fetch data from different sources, like AWS S3 or Kaggle, + and store them locally in specified destination directories. The main classes are 'BaseIngester', an abstract base + class for implementing specific data source classes, along with concrete implementations. + + The following ingester classes are provided by the subpackage: + - `BaseIngester`: The abstract base class for all ingesters. + - `S3Ingester`: An ingester for fetching data from AWS S3. + - `KaggleIngester`: An ingester for fetching data from Kaggle. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_ingester/index.rst + kaggle_ingester/index.rst + s3_ingester/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.BaseIngester + mleko.dataset.ingest.KaggleIngester + mleko.dataset.ingest.S3Ingester + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/ingest/kaggle_ingester/index.rst.txt b/_sources/autoapi/mleko/dataset/ingest/kaggle_ingester/index.rst.txt new file mode 100644 index 00000000..0ee4fa26 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/ingest/kaggle_ingester/index.rst.txt @@ -0,0 +1,270 @@ +:py:mod:`mleko.dataset.ingest.kaggle_ingester` +============================================== + +.. py:module:: mleko.dataset.ingest.kaggle_ingester + +.. autoapi-nested-parse:: + + A module for downloading and managing Kaggle datasets using the Kaggle API. + + In order to use this module, the user must have valid Kaggle API credentials. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.kaggle_ingester.KaggleCredentials + mleko.dataset.ingest.kaggle_ingester.KaggleCredentialsManager + mleko.dataset.ingest.kaggle_ingester.KaggleFileManifest + mleko.dataset.ingest.kaggle_ingester.KaggleIngester + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.kaggle_ingester.logger + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: KaggleCredentials + + Bases: :py:obj:`NamedTuple` + + Represents a set of Kaggle API credentials, including a username and API key. + + .. py:attribute:: username + :type: str + + Username for the Kaggle API. + + .. py:attribute:: key + :type: str + + API key for the Kaggle API. + + +.. py:class:: KaggleCredentialsManager + + Manages retrieval of Kaggle API credentials from environment variables or a file. + + .. py:attribute:: _ENV_VARIABLE_USERNAME + :value: 'KAGGLE_USERNAME' + + Name of the environment variable containing the Kaggle username. + + .. py:attribute:: _ENV_VARIABLE_KEY + :value: 'KAGGLE_KEY' + + Name of the environment variable containing the Kaggle API key. + + .. py:attribute:: _CONFIG_DEFAULT_PATH + :value: '~/.kaggle/kaggle.json' + + Default path to the Kaggle API credentials file. + + .. py:attribute:: _CONFIG_VARIABLE_USERNAME + :value: 'username' + + Name of the key in the Kaggle API credentials file containing the Kaggle username. + + .. py:attribute:: _CONFIG_VARIABLE_KEY + :value: 'key' + + Name of the key in the Kaggle API credentials file containing the Kaggle API key. + + .. py:method:: get_kaggle_credentials(credentials_file_path: str | pathlib.Path | None = None) -> KaggleCredentials + :staticmethod: + + Retrieves Kaggle API credentials from the specified file, environment variables, or the default location. + + :param credentials_file_path: Path to the Kaggle API credentials file. + + :returns: A KaggleCredentials instance with the retrieved username and API key. + + + .. py:method:: _read_config_file(credentials_file_path: pathlib.Path) -> KaggleCredentials + :staticmethod: + + Reads Kaggle API credentials from the given configuration file. + + :param credentials_file_path: Path to the Kaggle API credentials file. + + :returns: A KaggleCredentials instance with the retrieved username and API key. + + :raises FileNotFoundError: If the file does not exist or is a directory. + :raises key_error: If the username or API key is missing from the credentials JSON. + :raises JSONDecodeError: If the JSON decoding fails while reading the credentials. + + + .. py:method:: _read_environment_config() -> KaggleCredentials | None + :staticmethod: + + Reads Kaggle API credentials from environment variables. + + :returns: + + A KaggleCredentials instance with the retrieved username and API key, or None + if the environment variables are not set. + + + +.. py:class:: KaggleFileManifest + + Manifest entry for a single file in a Kaggle dataset. + + .. py:attribute:: name + :type: str + + Name of the file. + + .. py:attribute:: creation_timestamp + :type: float + + Timestamp of the file creation. + + .. py:attribute:: total_bytes + :type: int + + Total size of the file in bytes. + + +.. py:class:: KaggleIngester(owner_slug: str, dataset_slug: str, file_pattern: str | list[str] = '*', dataset_id: str | None = None, destination_directory: str | pathlib.Path = 'data/kaggle-ingester', dataset_version: str | int | None = None, kaggle_api_credentials_file: str | pathlib.Path | None = None, num_workers: int = 64) + + Bases: :py:obj:`mleko.dataset.ingest.base_ingester.BaseIngester` + + Handles dataset retrieval from Kaggle, downloading and updating files as necessary. + + The `KaggleIngester` class downloads files from the specified Kaggle dataset and saves them to the destination + directory. It also checks if the local files are up to date and skips downloading if everything is already in + place. + + Initializes a `KaggleIngester` instance to fetch data from a specific Kaggle dataset. + + In order to use `KaggleIngester`, valid Kaggle API credentials are required. These credentials can be obtained + by creating an API token on the Kaggle account settings page. The token should be saved in a JSON file named + `kaggle.json` containing the "username" and "key" fields. + + There are three possible locations where Kaggle API credentials can be provided: + + 1. Custom file location: Pass the file path to `kaggle_api_credentials_file` in the constructor. + 2. Environment variables: Set the KAGGLE_USERNAME and KAGGLE_KEY environment variables. + 3. Default .kaggle folder: Place the `kaggle.json` file into the "~/.kaggle/" directory. + + .. note:: + + The Kaggle API is not perfect and sometimes returns incorrect metadata for files, where one or more of the + files are missing from the dataset. This can lead to the wrong files being downloaded or the download + failing altogether. If you encounter this issue, please report it to Kaggle. + + The issue is observed when the dataset contains a large number of files (e.g. 1000+) or if the dataset + contains nested folders. + + :param owner_slug: The owner's Kaggle username or organization name. + :param dataset_slug: The dataset's unique Kaggle identifier (slug). + :param file_pattern: Pattern to match the files to download, e.g. `*.csv` or [`*.csv`, `*.json`], etc. + For more information, see https://docs.python.org/3/library/fnmatch.html. + :param dataset_id: Id of the dataset to be used instead of the default fingerprint (MD5 hash of the owner slug, + dataset version, and dataset slug). Note that this will overwrite any existing dataset with the same + name in the destination directory, so make sure to use a unique name. + :param destination_directory: The directory where the downloaded files will be stored. + :param dataset_version: The specific dataset version number to download. If not provided, + the latest version will be fetched. + :param kaggle_api_credentials_file: Path to a Kaggle API credentials JSON file. If not + provided, environment variables or the default file location will be used. + :param num_workers: Number of concurrent threads to use when downloading files. + + .. rubric:: Examples + + >>> from mleko.dataset.sources import KaggleIngester + >>> kaggle_ingester = KaggleIngester( + ... owner_slug="allen-institute-for-ai", + ... dataset_slug="covid-19-masks-dataset", + ... file_pattern="file_*.zip", + ... dataset_id="covid-19", # Optional, but will store the data in "./data/covid-19/" instead of + ... # "./data//". + ... dataset_version=1, + ... ) + >>> kaggle_ingester.fetch_data() + [PosixPath('~/data/covid-19/file_1.zip'), PosixPath('~/data/covid-19/file_2.zip')] + + .. py:attribute:: _KAGGLE_API_VERSION + :value: 'v1' + + The Kaggle API version to use. + + .. py:attribute:: _KAGGLE_DATASET_URL + + The base URL for Kaggle dataset API requests. + + .. py:method:: fetch_data(force_recompute: bool = False) -> list[pathlib.Path] + + Fetches data from the specified Kaggle dataset. + + This method downloads files from the Kaggle dataset and returns the local file paths of the downloaded files. + The method checks if local files are up-to-date and skips downloading if everything is already in place and + `force_recompute` is set to False. + + :param force_recompute: If set to False, the method will check if the local files are up-to-date and + skip downloading if everything is already in place. + + :returns: A list of local file paths pointing to the downloaded files. + + + .. py:method:: _build_kaggle_manifest(params: dict[str, str]) -> list[KaggleFileManifest] + + Fetch the metadata of the files in the dataset. + + When fetching the metadata, the API returns a list of files in the dataset. The list contains the name of the + file, the creation date, and the file size. + + :param params: A dictionary of query parameters to pass to the Kaggle API. + + :raises HTTPError: If there is an error in the HTTP response while requesting file list from Kaggle. + + :returns: A list of KaggleFileManifest objects containing the metadata of the files in the dataset. + + + .. py:method:: _kaggle_fetch_file(kaggle_file_path: str, params: dict[str, str]) -> None + + Downloads a single Kaggle dataset file and saves it in the destination directory. + + :param kaggle_file_path: The Kaggle file path to download. + :param params: The request parameters containing the dataset version number, if applicable. + + :raises HTTPError: If there is an error in the HTTP response while downloading file from Kaggle. + + + .. py:method:: _kaggle_fetch_files(kaggle_file_paths: list[str], params: dict[str, str]) -> None + + Downloads multiple Kaggle dataset files concurrently. + + :param kaggle_file_paths: A list of Kaggle file paths to download. + :param params: The request parameters containing the dataset version number, if applicable. + + + .. py:method:: _is_local_dataset_fresh(files_metadata: list[KaggleFileManifest]) -> bool + + Checks if the local dataset files are up to date with the Kaggle dataset files. + + Comparing file size and modification timestamp, this method determines if the local files are up to date and + if they match the remote Kaggle dataset files. + + :param files_metadata: A list containing the metadata of the files in the Kaggle dataset. + + :returns: True if the local dataset files are up to date, False otherwise. + + + diff --git a/_sources/autoapi/mleko/dataset/ingest/s3_ingester/index.rst.txt b/_sources/autoapi/mleko/dataset/ingest/s3_ingester/index.rst.txt new file mode 100644 index 00000000..a4930aef --- /dev/null +++ b/_sources/autoapi/mleko/dataset/ingest/s3_ingester/index.rst.txt @@ -0,0 +1,122 @@ +:py:mod:`mleko.dataset.ingest.s3_ingester` +========================================== + +.. py:module:: mleko.dataset.ingest.s3_ingester + +.. autoapi-nested-parse:: + + Module for fetching data from AWS S3 and storing it locally using the `S3Ingester` class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.s3_ingester.S3Ingester + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.ingest.s3_ingester.logger + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: S3Ingester(s3_bucket_name: str, s3_key_prefix: str, file_pattern: str | list[str] = '*', dataset_id: str | None = None, destination_directory: str | pathlib.Path = 'data/s3-ingester', aws_profile_name: str | None = None, aws_region_name: str = 'eu-west-1', max_concurrent_files: int = 64, workers_per_file: int = 1, manifest_file_name: str | None = 'manifest', s3_timestamp_tolerance: int = -1) + + Bases: :py:obj:`mleko.dataset.ingest.base_ingester.BaseIngester` + + `S3Ingester` provides a convenient interface for fetching data from AWS S3 buckets and storing it locally. + + This class interacts with AWS S3 to download specified data from an S3 bucket. + It supports manifest-based caching, enabling more efficient data fetching by verifying if the + local dataset is up-to-date before downloading. + + Initializes the S3 bucket client, configures the cache directory, and sets client-related parameters. + + .. note:: + + The S3 bucket client is initialized using the provided AWS profile and region. If no profile is provided, + the default profile will be used. If no region is provided, the default region will be used. + + The profile and region is read from the AWS credentials file located at '~/.aws/credentials'. + + .. warning:: + + The `max_concurrent_files` and `workers_per_file` parameters are used to control the + number of concurrent downloads and parts downloaded per file, respectively. These parameters should be + set based on the available system resources and the S3 bucket's performance limits. The total number of + concurrent threads is the product of these two parameters + (i.e., `max_concurrent_files * workers_per_file`). + + :param s3_bucket_name: Name of the S3 bucket containing the data. + :param s3_key_prefix: Prefix of the S3 keys for the files to download + :param file_pattern: Pattern to match the files to download, e.g. `*.csv` or [`*.csv`, `*.json`], etc. + For more information, see https://docs.python.org/3/library/fnmatch.html. + :param dataset_id: Id of the dataset to be used instead of the default fingerprint (MD5 hash of the bucket + name, key prefix, and region name). Note that this will overwrite any existing dataset with the same + name in the cache directory, so make sure to use a unique name. + :param destination_directory: Directory to store the fetched data locally. + :param aws_profile_name: AWS profile name to use. + :param aws_region_name: AWS region name where the S3 bucket is located. + :param max_concurrent_files: Maximum number of files to download concurrently. + :param workers_per_file: Number of parts to download concurrently for each file. This is useful for + downloading large files faster, as it allows for parallel downloads of different parts of the file. + :param manifest_file_name: Name of the manifest file located on S3. If provided, the manifest from S3 will + be used to determine the files to include, before applying the file pattern. + :param s3_timestamp_tolerance: Tolerance in hours for the difference in last modified timestamps of files in the S3 + bucket. If the difference is greater than this value, an exception will be raised. If set to -1, no + check will be performed. + + .. rubric:: Examples + + >>> from mleko.dataset.sources import S3Ingester + >>> s3_ingester = S3Ingester( + ... s3_bucket_name="mleko-datasets", + ... s3_key_prefix="kaggle/ashishpatel26/indian-food-101", + ... file_pattern="file_*.csv", + ... dataset_id="indian_food", # Optional, but will store the data in "./data/indian_food/" instead of + ... # "./data//". + ... aws_profile_name="mleko", + ... aws_region_name="eu-west-1", + ... s3_timestamp_tolerance=2, + ... ) + >>> s3_ingester.fetch_data() + [PosixPath('data/indian_food/indian_food.csv')] + + .. py:method:: fetch_data(force_recompute: bool = False) -> list[pathlib.Path] + + Downloads the data from the S3 bucket and stores it in the 'destination_directory'. + + If 'force_recompute' is False, verifies whether the data in the local 'destination_directory' is current + with the S3 bucket contents based on the manifest file, and skips downloading if it is up to date. + + :param force_recompute: Whether to force the data source to recompute its output, even if it already exists. + + :raises Exception: If files in the S3 bucket have different last modified dates, indicating potential corruption + or duplication. + :raises FileNotFoundError: If no files matching the file pattern are found in the S3 bucket. + + :returns: A list of Path objects pointing to the downloaded data files. + + + .. py:method:: _s3_fetch_all(keys: list[str]) -> None + + Downloads all specified files from the S3 bucket to the local directory concurrently. + + :param keys: List of S3 keys for the files to download. + + + diff --git a/_sources/autoapi/mleko/dataset/split/base_splitter/index.rst.txt b/_sources/autoapi/mleko/dataset/split/base_splitter/index.rst.txt new file mode 100644 index 00000000..311fe8bb --- /dev/null +++ b/_sources/autoapi/mleko/dataset/split/base_splitter/index.rst.txt @@ -0,0 +1,51 @@ +:py:mod:`mleko.dataset.split.base_splitter` +=========================================== + +.. py:module:: mleko.dataset.split.base_splitter + +.. autoapi-nested-parse:: + + The module containing the base class for data splitter. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.base_splitter.BaseSplitter + + + + +.. py:class:: BaseSplitter(cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract base class for data splitter. + + Will cache the split dataframes in the output directory. + + Initializes the `BaseSplitter` with an output directory. + + :param cache_directory: The target directory where the split dataframes are to be saved. + :param cache_size: The maximum number of cache entries. + + .. py:method:: split(dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[vaex.DataFrame, vaex.DataFrame] + :abstractmethod: + + Abstract method to split the given dataframe into two parts. + + :param dataframe: The dataframe to be split. + :param cache_group: The cache group to use. + :param force_recompute: Forces recomputation if True, otherwise reads from the cache if available. + :param disable_cache: If set to True, disables the cache. + + :raises NotImplementedError: If the method is not implemented. + + + diff --git a/_sources/autoapi/mleko/dataset/split/expression_splitter/index.rst.txt b/_sources/autoapi/mleko/dataset/split/expression_splitter/index.rst.txt new file mode 100644 index 00000000..ab9aa030 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/split/expression_splitter/index.rst.txt @@ -0,0 +1,97 @@ +:py:mod:`mleko.dataset.split.expression_splitter` +================================================= + +.. py:module:: mleko.dataset.split.expression_splitter + +.. autoapi-nested-parse:: + + The module provides `ExpressionSplitter` class for splitting Vaex DataFrames based on a given expression. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.expression_splitter.ExpressionSplitter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.expression_splitter.logger + + +.. py:data:: logger + + A module-level logger instance. + +.. py:class:: ExpressionSplitter(expression: str, cache_directory: str | pathlib.Path = 'data/expression-splitter', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.split.base_splitter.BaseSplitter` + + A class that handles splitting of `vaex` DataFrames based on a given `vaex` expression. + + Initializes the `ExpressionSplitter` with the given parameters. + + The expression should be a valid Vaex expression that evaluates to a boolean + value. The rows for which the expression evaluates to True will be returned as the first dataframe, + and the remaining rows will be returned as the second dataframe. + + .. note:: + + To filter by a date column, use the `scalar_datetime` function. For example, to filter by a date column + named `date` and return the rows before `2020-06-01`, use the + expression `"date < scalar_datetime('2020-06-01')"`. + + :param expression: A valid Vaex expression that evaluates to a boolean value. The rows for which the expression + evaluates to True will be returned as the first dataframe, and the remaining rows will be returned + as the second dataframe. + :param cache_directory: The target directory where the split dataframes are to be saved. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Example + + >>> import vaex + >>> from mleko.data.split import ExpressionSplitter + >>> df = vaex.from_arrays(x=[1, 2, 3], y=[4, 5, 6]) + >>> splitter = ExpressionSplitter(expression="x > 1") + >>> df_train, df_test = splitter.split(df) + >>> df_train + # x y + 0 2 5 + 1 3 6 + >>> df_test + # x y + 0 1 4 + + .. py:method:: split(dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[vaex.DataFrame, vaex.DataFrame] + + Split the given dataframe into two parts. + + :param dataframe: The dataframe to be split. + :param cache_group: The cache group to use. + :param force_recompute: Forces recomputation if True, otherwise reads from the cache if available. + :param disable_cache: If set to True, disables the cache. + + :returns: A tuple containing the split dataframes. + + + .. py:method:: _split(dataframe: vaex.DataFrame) -> tuple[vaex.DataFrame, vaex.DataFrame] + + Split the given dataframe into two parts. + + :param dataframe: The dataframe to be split. + + :returns: A tuple containing the split dataframes. + + + diff --git a/_sources/autoapi/mleko/dataset/split/index.rst.txt b/_sources/autoapi/mleko/dataset/split/index.rst.txt new file mode 100644 index 00000000..496596a9 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/split/index.rst.txt @@ -0,0 +1,45 @@ +:py:mod:`mleko.dataset.split` +============================= + +.. py:module:: mleko.dataset.split + +.. autoapi-nested-parse:: + + The subpackage provides functionality for splitting `vaex` DataFrames into two separate DataFrames. + + The subpackage contains the following splitter classes: + - `BaseSplitter`: The abstract base class for all splitters. + - `RandomSplitter`: A splitter for splitting `vaex` DataFrames into two random parts. + - `ExpressionSplitter`: A splitter for splitting `vaex` DataFrames into two parts based on a specified expression. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_splitter/index.rst + expression_splitter/index.rst + random_splitter/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.BaseSplitter + mleko.dataset.split.ExpressionSplitter + mleko.dataset.split.RandomSplitter + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/split/random_splitter/index.rst.txt b/_sources/autoapi/mleko/dataset/split/random_splitter/index.rst.txt new file mode 100644 index 00000000..3e85e2a9 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/split/random_splitter/index.rst.txt @@ -0,0 +1,114 @@ +:py:mod:`mleko.dataset.split.random_splitter` +============================================= + +.. py:module:: mleko.dataset.split.random_splitter + +.. autoapi-nested-parse:: + + The module provides a `RandomSplitter` class for splitting `vaex` DataFrames randomly. + + The splitter can be used to split a `vaex` DataFrame into two parts, with the split being performed randomly. The split + can be stratified by specifying a column name to use for stratification. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.random_splitter.RandomSplitter + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.split.random_splitter.logger + + +.. py:data:: logger + + A CustomLogger instance that's used throughout the module for logging. + +.. py:class:: RandomSplitter(data_split: tuple[float, float] = (0.8, 0.2), shuffle: bool = True, stratify: str | tuple[str, Ellipsis] | list[str] | None = None, random_state: int | None = 42, cache_directory: str | pathlib.Path = 'data/random-splitter', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.split.base_splitter.BaseSplitter` + + A class that handles random splitting of `vaex` DataFrames. + + This class provides a method for splitting a `vaex` DataFrame into two parts, with the split being performed + randomly. The split can be stratified by specifying a column name to use for stratification. + + Initializes the `RandomSplitter` with the given parameters. + + .. note:: + + If `stratify` is not None and the type of the data is string/categorical the feature (s) must not have + any missing values. Please make sure to handle missing values before using this splitter by either + dropping the rows with missing values, imputing the missing values, or transforming the target to + numeric or boolean. + + If multiple features are provided for stratification, there must be at least one row for each unique + combination of the feature values. Otherwise, the splitter will raise an error. + + :param data_split: A tuple containing the desired split percentages or weights for the train and test dataframes. + If the sum of the values is not equal to 1, the values will be normalized. Meaning, if the values are + (0.90, 0.20), the resulting split will be (0.818, 0.182). + :param shuffle: Whether to shuffle the data before splitting. + :param stratify: Name of the feature(s) to use for stratification. If None, the data will be split without + stratification. If a list of features is provided, the data will be stratified based on the unique + combinations of the features, i.e., the data will be split such that each unique combination of the + features is present in both splits in the same proportion as in the original data. + :param random_state: The seed to use for random number generation. + :param cache_directory: The target directory where the split dataframes are to be saved. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Example + + >>> import vaex + >>> from mleko.data.split import RandomSplitter + >>> df = vaex.from_arrays(x=[1, 2, 3, 4], y=[0, 1, 1, 0]) + >>> splitter = RandomSplitter(data_split=(0.50, 0.50), shuffle=True, stratify="y") + >>> df_train, df_test = splitter.split(df) + >>> df_train + # x y + 0 1 0 + 1 3 1 + >>> df_test + # x y + 0 2 1 + 1 4 0 + + .. py:method:: split(dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[vaex.DataFrame, vaex.DataFrame] + + Split the given dataframe into two parts. + + Splits the dataframe into train and test sets according to the proportions, shuffle, + stratification, and random state provided during initializing the splitter. Will read from the cache if + available, unless `force_recompute=True`. + + :param dataframe: The dataframe to be split. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force recompute the split, even if the cache is available. + :param disable_cache: If set to True, disables the cache. + + :returns: A tuple containing the split dataframes. + + + .. py:method:: _split(dataframe: vaex.DataFrame) -> tuple[vaex.DataFrame, vaex.DataFrame] + + Split the given dataframe into two parts. + + :param dataframe: The dataframe to be split. + + :returns: A tuple containing the split dataframes. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/base_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/base_transformer/index.rst.txt new file mode 100644 index 00000000..943682fd --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/base_transformer/index.rst.txt @@ -0,0 +1,160 @@ +:py:mod:`mleko.dataset.transform.base_transformer` +================================================== + +.. py:module:: mleko.dataset.transform.base_transformer + +.. autoapi-nested-parse:: + + Module for the base transformer class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.base_transformer.BaseTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.base_transformer.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: BaseTransformer(features: list[str] | tuple[str, Ellipsis], cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract class for feature transformation. + + The feature transformation process is implemented in the `fit`, `transform`, and `fit_transform` methods. The + `fit` method fits the transformer to the specified DataFrame, the `transform` method transforms the specified + features in the DataFrame, and the `fit_transform` method fits the transformer to the specified DataFrame and + transforms the specified features in the DataFrame. + + .. warning:: + + The _transformer attribute is not set by the base class. Subclasses must place all transformer-related logic + inside the attribute to correctly handle caching and ensure that the transformer is correctly assigned. For + example, the `fit` method should assign the fitted transformer to the _transformer attribute, and the + `transform` method should use the _transformer attribute to transform the DataFrame. + + Initializes the transformer and ensures the destination directory exists. + + :param features: List of feature names to be used by the transformer. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of cache entries to keep in the cache. + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + + Fits the transformer to the specified DataFrame, using the cached result if available. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be fitted. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Updated data schema and fitted transformer. + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the specified features in the DataFrame, using the cached result if available. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the transformation to be recomputed even if the result is cached. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the transformer has not been fitted. + + :returns: Updated data schema and transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the transformer to the specified DataFrame and transforms the specified features in the DataFrame. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame used for fitting and transformation. + :param cache_group: The cache group to use. + :param force_recompute: Whether to force the fitting and transformation to be recomputed even if the result is + cached. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of updated data schema, fitted transformer, and transformed DataFrame. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the transformer to the specified DataFrame and transforms the specified features in the DataFrame. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame used for fitting and transformation. + + :returns: Tuple of updated data schema, fitted transformer, and transformed DataFrame. + + + .. py:method:: _assign_transformer(transformer: Any) -> None + + Assigns the specified transformer to the transformer attribute. + + Can be overridden by subclasses to assign the transformer using a different method. + + :param transformer: Transformer to be assigned. + + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any] + :abstractmethod: + + Fits the transformer to the specified DataFrame. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be fitted. + + :raises NotImplementedError: Must be implemented by subclasses. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + :abstractmethod: + + Transforms the specified features in the DataFrame. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be transformed. + + :raises NotImplementedError: Must be implemented by subclasses. + + + .. py:method:: _fingerprint() -> Hashable + :abstractmethod: + + Returns a hashable object that uniquely identifies the transformer. + + The base implementation fingerprints the class name and the features used by the transformer. + + .. note:: + + Subclasses should call the parent method and include the result in the hashable object along with any + other parameters that uniquely identify the transformer. All attributes that are used in the + transformer that affect the result of the transformation should be included in the hashable object. + + :returns: Hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/composite_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/composite_transformer/index.rst.txt new file mode 100644 index 00000000..cc7bdaa0 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/composite_transformer/index.rst.txt @@ -0,0 +1,133 @@ +:py:mod:`mleko.dataset.transform.composite_transformer` +======================================================= + +.. py:module:: mleko.dataset.transform.composite_transformer + +.. autoapi-nested-parse:: + + Module for the composite transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.composite_transformer.CompositeTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.composite_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: CompositeTransformer(transformers: list[mleko.dataset.transform.base_transformer.BaseTransformer] | tuple[mleko.dataset.transform.base_transformer.BaseTransformer, Ellipsis], cache_directory: str | pathlib.Path = 'data/composite-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + A transformer that combines multiple transformers. + + It is possible to combine multiple transformers into a single transformer. This can be useful when multiple + transformers need to be applied to a DataFrame and storing the intermediate DataFrames is not desired. + + Initializes the composite transformer. + + The composite transformer will combine the transformers into a single transformer. Each transformer will be + applied to the DataFrame in the order they are specified. Caching of the intermediate DataFrames is disabled + and will only be performed on the final DataFrame. + + :param transformers: List of transformers to be combined. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.transform import ( + ... CompositeTransformer, + ... LabelEncoderTransformer, + ... FrequencyEncoderTransformer + ... ) + >>> df = vaex.from_arrays( + ... a=["a", "b", "c", "d", "e", "f", "g", "h", "i", "j"], + ... b=["a", "a", "a", "a", None, None, None, None, None, None], + ... ) + >>> ds = DataSchema( + ... categorical=["a", "b"], + ... ) + >>> transformer = CompositeTransformer( + ... transformers=[ + ... LabelEncoderTransformer( + ... features=["a"], + ... ), + ... FrequencyEncoderTransformer( + ... features=["b"], + ... ), + ... ], + ... ) + >>> _, _, df = transformer.fit_transform(ds, df) + >>> df["a"].tolist() + [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] + >>> df["b"].tolist() + [0.4, 0.4, 0.4, 0.4, nan, nan, nan, nan, nan, nan] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, list[Any]] + + Fits the transformer to the specified DataFrame. + + :param data_schema: Data schema of the DataFrame. + :param dataframe: DataFrame to be fitted. + + :returns: Updated data schema and list of fitted transformers. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Returns the updated data schema transformed DataFrame. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Updated data schema and transformed DataFrame. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, Any, vaex.DataFrame] + + Fits the transformer to the specified DataFrame and performs the transformation on the DataFrame. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Tuple of updated data schema, fitted transformer and transformed DataFrame. + + + .. py:method:: _assign_transformer(transformer: Any) -> None + + Assigns the specified transformer to the transformer attribute. + + Can be overridden by subclasses to assign the transformer using a different method. + + :param transformer: Transformer to be assigned. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + :returns: A hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/expression_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/expression_transformer/index.rst.txt new file mode 100644 index 00000000..a162290c --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/expression_transformer/index.rst.txt @@ -0,0 +1,195 @@ +:py:mod:`mleko.dataset.transform.expression_transformer` +======================================================== + +.. py:module:: mleko.dataset.transform.expression_transformer + +.. autoapi-nested-parse:: + + Module for the expression transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.expression_transformer.ExpressionTransformerConfig + mleko.dataset.transform.expression_transformer.ExpressionTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.expression_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: ExpressionTransformerConfig + + Bases: :py:obj:`typing_extensions.TypedDict` + + A type alias for the configuration of the expression transformer. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: expression + :type: str + + The `vaex` expression used to create the new feature. + + .. py:attribute:: type + :type: mleko.dataset.data_schema.DataType + + The data type of the new feature. + + .. py:attribute:: is_meta + :type: bool + + A boolean indicating if the new feature is a metadata feature. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ExpressionTransformer(expressions: dict[str, ExpressionTransformerConfig], cache_directory: str | pathlib.Path = 'data/expression-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + Creates new features using `vaex` expressions. + + Initializes the transformer with the specified expressions. + + The expressions are a dictionary where the key is the name of the new feature and the value is a tuple + containing the expression, the data type and a boolean indicating if the feaature is a metadata feature. + The expression must be a valid `vaex` expression that can be evaluated on the DataFrame. + + .. note:: + + To translate a `vaex` vectorized statement to a valid `vaex` expression, use the `.expression` attribute. + For example, the expression of `df["a"] + df["b"]` can be extracted using `(df["a"] + df["b"]).expression`. + + :param expressions: A dictionary where the key is the name of the new feature and the value is a dictionary + containing the expression, the data type and a boolean indicating if the feaature is a metadata feature. + The expression must be a valid `vaex` expression that can be evaluated on the DataFrame. + :param cache_directory: The directory where the cache will be stored locally. + :param cache_size: The maximum number of cache entries to keep in the cache. + + .. rubric:: Examples + + >>> from mleko.dataset.data_schema import DataSchema + >>> from mleko.dataset.transform import ExpressionTransformer + >>> transformer = ExpressionTransformer( + ... expressions={ + ... "sum": {"expression": "a + b", "type": "numerical", "is_meta": False}, + ... "product": {"expression": "a * b", "type": "numerical", "is_meta": False}, + ... "both_positive": {"expression": "(a > 0) & (b > 0)", "type": "boolean", "is_meta": True}, + ... } + ... ) + >>> df = vaex.from_dict({"a": [1, 2, 3], "b": [4, 5, 6]}) + >>> ds = DataSchema(numerical=["a", "b"]) + >>> data_schema, _, transformed_df = transformer.fit_transform(ds, df) + >>> transformed_df + # a b sum product both_positive + 0 1 4 5 4 True + 1 2 5 7 10 True + 2 3 6 9 18 True + >>> data_schema # The 'both_positive' feature is a metadata feature and is not included in the data schema. + DataSchema(numerical=['a', 'b', 'sum', 'product']) + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, dict[str, ExpressionTransformerConfig]] + + No fitting is required for the expression transformer. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to fit. + + :returns: The data schema and the transformer. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the specified features in the DataFrame using the expressions provided. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: The transformed data schema and the transformed DataFrame. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + :returns: A hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/frequency_encoder_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/frequency_encoder_transformer/index.rst.txt new file mode 100644 index 00000000..3ccc2a37 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/frequency_encoder_transformer/index.rst.txt @@ -0,0 +1,110 @@ +:py:mod:`mleko.dataset.transform.frequency_encoder_transformer` +=============================================================== + +.. py:module:: mleko.dataset.transform.frequency_encoder_transformer + +.. autoapi-nested-parse:: + + Module for the frequency encoder transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.frequency_encoder_transformer.FrequencyEncoderTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.frequency_encoder_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: FrequencyEncoderTransformer(features: list[str] | tuple[str, Ellipsis], unseen_strategy: Literal[zero, nan] = 'nan', cache_directory: str | pathlib.Path = 'data/frequency-encoder-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + Transforms features using frequency encoding. + + Initializes the transformer. + + Uses the `vaex.ml.FrequencyEncoder` transformer, which encodes categorical features using the frequency of + their respective samples. If a value is not seen during fitting, it will be encoded as zero or nan, + depending on the `unseen_strategy` parameter. Missing values will be encoded as nan, but will still count + towards the frequency of other values. + + .. warning:: + + Should only be used with categorical features. High cardinality features are not recommended as they will + result in very small frequencies. + + :param features: List of feature names to be used by the transformer. + :param unseen_strategy: Strategy to use for unseen values once the transformer is fitted. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.transform import FrequencyEncoderTransformer + >>> from mleko.utils.vaex_helpers import get_column + >>> df = vaex.from_arrays( + ... a=["a", "b", "c", "d", "e", "f", "g", "h", "i", "j"], + ... b=["a", "a", "a", "a", None, None, None, None, None, None], + ... c=["a", "b", "b", "b", "b", "b", None, None, None, None], + ... ) + >>> ds = DataSchema( + ... categorical=["a", "b", "c"], + ... ) + >>> _, _, df = FrequencyEncoderTransformer( + ... features=["a", "b"], + ... ).fit_transform(ds, df) + >>> df["a"].tolist() + [0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1] + >>> df["b"].tolist() + [0.4, 0.4, 0.4, 0.4, nan, nan, nan, nan, nan, nan] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.ml.FrequencyEncoder] + + Fits the transformer on the input data. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to fit the transformer on. + + :returns: Updated DataSchema and the fitted transformer. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the features in the DataFrame using frequency encoding. + + :param data_schema: The DataSchema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Updated DataSchema and the transformed DataFrame. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + Append the `unseen_strategy` to the fingerprint. + + :returns: A hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/index.rst.txt new file mode 100644 index 00000000..82527246 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/index.rst.txt @@ -0,0 +1,66 @@ +:py:mod:`mleko.dataset.transform` +================================= + +.. py:module:: mleko.dataset.transform + +.. autoapi-nested-parse:: + + The subpackage provides functionality for transforming features. + + This subpackage offers a collection of feature transformers, each designed for a specific type of feature + transformation task. By using these feature transformers sequentially, you can create a complete feature + transformation workflow within the pipeline. + + The following feature transformers are provided by the subpackage: + - `BaseTransformer`: The abstract base class for all feature transformers. + - `CompositeTransformer`: A feature transformer that combines multiple feature transformers into a single feature + transformer. + - `ExpressionTransformer`: A feature transformer for creating new features using expressions. + - `FrequencyEncoderTransformer`: A feature transformer for encoding categorical features using frequency encoding. + - `LabelEncoderTransformer`: A feature transformer for encoding categorical features using label encoding. + - `MaxAbsScalerTransformer`: A feature transformer for scaling features using maximum absolute scaling. + - `MinMaxScalerTransformer`: A feature transformer for scaling features using min-max scaling. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_transformer/index.rst + composite_transformer/index.rst + expression_transformer/index.rst + frequency_encoder_transformer/index.rst + label_encoder_transformer/index.rst + max_abs_scaler_transformer/index.rst + min_max_scaler_transformer/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.BaseTransformer + mleko.dataset.transform.CompositeTransformer + mleko.dataset.transform.ExpressionTransformer + mleko.dataset.transform.FrequencyEncoderTransformer + mleko.dataset.transform.LabelEncoderTransformer + mleko.dataset.transform.MaxAbsScalerTransformer + mleko.dataset.transform.MinMaxScalerTransformer + + + + + + + + + + + diff --git a/_sources/autoapi/mleko/dataset/transform/label_encoder_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/label_encoder_transformer/index.rst.txt new file mode 100644 index 00000000..5ade7d91 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/label_encoder_transformer/index.rst.txt @@ -0,0 +1,170 @@ +:py:mod:`mleko.dataset.transform.label_encoder_transformer` +=========================================================== + +.. py:module:: mleko.dataset.transform.label_encoder_transformer + +.. autoapi-nested-parse:: + + Module for the label encoder transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.label_encoder_transformer.LabelEncoderTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.label_encoder_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: LabelEncoderTransformer(features: list[str] | tuple[str, Ellipsis], label_dict: dict[str, dict[str | None, int | None]] | None = None, allow_unseen: bool = False, encode_null: bool = False, cache_directory: str | pathlib.Path = 'data/label-encoder-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + Transforms features using label encoding. + + Initializes the transformer. + + Encodes categorical features with integer values between `0` and `n_classes-1`. If a value is not seen during + fitting, it will be encoded as `-2`, unless `allow_unseen` is set to False, in which case an error will be + raised. If `encode_null` is set to True, null values will be encoded as `-1`, otherwise they will be kept as + `None`. + + .. warning:: Should only be used with categorical features of string type. + + .. note:: + + If `label_dict` is not provided, during fitting, the transformer will assign label mappings from the data + with no guarantee of consistency across different runs. If `label_dict` is provided, keep in mind that + the mappings must be integers between `0` and `n_classes-1` or `None`. Otherwise, the transformer will + raise an error during fitting. + + :param features: List of feature names to be used by the transformer. + :param label_dict: A dictionary of label mappings dicts for each feature. Encoded labels must be integers + between `0` and `n_classes-1` or `None`. If only some features are provided, the transformer will + only use the provided label mappings for those features, while the rest will be assigned during + fitting. If not provided at all, the transformer will assign label mappings for all features + during fitting. + :param allow_unseen: Whether to allow unseen values once the transformer is fitted. + :param encode_null: Whether to encode null values as a separate category or keep them as null. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.transform import LabelEncoderTransformer + >>> df = vaex.from_arrays( + ... a=["a", "b", "c", "d", "e", "f", "g", "h", "i", "j"], + ... b=["a", "a", "a", "a", None, None, None, None, None, None], + ... c=["a", "b", "b", "b", "b", "b", None, None, None, None], + ... ) + >>> ds = DataSchema( + ... categorical=["a", "b", "c"], + ... ) + >>> _, _, df = LabelEncoderTransformer( + ... features=["a", "b"], + ... allow_unseen=True, + ... label_dict={ # Optional, but recommended + ... "a": { + ... "a": 0, + ... "b": 1, + ... "c": 2, + ... "d": 3, + ... "e": 4, + ... "f": 5, + ... "g": 6, + ... "h": 7, + ... "i": 8, + ... "j": 9, + ... }, + ... "b": { + ... "a": 1, + ... "b": 0, + ... }, + ... "c": { + ... "a": 1, + ... "b": 0, + ... }, + ... }, + ... ).fit_transform(ds, df) + >>> df["a"].tolist() + [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] + >>> df["b"].tolist() + [1, 1, 1, 1, None, None, None, None, None, None] + >>> df["c"].tolist() + [1, 0, 0, 0, 0, 0, None, None, None, None] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, dict[str, dict[str | None, int | None]] | dict[str, dict[str | None, int]]] + + Fits the transformer on the given DataFrame. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to fit the transformer on. + + :returns: Updated data schema and fitted transformer. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the features of the given DataFrame using label encoding. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Updated data schema and transformed DataFrame. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + Appends the `allow_unseen`, `encode_null`, and `label_dict` attributes to the fingerprint. + + :returns: A hashable object that uniquely identifies the transformer. + + + .. py:method:: _fit_using_label_dict(feature: str, observed_labels: list[str]) -> bool + + Attempts to fit the label dictionary for the specified feature. + + If the label dictionary is not provided or the feature is not in the label dictionary, the function will + return False. Otherwise, it will fit the label dictionary and return True. + + :param feature: The feature to fit the label dictionary for. + :param observed_labels: The observed labels for the feature. + + :raises ValueError: If the label dictionary contains invalid mappings. + + :returns: Whether the label dictionary was fitted. + + + .. py:method:: _ensure_valid_feature_type(feature: str, data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> None + + Check if the feature is of the correct type. + + :param feature: The feature to check. + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to check. + + :raises ValueError: If the feature is not of the correct type. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/max_abs_scaler_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/max_abs_scaler_transformer/index.rst.txt new file mode 100644 index 00000000..fd8127a3 --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/max_abs_scaler_transformer/index.rst.txt @@ -0,0 +1,103 @@ +:py:mod:`mleko.dataset.transform.max_abs_scaler_transformer` +============================================================ + +.. py:module:: mleko.dataset.transform.max_abs_scaler_transformer + +.. autoapi-nested-parse:: + + Module for the max-abs scaler transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.max_abs_scaler_transformer.MaxAbsScalerTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.max_abs_scaler_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: MaxAbsScalerTransformer(features: list[str] | tuple[str, Ellipsis], cache_directory: str | pathlib.Path = 'data/max-abs-scaler-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + Transforms features using maximum absolute scaling. + + Initializes the max absolute scaler transformer. + + The max absolute scaler transformer will scale each feature by its maximum absolute value. This transformer + will not shift/center the data, and thus will not destroy any sparsity. + + .. warning:: + + Should only be used with numerical features. There should be no missing values in the features + or an error will be raised. + + :param features: List of feature names to be used by the transformer. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.transform import MaxAbsScalerTransformer + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[-1, -2, -3, -4, -5, 0, 1, 2, 3, 4] + ... ) + >>> ds = DataSchema( + ... numerical=["a", "b"], + ... ) + >>> _, _, df = MaxAbsScalerTransformer( + ... features=["a", "b"], + ... ).fit_transform(ds, df) + >>> df["a"].tolist() + [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0] + >>> df["b"].tolist() + [-0.2, -0.4, -0.6, -0.8, -1.0, 0.0, 0.2, 0.4, 0.6, 0.8] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.ml.MaxAbsScaler] + + Fits the transformer on the given DataFrame. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to fit the transformer on. + + :returns: Updated data schema and fitted transformer. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the features in the DataFrame using max-abs scaling. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Updated data schema and transformed DataFrame. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + :returns: A hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/dataset/transform/min_max_scaler_transformer/index.rst.txt b/_sources/autoapi/mleko/dataset/transform/min_max_scaler_transformer/index.rst.txt new file mode 100644 index 00000000..089badfd --- /dev/null +++ b/_sources/autoapi/mleko/dataset/transform/min_max_scaler_transformer/index.rst.txt @@ -0,0 +1,107 @@ +:py:mod:`mleko.dataset.transform.min_max_scaler_transformer` +============================================================ + +.. py:module:: mleko.dataset.transform.min_max_scaler_transformer + +.. autoapi-nested-parse:: + + Module for the min-max scaler transformer. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.min_max_scaler_transformer.MinMaxScalerTransformer + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.dataset.transform.min_max_scaler_transformer.logger + + +.. py:data:: logger + + A module-level logger for the module. + +.. py:class:: MinMaxScalerTransformer(features: list[str] | tuple[str, Ellipsis], min_value: float = 0.0, max_value: float = 1.0, cache_directory: str | pathlib.Path = 'data/min-max-scaler-transformer', cache_size: int = 1) + + Bases: :py:obj:`mleko.dataset.transform.base_transformer.BaseTransformer` + + Transforms features using min-max scaling. + + Initializes the min-max scaler transformer. + + The min-max scaler transformer will scale each feature to a given range. If the range is not specified, + the range will be [0, 1]. The min-max scaler will not change the data distribution. + + .. warning:: + + Should only be used with numerical features. There should be no missing values in the features + or an error will be raised. + + :param features: List of feature names to be used by the transformer. + :param min_value: The minimum value of the range. + :param max_value: The maximum value of the range. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.dataset.transform import MaxAbsScalerTransformer + >>> df = vaex.from_arrays( + ... a=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + ... b=[-1, -2, -3, -4, -5, 0, 1, 2, 3, 4] + ... ) + >>> ds = DataSchema( + ... numerical=["a", "b"], + ... ) + >>> _, _, df = MaxAbsScalerTransformer( + ... features=["a", "b"], + ... ).fit_transform(ds, df) + >>> df["a"].tolist() + [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0] + >>> df["b"].tolist() + [-0.2, -0.4, -0.6, -0.8, -1.0, 0.0, 0.2, 0.4, 0.6, 0.8] + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.ml.MinMaxScaler] + + Fits the transformer on the given DataFrame. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to fit the transformer on. + + :returns: Updated data schema and fitted transformer. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.dataset.data_schema.DataSchema, vaex.DataFrame] + + Transforms the features in the DataFrame using min-max scaling. + + :param data_schema: The data schema of the DataFrame. + :param dataframe: The DataFrame to transform. + + :returns: Updated data schema and transformed DataFrame. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the transformer. + + Appends the min and max values to the fingerprint. + + :returns: A hashable object that uniquely identifies the transformer. + + + diff --git a/_sources/autoapi/mleko/index.rst.txt b/_sources/autoapi/mleko/index.rst.txt new file mode 100644 index 00000000..55b8e4fc --- /dev/null +++ b/_sources/autoapi/mleko/index.rst.txt @@ -0,0 +1,55 @@ +:py:mod:`mleko` +=============== + +.. py:module:: mleko + +.. autoapi-nested-parse:: + + `mleko`: Streamlining Machine Learning Pipelines in Python. + + Simplify and accelerate your machine learning development with `mleko`. Designed with modularity and + customization in mind, it seamlessly integrates into your existing workflows. Its robust caching system + optimizes performance, taking you from data ingestion to finalized models with unparalleled efficiency. + + `mleko` is engineered to address the end-to-end needs of machine learning pipelines, providing robust, + scalable solutions for data science challenges: + + * Ingest: Seamlessly integrates with data sources like AWS S3 and Kaggle, offering hassle-free data ingestion and + compatibility. + + * Convert: Specializes in data format transformations, prominently featuring high-performance conversions from CSV to + Vaex DataFrame, to make your data pipeline-ready. + + * Split: Employs sophisticated data partitioning algorithms, allowing you to segment DataFrames into train, test, and + validation sets for effective model training and evaluation. + + * Feature Selection: Equipped with a suite of feature selection techniques, `mleko` enables model performance by + focusing on the most impactful variables. + + * Transformation: Facilitates data manipulations such as Frequency Encoding and Standardization, ensuring that your + data conforms to the prerequisites of the machine learning algorithms. + + * Model: Provides a core set of functionalities for machine learning models, including in-built support for + hyperparameter tuning, thereby streamlining the path from data to deployable model. + + * Pipeline: Unifies the entire workflow into an intuitive directed acyclic graph (DAG) architecture, promoting + reproducibility and reducing iteration time and time-to-market for machine learning models. + + By integrating these features, `mleko` serves as a comprehensive toolkit for machine learning + practitioners looking to build robust models efficiently. + + + +Subpackages +----------- +.. toctree:: + :titlesonly: + :maxdepth: 3 + + cache/index.rst + dataset/index.rst + model/index.rst + pipeline/index.rst + utils/index.rst + + diff --git a/_sources/autoapi/mleko/model/base_model/index.rst.txt b/_sources/autoapi/mleko/model/base_model/index.rst.txt new file mode 100644 index 00000000..5d0bbb3a --- /dev/null +++ b/_sources/autoapi/mleko/model/base_model/index.rst.txt @@ -0,0 +1,397 @@ +:py:mod:`mleko.model.base_model` +================================ + +.. py:module:: mleko.model.base_model + +.. autoapi-nested-parse:: + + Module for the base model class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.base_model.BaseModel + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.model.base_model.logger + mleko.model.base_model.HyperparametersType + + +.. py:data:: logger + + The logger for the module. + +.. py:data:: HyperparametersType + + + +.. py:class:: BaseModel(features: list[str] | tuple[str, Ellipsis] | None, ignore_features: list[str] | tuple[str, Ellipsis] | None, verbosity: int, memoized_dataset_cache_size: int | None, cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract class for models. + + The model fitting and transformation process is implemented in the `fit`, `transform`, and `fit_transform` methods, + similar to the scikit-learn API. The `fit` method fits the model to the specified DataFrame, the `transform` + method transforms the specified features in the DataFrame, and the `fit_transform` method fits the model to the + specified DataFrame and transforms the specified features in the DataFrame. + + Initializes the model and ensures the destination directory exists. + + .. note:: + + The `features` and `ignore_features` arguments are mutually exclusive. If both are specified, a + `ValueError` is raised. + + .. warning:: + + The `memoized_dataset_cache_size` parameter is experimental and should be used with caution. It refers to + the number of datasets to keep in memory for speeding up repeated training. This can be useful when + hyperparameter tuning or cross-validation is performed, as the dataset does not need to be loaded from disk + every time. However, this can lead to memory issues if the dataset is too large. Specify 0 to disable the + cache. When finished with the fitting and transforming, please call the `_clear_dataset_cache` method to + clear the cache and free up memory. + + :param features: List of feature names to be used by the model. If None, the default is all features + applicable to the model. + :param ignore_features: List of feature names to be ignored by the model. If None, the default is to + ignore no features. + :param verbosity: The verbosity level of the logger, should be passed to the underlying model. + :param memoized_dataset_cache_size: The number of datasets to keep in memory for speeding up repeated training. + When finished with the fitting and transforming, please call the `_clear_dataset_cache` method to clear + the cache and free up memory. Specify 0 to disable the cache. + :param cache_directory: Directory where the cache will be stored locally. + :param cache_size: The maximum number of entries to keep in the cache. + + :raises ValueError: If both `features` and `ignore_features` are specified. + + .. py:method:: fit(data_schema: mleko.dataset.data_schema.DataSchema, train_dataframe: vaex.DataFrame, validation_dataframe: vaex.DataFrame | None = None, hyperparameters: HyperparametersType | None = None, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[Any, dict[str, dict[str, list[Any]]]] + + Fits the model to the specified DataFrame, using the specified hyperparameters. + + The validation DataFrame is used to validate the model during fitting. + + :param data_schema: Data schema for the DataFrame. + :param train_dataframe: DataFrame to fit the model on. + :param validation_dataframe: DataFrame to be used for validation. + :param hyperparameters: Hyperparameters to be used for fitting. If any hyperparameters are specified, they will + be merged with the default hyperparameters specified during the model initialization. + :param cache_group: The cache group to use for caching. + :param force_recompute: Whether to force recompute the result. + :param disable_cache: If set to True, disables the cache. + + :returns: Fitted model and the metrics dictionary. The metrics dictionary is a dictionary of dictionaries. The outer + dictionary is keyed by the dataset name, and the inner dictionary is keyed by the metric name. The value + of the inner dictionary is a list of metric values for each iteration of the model. + >>> metrics = { + ... "train": { + ... "accuracy": [0.90, 0.91, 0.92], + ... "f1": [0.80, 0.81, 0.82], + ... }, + ... "validation": { + ... "accuracy": [0.80, 0.81, 0.82], + ... "f1": [0.70, 0.71, 0.72], + ... }, + ... } + + + .. py:method:: transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> vaex.DataFrame + + Transforms the specified DataFrame using the fitted model. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be transformed. + :param cache_group: The cache group to use for caching. + :param force_recompute: Whether to force recompute the result. + :param disable_cache: If set to True, disables the cache. + + :raises RuntimeError: If the model has not been fitted. + + :returns: Transformed DataFrame. + + + .. py:method:: fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, train_dataframe: vaex.DataFrame, validation_dataframe: vaex.DataFrame | None = None, hyperparameters: HyperparametersType | None = None, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[Any, dict[str, dict[str, list[Any]]], vaex.DataFrame, vaex.DataFrame | None] + + Fits the model to the specified DataFrame and transforms the train and validation DataFrames. + + The validation DataFrame is used to validate the model during fitting. + + :param data_schema: Data schema for the DataFrame. + :param train_dataframe: DataFrame to fit the model on. + :param validation_dataframe: DataFrame to be used for validation. + :param hyperparameters: Hyperparameters to be used for fitting. + :param cache_group: The cache group to use for caching. + :param force_recompute: Whether to force recompute the result. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple of fitted model, the metrics dictionary, transformed train DataFrame, + and transformed validation DataFrame. The metrics dictionary is a dictionary of dictionaries. + The outer dictionary is keyed by the dataset name, and the inner dictionary is keyed by the + metric name. The value of the inner dictionary is a list of metric values for each + iteration of the model. + >>> metrics = { + ... "train": { + ... "accuracy": [0.90, 0.91, 0.92], + ... "f1": [0.80, 0.81, 0.82], + ... }, + ... "validation": { + ... "accuracy": [0.80, 0.81, 0.82], + ... "f1": [0.70, 0.71, 0.72], + ... }, + ... } + + + .. py:method:: clear_load_dataset_cache() -> None + + Clears the cache for the `_memoized_load_dataset` method. + + + .. py:method:: _fit_transform(data_schema: mleko.dataset.data_schema.DataSchema, train_dataframe: vaex.DataFrame, validation_dataframe: vaex.DataFrame | None = None, hyperparameters: HyperparametersType | None = None) -> tuple[Any, dict[str, dict[str, list[Any]]], vaex.DataFrame, vaex.DataFrame | None] + + Fits the model to the specified DataFrame and transforms the train and validation DataFrames. + + :param data_schema: Data schema for the DataFrame. + :param train_dataframe: DataFrame to fit the model on. + :param validation_dataframe: DataFrame to be used for validation. + :param hyperparameters: Hyperparameters to be used for fitting. + + :returns: Tuple of fitted model, the metrics dictionary, transformed train DataFrame, and + transformed validation DataFrame. + + + .. py:method:: _assign_model(model: Any) -> None + + Assigns the specified model to the model attribute. + + Can be overridden by subclasses to assign the model using a different method. + + :param model: Model to be assigned. + + + .. py:method:: _feature_set(data_schema: mleko.dataset.data_schema.DataSchema) -> list[str] + + Returns the list of features to be used as input by the model. + + It is the default set of features minus the features to be ignored if the `features` argument is None, or the + list of names in the `features` argument if it is not None. + + :param data_schema: Data schema for the DataFrame. + + :returns: Sorted list of feature names to be used by the model. + + + .. py:method:: _load_dataset(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, additional_features: list[str] | None = None) -> pandas.DataFrame + + Load the dataset into memory. + + .. warning:: This method should be used with caution, as it loads the entire dataset into memory as a pandas DataFrame. + + :param data_schema: The data schema of the dataframe. + :param dataframe: The dataframe to load. + :param additional_features: Additional features to load, such as the target feature. + + :returns: A pandas DataFrame with the loaded data. + + + .. py:method:: _memoized_load_dataset(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: mleko.utils.vaex_helpers.HashableVaexDataFrame, additional_features: tuple[str, Ellipsis] | None = None, name: str | None = None) -> pandas.DataFrame + + Load the dataset into memory and memoize the result. + + .. warning:: + + This method should be used with caution, as it loads the entire dataset into memory as a pandas DataFrame. + The returned DataFrame will be memoized using the `functools.lru_cache` to avoid reloading the + dataset multiple times. The cache size is set to the `memoized_dataset_cache_size` attribute. + + :param data_schema: The data schema of the dataframe. + :param dataframe: The dataframe to load, wrapped in a `HashableVaexDataFrame` object. + :param additional_features: Additional features to load, such as the target feature. + :param name: Name of the dataset to be used in the log message. + + :returns: A pandas DataFrame with the loaded data. + + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, train_dataframe: vaex.DataFrame, validation_dataframe: vaex.DataFrame | None = None, hyperparameters: HyperparametersType | None = None) -> tuple[Any, dict[str, dict[str, list[Any]]]] + :abstractmethod: + + Fits the model to the specified DataFrame. + + :param data_schema: Data schema for the DataFrame. + :param train_dataframe: DataFrame to be fitted. + :param validation_dataframe: DataFrame to be used for validation. + :param hyperparameters: Hyperparameters to be used for fitting. + + :raises NotImplementedError: Must be implemented by subclasses. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> vaex.DataFrame + :abstractmethod: + + Transforms the specified DataFrame using the fitted model. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be transformed. + + :raises NotImplementedError: Must be implemented by subclasses. + + + .. py:method:: _fingerprint() -> Hashable + :abstractmethod: + + Returns a hashable object that uniquely identifies the model. + + The base implementation fingerprints the class name and the important attributes of the model. + + .. note:: + + Subclasses should call the parent method and include the result in the hashable object along with any + other parameters that uniquely identify the model. All attributes that are used in the + model that affect the result of the fitting and transforming should be included in the hashable object. + + :returns: Hashable object that uniquely identifies the model. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + :abstractmethod: + + Returns the default set of features to be used by the model. + + :param data_schema: Data schema for the DataFrame. + + :raises NotImplementedError: Must be implemented in the child class that inherits from `BaseModel`. + + + .. py:method:: _load_cache_from_disk() -> None + + Loads the cache entries from the cache directory and initializes the LRU cache. + + Cache entries are ordered by their modification time, and the cache is trimmed if needed. + + + .. py:method:: _load_from_cache(cache_key: str, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> Any | None + + Loads data from the cache based on the provided cache key and updates the LRU cache. + + :param cache_key: A string representing the cache key. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + :returns: The cached data if it exists, or None if there is no data for the given cache key. + + + .. py:method:: _save_to_cache(cache_key: str, output: Any | Sequence[Any], cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> None + + Saves the given data to the cache using the provided cache key, updating the LRU cache accordingly. + + If the cache reaches its maximum size, the least recently used entry will be evicted. + + :param cache_key: A string representing the cache key. + :param output: The data to be saved to the cache. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + + .. py:method:: _evict_least_recently_used_if_full(group_identifier: str) -> None + + Evicts the least recently used cache entry if the cache is full. + + :param group_identifier: The group identifier for the cache entries. + + + .. py:method:: _cached_execute(lambda_func: Callable[[], Any], cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, force_recompute: bool = False, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler] | None = None, disable_cache: bool = False) -> Any + + Executes the given function, caching the results based on the provided cache keys and fingerprints. + + .. warning:: + + The cache group is used to group related cache keys together to prevent collisions between cache keys + originating from the same method. For example, if a method is called during the training and testing + phases of a machine learning pipeline, the cache keys for the training and testing phases should be + using different cache groups to prevent collisions between the cache keys for the two phases. Otherwise, + the later cache keys might overwrite the earlier cache entries. + + :param lambda_func: A lambda function to execute. + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing + a value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group, used to group related cache keys together when methods + are called independently. + :param force_recompute: A boolean indicating whether to force recompute the result and update the cache, even if a + cached result is available. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If None, the cache files will + be read using pickle. If a single CacheHandler instance is provided, it will be used for all cache + files. If a list of CacheHandler instances is provided, each CacheHandler instance will be used for + each cache file. + :param disable_cache: Overrides the class-level `disable_cache` attribute. If set to True, disables the cache. + + :returns: A tuple containing a boolean indicating whether the cached result was used, and the result of executing the + given function. If a cached result is available and `force_recompute` is False, the cached result will be + returned instead of recomputing the result. + + + .. py:method:: _compute_cache_key(cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, frame_depth: int = 3) -> str + + Computes the cache key based on the provided cache keys and the calling function's fully qualified name. + + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing a + value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group. + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :raises ValueError: If the computed cache key is too long. + + :returns: A string representing the computed cache key, which is the MD5 hash of the fully qualified name of the + calling function or method, along with the fingerprints of the provided cache keys. + + + .. py:method:: _get_handler(cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], index: int = 0) -> mleko.cache.handlers.CacheHandler + + Gets the cache handler at the given index. + + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param index: The index of the cache handler to get. + + :returns: Handler at the given index. If a single CacheHandler instance is provided, it will be returned. + + + .. py:method:: _write_to_cache_file(cache_key: str, output_item: Any, index: int, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], is_sequence_output: bool) -> None + + Writes the given data to the cache file using the provided cache key. + + If the output is None and the cache handler cannot handle None, the output will be saved using the pickle + cache handler. Otherwise, the output will be saved to a cache file using the provided cache handler. + + :param cache_key: A string representing the cache key. + :param output_item: The data to be saved to the cache. + :param index: The index of the cache handler to use. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param is_sequence_output: Whether the output is a sequence or not. If True, the cache file will be saved with the + index appended to the cache key. + + + .. py:method:: _find_cache_type_name(cls: type) -> str | None + + Recursively searches the class hierarchy for the name of the class that inherits from `CacheMixin`. + + :param cls: The class to search. + + :returns: The name of the class that inherits from `CacheMixin`, or None if no such class exists. + + + diff --git a/_sources/autoapi/mleko/model/index.rst.txt b/_sources/autoapi/mleko/model/index.rst.txt new file mode 100644 index 00000000..7fee92f2 --- /dev/null +++ b/_sources/autoapi/mleko/model/index.rst.txt @@ -0,0 +1,50 @@ +:py:mod:`mleko.model` +===================== + +.. py:module:: mleko.model + +.. autoapi-nested-parse:: + + The subpackage contains the model building functionality of the `mleko` library. + + The following modules are provided: + - `base_model`: The module provides the base class for all models. + - `lgbm_model`: The module provides functionality for building LightGBM models. + + + +Subpackages +----------- +.. toctree:: + :titlesonly: + :maxdepth: 3 + + tune/index.rst + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_model/index.rst + lgbm_model/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.BaseModel + mleko.model.LGBMModel + + + + + + diff --git a/_sources/autoapi/mleko/model/lgbm_model/index.rst.txt b/_sources/autoapi/mleko/model/lgbm_model/index.rst.txt new file mode 100644 index 00000000..1aab2ac4 --- /dev/null +++ b/_sources/autoapi/mleko/model/lgbm_model/index.rst.txt @@ -0,0 +1,158 @@ +:py:mod:`mleko.model.lgbm_model` +================================ + +.. py:module:: mleko.model.lgbm_model + +.. autoapi-nested-parse:: + + Module for the LightGBM model. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.lgbm_model.LGBMModel + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.model.lgbm_model.python_to_lgbm_verbosity + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.model.lgbm_model.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:function:: python_to_lgbm_verbosity(verbosity: int) -> int + + Converts a Python `logging` level to a `LightGBM` verbosity level. + + :param verbosity: The Python `logging` level (e.g., `logging.INFO`). + + :returns: The corresponding `LightGBM` verbosity level. + + +.. py:class:: LGBMModel(target: str, model: lightgbm.LGBMClassifier | lightgbm.LGBMRegressor, eval_metric: lightgbm.sklearn._LGBM_ScikitEvalMetricType | None = None, log_eval_period: int | None = 10, features: list[str] | tuple[str, Ellipsis] | None = None, ignore_features: list[str] | tuple[str, Ellipsis] | None = None, random_state: int | None = 42, verbosity: int = logging.INFO, memoized_dataset_cache_size: int | None = 0, cache_directory: str | pathlib.Path = 'data/lgbm-model', cache_size: int = 1) + + Bases: :py:obj:`mleko.model.base_model.BaseModel` + + Wrapper for the LightGBM model. + + Full documentation of the LightGBM model can be found here + https://lightgbm.readthedocs.io/en/latest/pythonapi/lightgbm.LGBMModel.html. + + Initialize the LightGBM model with the given hyperparameters. + + .. note:: + + Features and ignore_features are mutually exclusive. If both are provided, a `ValueError` will be raised. + By default, all features are used. If ignore_features is provided, all features except the ones in + ignore_features will be used. If features is provided, only the features in features will be used. + + .. warning:: + + The `memoized_dataset_cache_size` parameter is experimental and should be used with caution. It refers to + the number of datasets to keep in memory for speeding up repeated training. This can be useful when + hyperparameter tuning or cross-validation is performed, as the dataset does not need to be loaded from disk + every time. However, this can lead to memory issues if the dataset is too large. Specify 0 to disable the + cache. When finished with the fitting and transforming, please call the `_clear_dataset_cache` method to + clear the cache and free up memory. + + :param target: The name of the target feature. + :param model: The LightGBM model to be used. + :param eval_metric: Evaluation metric(s) to be used as list of strings or a single string. Refer to + https://lightgbm.readthedocs.io/en/latest/pythonapi/lightgbm.LGBMClassifier.html#lightgbm.LGBMClassifier.fit + to see the list of available metrics and how to define custom metrics. + :param log_eval_period: The period to log the evaluation results. + :param features: The names of the features to be used as input for the model. + :param ignore_features: The names of the features to be ignored. + :param random_state: The random state to be used for reproducibility. + :param verbosity: The verbosity level of the logger, will be passed to the LightGBM model. + :param memoized_dataset_cache_size: The number of datasets to keep in memory for speeding up repeated training. + When finished with the fitting and transforming, please call the `_clear_dataset_cache` method to clear + the cache and free up memory. Specify 0 to disable the cache. + :param cache_directory: The target directory where the model will be saved. + :param cache_size: The maximum number of entries to keep in the cache. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.model import LGBMModel + >>> from lightgbm import LGBMClassifier + >>> df = vaex.ml.datasets.load_iris() + >>> df_train, df_test = df.ml.random_split(test_size=0.20, verbose=False) + >>> data_schema = DataSchema( + ... numerical=["sepal_length", "sepal_width", "petal_length", "petal_width"], + ... ) + >>> model = LGBMModel( + ... target="class_", + ... model=LGBMClassifier(n_estimators=100), + ... random_state=42, + ... features=["sepal_width", "petal_length", "petal_width"], + ... ) + >>> booster, df_train_pred, df_test_pred = model.fit_transform(data_schema, df_train, df_test, {}) + + .. py:method:: _fit(data_schema: mleko.dataset.data_schema.DataSchema, train_dataframe: vaex.DataFrame, validation_dataframe: vaex.DataFrame | None = None, hyperparameters: mleko.model.base_model.HyperparametersType | None = None) -> tuple[lightgbm.LGBMClassifier | lightgbm.LGBMRegressor, dict[str, dict[str, list[Any]]]] + + Fits the LightGBM model to the given data with the given hyperparameters. + + :param data_schema: The data schema of the dataframes. + :param train_dataframe: The training dataframe. + :param validation_dataframe: The validation dataframe, optional but required for early stopping. + :param hyperparameters: The hyperparameters to use for training. + + :raises ValueError: If the target feature is in the feature set. + + :returns: The trained LightGBM model. + + + .. py:method:: _transform(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> vaex.DataFrame + + Transforms the given dataframe using the LightGBM model. + + Will return the predictions of the model applied to the given dataframe. + + :param data_schema: The data schema of the dataframe. + :param dataframe: The dataframe to transform. + + :returns: The transformed dataframe. + + + .. py:method:: _fingerprint() -> Hashable + + Returns the fingerprint of the model. + + Appends the target feature and number of iterations to the fingerprint. + + :returns: The fingerprint of the model. + + + .. py:method:: _default_features(data_schema: mleko.dataset.data_schema.DataSchema) -> tuple[str, Ellipsis] + + The default set of features to use for training. + + :param data_schema: The data schema of the dataframes. + + :returns: The default set of features. + + + diff --git a/_sources/autoapi/mleko/model/tune/base_tuner/index.rst.txt b/_sources/autoapi/mleko/model/tune/base_tuner/index.rst.txt new file mode 100644 index 00000000..c6d8e3fe --- /dev/null +++ b/_sources/autoapi/mleko/model/tune/base_tuner/index.rst.txt @@ -0,0 +1,199 @@ +:py:mod:`mleko.model.tune.base_tuner` +===================================== + +.. py:module:: mleko.model.tune.base_tuner + +.. autoapi-nested-parse:: + + Module for the base hyperparameter tuning class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.tune.base_tuner.BaseTuner + + + + +.. py:class:: BaseTuner(cache_directory: str | pathlib.Path, cache_size: int) + + Bases: :py:obj:`mleko.cache.lru_cache_mixin.LRUCacheMixin`, :py:obj:`abc.ABC` + + Abstract base class for hyperparameter tuners. + + Initializes the `BaseTuner` with an output directory. + + :param cache_directory: The target directory where the output is to be saved. + :param cache_size: The maximum number of cache entries. + + .. py:method:: tune(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.model.base_model.HyperparametersType, float | list[float] | tuple[float, Ellipsis], Any] + + Perform the hyperparameter tuning on the given DataFrame. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be tuned on. + :param cache_group: The cache group to use for caching. + :param force_recompute: Weather to force recompute the result. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple containing the best hyperparameters, the best score, and a dictionary + containing any additional information about the tuning process. The dictionary + is specific to each tuner, please refer to the documentation of the tuner + for more information. + + + .. py:method:: _tune(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.model.base_model.HyperparametersType, float | list[float] | tuple[float, Ellipsis], Any] + :abstractmethod: + + Perform the hyperparameter tuning. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be tuned on. + + :raises NotImplementedError: Must be implemented by subclasses. + + + .. py:method:: _fingerprint() -> Hashable + :abstractmethod: + + Returns a hashable object that uniquely identifies the hyperparameter tuning process. + + The base implementation fingerprints the class name of the tuner. + + .. note:: + + Subclasses should call the parent method and include the result in the hashable object along with any + other parameters that uniquely identify the tuner. All attributes that are used in the + tuner that affect the result of the fitting and transforming should be included in the hashable object. + + :returns: A hashable object that uniquely identifies the hyperparameter tuning process. + :rtype: Hashable + + + .. py:method:: _load_cache_from_disk() -> None + + Loads the cache entries from the cache directory and initializes the LRU cache. + + Cache entries are ordered by their modification time, and the cache is trimmed if needed. + + + .. py:method:: _load_from_cache(cache_key: str, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> Any | None + + Loads data from the cache based on the provided cache key and updates the LRU cache. + + :param cache_key: A string representing the cache key. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + :returns: The cached data if it exists, or None if there is no data for the given cache key. + + + .. py:method:: _save_to_cache(cache_key: str, output: Any | Sequence[Any], cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> None + + Saves the given data to the cache using the provided cache key, updating the LRU cache accordingly. + + If the cache reaches its maximum size, the least recently used entry will be evicted. + + :param cache_key: A string representing the cache key. + :param output: The data to be saved to the cache. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + + .. py:method:: _evict_least_recently_used_if_full(group_identifier: str) -> None + + Evicts the least recently used cache entry if the cache is full. + + :param group_identifier: The group identifier for the cache entries. + + + .. py:method:: _cached_execute(lambda_func: Callable[[], Any], cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, force_recompute: bool = False, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler] | None = None, disable_cache: bool = False) -> Any + + Executes the given function, caching the results based on the provided cache keys and fingerprints. + + .. warning:: + + The cache group is used to group related cache keys together to prevent collisions between cache keys + originating from the same method. For example, if a method is called during the training and testing + phases of a machine learning pipeline, the cache keys for the training and testing phases should be + using different cache groups to prevent collisions between the cache keys for the two phases. Otherwise, + the later cache keys might overwrite the earlier cache entries. + + :param lambda_func: A lambda function to execute. + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing + a value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group, used to group related cache keys together when methods + are called independently. + :param force_recompute: A boolean indicating whether to force recompute the result and update the cache, even if a + cached result is available. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If None, the cache files will + be read using pickle. If a single CacheHandler instance is provided, it will be used for all cache + files. If a list of CacheHandler instances is provided, each CacheHandler instance will be used for + each cache file. + :param disable_cache: Overrides the class-level `disable_cache` attribute. If set to True, disables the cache. + + :returns: A tuple containing a boolean indicating whether the cached result was used, and the result of executing the + given function. If a cached result is available and `force_recompute` is False, the cached result will be + returned instead of recomputing the result. + + + .. py:method:: _compute_cache_key(cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, frame_depth: int = 3) -> str + + Computes the cache key based on the provided cache keys and the calling function's fully qualified name. + + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing a + value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group. + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :raises ValueError: If the computed cache key is too long. + + :returns: A string representing the computed cache key, which is the MD5 hash of the fully qualified name of the + calling function or method, along with the fingerprints of the provided cache keys. + + + .. py:method:: _get_handler(cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], index: int = 0) -> mleko.cache.handlers.CacheHandler + + Gets the cache handler at the given index. + + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param index: The index of the cache handler to get. + + :returns: Handler at the given index. If a single CacheHandler instance is provided, it will be returned. + + + .. py:method:: _write_to_cache_file(cache_key: str, output_item: Any, index: int, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], is_sequence_output: bool) -> None + + Writes the given data to the cache file using the provided cache key. + + If the output is None and the cache handler cannot handle None, the output will be saved using the pickle + cache handler. Otherwise, the output will be saved to a cache file using the provided cache handler. + + :param cache_key: A string representing the cache key. + :param output_item: The data to be saved to the cache. + :param index: The index of the cache handler to use. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param is_sequence_output: Whether the output is a sequence or not. If True, the cache file will be saved with the + index appended to the cache key. + + + .. py:method:: _find_cache_type_name(cls: type) -> str | None + + Recursively searches the class hierarchy for the name of the class that inherits from `CacheMixin`. + + :param cls: The class to search. + + :returns: The name of the class that inherits from `CacheMixin`, or None if no such class exists. + + + diff --git a/_sources/autoapi/mleko/model/tune/index.rst.txt b/_sources/autoapi/mleko/model/tune/index.rst.txt new file mode 100644 index 00000000..ed5dd634 --- /dev/null +++ b/_sources/autoapi/mleko/model/tune/index.rst.txt @@ -0,0 +1,41 @@ +:py:mod:`mleko.model.tune` +========================== + +.. py:module:: mleko.model.tune + +.. autoapi-nested-parse:: + + The subpackage provides hyperparameter tuning functionality. + + The following hyperparameter tuners are provided by the subpackage: + - `BaseTuner`: The abstract base class for all hyperparameter tuners. + - `OptunaTuner`: A hyperparameter tuner that uses Optuna for hyperparameter tuning. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + base_tuner/index.rst + optuna_tuner/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.tune.BaseTuner + mleko.model.tune.OptunaTuner + + + + + + diff --git a/_sources/autoapi/mleko/model/tune/optuna_tuner/index.rst.txt b/_sources/autoapi/mleko/model/tune/optuna_tuner/index.rst.txt new file mode 100644 index 00000000..1d170ea7 --- /dev/null +++ b/_sources/autoapi/mleko/model/tune/optuna_tuner/index.rst.txt @@ -0,0 +1,321 @@ +:py:mod:`mleko.model.tune.optuna_tuner` +======================================= + +.. py:module:: mleko.model.tune.optuna_tuner + +.. autoapi-nested-parse:: + + Module for the base hyperparameter tuning class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.model.tune.optuna_tuner.OptunaTuner + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.model.tune.optuna_tuner.logger + mleko.model.tune.optuna_tuner.OptimizeDirection + + +.. py:data:: logger + + The logger for the module. + +.. py:data:: OptimizeDirection + + Literal type for the direction of optimization. + +.. py:class:: OptunaTuner(objective_function: Callable[[optuna.Trial, mleko.dataset.data_schema.DataSchema, vaex.DataFrame], float | list[float] | tuple[float, Ellipsis]] | Callable[[optuna.Trial, mleko.dataset.data_schema.DataSchema, list[tuple[vaex.DataFrame, vaex.DataFrame]]], float | list[float] | tuple[float, Ellipsis]], direction: OptimizeDirection | list[OptimizeDirection], num_trials: int, cv_folds: Callable[[mleko.dataset.data_schema.DataSchema, vaex.DataFrame], list[tuple[vaex.DataFrame, vaex.DataFrame]]] | None = None, enqueue_trials: list[dict[str, Any]] | None = None, sampler: optuna.samplers.BaseSampler | None = None, pruner: optuna.pruners.BasePruner | None = None, study_name: str | None = None, storage: str | optuna.storages.RDBStorage | None = None, load_if_exists: bool = False, random_state: int | None = 42, cache_directory: str | pathlib.Path = 'data/optuna-tuner', cache_size: int = 1) + + Bases: :py:obj:`mleko.model.tune.base_tuner.BaseTuner` + + Hyperparameter tuner using `Optuna`. + + Initializes a new OptunaTuner instance. + + For more information about Optuna, please refer to the documentation: + https://optuna.readthedocs.io/en/stable/. + + .. note:: + + To visualize the optimization process, you can use the `optuna-dashboard` + library. By specifying the `storage` parameter, the tuner will save + the study to the specified file or storage. + + If a sqlite3 file path is defined, the optimization can be visualized using the + `optuna-dashboard` command: + ```bash + optuna-dashboard sqlite:///PATH_TO_YOUR_OPTUNA_STORAGE.sqlite3 + ``` + + The `study_name` parameter can be used to specify the name of the study, + which will be displayed in the `optuna-dashboard` interface. If the + `study_name` is not specified, the current date and time will be used. + It is also referred to as the `study_id` in Optuna. + + .. warning:: + + The caching functionality of the objective function is implemented by + serializing the function source code itself. Ensure that all dependencies + of the objective function are defined within the function itself. Otherwise, + the dependencies will not be included in the fingerprint of the tuner and + the results of the hyperparameter tuning will be unpredictable. For example, + if the objective function depends on a global variable, the caching + functionality will not detect changes to the value itself and will not + recompute the result. + + In addition, the objective function should preferably not use any cached + methods, such as `BaseModel.fit_transform`. Instead, the objective + function should use the underscored methods (`BaseModel._fit_transform`) + to avoid caching the results of each trial. + + :param objective_function: The objective function to optimize. The function must + accept three arguments: the Optuna trial, the data schema, and the + DataFrame or CV list of DataFrames to be tuned on. The function must + return either a single float value or a list/tuple of float values. + If a list/tuple is returned, the tuner will perform multi-objective + optimization. + :param direction: The direction of optimization. Either "maximize" or "minimize". + If a list of directions is given, the tuner will perform multi-objective + optimization. The length of the list must match the length of the list + returned by the objective function. + :param cv_folds: The cross-validation function to use. The function must accept + the data schema and the DataFrame to be tuned on and return a list of + tuples containing the training and validation DataFrames. The length + of the list must match the number of folds to perform. + :param enqueue_trials: A list of dictionaries containing the parameters configurations + to enqueue trials. The keys of the dictionary must match the parameter + names of the objective function. The tuner will enqueue the trials + with the specified configurations before starting the optimization. + :param num_trials: The number of trials to perform. + :param sampler: The Optuna sampler to use, if None `TPESampler` is + used for single-objective optimization and `NSGAIISampler` + is used for multi-objective optimization. + :param pruner: The Optuna pruner to use, if None `optuna.pruners.MedianPruner` is + used. + :param study_name: The name of the study. If None, the current date and time will + be used. + :param storage: The name of the storage to save the study to. If None, the + study will not be saved to a persistent storage. Refer to the Optuna + documentation for more information on the storage options. + :param load_if_exists: Flag to control the behavior to handle a conflict of study + names. In the case where a study named `study_name` already exists in + the storage, a `DuplicatedStudyError` is raised if `load_if_exists` + is set to `False`. Otherwise, the creation of the study is + skipped, and the existing one is returned. + :param random_state: The random state to use for the Optuna sampler. If None, the + default random state of the sampler is used. Setting this will override + the random state of the sampler. + :param cache_directory: The target directory where the output is to be saved. + :param cache_size: The maximum number of cache entries. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.model import LGBMModel + >>> from mleko.tune import OptunaTuner + >>> from mleko.dataset import DataSchema + >>> def objective_function(trial, data_schema, dataframe): + ... params = { + ... "num_iterations": trial.suggest_int("num_iterations", 10, 100), + ... "learning_rate": trial.suggest_float("learning_rate", 0.01, 0.1), + ... "num_leaves": trial.suggest_int("num_leaves", 10, 100), + ... } + >>> model = LGBMModel( + ... target="class_", + ... features=["sepal_width", "petal_length", "petal_width"], + ... num_iterations=100, + ... learning_rate=0.1, + ... num_leaves=31, + ... random_state=42, + ... metric=["auc"], + ... ) + >>> df_train, df_val = dataframe.ml.random_split(test_size=0.20, verbose=False) + >>> _, metrics, _, _ = model._fit_transform(data_schema, df_train, df_val, params) + >>> return metrics['validation']['auc'][-1] + >>> optuna_tuner = OptunaTuner( + ... objective_function=objective_function, + ... direction="maximize", + ... num_trials=51, + ... random_state=42, + ... ) + >>> dataframe = vaex.ml.datasets.load_iris() + >>> data_schema = DataSchema( + ... numerical=["sepal_length", "sepal_width", "petal_length", "petal_width"], + ... ) + >>> best_trial, best_score, study = optuna_tuner.tune(data_schema, dataframe) + + .. py:method:: _tune(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame) -> tuple[mleko.model.base_model.HyperparametersType, float | list[float] | tuple[float, Ellipsis], optuna.study.Study] + + Perform the hyperparameter tuning. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be tuned on. + + :returns: Tuple containing the best hyperparameters, the best score, and a the Optuna study. + + + .. py:method:: _fingerprint() -> Hashable + + Generates a fingerprint for the tuner. + + :returns: The fingerprint of the tuner. + + + .. py:method:: _reset_sampler_rng(sampler: optuna.samplers.BaseSampler) -> None + + Resets the random number generator of the given Optuna sampler. + + :param sampler: The Optuna sampler to reset the random number generator of. + + + .. py:method:: tune(data_schema: mleko.dataset.data_schema.DataSchema, dataframe: vaex.DataFrame, cache_group: str | None = None, force_recompute: bool = False, disable_cache: bool = False) -> tuple[mleko.model.base_model.HyperparametersType, float | list[float] | tuple[float, Ellipsis], Any] + + Perform the hyperparameter tuning on the given DataFrame. + + :param data_schema: Data schema for the DataFrame. + :param dataframe: DataFrame to be tuned on. + :param cache_group: The cache group to use for caching. + :param force_recompute: Weather to force recompute the result. + :param disable_cache: If set to True, disables the cache. + + :returns: Tuple containing the best hyperparameters, the best score, and a dictionary + containing any additional information about the tuning process. The dictionary + is specific to each tuner, please refer to the documentation of the tuner + for more information. + + + .. py:method:: _load_cache_from_disk() -> None + + Loads the cache entries from the cache directory and initializes the LRU cache. + + Cache entries are ordered by their modification time, and the cache is trimmed if needed. + + + .. py:method:: _load_from_cache(cache_key: str, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> Any | None + + Loads data from the cache based on the provided cache key and updates the LRU cache. + + :param cache_key: A string representing the cache key. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + :returns: The cached data if it exists, or None if there is no data for the given cache key. + + + .. py:method:: _save_to_cache(cache_key: str, output: Any | Sequence[Any], cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler]) -> None + + Saves the given data to the cache using the provided cache key, updating the LRU cache accordingly. + + If the cache reaches its maximum size, the least recently used entry will be evicted. + + :param cache_key: A string representing the cache key. + :param output: The data to be saved to the cache. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If a single CacheHandler + instance is provided, it will be used for all cache files. If a list of CacheHandler instances is + provided, each CacheHandler instance will be used for each cache file. + + + .. py:method:: _evict_least_recently_used_if_full(group_identifier: str) -> None + + Evicts the least recently used cache entry if the cache is full. + + :param group_identifier: The group identifier for the cache entries. + + + .. py:method:: _cached_execute(lambda_func: Callable[[], Any], cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, force_recompute: bool = False, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler] | None = None, disable_cache: bool = False) -> Any + + Executes the given function, caching the results based on the provided cache keys and fingerprints. + + .. warning:: + + The cache group is used to group related cache keys together to prevent collisions between cache keys + originating from the same method. For example, if a method is called during the training and testing + phases of a machine learning pipeline, the cache keys for the training and testing phases should be + using different cache groups to prevent collisions between the cache keys for the two phases. Otherwise, + the later cache keys might overwrite the earlier cache entries. + + :param lambda_func: A lambda function to execute. + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing + a value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group, used to group related cache keys together when methods + are called independently. + :param force_recompute: A boolean indicating whether to force recompute the result and update the cache, even if a + cached result is available. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. If None, the cache files will + be read using pickle. If a single CacheHandler instance is provided, it will be used for all cache + files. If a list of CacheHandler instances is provided, each CacheHandler instance will be used for + each cache file. + :param disable_cache: Overrides the class-level `disable_cache` attribute. If set to True, disables the cache. + + :returns: A tuple containing a boolean indicating whether the cached result was used, and the result of executing the + given function. If a cached result is available and `force_recompute` is False, the cached result will be + returned instead of recomputing the result. + + + .. py:method:: _compute_cache_key(cache_key_inputs: list[Hashable | tuple[Any, mleko.cache.fingerprinters.base_fingerprinter.BaseFingerprinter]], cache_group: str | None = None, frame_depth: int = 3) -> str + + Computes the cache key based on the provided cache keys and the calling function's fully qualified name. + + :param cache_key_inputs: A list of cache keys that can be a mix of hashable values and tuples containing a + value and a BaseFingerprinter instance for generating fingerprints. + :param cache_group: A string representing the cache group. + :param frame_depth: The depth of the frame to inspect. The default value is 2, which is the frame of the calling + function or method. For each nested function or method, the frame depth should be increased by 1. + + :raises ValueError: If the computed cache key is too long. + + :returns: A string representing the computed cache key, which is the MD5 hash of the fully qualified name of the + calling function or method, along with the fingerprints of the provided cache keys. + + + .. py:method:: _get_handler(cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], index: int = 0) -> mleko.cache.handlers.CacheHandler + + Gets the cache handler at the given index. + + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param index: The index of the cache handler to get. + + :returns: Handler at the given index. If a single CacheHandler instance is provided, it will be returned. + + + .. py:method:: _write_to_cache_file(cache_key: str, output_item: Any, index: int, cache_handlers: mleko.cache.handlers.CacheHandler | list[mleko.cache.handlers.CacheHandler], is_sequence_output: bool) -> None + + Writes the given data to the cache file using the provided cache key. + + If the output is None and the cache handler cannot handle None, the output will be saved using the pickle + cache handler. Otherwise, the output will be saved to a cache file using the provided cache handler. + + :param cache_key: A string representing the cache key. + :param output_item: The data to be saved to the cache. + :param index: The index of the cache handler to use. + :param cache_handlers: A CacheHandler instance or a list of CacheHandler instances. + :param is_sequence_output: Whether the output is a sequence or not. If True, the cache file will be saved with the + index appended to the cache key. + + + .. py:method:: _find_cache_type_name(cls: type) -> str | None + + Recursively searches the class hierarchy for the name of the class that inherits from `CacheMixin`. + + :param cls: The class to search. + + :returns: The name of the class that inherits from `CacheMixin`, or None if no such class exists. + + + diff --git a/_sources/autoapi/mleko/pipeline/data_container/index.rst.txt b/_sources/autoapi/mleko/pipeline/data_container/index.rst.txt new file mode 100644 index 00000000..9a59f9c4 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/data_container/index.rst.txt @@ -0,0 +1,49 @@ +:py:mod:`mleko.pipeline.data_container` +======================================= + +.. py:module:: mleko.pipeline.data_container + +.. autoapi-nested-parse:: + + Data management module for handling data used in the pipeline. + + This module provides the DataContainer class, which serves as a common interface for various types of data, + enforcing shared structure and behavior. The goal is to facilitate data handling throughout the pipeline. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.data_container.DataContainer + + + + +.. py:class:: DataContainer + + Class for holding data used in the pipeline. + + This class serves as a common interface and can be extended to enforce + a shared structure or behavior across different types of data. + + .. rubric:: Examples + + >>> data_container = DataContainer() + >>> data_container.data["my_data"] = [Path("path/to/data")] + >>> data_container.data["my_data"] + [Path("path/to/data")] + + .. py:attribute:: data + :type: dict[str, Any] + + The data stored in the DataContainer. + + The data is stored in a dictionary, where the keys are the names of the data and the values are the data itself. + + diff --git a/_sources/autoapi/mleko/pipeline/index.rst.txt b/_sources/autoapi/mleko/pipeline/index.rst.txt new file mode 100644 index 00000000..1559cfbb --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/index.rst.txt @@ -0,0 +1,54 @@ +:py:mod:`mleko.pipeline` +======================== + +.. py:module:: mleko.pipeline + +.. autoapi-nested-parse:: + + Pipeline subpackage for managing and executing data processing steps. + + This subpackage provides the necessary components to create a customizable data processing pipeline. It includes + abstract base classes for pipeline steps, a flexible and customizable Pipeline class for managing and executing a + series of data processing steps, and a subpackage named `steps` that contains concrete implementations of the + `PipelineStep` class. + + + +Subpackages +----------- +.. toctree:: + :titlesonly: + :maxdepth: 3 + + steps/index.rst + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + data_container/index.rst + pipeline/index.rst + pipeline_step/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.DataContainer + mleko.pipeline.Pipeline + mleko.pipeline.PipelineStep + + + + + + + diff --git a/_sources/autoapi/mleko/pipeline/pipeline/index.rst.txt b/_sources/autoapi/mleko/pipeline/pipeline/index.rst.txt new file mode 100644 index 00000000..5b4f73c1 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/pipeline/index.rst.txt @@ -0,0 +1,86 @@ +:py:mod:`mleko.pipeline.pipeline` +================================= + +.. py:module:: mleko.pipeline.pipeline + +.. autoapi-nested-parse:: + + Provides a flexible and customizable Pipeline class for managing and executing a series of data processing steps. + + The module defines a Pipeline class that allows for the creation of a sequence of data processing steps. It is + designed for building complex data processing workflows by chaining together custom `PipelineStep` instances. + The Pipeline class encapsulates the ordered sequence of steps added to it and provides methods to manage, execute, + and visualize these steps. Each step's output is passed as input to the next step, effectively managing the flow + of data through the processing pipeline. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.pipeline.Pipeline + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.pipeline.logger + + +.. py:data:: logger + + A CustomLogger instance that's used throughout the module for logging. + +.. py:class:: Pipeline(steps: list[mleko.pipeline.pipeline_step.PipelineStep] | None = None) + + Encapsulates a pipeline that manages and executes a series of data processing steps in a defined order. + + Creates a new Pipeline instance, initializing it with a list of steps or an empty list. + + .. note:: + + The steps list can be provided as an argument to the constructor, or the pipeline can be initialized + with an empty list of steps and have them added later using the `add_step` method. This allows for + more flexibility in the creation of the pipeline, as steps can be added dynamically. + + :param steps: An optional list of `PipelineStep` instances that define the data processing steps in the + pipeline. If not provided, the pipeline will be initialized with an empty list of steps, + allowing steps to be added later using the `add_step` method. + + .. py:method:: add_step(step: mleko.pipeline.pipeline_step.PipelineStep) -> None + + Appends a new PipelineStep to the end of the pipeline, extending the processing sequence. + + Adding a step to the pipeline implies that it will be executed after all the steps previously + appended to the pipeline when calling the `run` method. + + :param step: The PipelineStep instance to be added at the end of the pipeline's steps list. + + + .. py:method:: run(data_container: mleko.pipeline.data_container.DataContainer | None = None, force_recompute: bool = False, disable_cache: bool = False) -> mleko.pipeline.data_container.DataContainer + + Executes the pipeline steps in the order they were added, passing output from one to the next. + + Processes the initial given data or an empty data container through each step in the pipeline. + The output of each step is passed as input to the next step, allowing the given input to be transformed + through the whole sequence of steps. + + :param data_container: An optional DataContainer instance carrying the input data to be processed by the + first step in the pipeline. If not provided, an empty DataContainer instance will be + created automatically, and the first step's execute method must handle it. + :param force_recompute: Whether to force the pipeline to recompute its output, even if it already exists. + :param disable_cache: Whether to disable the `mleko` caching mechanism for the pipeline execution. + + :returns: The output as a DataContainer instance from the last step in the pipeline after processing the data. + + + diff --git a/_sources/autoapi/mleko/pipeline/pipeline_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/pipeline_step/index.rst.txt new file mode 100644 index 00000000..157b5ec2 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/pipeline_step/index.rst.txt @@ -0,0 +1,261 @@ +:py:mod:`mleko.pipeline.pipeline_step` +====================================== + +.. py:module:: mleko.pipeline.pipeline_step + +.. autoapi-nested-parse:: + + This module defines the abstract base class for pipeline steps in a data processing pipeline. + + The module provides a standard interface for implementing data processing steps as part of a larger pipeline, + via the `PipelineStep` abstract base class. Each `PipelineStep` subclass should have a specific purpose and + should be able to run independently or as part of the pipeline. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.pipeline_step.PipelineStep + mleko.pipeline.pipeline_step.FitTransformPipelineStep + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.pipeline_step.validate_typeddict + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.pipeline_step.logger + mleko.pipeline.pipeline_step.T + mleko.pipeline.pipeline_step.TypedDictType + mleko.pipeline.pipeline_step.FitTransformAction + + +.. py:data:: logger + + The logger for the module. + +.. py:data:: T + + Type variable for generic type annotations. + +.. py:data:: TypedDictType + + Type variable for TypedDict type annotations. + +.. py:function:: validate_typeddict(data: dict[str, Any], typeddict: type[TypedDictType]) -> None + + Validates that all keys defined in the TypedDict are present in the data dict. + + This function checks for the presence of all keys, including those marked as Optional. + The presence of a key is mandatory, but the value can be None if the key is Optional. + + :param data: The data dictionary to validate. + :param typeddict: The TypedDict class against which to validate the data. + + :raises ValueError: If the data is missing required keys or has extra keys not defined in the TypedDict. + + +.. py:class:: PipelineStep(inputs: dict[str, Any] | TypedDictType, outputs: dict[str, str] | TypedDictType, cache_group: str | None) + + Bases: :py:obj:`abc.ABC` + + Base class for all pipeline steps, ensuring the standardized interface for performing data processing operations. + + Descendants of this class must implement the `execute` method, which carries out the data processing operation + related to the step. Additionally, they must implement the `_get_input_model` and `_get_output_model` methods, + which dynamically determine the TypedDict models to use for validation. + + Initialize a new PipelineStep with the provided input and output keys. + + :param action: The action to perform, such as "fit", "transform", or "fit_transform". + :param inputs: Input data required for this step's processing operation. + :param outputs: Output data generated by this step's processing operation. + :param cache_group: The cache group to use. + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + :abstractmethod: + + Execute the data processing operation associated with this pipeline step. + + The `execute` method is the main entry point for the data processing operation associated with this step. + It receives a `DataContainer` instance as input, containing the data to be processed by this step. + The method should perform the processing operation and return the processed data as a `DataContainer` instance. + + :param data_container: Input data for this step's processing operation. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :raises NotImplementedError: Must be implemented by subclass. + + + .. py:method:: _get_input_model() -> type[TypedDictType] + :abstractmethod: + + Dynamically determine the TypedDict model to use for validation. + + :returns: The TypedDict model to use for validation. + + + .. py:method:: _get_output_model() -> type[TypedDictType] + :abstractmethod: + + Dynamically determine the TypedDict model to use for validation. + + :returns: The TypedDict model to use for validation. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + +.. py:data:: FitTransformAction + + Type alias for the action to perform, either "fit", "transform", or "fit_transform". + +.. py:class:: FitTransformPipelineStep(action: FitTransformAction, inputs: dict[str, Any] | TypedDictType, outputs: dict[str, str] | TypedDictType, cache_group: str | None) + + Bases: :py:obj:`PipelineStep` + + Base class for all pipeline steps, ensuring the standardized interface for performing data processing operations. + + Specialized for steps that perform actions "fit", "transform", or "fit_transform". Descendants of this class must + implement the `execute` method, which carries out the data processing operation related to the step. Additionally, + they must implement the `_get_input_model` and `_get_output_model` methods, which dynamically determine the + TypedDict models to use for validation based on the action to be performed. + + Initialize a new PipelineStep with the provided input and output keys. + + :param action: The action to perform, either "fit", "transform", or "fit_transform". + :param inputs: Input data required for this step's processing operation. + :param outputs: Output data generated by this step's processing operation. + :param cache_group: The cache group to use. + + :raises ValueError: If the action is not one of "fit", "transform", or "fit_transform". + + .. py:attribute:: _action + :type: FitTransformAction + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + :abstractmethod: + + Execute the data processing operation associated with this pipeline step. + + The `execute` method is the main entry point for the data processing operation associated with this step. + It receives a `DataContainer` instance as input, containing the data to be processed by this step. + The method should perform the processing operation and return the processed data as a `DataContainer` instance. + + :param data_container: Input data for this step's processing operation. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :raises NotImplementedError: Must be implemented by subclass. + + + .. py:method:: _get_input_model() -> type[TypedDictType] + :abstractmethod: + + Dynamically determine the TypedDict model to use for validation. + + :returns: The TypedDict model to use for validation. + + + .. py:method:: _get_output_model() -> type[TypedDictType] + :abstractmethod: + + Dynamically determine the TypedDict model to use for validation. + + :returns: The TypedDict model to use for validation. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/convert_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/convert_step/index.rst.txt new file mode 100644 index 00000000..987b0c8f --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/convert_step/index.rst.txt @@ -0,0 +1,290 @@ +:py:mod:`mleko.pipeline.steps.convert_step` +=========================================== + +.. py:module:: mleko.pipeline.steps.convert_step + +.. autoapi-nested-parse:: + + Module for data conversion as a part of the pipeline process. + + This module contains the `ConvertStep` class which is a specialized pipeline step for handling data format + conversion. It uses the provided `BaseDataConverter` for converting the data into the desired format. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.convert_step.ConvertStepInputType + mleko.pipeline.steps.convert_step.ConvertStepOutputType + mleko.pipeline.steps.convert_step.ConvertStep + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.convert_step.logger + mleko.pipeline.steps.convert_step.TypedDictType + + +.. py:data:: logger + + The logger for the module. + +.. py:data:: TypedDictType + + Type variable for TypedDict type annotations. + +.. py:class:: ConvertStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the ConvertStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: file_paths + :type: Union[str, List[pathlib.Path], List[str]] + + List of file paths or the key identifying the list of file paths to be converted. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ConvertStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the ConvertStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the DataSchema after conversion. + + .. py:attribute:: dataframe + :type: str + + The key for the DataFrame after conversion. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ConvertStep(converter: mleko.dataset.convert.BaseConverter, inputs: ConvertStepInputType, outputs: ConvertStepOutputType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step that manages data conversion from one format to another. + + Initialize the ConvertStep with the specified data converter. + + :param converter: The DataConverter responsible for handling data format conversion. + :param inputs: A dictionary of input keys following the `ConvertStepInputType` schema. + :param outputs: A dictionary of output keys following the `ConvertStepOutputType` schema. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: ConvertStepInputType + + + + .. py:attribute:: _outputs + :type: ConvertStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform data format conversion using the configured converter. + + :param data_container: Contains a list of file Paths to be converted. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :raises ValueError: If the input data types are invalid. + + :returns: A DataContainer containing the result. + + + .. py:method:: _get_input_model() -> type[ConvertStepInputType] + + Get the input type for the ConvertStep. + + :returns: Input type for the ConvertStep. + + + .. py:method:: _get_output_model() -> type[ConvertStepOutputType] + + Get the output type for the ConvertStep. + + :returns: Output type for the ConvertStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/export_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/export_step/index.rst.txt new file mode 100644 index 00000000..2550dbb0 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/export_step/index.rst.txt @@ -0,0 +1,271 @@ +:py:mod:`mleko.pipeline.steps.export_step` +========================================== + +.. py:module:: mleko.pipeline.steps.export_step + +.. autoapi-nested-parse:: + + Module handling data exporting to a destination in the pipeline process. + + This module contains the `ExportStep` class which is a specialized pipeline step designed for handling data + exporting from a specified `BaseExporter`. It's responsible for exporting the data to a destination, and + returning a `DataContainer` object containing the destination path of the exported data. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.export_step.ExportStepInputType + mleko.pipeline.steps.export_step.ExportStepOutputType + mleko.pipeline.steps.export_step.ExportStep + + + + +.. py:class:: ExportStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the ExportStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data + :type: Union[str, Any] + + The data to export. + + .. py:attribute:: export_config + :type: Union[str, dict] + + The configuration for the export operation. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ExportStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the ExportStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: file_path + :type: str + + The path of the exported file. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ExportStep(exporter: mleko.dataset.export.BaseExporter, inputs: ExportStepInputType, outputs: ExportStepOutputType) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step that manages data exporting to a destination using a specified `BaseExporter`. + + Initialize the IngestStep with the specified `BaseExporter` and input/output keys. + + :param exporter: The `BaseExporter` instance to use for exporting data. + :param inputs: A dictionary of input keys following the `IngestStepInputType` schema. + :param outputs: A dictionary of output keys following the `IngestStepOutputType` schema. + + .. py:attribute:: _inputs + :type: ExportStepInputType + + + + .. py:attribute:: _outputs + :type: ExportStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Export the data to the destination using the specified `BaseExporter`. + + :param data_container: Input data for this step's processing operation. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: Not used for ingestion steps. + + :returns: A DataContainer containing the result. + + + .. py:method:: _get_input_model() -> type[ExportStepInputType] + + Get the input type for the ExportStep. + + :returns: Input type for the ExportStep. + + + .. py:method:: _get_output_model() -> type[ExportStepOutputType] + + Get the output type for the ExportStep. + + :returns: Output type for the ExportStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/feature_select_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/feature_select_step/index.rst.txt new file mode 100644 index 00000000..7bede711 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/feature_select_step/index.rst.txt @@ -0,0 +1,460 @@ +:py:mod:`mleko.pipeline.steps.feature_select_step` +================================================== + +.. py:module:: mleko.pipeline.steps.feature_select_step + +.. autoapi-nested-parse:: + + Module containing the FeatureSelectStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.feature_select_step.FeatureSelectStepInputType + mleko.pipeline.steps.feature_select_step.FeatureSelectStepOutputFitType + mleko.pipeline.steps.feature_select_step.FeatureSelectStepOutputTransformType + mleko.pipeline.steps.feature_select_step.FeatureSelectStepOutputFitTransformType + mleko.pipeline.steps.feature_select_step.FeatureSelectStep + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.feature_select_step.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: FeatureSelectStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the FeatureSelectStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + DataSchema or the key for the DataSchema to be used for feature selection. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be used for feature selection. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FeatureSelectStepOutputFitType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the FeatureSelectStep when action is 'fit'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after feature selection. + + .. py:attribute:: feature_selector + :type: str + + The key for the fitted feature selector after feature selection. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FeatureSelectStepOutputTransformType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the FeatureSelectStep when action is 'transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after feature selection. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after feature selection. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FeatureSelectStepOutputFitTransformType + + Bases: :py:obj:`FeatureSelectStepOutputFitType`, :py:obj:`FeatureSelectStepOutputTransformType` + + The output type of the FeatureSelectStep when action is 'fit_transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after feature selection. + + .. py:attribute:: feature_selector + :type: str + + The key for the fitted feature selector after feature selection. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after feature selection. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FeatureSelectStep(feature_selector: mleko.dataset.feature_select.base_feature_selector.BaseFeatureSelector, action: mleko.pipeline.pipeline_step.FitTransformAction, inputs: FeatureSelectStepInputType, outputs: FeatureSelectStepOutputFitType | FeatureSelectStepOutputTransformType | FeatureSelectStepOutputFitTransformType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.FitTransformPipelineStep` + + Pipeline step that selects a subset of features from a DataFrame. + + Initialize the FeatureSelectStep with the specified feature selector. + + :param feature_selector: The FeatureSelector responsible for handling feature selection. + :param action: The action to perform, one of "fit", "transform", or "fit_transform". + :param inputs: A dictionary of input keys following the `FeatureSelectStepInputType` schema. + :param outputs: A dictionary of output keys following the `FeatureSelectStepOutputFitType`, + `FeatureSelectStepOutputTransformType`, or `FeatureSelectStepOutputFitTransformType` schema depending + on the action. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: FeatureSelectStepInputType + + + + .. py:attribute:: _outputs + :type: FeatureSelectStepOutputFitType | FeatureSelectStepOutputTransformType | FeatureSelectStepOutputFitTransformType + + + + .. py:attribute:: _action + :type: FitTransformAction + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform feature selection using the configured feature selector. + + :param data_container: Contains the input DataFrame. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the result depending on the action. + + + .. py:method:: _get_input_model() -> type[FeatureSelectStepInputType] + + Get the input type for the FeatureSelectStep. + + :returns: Input type for the FeatureSelectStep. + + + .. py:method:: _get_output_model() -> type[FeatureSelectStepOutputFitType | FeatureSelectStepOutputTransformType | FeatureSelectStepOutputFitTransformType] + + Get the output type for the FeatureSelectStep. + + :returns: Output type for the FeatureSelectStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/filter_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/filter_step/index.rst.txt new file mode 100644 index 00000000..fe045514 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/filter_step/index.rst.txt @@ -0,0 +1,268 @@ +:py:mod:`mleko.pipeline.steps.filter_step` +========================================== + +.. py:module:: mleko.pipeline.steps.filter_step + +.. autoapi-nested-parse:: + + Module containing the FilterStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.filter_step.FilterStepInputType + mleko.pipeline.steps.filter_step.FilterStepOutputType + mleko.pipeline.steps.filter_step.FilterStep + + + + +.. py:class:: FilterStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the FilterStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + The key for the DataSchema. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + The key for the DataFrame to be filtered. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FilterStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the FilterStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: dataframe + :type: str + + The key for the filtered DataFrame. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: FilterStep(filter: mleko.dataset.filter.base_filter.BaseFilter, inputs: FilterStepInputType, outputs: FilterStepOutputType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step that filters a DataFrame. + + Initialize the FilterStep with the specified data filter. + + :param filter: The DataFilter responsible for handling data filtering. + :param inputs: A dictionary of input keys following the `FilterStepInputType` schema. + :param outputs: A dictionary of output keys following the `FilterStepOutputType` schema. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: FilterStepInputType + + + + .. py:attribute:: _outputs + :type: FilterStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform data filtering using the configured filter. + + :param data_container: Contains the DataFrame to be filtered. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the result. + + + .. py:method:: _get_input_model() -> type[FilterStepInputType] + + Get the input type for the FilterStep. + + :returns: Input type for the FilterStep. + + + .. py:method:: _get_output_model() -> type[FilterStepOutputType] + + Get the output type for the FilterStep. + + :returns: Output type for the FilterStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/index.rst.txt new file mode 100644 index 00000000..fd0aa934 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/index.rst.txt @@ -0,0 +1,62 @@ +:py:mod:`mleko.pipeline.steps` +============================== + +.. py:module:: mleko.pipeline.steps + +.. autoapi-nested-parse:: + + Subpackage containing specialized pipeline steps for various data processing tasks. + + This subpackage offers a collection of pipeline steps, each designed for a specific purpose: data ingestion, + data conversion, and other data manipulation tasks. By using these unique steps sequentially, you can create a + complete data processing workflow within the pipeline. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + convert_step/index.rst + export_step/index.rst + feature_select_step/index.rst + filter_step/index.rst + ingest_step/index.rst + model_step/index.rst + split_step/index.rst + transform_step/index.rst + tune_step/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.ConvertStep + mleko.pipeline.steps.ExportStep + mleko.pipeline.steps.FeatureSelectStep + mleko.pipeline.steps.FilterStep + mleko.pipeline.steps.IngestStep + mleko.pipeline.steps.ModelStep + mleko.pipeline.steps.SplitStep + mleko.pipeline.steps.TransformStep + mleko.pipeline.steps.TuneStep + + + + + + + + + + + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/ingest_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/ingest_step/index.rst.txt new file mode 100644 index 00000000..f90c7105 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/ingest_step/index.rst.txt @@ -0,0 +1,261 @@ +:py:mod:`mleko.pipeline.steps.ingest_step` +========================================== + +.. py:module:: mleko.pipeline.steps.ingest_step + +.. autoapi-nested-parse:: + + Module handling data ingestion from a data source in the pipeline process. + + This module contains the `IngestStep` class which is a specialized pipeline step designed for handling data + fetching from a specified `BaseIngester`. It's responsible for retrieving data from the data source, and + returning a `DataContainer` object containing the list of fetched files. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.ingest_step.IngestStepInputType + mleko.pipeline.steps.ingest_step.IngestStepOutputType + mleko.pipeline.steps.ingest_step.IngestStep + + + + +.. py:class:: IngestStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the IngestStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: IngestStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the IngestStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: file_paths + :type: str + + The key for the list of fetched file paths. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: IngestStep(ingester: mleko.dataset.ingest.BaseIngester, inputs: IngestStepInputType, outputs: IngestStepOutputType) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step that manages data ingestion from a configured data source. + + Initialize the IngestStep with the specified data source. + + :param ingester: The data source from which to fetch the data, a BaseIngester instance. + :param inputs: A dictionary of input keys following the `IngestStepInputType` schema. + :param outputs: A dictionary of output keys following the `IngestStepOutputType` schema. + + .. py:attribute:: _inputs + :type: IngestStepInputType + + + + .. py:attribute:: _outputs + :type: IngestStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Fetch data from the configured data source and return a DataContainer with fetched files. + + :param data_container: Input data for this step's processing operation. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: Not used for ingestion steps. + + :returns: A DataContainer containing the result. + + + .. py:method:: _get_input_model() -> type[IngestStepInputType] + + Get the input type for the IngestStep. + + :returns: Input type for the IngestStep. + + + .. py:method:: _get_output_model() -> type[IngestStepOutputType] + + Get the output type for the IngestStep. + + :returns: Output type for the IngestStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/model_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/model_step/index.rst.txt new file mode 100644 index 00000000..435f7b3d --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/model_step/index.rst.txt @@ -0,0 +1,562 @@ +:py:mod:`mleko.pipeline.steps.model_step` +========================================= + +.. py:module:: mleko.pipeline.steps.model_step + +.. autoapi-nested-parse:: + + Module containing the ModelStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.model_step.ModelStepInputFitType + mleko.pipeline.steps.model_step.ModelStepInputTransformType + mleko.pipeline.steps.model_step.ModelStepOutputFitType + mleko.pipeline.steps.model_step.ModelStepOutputTransformType + mleko.pipeline.steps.model_step.ModelStepOutputFitTransformType + mleko.pipeline.steps.model_step.ModelStep + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.model_step.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: ModelStepInputFitType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the ModelStep when action is 'fit'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + DataSchema or the key for the DataSchema to be used for training. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be used for training. + + .. py:attribute:: validation_dataframe + :type: Optional[Union[str, vaex.DataFrame]] + + DataFrame or the key for the validation DataFrame to be used for training. + + .. py:attribute:: hyperparameters + :type: Optional[Union[str, mleko.model.base_model.HyperparametersType]] + + Hyperparameters or the key for the hyperparameters to be used for training. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ModelStepInputTransformType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the ModelStep when action is 'transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + DataSchema or the key for the DataSchema to be used for prediction. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be used for prediction. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ModelStepOutputFitType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the ModelStep when action is 'fit'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: model + :type: str + + The key for the fitted model after training. + + .. py:attribute:: metrics + :type: str + + The key for the metrics dictionary after training. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ModelStepOutputTransformType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the ModelStep when action is 'transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after prediction. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ModelStepOutputFitTransformType + + Bases: :py:obj:`ModelStepOutputFitType`, :py:obj:`ModelStepOutputTransformType` + + The output type of the ModelStep when action is 'fit_transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: validation_dataframe + :type: Optional[str] + + The key for the transformed validation DataFrame after prediction. + + .. py:attribute:: model + :type: str + + The key for the fitted model after training. + + .. py:attribute:: metrics + :type: str + + The key for the metrics dictionary after training. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after prediction. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: ModelStep(model: mleko.model.base_model.BaseModel, action: mleko.pipeline.pipeline_step.FitTransformAction, inputs: ModelStepInputFitType | ModelStepInputTransformType, outputs: ModelStepOutputFitType | ModelStepOutputTransformType | ModelStepOutputFitTransformType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.FitTransformPipelineStep` + + Pipeline step for model training and prediction. + + Initialize the ModelStep with the specified model. + + The action parameter specifies whether the model should be fitted, transformed, or both. If the action + is "fit" the `ModelStep` will return the fitted model. If the action is "transform" the + `ModelStep` will return the predictions of the DataFrame. If the action is "fit_transform" the `ModelStep` + will return both the fitted model and the predictions of the DataFrame in the specified order. + + .. note:: + + The hyperparameters input is optional. If it is not provided, the model will be trained using the + default hyperparameters configured in the model. + + :param model: The model used for training and prediction. + :param action: The action to perform, one of "fit", "transform", or "fit_transform". + :param inputs: A dictionary of input keys following the `ModelStepInputFitType` or `ModelStepInputTransformType` + schema, depending on the action. + :param outputs: A list of output keys following the `ModelStepOutputFitType`, `ModelStepOutputTransformType`, or + `ModelStepOutputFitTransformType` schema, depending on the action. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: ModelStepInputFitType | ModelStepInputTransformType + + + + .. py:attribute:: _outputs + :type: ModelStepOutputFitType | ModelStepOutputTransformType | ModelStepOutputFitTransformType + + + + .. py:attribute:: _action + :type: FitTransformAction + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform actions using the configured model. + + :param data_container: Contains the input. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the output of the action performed by the step, either the fitted model, + the predictions on the DataFrame, or both. + + + .. py:method:: _get_input_model() -> type[ModelStepInputFitType | ModelStepInputTransformType] + + Get the input type for the TransformStep. + + :returns: Input type for the TransformStep. + + + .. py:method:: _get_output_model() -> type[ModelStepOutputFitType | ModelStepOutputTransformType | ModelStepOutputFitTransformType] + + Get the output type for the TransformStep. + + :returns: Output type for the TransformStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/split_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/split_step/index.rst.txt new file mode 100644 index 00000000..e2b9dd3a --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/split_step/index.rst.txt @@ -0,0 +1,268 @@ +:py:mod:`mleko.pipeline.steps.split_step` +========================================= + +.. py:module:: mleko.pipeline.steps.split_step + +.. autoapi-nested-parse:: + + Module containing the SplitStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.split_step.SplitStepInputType + mleko.pipeline.steps.split_step.SplitStepOutputType + mleko.pipeline.steps.split_step.SplitStep + + + + +.. py:class:: SplitStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the SplitStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be split. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: SplitStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the SplitStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: dataframe_1 + :type: str + + The key for the first DataFrame after splitting. + + .. py:attribute:: dataframe_2 + :type: str + + The key for the second DataFrame after splitting. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: SplitStep(splitter: mleko.dataset.split.base_splitter.BaseSplitter, inputs: SplitStepInputType, outputs: SplitStepOutputType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step that splits a DataFrame into two parts. + + Initialize the SplitStep with the specified data splitter. + + :param splitter: The DataSplitter responsible for handling data splitting. + :param inputs: A dictionary of input keys following the `SplitStepInputType` schema. + :param outputs: A dictionary of output keys following the `SplitStepOutputType` schema. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: SplitStepInputType + + + + .. py:attribute:: _outputs + :type: SplitStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform data splitting using the configured splitter. + + :param data_container: Contains the DataFrame to be split. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the result. + + + .. py:method:: _get_input_model() -> type[SplitStepInputType] + + Get the input type for the SplitStep. + + :returns: Input type for the SplitStep. + + + .. py:method:: _get_output_model() -> type[SplitStepOutputType] + + Get the output type for the SplitStep. + + :returns: Output type for the SplitStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/transform_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/transform_step/index.rst.txt new file mode 100644 index 00000000..4752b6cd --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/transform_step/index.rst.txt @@ -0,0 +1,460 @@ +:py:mod:`mleko.pipeline.steps.transform_step` +============================================= + +.. py:module:: mleko.pipeline.steps.transform_step + +.. autoapi-nested-parse:: + + Module containing the TransformStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.transform_step.TransformStepInputType + mleko.pipeline.steps.transform_step.TransformStepOutputFitType + mleko.pipeline.steps.transform_step.TransformStepOutputTransformType + mleko.pipeline.steps.transform_step.TransformStepOutputFitTransformType + mleko.pipeline.steps.transform_step.TransformStep + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.transform_step.logger + + +.. py:data:: logger + + The logger for the module. + +.. py:class:: TransformStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the TransformStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + DataSchema or the key for the DataSchema to be used for transformation. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be transformed. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TransformStepOutputFitType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the TransformStep when action is 'fit'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after transformation. + + .. py:attribute:: transformer + :type: str + + The key for the fitted transformer after transformation. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TransformStepOutputTransformType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the TransformStep when action is 'transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after transformation. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after transformation. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TransformStepOutputFitTransformType + + Bases: :py:obj:`TransformStepOutputFitType`, :py:obj:`TransformStepOutputTransformType` + + The output type of the TransformStep when action is 'fit_transform'. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: str + + The key for the updated DataSchema after transformation. + + .. py:attribute:: transformer + :type: str + + The key for the fitted transformer after transformation. + + .. py:attribute:: dataframe + :type: str + + The key for the transformed DataFrame after transformation. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TransformStep(transformer: mleko.dataset.transform.base_transformer.BaseTransformer, action: mleko.pipeline.pipeline_step.FitTransformAction, inputs: TransformStepInputType, outputs: TransformStepOutputFitType | TransformStepOutputTransformType | TransformStepOutputFitTransformType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.FitTransformPipelineStep` + + Pipeline step for transformation of features in DataFrame. + + Initialize the TransformStep with the specified transformer. + + :param transformer: The Transformer responsible for handling feature transformation. + :param action: The action to perform, one of "fit", "transform", or "fit_transform". + :param inputs: A dictionary of input keys following the `TransformStepInputType` schema. + :param outputs: A dictionary of output keys following one of `TransformStepOutputFitType`, + `TransformStepOutputTransformType`, or `TransformStepOutputFitTransformType` schemas, depending on + the action. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: TransformStepInputType + + + + .. py:attribute:: _outputs + :type: TransformStepOutputFitType | TransformStepOutputTransformType | TransformStepOutputFitTransformType + + + + .. py:attribute:: _action + :type: FitTransformAction + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform transformation using the configured transformer. + + :param data_container: Contains the input DataFrame. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the result depending on the action. + + + .. py:method:: _get_input_model() -> type[TransformStepInputType] + + Get the input type for the TransformStep. + + :returns: Input type for the TransformStep. + + + .. py:method:: _get_output_model() -> type[TransformStepOutputFitType | TransformStepOutputTransformType | TransformStepOutputFitTransformType] + + Get the output type for the TransformStep. + + :returns: Output type for the TransformStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/pipeline/steps/tune_step/index.rst.txt b/_sources/autoapi/mleko/pipeline/steps/tune_step/index.rst.txt new file mode 100644 index 00000000..a8552b33 --- /dev/null +++ b/_sources/autoapi/mleko/pipeline/steps/tune_step/index.rst.txt @@ -0,0 +1,279 @@ +:py:mod:`mleko.pipeline.steps.tune_step` +======================================== + +.. py:module:: mleko.pipeline.steps.tune_step + +.. autoapi-nested-parse:: + + Module containing the TuneStep class. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.pipeline.steps.tune_step.TuneStepInputType + mleko.pipeline.steps.tune_step.TuneStepOutputType + mleko.pipeline.steps.tune_step.TuneStep + + + + +.. py:class:: TuneStepInputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The input type of the TuneStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: data_schema + :type: Union[str, mleko.dataset.data_schema.DataSchema] + + DataSchema or the key for the DataSchema to be used for hyperparameter tuning. + + .. py:attribute:: dataframe + :type: Union[str, vaex.DataFrame] + + DataFrame or the key for the DataFrame to be used for hyperparameter tuning. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TuneStepOutputType + + Bases: :py:obj:`typing_extensions.TypedDict` + + The output type of the TuneStep. + + Initialize self. See help(type(self)) for accurate signature. + + .. py:attribute:: hyperparameters + :type: str + + The key for the best hyperparameters after tuning. + + .. py:attribute:: score + :type: str + + The key for the best objective score after tuning. + + .. py:attribute:: metadata + :type: str + + The key for the optional metadata object after tuning. + + .. py:method:: clear() + + D.clear() -> None. Remove all items from D. + + + .. py:method:: copy() + + D.copy() -> a shallow copy of D + + + .. py:method:: get() + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: items() + + D.items() -> a set-like object providing a view on D's items + + + .. py:method:: keys() + + D.keys() -> a set-like object providing a view on D's keys + + + .. py:method:: pop() + + D.pop(k[,d]) -> v, remove specified key and return the corresponding value. + + If the key is not found, return the default if given; otherwise, + raise a KeyError. + + + .. py:method:: popitem() + + Remove and return a (key, value) pair as a 2-tuple. + + Pairs are returned in LIFO (last-in, first-out) order. + Raises KeyError if the dict is empty. + + + .. py:method:: setdefault() + + Insert key with a value of default if key is not in the dictionary. + + Return the value for key if key is in the dictionary, else default. + + + .. py:method:: update() + + D.update([E, ]**F) -> None. Update D from dict/iterable E and F. + If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] + If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v + In either case, this is followed by: for k in F: D[k] = F[k] + + + .. py:method:: values() + + D.values() -> an object providing a view on D's values + + + +.. py:class:: TuneStep(tuner: mleko.model.tune.base_tuner.BaseTuner, inputs: TuneStepInputType, outputs: TuneStepOutputType, cache_group: str | None = None) + + Bases: :py:obj:`mleko.pipeline.pipeline_step.PipelineStep` + + Pipeline step for hyperparameter tuning. + + Initialize the TuneStep with the specified tuner. + + :param tuner: The tuner used for hyperparameter tuning. + :param inputs: A dictionary of input keys following the `TuneStepInputType` schema. + :param outputs: A dictionary of output keys following the `TuneStepOutputType` schema. + :param cache_group: The cache group to use. + + .. py:attribute:: _inputs + :type: TuneStepInputType + + + + .. py:attribute:: _outputs + :type: TuneStepOutputType + + + + .. py:method:: execute(data_container: mleko.pipeline.data_container.DataContainer, force_recompute: bool, disable_cache: bool) -> mleko.pipeline.data_container.DataContainer + + Perform hyperparameter tuning. + + :param data_container: Contains the input. + :param force_recompute: Whether to force the step to recompute its output, even if it already exists. + :param disable_cache: If set to True, disables the cache. + + :returns: A DataContainer containing the output of the tuning step. It contains the best hyperparameters, the best + objective score, and an optional metadata object. + + + .. py:method:: _get_input_model() -> type[TuneStepInputType] + + Get the input model for the TuneStep. + + :returns: The input model for the TuneStep. + + + .. py:method:: _get_output_model() -> type[TuneStepOutputType] + + Get the output model for the TuneStep. + + :returns: The output model for the TuneStep. + + + .. py:method:: _validate_and_get_input(input_object: str | T, expected_type: type[T], data_container: mleko.pipeline.data_container.DataContainer, is_optional: bool = False) -> T + + Validate and get the input from the data container or as a direct value. + + If the input is a string, it is treated as a key to look up in the data container. If it is not a string, + it is treated as the input value itself. The method validates the input type, and returns the input value + if it is valid. + + .. warning:: + + This method does not handle subscripted types, such as `List[str]`. It only handles simple types. If you + need to validate a subscripted type, you should do so manually after retrieving the input value from this + method. + + :param input_object: The input key or value to validate and retrieve. + :param expected_type: The expected type of the input value. + :param data_container: The data container containing the input data. + :param is_optional: Whether the input is optional. + + :raises ValueError: If the input is invalid or not found in the data container. + + :returns: The input value if it is valid, or None if it is optional and not found in the data container. + + + .. py:method:: _validate_inputs() -> None + + Validates the step's inputs using TypeDict models. + + :raises ValueError: If the inputs are not a dictionary. + + + .. py:method:: _validate_outputs() -> None + + Validates the step's outputs using TypeDict models. + + :raises ValueError: If the outputs are not a dictionary. + + + diff --git a/_sources/autoapi/mleko/utils/custom_logger/index.rst.txt b/_sources/autoapi/mleko/utils/custom_logger/index.rst.txt new file mode 100644 index 00000000..86a20aad --- /dev/null +++ b/_sources/autoapi/mleko/utils/custom_logger/index.rst.txt @@ -0,0 +1,377 @@ +:py:mod:`mleko.utils.custom_logger` +=================================== + +.. py:module:: mleko.utils.custom_logger + +.. autoapi-nested-parse:: + + Custom logging module providing a CustomLogger and CustomFormatter. + + This module defines CustomLogger and CustomFormatter classes that extend the functionality of the standard Python + logging module. CustomLogger provides colored output, configurable log levels, and improved stack trace information. + CustomFormatter enables colored log level names and custom formatting of log records. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.utils.custom_logger.CustomFormatter + mleko.utils.custom_logger.CustomLogger + + + + +.. py:class:: CustomFormatter + + Bases: :py:obj:`logging.Formatter` + + A custom formatter to add colors and more detailed information for log messages. + + Initialize the custom formatter with the desired date and message format. + + .. py:attribute:: RESET_SEQ + :value: '\x1b[0m' + + + + .. py:attribute:: COLOR_SEQ + :value: '\x1b[1;%dm' + + + + .. py:attribute:: BOLD_SEQ + :value: '\x1b[1m' + + + + .. py:attribute:: COLORS + + + + .. py:attribute:: FORMAT + + + + .. py:attribute:: converter + + + + .. py:attribute:: default_time_format + :value: '%Y-%m-%d %H:%M:%S' + + + + .. py:attribute:: default_msec_format + :value: '%s,%03d' + + + + .. py:method:: format(record: logging.LogRecord) -> str + + Format a log record according to the specified format. + + :param record: The log record to be formatted. + + :returns: The formatted log message as a string. + + + .. py:method:: formatTime(record, datefmt=None) + + Return the creation time of the specified LogRecord as formatted text. + + This method should be called from format() by a formatter which + wants to make use of a formatted time. This method can be overridden + in formatters to provide for any specific requirement, but the + basic behaviour is as follows: if datefmt (a string) is specified, + it is used with time.strftime() to format the creation time of the + record. Otherwise, an ISO8601-like (or RFC 3339-like) format is used. + The resulting string is returned. This function uses a user-configurable + function to convert the creation time to a tuple. By default, + time.localtime() is used; to change this for a particular formatter + instance, set the 'converter' attribute to a function with the same + signature as time.localtime() or time.gmtime(). To change it for all + formatters, for example if you want all logging times to be shown in GMT, + set the 'converter' attribute in the Formatter class. + + + .. py:method:: formatException(ei) + + Format and return the specified exception information as a string. + + This default implementation just uses + traceback.print_exception() + + + .. py:method:: usesTime() + + Check if the format uses the creation time of the record. + + + .. py:method:: formatMessage(record) + + + .. py:method:: formatStack(stack_info) + + This method is provided as an extension point for specialized + formatting of stack information. + + The input data is a string as returned from a call to + :func:`traceback.print_stack`, but with the last trailing newline + removed. + + The base implementation just returns the value passed in. + + + +.. py:class:: CustomLogger + + Bases: :py:obj:`logging.Logger` + + A custom logger class to use the `CustomFormatter` class. + + Initialize the custom logger and set the log level and default handler. + + .. py:attribute:: _global_log_level + :type: int + + + + .. py:attribute:: _instances + :type: list[CustomLogger] + :value: [] + + + + .. py:method:: set_global_log_level(log_level: int) -> None + :staticmethod: + + Set the global log level for all instances of CustomLogger. + + :param log_level: The minimum log level to output. + + + .. py:method:: debug(msg: object, *args: object, exc_info: Any = None, stack_info: bool = False, stacklevel: int = 2, extra: Mapping[str, object] | None = None) -> None + + Log a debug message. + + :param msg: The message to be logged. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: info(msg: object, *args: object, exc_info: Any = None, stack_info: bool = False, stacklevel: int = 2, extra: Mapping[str, object] | None = None) -> None + + Log an info message. + + :param msg: The message to be logged. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: warning(msg: object, *args: object, exc_info: Any = None, stack_info: bool = False, stacklevel: int = 2, extra: Mapping[str, object] | None = None) -> None + + Log a warning message. + + :param msg: The message to be logged. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: error(msg: object, *args: object, exc_info: Any = None, stack_info: bool = False, stacklevel: int = 2, extra: Mapping[str, object] | None = None) -> None + + Log an error message. + + :param msg: The message to be logged. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: critical(msg: object, *args: object, exc_info: Any = None, stack_info: bool = False, stacklevel: int = 2, extra: Mapping[str, object] | None = None) -> None + + Log a critical message. + + :param msg: The message to be logged. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: set_level(log_level: int) -> None + + Set the minimum log level for this CustomLogger instance. + + :param log_level: The minimum logging level to output. + + + .. py:method:: _route_message(message: object, log_level: int, *args: object, exc_info: Any, stack_info: bool, stacklevel: int, extra: Mapping[str, object] | None) -> None + + Route and clean the log message based on its content. + + :param message: The log message to be routed. + :param log_level: The original log level at which the message was sent. + :param args: Additional arguments propagated to the built-in `logging` module. + :param exc_info: Exception information to log. + :param stack_info: Whether to add stack information to the log message. + :param stacklevel: Level in the stack frame to log the origin of this log record. + :param extra: Additional information to log. + + + .. py:method:: setLevel(level) + + Set the logging level of this logger. level must be an int or a str. + + + .. py:method:: warn(msg, *args, **kwargs) + + + .. py:method:: exception(msg, *args, exc_info=True, **kwargs) + + Convenience method for logging an ERROR with exception information. + + + .. py:method:: fatal(msg, *args, **kwargs) + + Don't use this method, use critical() instead. + + + .. py:method:: log(level, msg, *args, **kwargs) + + Log 'msg % args' with the integer severity 'level'. + + To pass exception information, use the keyword argument exc_info with + a true value, e.g. + + logger.log(level, "We have a %s", "mysterious problem", exc_info=1) + + + .. py:method:: findCaller(stack_info=False, stacklevel=1) + + Find the stack frame of the caller so that we can note the source + file name, line number and function name. + + + .. py:method:: makeRecord(name, level, fn, lno, msg, args, exc_info, func=None, extra=None, sinfo=None) + + A factory method which can be overridden in subclasses to create + specialized LogRecords. + + + .. py:method:: _log(level, msg, args, exc_info=None, extra=None, stack_info=False, stacklevel=1) + + Low-level logging routine which creates a LogRecord and then calls + all the handlers of this logger to handle the record. + + + .. py:method:: handle(record) + + Call the handlers for the specified record. + + This method is used for unpickled records received from a socket, as + well as those created locally. Logger-level filtering is applied. + + + .. py:method:: addHandler(hdlr) + + Add the specified handler to this logger. + + + .. py:method:: removeHandler(hdlr) + + Remove the specified handler from this logger. + + + .. py:method:: hasHandlers() + + See if this logger has any handlers configured. + + Loop through all handlers for this logger and its parents in the + logger hierarchy. Return True if a handler was found, else False. + Stop searching up the hierarchy whenever a logger with the "propagate" + attribute set to zero is found - that will be the last logger which + is checked for the existence of handlers. + + + .. py:method:: callHandlers(record) + + Pass a record to all relevant handlers. + + Loop through all handlers for this logger and its parents in the + logger hierarchy. If no handler was found, output a one-off error + message to sys.stderr. Stop searching up the hierarchy whenever a + logger with the "propagate" attribute set to zero is found - that + will be the last logger whose handlers are called. + + + .. py:method:: getEffectiveLevel() + + Get the effective level for this logger. + + Loop through this logger and its parents in the logger hierarchy, + looking for a non-zero logging level. Return the first one found. + + + .. py:method:: isEnabledFor(level) + + Is this logger enabled for level 'level'? + + + .. py:method:: getChild(suffix) + + Get a logger which is a descendant to this one. + + This is a convenience method, such that + + logging.getLogger('abc').getChild('def.ghi') + + is the same as + + logging.getLogger('abc.def.ghi') + + It's useful, for example, when the parent logger is named using + __name__ rather than a literal string. + + + .. py:method:: addFilter(filter) + + Add the specified filter to this handler. + + + .. py:method:: removeFilter(filter) + + Remove the specified filter from this handler. + + + .. py:method:: filter(record) + + Determine if a record is loggable by consulting all the filters. + + The default is to allow the record to be logged; any filter can veto + this and the record is then dropped. Returns a zero value if a record + is to be dropped, else non-zero. + + .. versionchanged:: 3.2 + + Allow filters to be just callables. + + + diff --git a/_sources/autoapi/mleko/utils/decorators/index.rst.txt b/_sources/autoapi/mleko/utils/decorators/index.rst.txt new file mode 100644 index 00000000..4d186cf5 --- /dev/null +++ b/_sources/autoapi/mleko/utils/decorators/index.rst.txt @@ -0,0 +1,92 @@ +:py:mod:`mleko.utils.decorators` +================================ + +.. py:module:: mleko.utils.decorators + +.. autoapi-nested-parse:: + + This module provides utility decorators for classes and functions. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.decorators.auto_repr + mleko.utils.decorators.timing + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.decorators.logger + mleko.utils.decorators.F + + +.. py:data:: logger + + A CustomLogger instance that's used throughout the module for logging. + +.. py:data:: F + + A TypeVar used as a generic function type throughout the module. + + This TypeVar is designed for type hinting in decorators in the module. It essentially states that F can be + a function with any number of arguments and any return type. + +.. py:function:: auto_repr(init_method: F) -> F + + Decorator for generating a `__repr__` method for a class automatically based on the `__init__` method signature. + + The decorator inspects the `__init__` method's signature and uses parameter names and values to create a `__repr__` + method that represents the class instance. + + :param init_method: The `__init__` method of the class to be decorated. + + :returns: The wrapped `__init__` method with an automatically generated `__repr__` method. + + .. rubric:: Examples + + >>> from mleko.utils import auto_repr + >>> class TestClass: + ... @auto_repr + ... def __init__(self, param1: int, param2: str = "default"): + ... self.param1 = param1 + ... self.param2 = param2 + >>> test_instance = TestClass(1, "test") + >>> test_instance + TestClass(param1=1, param2='test') + + +.. py:function:: timing(func: F) -> F + + A decorator that logs the execution time of the decorated function using a CustomLogger instance. + + .. warning:: + + On certain platforms, the timing may be inaccurate due to OS scheduling. This is a known issue with some + MacOS versions. + + :param func: The function to be decorated. + + :returns: The wrapped function that logs its execution time. + + .. rubric:: Example + + >>> from mleko.utils import timing + >>> @timing + ... def test_func(): + ... pass + >>> test_func() + Function: test_func Timing: 0.0000s + + diff --git a/_sources/autoapi/mleko/utils/file_helpers/index.rst.txt b/_sources/autoapi/mleko/utils/file_helpers/index.rst.txt new file mode 100644 index 00000000..b44c15b2 --- /dev/null +++ b/_sources/autoapi/mleko/utils/file_helpers/index.rst.txt @@ -0,0 +1,150 @@ +:py:mod:`mleko.utils.file_helpers` +================================== + +.. py:module:: mleko.utils.file_helpers + +.. autoapi-nested-parse:: + + This module provides utility functions for file and directory operations. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.utils.file_helpers.LocalFileEntry + mleko.utils.file_helpers.LocalManifest + mleko.utils.file_helpers.LocalManifestHandler + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.file_helpers.clear_directory + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.file_helpers.logger + + +.. py:function:: clear_directory(directory: pathlib.Path, pattern: str = '*') -> None + + Remove all files in a directory that match a given pattern. + + This function takes a directory and, using the provided pattern, searches for all matching files + and removes them. This is useful when cleaning up temporary or intermediate files in a workspace. + + :param directory: The `Path` object referring to the directory to be cleared. + :param pattern: The search pattern to match the files in the directory (default: "*", matches all files). + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: LocalFileEntry + + Manifest entry for a single local file. + + .. py:attribute:: name + :type: str + + Name of the file. + + .. py:attribute:: size + :type: int + + Size of the file in bytes. + + .. py:attribute:: hash + :type: str | None + + + + +.. py:class:: LocalManifest + + Manifest for the local dataset. + + .. py:attribute:: files + :type: list[LocalFileEntry] + + List of files in the local dataset. + + +.. py:class:: LocalManifestHandler(manifest_path: str | pathlib.Path) + + `LocalManifestHandler` provides a convenient interface for reading and writing local manifest files. + + Initializes the local manifest handler. + + The manifest is intended to be used to keep track of the downloaded file names and sizes. + It should reflect the current state of the local dataset. + + :param manifest_path: Path to the manifest file. + + .. py:method:: set_files(file_data: list[LocalFileEntry]) -> None + + Sets the manifest to the specified files. + + :param file_data: List of file data to set the manifest to. + + + .. py:method:: add_files(file_data: list[LocalFileEntry]) -> None + + Adds the specified files to the manifest. + + :param file_data: List of file data to add to the manifest. + + + .. py:method:: remove_files(file_names: list[str]) -> None + + Removes the specified files from the manifest. + + :param file_names: List of file names to remove from the manifest. + + + .. py:method:: get_file_names() -> list[str] + + Gets the list of file names in the manifest. + + :returns: List of file names in the manifest. + + + .. py:method:: _read_manifest() -> LocalManifest + + Reads the manifest from the manifest file. + + :returns: Manifest data read from the manifest file. + + + .. py:method:: _write_manifest(manifest_data: LocalManifest) -> None + + Writes the manifest to the manifest file. + + :param manifest_data: Manifest data to write to the manifest file. + + + .. py:method:: _deserialize_manifest(manifest_dict: dict) -> LocalManifest + + Deserializes the manifest from the manifest dictionary. + + :param manifest_dict: Manifest dictionary to deserialize. + + :returns: Deserialized manifest. + + + diff --git a/_sources/autoapi/mleko/utils/index.rst.txt b/_sources/autoapi/mleko/utils/index.rst.txt new file mode 100644 index 00000000..a923bf83 --- /dev/null +++ b/_sources/autoapi/mleko/utils/index.rst.txt @@ -0,0 +1,75 @@ +:py:mod:`mleko.utils` +===================== + +.. py:module:: mleko.utils + +.. autoapi-nested-parse:: + + Subpackage with utility functions and classes. + + This subpackage contains utility functions and classes that are used throughout the project. These include a custom + logger, decorators, and helper functions for working with `vaex` DataFrames and `tqdm` progress bars. + + + +Submodules +---------- +.. toctree:: + :titlesonly: + :maxdepth: 1 + + custom_logger/index.rst + decorators/index.rst + file_helpers/index.rst + s3_helpers/index.rst + tqdm_helpers/index.rst + vaex_helpers/index.rst + + +Package Contents +---------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.utils.CustomLogger + mleko.utils.LocalFileEntry + mleko.utils.LocalManifest + mleko.utils.LocalManifestHandler + mleko.utils.S3Client + mleko.utils.S3FileManifest + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.auto_repr + mleko.utils.timing + mleko.utils.clear_directory + mleko.utils.set_tqdm_percent_wrapper + mleko.utils.get_column + mleko.utils.get_columns + mleko.utils.get_filtered_df + mleko.utils.get_indices + + + + + + + + + + + + + + + + + diff --git a/_sources/autoapi/mleko/utils/s3_helpers/index.rst.txt b/_sources/autoapi/mleko/utils/s3_helpers/index.rst.txt new file mode 100644 index 00000000..bcb34b9e --- /dev/null +++ b/_sources/autoapi/mleko/utils/s3_helpers/index.rst.txt @@ -0,0 +1,188 @@ +:py:mod:`mleko.utils.s3_helpers` +================================ + +.. py:module:: mleko.utils.s3_helpers + +.. autoapi-nested-parse:: + + This module contains helper functions for working with AWS S3. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.utils.s3_helpers.S3FileManifest + mleko.utils.s3_helpers.S3Client + + + + +Attributes +~~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.s3_helpers.logger + + +.. py:data:: logger + + A module-level custom logger. + +.. py:class:: S3FileManifest + + Manifest entry for a single S3 file. + + .. py:attribute:: key + :type: pathlib.Path + + Key of the file, the full path of the file in the S3 bucket including the key prefix. + + .. py:attribute:: size + :type: int + + Size of the file in bytes. + + .. py:attribute:: last_modified + :type: datetime.datetime + + Last modified date of the file. + + +.. py:class:: S3Client(aws_profile_name: str | None = None, aws_region_name: str = 'eu-west-1') + + Helper class for working with AWS S3. + + Initializes an S3 client with the specified AWS profile and region. + + :param aws_profile_name: AWS profile name to use. Defaults to None. + :param aws_region_name: AWS region name where the S3 bucket is located. + + .. py:method:: get_s3_client(aws_profile_name: str | None, aws_region_name: str) + :staticmethod: + + Creates an S3 client using the provided AWS profile and region. + + :param aws_profile_name: AWS profile name to use. + :param aws_region_name: AWS region name where the S3 bucket is located. + + :returns: An S3 client configured with the specified profile and region. + + + .. py:method:: refresh_client() -> None + + Refreshes the S3 client in case the credentials have changed. + + + .. py:method:: download_file(destination_directory: pathlib.Path, bucket_name: str, key: str, num_workers: int = 1, multipart_threshold_gb: float = 0.5) -> pathlib.Path + + Downloads a file from S3 and saves it to the destination directory. + + :param destination_directory: Destination directory where the file should be saved. + :param bucket_name: Name of the S3 bucket. + :param key: Key of the file to fetch. + :param num_workers: Number of workers to use for downloading the file. Set to 1 for single-threaded download. + :param multipart_threshold_gb: Threshold in GB for multipart transfer. If the file size is greater than this + threshold, the file will be downloaded using multipart transfer. + + :returns: Path where the file is saved. + + + .. py:method:: upload_file(file_path: pathlib.Path, bucket_name: str, key_prefix: str, extra_args: dict[str, Any] | None = None, num_workers: int = 1, multipart_threshold_gb: float = 0.5) -> S3FileManifest + + Uploads a file to S3. + + :param file_path: Path to the file to upload. + :param bucket_name: Name of the S3 bucket. + :param key_prefix: Key prefix to use for the file in the S3 bucket. The file will be uploaded to + `f"{key_prefix}/{file_path.name}"`. + :param extra_args: Extra arguments to pass to the S3 client. + :param num_workers: Number of workers to use for uploading the file. Set to 1 for single-threaded upload. + :param multipart_threshold_gb: Threshold in GB for multipart transfer. If the file size is greater than this + threshold, the file will be uploaded using multipart transfer. + + :returns: S3 manifest entry for the uploaded file. + + + .. py:method:: read_object(bucket_name: str, key: str) -> bytes + + Reads the contents of a object from S3. + + :param bucket_name: The name of the S3 bucket. + :param key: Key of the object to read. + + :returns: Contents of the object as bytes. + + + .. py:method:: write_object(bucket_name: str, key: str, body: bytes | str) -> str + + Writes an object to S3. + + :param bucket_name: The name of the S3 bucket. + :param key: Key of the object to write. + :param body: Body of the object to write. + + + .. py:method:: get_s3_manifest(bucket_name: str, key_prefix: str, manifest_file_name: str | None = 'manifest', file_pattern: str | list[str] = '*') -> list[S3FileManifest] + + Gets the S3 manifest for the files in the S3 bucket. + + :param bucket_name: Name of the S3 bucket. + :param key_prefix: Key prefix to the files in the S3 bucket. + :param manifest_file_name: Optional name of a manifest file located on S3. If provided, the manifest from S3 will + be used to determine the files to include, before applying the file pattern. + :param file_pattern: Pattern to match the files to download, e.g. `*.csv` or [`*.csv`, `*.json`], etc. + For more information, see https://docs.python.org/3/library/fnmatch.html. + + :raises FileNotFoundError: If no files matching the file pattern are found in the S3 bucket. + + :returns: A list of `S3FileManifest` objects containing the S3 keys, sizes, and last modified dates of the files in + the S3 bucket. + + + .. py:method:: put_s3_manifest(bucket_name: str, key: str, s3_manifest: list[S3FileManifest]) -> None + + Puts a S3 manifest to the specified key in the S3 bucket. + + :param bucket_name: Name of the S3 bucket. + :param key: Key of the manifest file in the S3 bucket. + :param s3_manifest: S3 manifest to write to the S3 bucket. + + + .. py:method:: is_local_dataset_up_to_date(local_directory: pathlib.Path | str, s3_manifest: list[S3FileManifest]) -> bool + + Checks if the local dataset is up to date with the S3 manifest. + + :param local_directory: Local directory where the files are stored. + :param s3_manifest: S3 manifest containing the files to compare. + + :returns: True if the local dataset is up to date with the S3 manifest, False otherwise. + + + .. py:method:: is_s3_dataset_up_to_date(local_directory: list[pathlib.Path] | list[str], s3_manifest: list[S3FileManifest]) -> bool + + Checks if the S3 dataset is up to date with the local files. + + :param local_directory: Local directory where the files are stored. + :param s3_manifest: S3 manifest containing the files to compare. + + :returns: True if the S3 dataset is up to date with the local files, False otherwise. + + + .. py:method:: _get_boto_transfer_config(num_workers: int, multipart_threshold_gb: float) -> boto3.s3.transfer.TransferConfig + + Returns a Boto transfer configuration based on the number of workers and multipart threshold. + + :param num_workers: Number of workers to use for downloading the file. + :param multipart_threshold_gb: Threshold in GB for multipart transfer. + + :returns: Boto transfer configuration. + + + diff --git a/_sources/autoapi/mleko/utils/tqdm_helpers/index.rst.txt b/_sources/autoapi/mleko/utils/tqdm_helpers/index.rst.txt new file mode 100644 index 00000000..95218900 --- /dev/null +++ b/_sources/autoapi/mleko/utils/tqdm_helpers/index.rst.txt @@ -0,0 +1,47 @@ +:py:mod:`mleko.utils.tqdm_helpers` +================================== + +.. py:module:: mleko.utils.tqdm_helpers + +.. autoapi-nested-parse:: + + This module provides helper functions for `tqdm` progress bars. + + + +Module Contents +--------------- + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.tqdm_helpers.set_tqdm_percent_wrapper + + + +.. py:function:: set_tqdm_percent_wrapper(pbar: tqdm.auto.tqdm) -> Callable[[float], None] + + Return a function to set the percentage of a `tqdm` progress bar instead of incrementing it. + + This function returns a function that can be used to set the percentage of a `tqdm` progress bar instead of + incrementing it. This is useful when the progress bar is used to track the progress of a task that is not + necessarily linear, such as a hyperparameter search. + + :param pbar: A `tqdm` progress bar instance. + + :returns: A function that sets the percentage based on the float value passed as a parameter. + + .. rubric:: Example + + >>> from tqdm.auto import tqdm + >>> from mleko.utils import set_tqdm_percent_wrapper + >>> pbar = tqdm(total=100) + >>> set_percent = set_tqdm_percent_wrapper(pbar) + >>> set_percent(0.5) + >>> pbar.n + 50 + + diff --git a/_sources/autoapi/mleko/utils/vaex_helpers/index.rst.txt b/_sources/autoapi/mleko/utils/vaex_helpers/index.rst.txt new file mode 100644 index 00000000..151a4e1e --- /dev/null +++ b/_sources/autoapi/mleko/utils/vaex_helpers/index.rst.txt @@ -0,0 +1,116 @@ +:py:mod:`mleko.utils.vaex_helpers` +================================== + +.. py:module:: mleko.utils.vaex_helpers + +.. autoapi-nested-parse:: + + This module contains helper functions for working with `vaex` DataFrames. + + + +Module Contents +--------------- + +Classes +~~~~~~~ + +.. autoapisummary:: + + mleko.utils.vaex_helpers.HashableVaexDataFrame + + + +Functions +~~~~~~~~~ + +.. autoapisummary:: + + mleko.utils.vaex_helpers.get_column + mleko.utils.vaex_helpers.get_columns + mleko.utils.vaex_helpers.get_filtered_df + mleko.utils.vaex_helpers.get_indices + + + +.. py:function:: get_column(df: vaex.DataFrame, column: str) -> vaex.Expression + + Get specified column from a DataFrame as an Expression. + + :param df: The input DataFrame. + :param column: The name of the desired column. + + :returns: The specified column as an Expression. + + +.. py:function:: get_columns(df: vaex.DataFrame, columns: list[str]) -> vaex.DataFrame + + Get specified columns from a DataFrame. + + :param df: The input DataFrame. + :param columns: A list of the names of the desired columns or an Expression. + + :returns: A DataFrame containing only the specified columns. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.utils import get_columns + >>> df = vaex.from_arrays(column1=[1, 2, 3], column2=[4, 5, 6], column3=[7, 8, 9]) + >>> get_columns(df, ["column1", "column3"]).get_column_names() + ['column1', 'column3'] + + +.. py:function:: get_filtered_df(df: vaex.DataFrame, filter: vaex.Expression) -> vaex.DataFrame + + Get filtered DataFrame. + + Will return a DataFrame containing only the rows that satisfy the filter. The filter is an Expression that + evaluates to a boolean value for each row. + + :param df: The input DataFrame. + :param filter: A boolean Expression used to filter the DataFrame. + + :returns: A DataFrame containing only the rows that satisfy the filter. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.utils import get_filtered_df + >>> df = vaex.from_arrays(column1=[1, 2, 3], column2=[4, 5, 6], column3=[7, 8, 9]) + >>> get_filtered_df(df, df.column1 > 1) + # column1 column2 column3 + 0 2 5 8 + 1 3 6 9 + + +.. py:function:: get_indices(df: vaex.DataFrame, indices: list[int]) -> vaex.DataFrame + + Get DataFrame containing only the specified indices. + + :param df: The input DataFrame. + :param indices: A list of the indices to be extracted. + + :returns: A DataFrame containing only the specified indices. + + .. rubric:: Examples + + >>> import vaex + >>> from mleko.utils import get_indices + >>> df = vaex.from_arrays(column1=[1, 2, 3], column2=[4, 5, 6], column3=[7, 8, 9]) + >>> get_indices(df, [0, 2]) + # column1 column2 column3 + 0 1 4 7 + 1 3 6 9 + + +.. py:class:: HashableVaexDataFrame + + An immutable hashable wrapper around a `vaex.DataFrame`. + + .. py:attribute:: df + :type: vaex.DataFrame + + + + diff --git a/_sources/changelog.md.txt b/_sources/changelog.md.txt new file mode 100644 index 00000000..d9e79ba6 --- /dev/null +++ b/_sources/changelog.md.txt @@ -0,0 +1,3 @@ +```{include} ../CHANGELOG.md + +``` diff --git a/_sources/contributing.md.txt b/_sources/contributing.md.txt new file mode 100644 index 00000000..66c1f98d --- /dev/null +++ b/_sources/contributing.md.txt @@ -0,0 +1,3 @@ +```{include} ../CONTRIBUTING.md + +``` diff --git a/_sources/index.md.txt b/_sources/index.md.txt new file mode 100644 index 00000000..480b0c46 --- /dev/null +++ b/_sources/index.md.txt @@ -0,0 +1,21 @@ +```{include} ../README.md + +``` + +[usage]: usage +[contributing]: contributing +[changelog]: changelog +[license]: license + +```{toctree} +--- +hidden: +maxdepth: 3 +--- + +autoapi/index +usage +contributing +changelog +license +``` diff --git a/_sources/license.md.txt b/_sources/license.md.txt new file mode 100644 index 00000000..218790f5 --- /dev/null +++ b/_sources/license.md.txt @@ -0,0 +1,7 @@ +# License + +```{literalinclude} ../LICENSE +--- +language: none +--- +``` diff --git a/_sources/usage.md.txt b/_sources/usage.md.txt new file mode 100644 index 00000000..ce7ac469 --- /dev/null +++ b/_sources/usage.md.txt @@ -0,0 +1,3 @@ +# Usage + +To be created, see [113](https://github.com/klarna-incubator/mleko/issues/113) for more information. diff --git a/_static/basic.css b/_static/basic.css new file mode 100644 index 00000000..cfc60b86 --- /dev/null +++ b/_static/basic.css @@ -0,0 +1,921 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; + margin-right: 5px; +} + +/* -- sidebar --------------------------------------------------------------- */ + +div.sphinxsidebarwrapper { + padding: 10px 5px 0 10px; +} + +div.sphinxsidebar { + float: left; + width: 230px; + margin-left: -100%; + font-size: 90%; + word-wrap: break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + +div.sphinxsidebar #searchbox input[type="text"] { + float: left; + width: 80%; + padding: 0.25em; + box-sizing: border-box; +} + +div.sphinxsidebar #searchbox input[type="submit"] { + float: left; + width: 20%; + border-left: none; + padding: 0.25em; + box-sizing: border-box; +} + + +img { + border: 0; + max-width: 100%; +} + +/* -- search page ----------------------------------------------------------- */ + +ul.search { + margin: 10px 0 0 20px; + padding: 0; +} + +ul.search li { + padding: 5px 0 5px 20px; + background-image: url(file.png); + background-repeat: no-repeat; + background-position: 0 7px; +} + +ul.search li a { + font-weight: bold; +} + +ul.search li p.context { + color: #888; + margin: 2px 0 0 30px; + text-align: left; +} + +ul.keywordmatches li.goodmatch a { + font-weight: bold; +} + +/* -- index page ------------------------------------------------------------ */ + +table.contentstable { + width: 90%; + margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +/* -- domain module index --------------------------------------------------- */ + +table.modindextable td { + padding: 2px; + border-collapse: collapse; +} + +/* -- general body styles --------------------------------------------------- */ + +div.body { + min-width: 360px; + max-width: 800px; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + -moz-hyphens: auto; + -ms-hyphens: auto; + -webkit-hyphens: auto; + hyphens: auto; +} + +a.headerlink { + visibility: hidden; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink, +dt:hover > a.headerlink, +caption:hover > a.headerlink, +p.caption:hover > a.headerlink, +div.code-block-caption:hover > a.headerlink { + visibility: visible; +} + +div.body p.caption { + text-align: inherit; +} + +div.body td { + text-align: left; +} + +.first { + margin-top: 0 !important; +} + +p.rubric { + margin-top: 30px; + font-weight: bold; +} + +img.align-left, figure.align-left, .figure.align-left, object.align-left { + clear: left; + float: left; + margin-right: 1em; +} + +img.align-right, figure.align-right, .figure.align-right, object.align-right { + clear: right; + float: right; + margin-left: 1em; +} + +img.align-center, figure.align-center, .figure.align-center, object.align-center { + display: block; + margin-left: auto; + margin-right: auto; +} + +img.align-default, figure.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + +.align-left { + text-align: left; +} + +.align-center { + text-align: center; +} + +.align-default { + text-align: center; +} + +.align-right { + text-align: right; +} + +/* -- sidebars -------------------------------------------------------------- */ + +div.sidebar, +aside.sidebar { + margin: 0 0 0.5em 1em; + border: 1px solid #ddb; + padding: 7px; + background-color: #ffe; + width: 40%; + float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +nav.contents, +aside.topic, +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +nav.contents, +aside.topic, +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} + +table.align-default { + margin-left: auto; + margin-right: auto; +} + +table caption span.caption-number { + font-style: italic; +} + +table caption span.caption-text { +} + +table.docutils td, table.docutils th { + padding: 1px 8px 1px 5px; + border-top: 0; + border-left: 0; + border-right: 0; + border-bottom: 1px solid #aaa; +} + +th { + text-align: left; + padding-right: 5px; +} + +table.citation { + border-left: solid 1px gray; + margin-left: 1px; +} + +table.citation td { + border-bottom: none; +} + +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + +/* -- figures --------------------------------------------------------------- */ + +div.figure, figure { + margin: 0.5em; + padding: 0.5em; +} + +div.figure p.caption, figcaption { + padding: 0.3em; +} + +div.figure p.caption span.caption-number, +figcaption span.caption-number { + font-style: italic; +} + +div.figure p.caption span.caption-text, +figcaption span.caption-text { +} + +/* -- field list styles ----------------------------------------------------- */ + +table.field-list td, table.field-list th { + border: 0 !important; +} + +.field-list ul { + margin: 0; + padding-left: 1em; +} + +.field-list p { + margin: 0; +} + +.field-name { + -moz-hyphens: manual; + -ms-hyphens: manual; + -webkit-hyphens: manual; + hyphens: manual; +} + +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + +/* -- object description styles --------------------------------------------- */ + +.sig { + font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; +} + +.sig-name, code.descname { + background-color: transparent; + font-weight: bold; +} + +.sig-name { + font-size: 1.1em; +} + +code.descname { + font-size: 1.2em; +} + +.sig-prename, code.descclassname { + background-color: transparent; +} + +.optional { + font-size: 1.3em; +} + +.sig-paren { + font-size: larger; +} + +.sig-param.n { + font-style: italic; +} + +/* C++ specific styling */ + +.sig-inline.c-texpr, +.sig-inline.cpp-texpr { + font-family: unset; +} + +.sig.c .k, .sig.c .kt, +.sig.cpp .k, .sig.cpp .kt { + color: #0033B3; +} + +.sig.c .m, +.sig.cpp .m { + color: #1750EB; +} + +.sig.c .s, .sig.c .sc, +.sig.cpp .s, .sig.cpp .sc { + color: #067D17; +} + + +/* -- other body styles ----------------------------------------------------- */ + +ol.arabic { + list-style: decimal; +} + +ol.loweralpha { + list-style: lower-alpha; +} + +ol.upperalpha { + list-style: upper-alpha; +} + +ol.lowerroman { + list-style: lower-roman; +} + +ol.upperroman { + list-style: upper-roman; +} + +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +aside.footnote > span, +div.citation > span { + float: left; +} +aside.footnote > span:last-of-type, +div.citation > span:last-of-type { + padding-right: 0.5em; +} +aside.footnote > p { + margin-left: 2em; +} +div.citation > p { + margin-left: 4em; +} +aside.footnote > p:last-of-type, +div.citation > p:last-of-type { + margin-bottom: 0em; +} +aside.footnote > p:last-of-type:after, +div.citation > p:last-of-type:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0 0.5em; + content: ":"; + display: inline-block; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +.translated { + background-color: rgba(207, 255, 207, 0.2) +} + +.untranslated { + background-color: rgba(255, 207, 207, 0.2) +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; + white-space: nowrap; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/debug.css b/_static/debug.css new file mode 100644 index 00000000..74d4aec3 --- /dev/null +++ b/_static/debug.css @@ -0,0 +1,69 @@ +/* + This CSS file should be overridden by the theme authors. It's + meant for debugging and developing the skeleton that this theme provides. +*/ +body { + font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, + "Apple Color Emoji", "Segoe UI Emoji"; + background: lavender; +} +.sb-announcement { + background: rgb(131, 131, 131); +} +.sb-announcement__inner { + background: black; + color: white; +} +.sb-header { + background: lightskyblue; +} +.sb-header__inner { + background: royalblue; + color: white; +} +.sb-header-secondary { + background: lightcyan; +} +.sb-header-secondary__inner { + background: cornflowerblue; + color: white; +} +.sb-sidebar-primary { + background: lightgreen; +} +.sb-main { + background: blanchedalmond; +} +.sb-main__inner { + background: antiquewhite; +} +.sb-header-article { + background: lightsteelblue; +} +.sb-article-container { + background: snow; +} +.sb-article-main { + background: white; +} +.sb-footer-article { + background: lightpink; +} +.sb-sidebar-secondary { + background: lightgoldenrodyellow; +} +.sb-footer-content { + background: plum; +} +.sb-footer-content__inner { + background: palevioletred; +} +.sb-footer { + background: pink; +} +.sb-footer__inner { + background: salmon; +} +.sb-article { + background: white; +} diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 00000000..d06a71d7 --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case "ArrowRight": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const nextLink = document.querySelector('link[rel="next"]'); + if (nextLink && nextLink.href) { + window.location.href = nextLink.href; + event.preventDefault(); + } + break; + } + } + + // some keyboard layouts may need Shift to get / + switch (event.key) { + case "/": + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; + Documentation.focusSearchBar(); + event.preventDefault(); + } + }); + }, +}; + +// quick alias for translations +const _ = Documentation.gettext; + +_ready(Documentation.init); diff --git a/_static/documentation_options.js b/_static/documentation_options.js new file mode 100644 index 00000000..b57ae3b8 --- /dev/null +++ b/_static/documentation_options.js @@ -0,0 +1,14 @@ +var DOCUMENTATION_OPTIONS = { + URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), + VERSION: '', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: false, + SHOW_SEARCH_SUMMARY: true, + ENABLE_SEARCH_SHORTCUTS: true, +}; \ No newline at end of file diff --git a/_static/file.png b/_static/file.png new file mode 100644 index 0000000000000000000000000000000000000000..a858a410e4faa62ce324d814e4b816fff83a6fb3 GIT binary patch literal 286 zcmV+(0pb3MP)s`hMrGg#P~ix$^RISR_I47Y|r1 z_CyJOe}D1){SET-^Amu_i71Lt6eYfZjRyw@I6OQAIXXHDfiX^GbOlHe=Ae4>0m)d(f|Me07*qoM6N<$f}vM^LjV8( literal 0 HcmV?d00001 diff --git a/_static/graphviz.css b/_static/graphviz.css new file mode 100644 index 00000000..8d81c02e --- /dev/null +++ b/_static/graphviz.css @@ -0,0 +1,19 @@ +/* + * graphviz.css + * ~~~~~~~~~~~~ + * + * Sphinx stylesheet -- graphviz extension. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +img.graphviz { + border: 0; + max-width: 100%; +} + +object.graphviz { + max-width: 100%; +} diff --git a/_static/language_data.js b/_static/language_data.js new file mode 100644 index 00000000..250f5665 --- /dev/null +++ b/_static/language_data.js @@ -0,0 +1,199 @@ +/* + * language_data.js + * ~~~~~~~~~~~~~~~~ + * + * This script contains the language-specific data used by searchtools.js, + * namely the list of stopwords, stemmer, scorer and splitter. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; + + +/* Non-minified version is copied as a separate JS file, is available */ + +/** + * Porter Stemmer + */ +var Stemmer = function() { + + var step2list = { + ational: 'ate', + tional: 'tion', + enci: 'ence', + anci: 'ance', + izer: 'ize', + bli: 'ble', + alli: 'al', + entli: 'ent', + eli: 'e', + ousli: 'ous', + ization: 'ize', + ation: 'ate', + ator: 'ate', + alism: 'al', + iveness: 'ive', + fulness: 'ful', + ousness: 'ous', + aliti: 'al', + iviti: 'ive', + biliti: 'ble', + logi: 'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re = /ll$/; + re2 = new RegExp(mgr1); + if (re.test(w) && re2.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + + // and turn initial Y back to y + if (firstch == "y") + w = firstch.toLowerCase() + w.substr(1); + return w; + } +} + diff --git a/_static/minus.png b/_static/minus.png new file mode 100644 index 0000000000000000000000000000000000000000..d96755fdaf8bb2214971e0db9c1fd3077d7c419d GIT binary patch literal 90 zcmeAS@N?(olHy`uVBq!ia0vp^+#t*WBp7;*Yy1LIik>cxAr*|t7R?Mi>2?kWtu=nj kDsEF_5m^0CR;1wuP-*O&G^0G}KYk!hp00i_>zopr08q^qX#fBK literal 0 HcmV?d00001 diff --git a/_static/plus.png b/_static/plus.png new file mode 100644 index 0000000000000000000000000000000000000000..7107cec93a979b9a5f64843235a16651d563ce2d GIT binary patch literal 90 zcmeAS@N?(olHy`uVBq!ia0vp^+#t*WBp7;*Yy1LIik>cxAr*|t7R?Mi>2?kWtu>-2 m3q%Vub%g%s<8sJhVPMczOq}xhg9DJoz~JfX=d#Wzp$Pyb1r*Kz literal 0 HcmV?d00001 diff --git a/_static/pygments.css b/_static/pygments.css new file mode 100644 index 00000000..02b4b128 --- /dev/null +++ b/_static/pygments.css @@ -0,0 +1,258 @@ +.highlight pre { line-height: 125%; } +.highlight td.linenos .normal { color: inherit; 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detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the 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function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n 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window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(publicAPIs.detect);\n };\n\n /**\n * Update content sorting on resize\n * Debounced for performance\n */\n var resizeHandler = function (event) {\n // If there's a timer, cancel it\n if (timeout) {\n window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(function () {\n sortContents(contents);\n publicAPIs.detect();\n });\n };\n\n /**\n * Destroy the current instantiation\n */\n publicAPIs.destroy = function () {\n // Undo DOM changes\n if (current) {\n deactivate(current, settings);\n }\n\n // Remove event listeners\n window.removeEventListener(\"scroll\", scrollHandler, false);\n if (settings.reflow) {\n window.removeEventListener(\"resize\", resizeHandler, false);\n }\n\n // Reset variables\n contents = null;\n navItems = null;\n current = null;\n timeout = null;\n settings = null;\n };\n\n /**\n * Initialize the 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\ No newline at end of file diff --git a/_static/searchtools.js b/_static/searchtools.js new file mode 100644 index 00000000..97d56a74 --- /dev/null +++ b/_static/searchtools.js @@ -0,0 +1,566 @@ +/* + * searchtools.js + * ~~~~~~~~~~~~~~~~ + * + * Sphinx JavaScript utilities for the full-text search. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +/** + * Simple result scoring code. + */ +if (typeof Scorer === "undefined") { + var Scorer = { + // Implement the following function to further tweak the score for each result + // The function takes a result array [docname, title, anchor, descr, score, filename] + // and returns the new score. + /* + score: result => { + const [docname, title, anchor, descr, score, filename] = result + return score + }, + */ + + // query matches the full name of an object + objNameMatch: 11, + // or matches in the last dotted part of the object name + objPartialMatch: 6, + // Additive scores depending on the priority of the object + objPrio: { + 0: 15, // used to be importantResults + 1: 5, // used to be objectResults + 2: -5, // used to be unimportantResults + }, + // Used when the priority is not in the mapping. + objPrioDefault: 0, + + // query found in title + title: 15, + partialTitle: 7, + // query found in terms + term: 5, + partialTerm: 2, + }; +} + +const _removeChildren = (element) => { + while (element && element.lastChild) element.removeChild(element.lastChild); +}; + +/** + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ +const _escapeRegExp = (string) => + string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + +const _displayItem = (item, searchTerms) => { + const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; + const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT; + const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; + const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; + const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; + + const [docName, title, anchor, descr, score, _filename] = item; + + let listItem = document.createElement("li"); + let requestUrl; + let linkUrl; + if (docBuilder === "dirhtml") { + // dirhtml builder + let dirname = docName + "/"; + if (dirname.match(/\/index\/$/)) + dirname = dirname.substring(0, dirname.length - 6); + else if (dirname === "index/") dirname = ""; + requestUrl = docUrlRoot + dirname; + linkUrl = requestUrl; + } else { + // normal html builders + requestUrl = docUrlRoot + docName + docFileSuffix; + linkUrl = docName + docLinkSuffix; + } + let linkEl = listItem.appendChild(document.createElement("a")); + linkEl.href = linkUrl + anchor; + linkEl.dataset.score = score; + linkEl.innerHTML = title; + if (descr) + listItem.appendChild(document.createElement("span")).innerHTML = + " (" + descr + ")"; + else if (showSearchSummary) + fetch(requestUrl) + .then((responseData) => responseData.text()) + .then((data) => { + if (data) + listItem.appendChild( + Search.makeSearchSummary(data, searchTerms) + ); + }); + Search.output.appendChild(listItem); +}; +const _finishSearch = (resultCount) => { + Search.stopPulse(); + Search.title.innerText = _("Search Results"); + if (!resultCount) + Search.status.innerText = Documentation.gettext( + "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." + ); + else + Search.status.innerText = _( + `Search finished, found ${resultCount} page(s) matching the search query.` + ); +}; +const _displayNextItem = ( + results, + resultCount, + searchTerms +) => { + // results left, load the summary and display it + // this is intended to be dynamic (don't sub resultsCount) + if (results.length) { + _displayItem(results.pop(), searchTerms); + setTimeout( + () => _displayNextItem(results, resultCount, searchTerms), + 5 + ); + } + // search finished, update title and status message + else _finishSearch(resultCount); +}; + +/** + * Default splitQuery function. Can be overridden in ``sphinx.search`` with a + * custom function per language. + * + * The regular expression works by splitting the string on consecutive characters + * that are not Unicode letters, numbers, underscores, or emoji characters. + * This is the same as ``\W+`` in Python, preserving the surrogate pair area. + */ +if (typeof splitQuery === "undefined") { + var splitQuery = (query) => query + .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) + .filter(term => term) // remove remaining empty strings +} + +/** + * Search Module + */ +const Search = { + _index: null, + _queued_query: null, + _pulse_status: -1, + + htmlToText: (htmlString) => { + const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); + htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); + const docContent = htmlElement.querySelector('[role="main"]'); + if (docContent !== undefined) return docContent.textContent; + console.warn( + "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." + ); + return ""; + }, + + init: () => { + const query = new URLSearchParams(window.location.search).get("q"); + document + .querySelectorAll('input[name="q"]') + .forEach((el) => (el.value = query)); + if (query) Search.performSearch(query); + }, + + loadIndex: (url) => + (document.body.appendChild(document.createElement("script")).src = url), + + setIndex: (index) => { + Search._index = index; + if (Search._queued_query !== null) { + const query = Search._queued_query; + Search._queued_query = null; + Search.query(query); + } + }, + + hasIndex: () => Search._index !== null, + + deferQuery: (query) => (Search._queued_query = query), + + stopPulse: () => (Search._pulse_status = -1), + + startPulse: () => { + if (Search._pulse_status >= 0) return; + + const pulse = () => { + Search._pulse_status = (Search._pulse_status + 1) % 4; + Search.dots.innerText = ".".repeat(Search._pulse_status); + if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); + }; + pulse(); + }, + + /** + * perform a search for something (or wait until index is loaded) + */ + performSearch: (query) => { + // create the required interface elements + const searchText = document.createElement("h2"); + searchText.textContent = _("Searching"); + const searchSummary = document.createElement("p"); + searchSummary.classList.add("search-summary"); + searchSummary.innerText = ""; + const searchList = document.createElement("ul"); + searchList.classList.add("search"); + + const out = document.getElementById("search-results"); + Search.title = out.appendChild(searchText); + Search.dots = Search.title.appendChild(document.createElement("span")); + Search.status = out.appendChild(searchSummary); + Search.output = out.appendChild(searchList); + + const searchProgress = document.getElementById("search-progress"); + // Some themes don't use the search progress node + if (searchProgress) { + searchProgress.innerText = _("Preparing search..."); + } + Search.startPulse(); + + // index already loaded, the browser was quick! + if (Search.hasIndex()) Search.query(query); + else Search.deferQuery(query); + }, + + /** + * execute search (requires search index to be loaded) + */ + query: (query) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // stem the search terms and add them to the correct list + const stemmer = new Stemmer(); + const searchTerms = new Set(); + const excludedTerms = new Set(); + const highlightTerms = new Set(); + const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); + splitQuery(query.trim()).forEach((queryTerm) => { + const queryTermLower = queryTerm.toLowerCase(); + + // maybe skip this "word" + // stopwords array is from language_data.js + if ( + stopwords.indexOf(queryTermLower) !== -1 || + queryTerm.match(/^\d+$/) + ) + return; + + // stem the word + let word = stemmer.stemWord(queryTermLower); + // select the correct list + if (word[0] === "-") excludedTerms.add(word.substr(1)); + else { + searchTerms.add(word); + highlightTerms.add(queryTermLower); + } + }); + + if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js + localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" ")) + } + + // console.debug("SEARCH: searching for:"); + // console.info("required: ", [...searchTerms]); + // console.info("excluded: ", [...excludedTerms]); + + // array of [docname, title, anchor, descr, score, filename] + let results = []; + _removeChildren(document.getElementById("search-progress")); + + const queryLower = query.toLowerCase(); + for (const [title, foundTitles] of Object.entries(allTitles)) { + if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { + for (const [file, id] of foundTitles) { + let score = Math.round(100 * queryLower.length / title.length) + results.push([ + docNames[file], + titles[file] !== title ? `${titles[file]} > ${title}` : title, + id !== null ? "#" + id : "", + null, + score, + filenames[file], + ]); + } + } + } + + // search for explicit entries in index directives + for (const [entry, foundEntries] of Object.entries(indexEntries)) { + if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { + for (const [file, id] of foundEntries) { + let score = Math.round(100 * queryLower.length / entry.length) + results.push([ + docNames[file], + titles[file], + id ? "#" + id : "", + null, + score, + filenames[file], + ]); + } + } + } + + // lookup as object + objectTerms.forEach((term) => + results.push(...Search.performObjectSearch(term, objectTerms)) + ); + + // lookup as search terms in fulltext + results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + + // let the scorer override scores with a custom scoring function + if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); + + // now sort the results by score (in opposite order of appearance, since the + // display function below uses pop() to retrieve items) and then + // alphabetically + results.sort((a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; + }); + + // remove duplicate search results + // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept + let seen = new Set(); + results = results.reverse().reduce((acc, result) => { + let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); + if (!seen.has(resultStr)) { + acc.push(result); + seen.add(resultStr); + } + return acc; + }, []); + + results = results.reverse(); + + // for debugging + //Search.lastresults = results.slice(); // a copy + // console.info("search results:", Search.lastresults); + + // print the results + _displayNextItem(results, results.length, searchTerms); + }, + + /** + * search for object names + */ + performObjectSearch: (object, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const objects = Search._index.objects; + const objNames = Search._index.objnames; + const titles = Search._index.titles; + + const results = []; + + const objectSearchCallback = (prefix, match) => { + const name = match[4] + const fullname = (prefix ? prefix + "." : "") + name; + const fullnameLower = fullname.toLowerCase(); + if (fullnameLower.indexOf(object) < 0) return; + + let score = 0; + const parts = fullnameLower.split("."); + + // check for different match types: exact matches of full name or + // "last name" (i.e. last dotted part) + if (fullnameLower === object || parts.slice(-1)[0] === object) + score += Scorer.objNameMatch; + else if (parts.slice(-1)[0].indexOf(object) > -1) + score += Scorer.objPartialMatch; // matches in last name + + const objName = objNames[match[1]][2]; + const title = titles[match[0]]; + + // If more than one term searched for, we require other words to be + // found in the name/title/description + const otherTerms = new Set(objectTerms); + otherTerms.delete(object); + if (otherTerms.size > 0) { + const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase(); + if ( + [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0) + ) + return; + } + + let anchor = match[3]; + if (anchor === "") anchor = fullname; + else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname; + + const descr = objName + _(", in ") + title; + + // add custom score for some objects according to scorer + if (Scorer.objPrio.hasOwnProperty(match[2])) + score += Scorer.objPrio[match[2]]; + else score += Scorer.objPrioDefault; + + results.push([ + docNames[match[0]], + fullname, + "#" + anchor, + descr, + score, + filenames[match[0]], + ]); + }; + Object.keys(objects).forEach((prefix) => + objects[prefix].forEach((array) => + objectSearchCallback(prefix, array) + ) + ); + return results; + }, + + /** + * search for full-text terms in the index + */ + performTermsSearch: (searchTerms, excludedTerms) => { + // prepare search + const terms = Search._index.terms; + const titleTerms = Search._index.titleterms; + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + + const scoreMap = new Map(); + const fileMap = new Map(); + + // perform the search on the required terms + searchTerms.forEach((word) => { + const files = []; + const arr = [ + { files: terms[word], score: Scorer.term }, + { files: titleTerms[word], score: Scorer.title }, + ]; + // add support for partial matches + if (word.length > 2) { + const escapedWord = _escapeRegExp(word); + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord) && !terms[word]) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord) && !titleTerms[word]) + arr.push({ files: titleTerms[word], score: Scorer.partialTitle }); + }); + } + + // no match but word was a required one + if (arr.every((record) => record.files === undefined)) return; + + // found search word in contents + arr.forEach((record) => { + if (record.files === undefined) return; + + let recordFiles = record.files; + if (recordFiles.length === undefined) recordFiles = [recordFiles]; + files.push(...recordFiles); + + // set score for the word in each file + recordFiles.forEach((file) => { + if (!scoreMap.has(file)) scoreMap.set(file, {}); + scoreMap.get(file)[word] = record.score; + }); + }); + + // create the mapping + files.forEach((file) => { + if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1) + fileMap.get(file).push(word); + else fileMap.set(file, [word]); + }); + }); + + // now check if the files don't contain excluded terms + const results = []; + for (const [file, wordList] of fileMap) { + // check if all requirements are matched + + // as search terms with length < 3 are discarded + const filteredTermCount = [...searchTerms].filter( + (term) => term.length > 2 + ).length; + if ( + wordList.length !== searchTerms.size && + wordList.length !== filteredTermCount + ) + continue; + + // ensure that none of the excluded terms is in the search result + if ( + [...excludedTerms].some( + (term) => + terms[term] === file || + titleTerms[term] === file || + (terms[term] || []).includes(file) || + (titleTerms[term] || []).includes(file) + ) + ) + break; + + // select one (max) score for the file. + const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w])); + // add result to the result list + results.push([ + docNames[file], + titles[file], + "", + null, + score, + filenames[file], + ]); + } + return results; + }, + + /** + * helper function to return a node containing the + * search summary for a given text. keywords is a list + * of stemmed words. + */ + makeSearchSummary: (htmlText, keywords) => { + const text = Search.htmlToText(htmlText); + if (text === "") return null; + + const textLower = text.toLowerCase(); + const actualStartPosition = [...keywords] + .map((k) => textLower.indexOf(k.toLowerCase())) + .filter((i) => i > -1) + .slice(-1)[0]; + const startWithContext = Math.max(actualStartPosition - 120, 0); + + const top = startWithContext === 0 ? "" : "..."; + const tail = startWithContext + 240 < text.length ? "..." : ""; + + let summary = document.createElement("p"); + summary.classList.add("context"); + summary.textContent = top + text.substr(startWithContext, 240).trim() + tail; + + return summary; + }, +}; + +_ready(Search.init); diff --git a/_static/skeleton.css b/_static/skeleton.css new file mode 100644 index 00000000..467c878c --- /dev/null +++ b/_static/skeleton.css @@ -0,0 +1,296 @@ +/* Some sane resets. */ +html { + height: 100%; +} + +body { + margin: 0; + min-height: 100%; +} + +/* All the flexbox magic! */ +body, +.sb-announcement, +.sb-content, +.sb-main, +.sb-container, +.sb-container__inner, +.sb-article-container, +.sb-footer-content, +.sb-header, +.sb-header-secondary, +.sb-footer { + display: flex; +} + +/* These order things vertically */ +body, +.sb-main, +.sb-article-container { + flex-direction: column; +} + +/* Put elements in the center */ +.sb-header, +.sb-header-secondary, +.sb-container, +.sb-content, +.sb-footer, +.sb-footer-content { + justify-content: center; +} +/* Put elements at the ends */ +.sb-article-container { + justify-content: space-between; +} + +/* These elements grow. */ +.sb-main, +.sb-content, +.sb-container, +article { + flex-grow: 1; +} + +/* Because padding making this wider is not fun */ +article { + box-sizing: border-box; +} + +/* The announcements element should never be wider than the page. */ +.sb-announcement { + max-width: 100%; +} + +.sb-sidebar-primary, +.sb-sidebar-secondary { + flex-shrink: 0; + width: 17rem; +} + +.sb-announcement__inner { + justify-content: center; + + box-sizing: border-box; + height: 3rem; + + overflow-x: auto; + white-space: nowrap; +} + +/* Sidebars, with checkbox-based toggle */ +.sb-sidebar-primary, +.sb-sidebar-secondary { + position: fixed; + height: 100%; + top: 0; +} + +.sb-sidebar-primary { + left: -17rem; + transition: left 250ms ease-in-out; +} +.sb-sidebar-secondary { + right: -17rem; + transition: right 250ms ease-in-out; +} + +.sb-sidebar-toggle { + display: none; +} +.sb-sidebar-overlay { + position: fixed; + top: 0; + width: 0; + height: 0; + + transition: width 0ms ease 250ms, height 0ms ease 250ms, opacity 250ms ease; + + opacity: 0; + background-color: rgba(0, 0, 0, 0.54); +} + +#sb-sidebar-toggle--primary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--primary"], +#sb-sidebar-toggle--secondary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--secondary"] { + width: 100%; + height: 100%; + opacity: 1; + transition: width 0ms ease, height 0ms ease, opacity 250ms ease; +} + +#sb-sidebar-toggle--primary:checked ~ .sb-container .sb-sidebar-primary { + left: 0; +} +#sb-sidebar-toggle--secondary:checked ~ .sb-container .sb-sidebar-secondary { + right: 0; +} + +/* Full-width mode */ +.drop-secondary-sidebar-for-full-width-content + .hide-when-secondary-sidebar-shown { + display: none !important; +} +.drop-secondary-sidebar-for-full-width-content .sb-sidebar-secondary { + display: none !important; +} + +/* Mobile views */ +.sb-page-width { + width: 100%; +} + +.sb-article-container, +.sb-footer-content__inner, +.drop-secondary-sidebar-for-full-width-content .sb-article, +.drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 100vw; +} + +.sb-article, +.match-content-width { + padding: 0 1rem; + box-sizing: border-box; +} + +@media (min-width: 32rem) { + .sb-article, + .match-content-width { + padding: 0 2rem; + } +} + +/* Tablet views */ +@media (min-width: 42rem) { + .sb-article-container { + width: auto; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 42rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 46rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 46rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 50rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 50rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Tablet views */ +@media (min-width: 59rem) { + .sb-sidebar-secondary { + position: static; + } + .hide-when-secondary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 63rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 67rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Desktop views */ +@media (min-width: 76rem) { + .sb-sidebar-primary { + position: static; + } + .hide-when-primary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} + +/* Full desktop views */ +@media (min-width: 80rem) { + .sb-article, + .match-content-width { + width: 46rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } +} + +@media (min-width: 84rem) { + .sb-article, + .match-content-width { + width: 50rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } +} + +@media (min-width: 88rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-page-width { + width: 88rem; + } +} diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js new file mode 100644 index 00000000..aae669d7 --- /dev/null +++ b/_static/sphinx_highlight.js @@ -0,0 +1,144 @@ +/* Highlighting utilities for Sphinx HTML documentation. */ +"use strict"; + +const SPHINX_HIGHLIGHT_ENABLED = true + +/** + * highlight a given string on a node by wrapping it in + * span elements with the given class name. + */ +const _highlight = (node, addItems, text, className) => { + if (node.nodeType === Node.TEXT_NODE) { + const val = node.nodeValue; + const parent = node.parentNode; + const pos = val.toLowerCase().indexOf(text); + if ( + pos >= 0 && + !parent.classList.contains(className) && + !parent.classList.contains("nohighlight") + ) { + let span; + + const closestNode = parent.closest("body, svg, foreignObject"); + const isInSVG = closestNode && closestNode.matches("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.classList.add(className); + } + + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + parent.insertBefore( + span, + parent.insertBefore( + document.createTextNode(val.substr(pos + text.length)), + node.nextSibling + ) + ); + node.nodeValue = val.substr(0, pos); + + if (isInSVG) { + const rect = document.createElementNS( + "http://www.w3.org/2000/svg", + "rect" + ); + const bbox = parent.getBBox(); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute("class", className); + addItems.push({ parent: parent, target: rect }); + } + } + } else if (node.matches && !node.matches("button, select, textarea")) { + node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); + } +}; +const _highlightText = (thisNode, text, className) => { + let addItems = []; + _highlight(thisNode, addItems, text, className); + addItems.forEach((obj) => + obj.parent.insertAdjacentElement("beforebegin", obj.target) + ); +}; + +/** + * Small JavaScript module for the documentation. + */ +const SphinxHighlight = { + + /** + * highlight the search words provided in localstorage in the text + */ + highlightSearchWords: () => { + if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight + + // get and clear terms from localstorage + const url = new URL(window.location); + const highlight = + localStorage.getItem("sphinx_highlight_terms") + || url.searchParams.get("highlight") + || ""; + localStorage.removeItem("sphinx_highlight_terms") + url.searchParams.delete("highlight"); + window.history.replaceState({}, "", url); + + // get individual terms from highlight string + const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); + if (terms.length === 0) return; // nothing to do + + // There should never be more than one element matching "div.body" + const divBody = document.querySelectorAll("div.body"); + const body = divBody.length ? divBody[0] : document.querySelector("body"); + window.setTimeout(() => { + terms.forEach((term) => _highlightText(body, term, "highlighted")); + }, 10); + + const searchBox = document.getElementById("searchbox"); + if (searchBox === null) return; + searchBox.appendChild( + document + .createRange() + .createContextualFragment( + '" + ) + ); + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords: () => { + document + .querySelectorAll("#searchbox .highlight-link") + .forEach((el) => el.remove()); + document + .querySelectorAll("span.highlighted") + .forEach((el) => el.classList.remove("highlighted")); + localStorage.removeItem("sphinx_highlight_terms") + }, + + initEscapeListener: () => { + // only install a listener if it is really needed + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return; + if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) { + SphinxHighlight.hideSearchWords(); + event.preventDefault(); + } + }); + }, +}; + +_ready(SphinxHighlight.highlightSearchWords); +_ready(SphinxHighlight.initEscapeListener); diff --git a/_static/styles/furo-extensions.css b/_static/styles/furo-extensions.css new file mode 100644 index 00000000..bc447f22 --- /dev/null +++ b/_static/styles/furo-extensions.css @@ -0,0 +1,2 @@ +#furo-sidebar-ad-placement{padding:var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)}#furo-sidebar-ad-placement .ethical-sidebar{background:var(--color-background-secondary);border:none;box-shadow:none}#furo-sidebar-ad-placement .ethical-sidebar:hover{background:var(--color-background-hover)}#furo-sidebar-ad-placement .ethical-sidebar a{color:var(--color-foreground-primary)}#furo-sidebar-ad-placement .ethical-callout a{color:var(--color-foreground-secondary)!important}#furo-readthedocs-versions{background:transparent;display:block;position:static;width:100%}#furo-readthedocs-versions .rst-versions{background:#1a1c1e}#furo-readthedocs-versions .rst-current-version{background:var(--color-sidebar-item-background);cursor:unset}#furo-readthedocs-versions 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Correct the color inheritance from `fieldset` elements in IE.\n * 3. Remove the padding so developers are not caught out when they zero out\n * `fieldset` elements in all browsers.\n */\n\nlegend {\n box-sizing: border-box; /* 1 */\n color: inherit; /* 2 */\n display: table; /* 1 */\n max-width: 100%; /* 1 */\n padding: 0; /* 3 */\n white-space: normal; /* 1 */\n}\n\n/**\n * Add the correct vertical alignment in Chrome, Firefox, and Opera.\n */\n\nprogress {\n vertical-align: baseline;\n}\n\n/**\n * Remove the default vertical scrollbar in IE 10+.\n */\n\ntextarea {\n overflow: auto;\n}\n\n/**\n * 1. Add the correct box sizing in IE 10.\n * 2. Remove the padding in IE 10.\n */\n\n[type=\"checkbox\"],\n[type=\"radio\"] {\n box-sizing: border-box; /* 1 */\n padding: 0; /* 2 */\n}\n\n/**\n * Correct the cursor style of increment and decrement buttons in Chrome.\n */\n\n[type=\"number\"]::-webkit-inner-spin-button,\n[type=\"number\"]::-webkit-outer-spin-button {\n height: auto;\n}\n\n/**\n * 1. Correct the odd appearance in Chrome and Safari.\n * 2. Correct the outline style in Safari.\n */\n\n[type=\"search\"] {\n -webkit-appearance: textfield; /* 1 */\n outline-offset: -2px; /* 2 */\n}\n\n/**\n * Remove the inner padding in Chrome and Safari on macOS.\n */\n\n[type=\"search\"]::-webkit-search-decoration {\n -webkit-appearance: none;\n}\n\n/**\n * 1. Correct the inability to style clickable types in iOS and Safari.\n * 2. Change font properties to `inherit` in Safari.\n */\n\n::-webkit-file-upload-button {\n -webkit-appearance: button; /* 1 */\n font: inherit; /* 2 */\n}\n\n/* Interactive\n ========================================================================== */\n\n/*\n * Add the correct display in Edge, IE 10+, and Firefox.\n */\n\ndetails {\n display: block;\n}\n\n/*\n * Add the correct display in all browsers.\n */\n\nsummary {\n display: list-item;\n}\n\n/* Misc\n ========================================================================== */\n\n/**\n * Add the correct display in IE 10+.\n */\n\ntemplate {\n display: none;\n}\n\n/**\n * Add the correct display in IE 10.\n */\n\n[hidden] {\n display: none;\n}\n","// This file contains styles for managing print media.\n\n////////////////////////////////////////////////////////////////////////////////\n// Hide elements not relevant to print media.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Hide icon container.\n .content-icon-container\n display: none !important\n\n // Hide showing header links if hovering over when printing.\n .headerlink\n display: none !important\n\n // Hide mobile header.\n .mobile-header\n display: none !important\n\n // Hide navigation links.\n .related-pages\n display: none !important\n\n////////////////////////////////////////////////////////////////////////////////\n// Tweaks related to decolorization.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Apply a border around code which no longer have a color background.\n .highlight\n border: 0.1pt solid var(--color-foreground-border)\n\n////////////////////////////////////////////////////////////////////////////////\n// Avoid page break in some relevant cases.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n ul, ol, dl, a, table, pre, blockquote\n page-break-inside: avoid\n\n h1, h2, h3, h4, h5, h6, img, figure, caption\n page-break-inside: avoid\n page-break-after: avoid\n\n ul, ol, dl\n page-break-before: avoid\n",".visually-hidden\n position: absolute !important\n width: 1px !important\n height: 1px !important\n padding: 0 !important\n margin: -1px !important\n overflow: hidden !important\n clip: rect(0,0,0,0) !important\n white-space: nowrap !important\n border: 0 !important\n\n:-moz-focusring\n outline: auto\n","// This file serves as the \"skeleton\" of the theming logic.\n//\n// This contains the bulk of the logic for handling dark mode, color scheme\n// toggling and the handling of color-scheme-specific hiding of elements.\n\nbody\n @include fonts\n @include spacing\n @include icons\n @include admonitions\n @include default-admonition(#651fff, \"abstract\")\n @include default-topic(#14B8A6, \"pencil\")\n\n @include colors\n\n.only-light\n display: block !important\nhtml body .only-dark\n display: none !important\n\n// Ignore dark-mode hints if print media.\n@media not print\n // Enable dark-mode, if requested.\n body[data-theme=\"dark\"]\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n // Enable dark mode, unless explicitly told to avoid.\n @media (prefers-color-scheme: dark)\n body:not([data-theme=\"light\"])\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n//\n// Theme toggle presentation\n//\nbody[data-theme=\"auto\"]\n .theme-toggle svg.theme-icon-when-auto\n display: block\n\nbody[data-theme=\"dark\"]\n .theme-toggle svg.theme-icon-when-dark\n display: block\n\nbody[data-theme=\"light\"]\n .theme-toggle svg.theme-icon-when-light\n display: block\n","// Fonts used by this theme.\n//\n// There are basically two things here -- using the system font stack and\n// defining sizes for various elements in %ages. We could have also used `em`\n// but %age is easier to reason about for me.\n\n@mixin fonts {\n // These are adapted from https://systemfontstack.com/\n --font-stack: -apple-system, BlinkMacSystemFont, Segoe UI, Helvetica, Arial,\n sans-serif, Apple Color Emoji, Segoe UI Emoji;\n --font-stack--monospace: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n Liberation Mono, Lucida Console, monospace;\n\n --font-size--normal: 100%;\n --font-size--small: 87.5%;\n --font-size--small--2: 81.25%;\n --font-size--small--3: 75%;\n --font-size--small--4: 62.5%;\n\n // Sidebar\n --sidebar-caption-font-size: var(--font-size--small--2);\n --sidebar-item-font-size: var(--font-size--small);\n --sidebar-search-input-font-size: var(--font-size--small);\n\n // Table of Contents\n --toc-font-size: var(--font-size--small--3);\n --toc-font-size--mobile: var(--font-size--normal);\n --toc-title-font-size: var(--font-size--small--4);\n\n // Admonitions\n //\n // These aren't defined in terms of %ages, since nesting these is permitted.\n --admonition-font-size: 0.8125rem;\n --admonition-title-font-size: 0.8125rem;\n\n // Code\n --code-font-size: var(--font-size--small--2);\n\n // API\n --api-font-size: var(--font-size--small);\n}\n","// Spacing for various elements on the page\n//\n// If the user wants to tweak things in a certain way, they are permitted to.\n// They also have to deal with the consequences though!\n\n@mixin spacing {\n // Header!\n --header-height: calc(\n var(--sidebar-item-line-height) + 4 * #{var(--sidebar-item-spacing-vertical)}\n );\n --header-padding: 0.5rem;\n\n // Sidebar\n --sidebar-tree-space-above: 1.5rem;\n --sidebar-caption-space-above: 1rem;\n\n --sidebar-item-line-height: 1rem;\n --sidebar-item-spacing-vertical: 0.5rem;\n --sidebar-item-spacing-horizontal: 1rem;\n --sidebar-item-height: calc(\n var(--sidebar-item-line-height) + 2 *#{var(--sidebar-item-spacing-vertical)}\n );\n\n --sidebar-expander-width: var(--sidebar-item-height); // be square\n\n --sidebar-search-space-above: 0.5rem;\n --sidebar-search-input-spacing-vertical: 0.5rem;\n --sidebar-search-input-spacing-horizontal: 0.5rem;\n --sidebar-search-input-height: 1rem;\n --sidebar-search-icon-size: var(--sidebar-search-input-height);\n\n // Table of Contents\n --toc-title-padding: 0.25rem 0;\n --toc-spacing-vertical: 1.5rem;\n --toc-spacing-horizontal: 1.5rem;\n --toc-item-spacing-vertical: 0.4rem;\n --toc-item-spacing-horizontal: 1rem;\n}\n","// Expose theme icons as CSS variables.\n\n$icons: (\n // Adapted from tabler-icons\n // url: https://tablericons.com/\n \"search\":\n url('data:image/svg+xml;charset=utf-8,'),\n // Factored out from mkdocs-material on 24-Aug-2020.\n // url: https://squidfunk.github.io/mkdocs-material/reference/admonitions/\n \"pencil\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"abstract\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"info\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"flame\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"question\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"warning\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"failure\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"spark\":\n url('data:image/svg+xml;charset=utf-8,')\n);\n\n@mixin icons {\n @each $name, $glyph in $icons {\n --icon-#{$name}: #{$glyph};\n }\n}\n","// Admonitions\n\n// Structure of these is:\n// admonition-class: color \"icon-name\";\n//\n// The colors are translated into CSS variables below. The icons are\n// used directly in the main declarations to set the `mask-image` in\n// the title.\n\n// prettier-ignore\n$admonitions: (\n // Each of these has an reST directives for it.\n \"caution\": #ff9100 \"spark\",\n \"warning\": #ff9100 \"warning\",\n \"danger\": #ff5252 \"spark\",\n \"attention\": #ff5252 \"warning\",\n \"error\": #ff5252 \"failure\",\n \"hint\": #00c852 \"question\",\n \"tip\": #00c852 \"info\",\n \"important\": #00bfa5 \"flame\",\n \"note\": #00b0ff \"pencil\",\n \"seealso\": #448aff \"info\",\n \"admonition-todo\": #808080 \"pencil\"\n);\n\n@mixin default-admonition($color, $icon-name) {\n --color-admonition-title: #{$color};\n --color-admonition-title-background: #{rgba($color, 0.2)};\n\n --icon-admonition-default: var(--icon-#{$icon-name});\n}\n\n@mixin default-topic($color, $icon-name) {\n --color-topic-title: #{$color};\n --color-topic-title-background: #{rgba($color, 0.2)};\n\n --icon-topic-default: var(--icon-#{$icon-name});\n}\n\n@mixin admonitions {\n @each $name, $values in $admonitions {\n --color-admonition-title--#{$name}: #{nth($values, 1)};\n --color-admonition-title-background--#{$name}: #{rgba(\n nth($values, 1),\n 0.2\n )};\n }\n}\n","// Colors used throughout this theme.\n//\n// The aim is to give the user more control. Thus, instead of hard-coding colors\n// in various parts of the stylesheet, the approach taken is to define all\n// colors as CSS variables and reusing them in all the places.\n//\n// `colors-dark` depends on `colors` being included at a lower specificity.\n\n@mixin colors {\n --color-problematic: #b30000;\n\n // Base Colors\n --color-foreground-primary: black; // for main text and headings\n --color-foreground-secondary: #5a5c63; // for secondary text\n --color-foreground-muted: #646776; // for muted text\n --color-foreground-border: #878787; // for content borders\n\n --color-background-primary: white; // for content\n --color-background-secondary: #f8f9fb; // for navigation + ToC\n --color-background-hover: #efeff4ff; // for navigation-item hover\n --color-background-hover--transparent: #efeff400;\n --color-background-border: #eeebee; // for UI borders\n --color-background-item: #ccc; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2962ff;\n --color-brand-content: #2a5adf;\n\n // API documentation\n --color-api-background: var(--color-background-hover--transparent);\n --color-api-background-hover: var(--color-background-hover);\n --color-api-overall: var(--color-foreground-secondary);\n --color-api-name: var(--color-problematic);\n --color-api-pre-name: var(--color-problematic);\n --color-api-paren: var(--color-foreground-secondary);\n --color-api-keyword: var(--color-foreground-primary);\n --color-highlight-on-target: #ffffcc;\n\n // Inline code background\n --color-inline-code-background: var(--color-background-secondary);\n\n // Highlighted text (search)\n --color-highlighted-background: #ddeeff;\n --color-highlighted-text: var(--color-foreground-primary);\n\n // GUI Labels\n --color-guilabel-background: #ddeeff80;\n --color-guilabel-border: #bedaf580;\n --color-guilabel-text: var(--color-foreground-primary);\n\n // Admonitions!\n --color-admonition-background: transparent;\n\n //////////////////////////////////////////////////////////////////////////////\n // Everything below this should be one of:\n // - var(...)\n // - *-gradient(...)\n // - special literal values (eg: transparent, none)\n //////////////////////////////////////////////////////////////////////////////\n\n // Tables\n --color-table-header-background: var(--color-background-secondary);\n --color-table-border: var(--color-background-border);\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: transparent;\n --color-card-marginals-background: var(--color-background-secondary);\n\n // Header\n --color-header-background: var(--color-background-primary);\n --color-header-border: var(--color-background-border);\n --color-header-text: var(--color-foreground-primary);\n\n // Sidebar (left)\n --color-sidebar-background: var(--color-background-secondary);\n --color-sidebar-background-border: var(--color-background-border);\n\n --color-sidebar-brand-text: var(--color-foreground-primary);\n --color-sidebar-caption-text: var(--color-foreground-muted);\n --color-sidebar-link-text: var(--color-foreground-secondary);\n --color-sidebar-link-text--top-level: var(--color-brand-primary);\n\n --color-sidebar-item-background: var(--color-sidebar-background);\n --color-sidebar-item-background--current: var(\n --color-sidebar-item-background\n );\n --color-sidebar-item-background--hover: linear-gradient(\n 90deg,\n var(--color-background-hover--transparent) 0%,\n var(--color-background-hover) var(--sidebar-item-spacing-horizontal),\n var(--color-background-hover) 100%\n );\n\n --color-sidebar-item-expander-background: transparent;\n --color-sidebar-item-expander-background--hover: var(\n --color-background-hover\n );\n\n --color-sidebar-search-text: var(--color-foreground-primary);\n --color-sidebar-search-background: var(--color-background-secondary);\n --color-sidebar-search-background--focus: var(--color-background-primary);\n --color-sidebar-search-border: var(--color-background-border);\n --color-sidebar-search-icon: var(--color-foreground-muted);\n\n // Table of Contents (right)\n --color-toc-background: var(--color-background-primary);\n --color-toc-title-text: var(--color-foreground-muted);\n --color-toc-item-text: var(--color-foreground-secondary);\n --color-toc-item-text--hover: var(--color-foreground-primary);\n --color-toc-item-text--active: var(--color-brand-primary);\n\n // Actual page contents\n --color-content-foreground: var(--color-foreground-primary);\n --color-content-background: transparent;\n\n // Links\n --color-link: var(--color-brand-content);\n --color-link--hover: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link-underline--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #ffffffcc; // for main text and headings\n --color-foreground-secondary: #9ca0a5; // for secondary text\n --color-foreground-muted: #81868d; // for muted text\n --color-foreground-border: #666666; // for content borders\n\n --color-background-primary: #131416; // for content\n --color-background-secondary: #1a1c1e; // for navigation + ToC\n --color-background-hover: #1e2124ff; // for navigation-item hover\n --color-background-hover--transparent: #1e212400;\n --color-background-border: #303335; // for UI borders\n --color-background-item: #444; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2b8cee;\n --color-brand-content: #368ce2;\n\n // Highlighted text (search)\n --color-highlighted-background: #083563;\n\n // GUI Labels\n --color-guilabel-background: #08356380;\n --color-guilabel-border: #13395f80;\n\n // API documentation\n --color-api-keyword: var(--color-foreground-secondary);\n --color-highlight-on-target: #333300;\n\n // Admonitions\n --color-admonition-background: #18181a;\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: #18181a;\n --color-card-marginals-background: var(--color-background-hover);\n}\n","// This file contains the styling for making the content throughout the page,\n// including fonts, paragraphs, headings and spacing among these elements.\n\nbody\n font-family: var(--font-stack)\npre,\ncode,\nkbd,\nsamp\n font-family: var(--font-stack--monospace)\n\n// Make fonts look slightly nicer.\nbody\n -webkit-font-smoothing: antialiased\n -moz-osx-font-smoothing: grayscale\n\n// Line height from Bootstrap 4.1\narticle\n line-height: 1.5\n\n//\n// Headings\n//\nh1,\nh2,\nh3,\nh4,\nh5,\nh6\n line-height: 1.25\n font-weight: bold\n\n border-radius: 0.5rem\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n margin-left: -0.5rem\n margin-right: -0.5rem\n padding-left: 0.5rem\n padding-right: 0.5rem\n\n + p\n margin-top: 0\n\nh1\n font-size: 2.5em\n margin-top: 1.75rem\n margin-bottom: 1rem\nh2\n font-size: 2em\n margin-top: 1.75rem\nh3\n font-size: 1.5em\nh4\n font-size: 1.25em\nh5\n font-size: 1.125em\nh6\n font-size: 1em\n\nsmall\n opacity: 75%\n font-size: 80%\n\n// Paragraph\np\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n\n// Horizontal rules\nhr.docutils\n height: 1px\n padding: 0\n margin: 2rem 0\n background-color: var(--color-background-border)\n border: 0\n\n.centered\n text-align: center\n\n// Links\na\n text-decoration: underline\n\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &.muted-link\n color: inherit\n &:hover\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline--hover)\n","// This file contains the styles for the overall layouting of the documentation\n// skeleton, including the responsive changes as well as sidebar toggles.\n//\n// This is implemented as a mobile-last design, which isn't ideal, but it is\n// reasonably good-enough and I got pretty tired by the time I'd finished this\n// to move the rules around to fix this. Shouldn't take more than 3-4 hours,\n// if you know what you're doing tho.\n\n// HACK: Not all browsers account for the scrollbar width in media queries.\n// This results in horizontal scrollbars in the breakpoint where we go\n// from displaying everything to hiding the ToC. We accomodate for this by\n// adding a bit of padding to the TOC drawer, disabling the horizontal\n// scrollbar and allowing the scrollbars to cover the padding.\n// https://www.456bereastreet.com/archive/201301/media_query_width_and_vertical_scrollbars/\n\n// HACK: Always having the scrollbar visible, prevents certain browsers from\n// causing the content to stutter horizontally between taller-than-viewport and\n// not-taller-than-viewport pages.\n\nhtml\n overflow-x: hidden\n overflow-y: scroll\n scroll-behavior: smooth\n\n.sidebar-scroll, .toc-scroll, article[role=main] *\n // Override Firefox scrollbar style\n scrollbar-width: thin\n scrollbar-color: var(--color-foreground-border) transparent\n\n // Override Chrome scrollbar styles\n &::-webkit-scrollbar\n width: 0.25rem\n height: 0.25rem\n &::-webkit-scrollbar-thumb\n background-color: var(--color-foreground-border)\n border-radius: 0.125rem\n\n//\n// Overalls\n//\nhtml,\nbody\n height: 100%\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\narticle\n color: var(--color-content-foreground)\n background: var(--color-content-background)\n overflow-wrap: break-word\n\n.page\n display: flex\n // fill the viewport for pages with little content.\n min-height: 100%\n\n.mobile-header\n width: 100%\n height: var(--header-height)\n background-color: var(--color-header-background)\n color: var(--color-header-text)\n border-bottom: 1px solid var(--color-header-border)\n\n // Looks like sub-script/super-script have this, and we need this to\n // be \"on top\" of those.\n z-index: 10\n\n // We don't show the header on large screens.\n display: none\n\n // Add shadow when scrolled\n &.scrolled\n border-bottom: none\n box-shadow: 0 0 0.2rem rgba(0, 0, 0, 0.1), 0 0.2rem 0.4rem rgba(0, 0, 0, 0.2)\n\n .header-center\n a\n color: var(--color-header-text)\n text-decoration: none\n\n.main\n display: flex\n flex: 1\n\n// Sidebar (left) also covers the entire left portion of screen.\n.sidebar-drawer\n box-sizing: border-box\n\n border-right: 1px solid var(--color-sidebar-background-border)\n background: var(--color-sidebar-background)\n\n display: flex\n justify-content: flex-end\n // These next two lines took me two days to figure out.\n width: calc((100% - #{$full-width}) / 2 + #{$sidebar-width})\n min-width: $sidebar-width\n\n// Scroll-along sidebars\n.sidebar-container,\n.toc-drawer\n box-sizing: border-box\n width: $sidebar-width\n\n.toc-drawer\n background: var(--color-toc-background)\n // See HACK described on top of this document\n padding-right: 1rem\n\n.sidebar-sticky,\n.toc-sticky\n position: sticky\n top: 0\n height: min(100%, 100vh)\n height: 100vh\n\n display: flex\n flex-direction: column\n\n.sidebar-scroll,\n.toc-scroll\n flex-grow: 1\n flex-shrink: 1\n\n overflow: auto\n scroll-behavior: smooth\n\n// Central items.\n.content\n padding: 0 $content-padding\n width: $content-width\n\n display: flex\n flex-direction: column\n justify-content: space-between\n\n.icon\n display: inline-block\n height: 1rem\n width: 1rem\n svg\n width: 100%\n height: 100%\n\n//\n// Accommodate announcement banner\n//\n.announcement\n background-color: var(--color-announcement-background)\n color: var(--color-announcement-text)\n\n height: var(--header-height)\n display: flex\n align-items: center\n overflow-x: auto\n & + .page\n min-height: calc(100% - var(--header-height))\n\n.announcement-content\n box-sizing: border-box\n padding: 0.5rem\n min-width: 100%\n white-space: nowrap\n text-align: center\n\n a\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-announcement-text)\n\n &:hover\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-link--hover)\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for theme\n////////////////////////////////////////////////////////////////////////////////\n.no-js .theme-toggle-container // don't show theme toggle if there's no JS\n display: none\n\n.theme-toggle-container\n vertical-align: middle\n\n.theme-toggle\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n vertical-align: middle\n height: 1rem\n width: 1rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n float: left\n padding: 1rem 0.5rem\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for elements\n////////////////////////////////////////////////////////////////////////////////\n.toc-overlay-icon, .nav-overlay-icon\n display: none\n cursor: pointer\n\n .icon\n color: var(--color-foreground-secondary)\n height: 1rem\n width: 1rem\n\n.toc-header-icon, .nav-overlay-icon\n // for when we set display: flex\n justify-content: center\n align-items: center\n\n.toc-content-icon\n height: 1.5rem\n width: 1.5rem\n\n.content-icon-container\n float: right\n display: flex\n margin-top: 1.5rem\n margin-left: 1rem\n margin-bottom: 1rem\n gap: 0.5rem\n\n .edit-this-page svg\n color: inherit\n height: 1rem\n width: 1rem\n\n.sidebar-toggle\n position: absolute\n display: none\n// \n.sidebar-toggle[name=\"__toc\"]\n left: 20px\n.sidebar-toggle:checked\n left: 40px\n// \n\n.overlay\n position: fixed\n top: 0\n width: 0\n height: 0\n\n transition: width 0ms, height 0ms, opacity 250ms ease-out\n\n opacity: 0\n background-color: rgba(0, 0, 0, 0.54)\n.sidebar-overlay\n z-index: 20\n.toc-overlay\n z-index: 40\n\n// Keep things on top and smooth.\n.sidebar-drawer\n z-index: 30\n transition: left 250ms ease-in-out\n.toc-drawer\n z-index: 50\n transition: right 250ms ease-in-out\n\n// Show the Sidebar\n#__navigation:checked\n & ~ .sidebar-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .sidebar-drawer\n top: 0\n left: 0\n // Show the toc sidebar\n#__toc:checked\n & ~ .toc-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .toc-drawer\n top: 0\n right: 0\n\n////////////////////////////////////////////////////////////////////////////////\n// Back to top\n////////////////////////////////////////////////////////////////////////////////\n.back-to-top\n text-decoration: none\n\n display: none\n position: fixed\n left: 0\n top: 1rem\n padding: 0.5rem\n padding-right: 0.75rem\n border-radius: 1rem\n font-size: 0.8125rem\n\n background: var(--color-background-primary)\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), #6b728080 0px 0px 1px 0px\n\n z-index: 10\n\n margin-left: 50%\n transform: translateX(-50%)\n svg\n height: 1rem\n width: 1rem\n fill: currentColor\n display: inline-block\n\n span\n margin-left: 0.25rem\n\n .show-back-to-top &\n display: flex\n align-items: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Responsive layouting\n////////////////////////////////////////////////////////////////////////////////\n// Make things a bit bigger on bigger screens.\n@media (min-width: $full-width + $sidebar-width)\n html\n font-size: 110%\n\n@media (max-width: $full-width)\n // Collapse \"toc\" into the icon.\n .toc-content-icon\n display: flex\n .toc-drawer\n position: fixed\n height: 100vh\n top: 0\n right: -$sidebar-width\n border-left: 1px solid var(--color-background-muted)\n .toc-tree\n border-left: none\n font-size: var(--toc-font-size--mobile)\n\n // Accomodate for a changed content width.\n .sidebar-drawer\n width: calc((100% - #{$full-width - $sidebar-width}) / 2 + #{$sidebar-width})\n\n@media (max-width: $full-width - $sidebar-width)\n // Collapse \"navigation\".\n .nav-overlay-icon\n display: flex\n .sidebar-drawer\n position: fixed\n height: 100vh\n width: $sidebar-width\n\n top: 0\n left: -$sidebar-width\n\n // Swap which icon is visible.\n .toc-header-icon\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n .theme-toggle-header\n display: block\n\n // Show the header.\n .mobile-header\n position: sticky\n top: 0\n display: flex\n justify-content: space-between\n align-items: center\n\n .header-left,\n .header-right\n display: flex\n height: var(--header-height)\n padding: 0 var(--header-padding)\n label\n height: 100%\n width: 100%\n user-select: none\n\n .nav-overlay-icon .icon,\n .theme-toggle svg\n height: 1.25rem\n width: 1.25rem\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: var(--header-height)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Center the page, and accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n .content\n margin-left: auto\n margin-right: auto\n\n@media (max-width: $content-width + 2* $content-padding)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n .content\n padding: 0 $content-padding--small\n // Don't float sidebars to the right.\n article aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\n","//\n// The design here is strongly inspired by mkdocs-material.\n.admonition, .topic\n margin: 1rem auto\n padding: 0 0.5rem 0.5rem 0.5rem\n\n background: var(--color-admonition-background)\n\n border-radius: 0.2rem\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n font-size: var(--admonition-font-size)\n\n overflow: hidden\n page-break-inside: avoid\n\n // First element should have no margin, since the title has it.\n > :nth-child(2)\n margin-top: 0\n\n // Last item should have no margin, since we'll control that w/ padding\n > :last-child\n margin-bottom: 0\n\n.admonition p.admonition-title,\np.topic-title\n position: relative\n margin: 0 -0.5rem 0.5rem\n padding-left: 2rem\n padding-right: .5rem\n padding-top: .4rem\n padding-bottom: .4rem\n\n font-weight: 500\n font-size: var(--admonition-title-font-size)\n line-height: 1.3\n\n // Our fancy icon\n &::before\n content: \"\"\n position: absolute\n left: 0.5rem\n width: 1rem\n height: 1rem\n\n// Default styles\np.admonition-title\n background-color: var(--color-admonition-title-background)\n &::before\n background-color: var(--color-admonition-title)\n mask-image: var(--icon-admonition-default)\n mask-repeat: no-repeat\n\np.topic-title\n background-color: var(--color-topic-title-background)\n &::before\n background-color: var(--color-topic-title)\n mask-image: var(--icon-topic-default)\n mask-repeat: no-repeat\n\n//\n// Variants\n//\n.admonition\n border-left: 0.2rem solid var(--color-admonition-title)\n\n @each $type, $value in $admonitions\n &.#{$type}\n border-left-color: var(--color-admonition-title--#{$type})\n > .admonition-title\n background-color: var(--color-admonition-title-background--#{$type})\n &::before\n background-color: var(--color-admonition-title--#{$type})\n mask-image: var(--icon-#{nth($value, 2)})\n\n.admonition-todo > .admonition-title\n text-transform: uppercase\n","// This file stylizes the API documentation (stuff generated by autodoc). It's\n// deeply nested due to how autodoc structures the HTML without enough classes\n// to select the relevant items.\n\n// API docs!\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple)\n // Tweak the spacing of all the things!\n dd\n margin-left: 2rem\n > :first-child\n margin-top: 0.125rem\n > :last-child\n margin-bottom: 0.75rem\n\n // This is used for the arguments\n .field-list\n margin-bottom: 0.75rem\n\n // \"Headings\" (like \"Parameters\" and \"Return\")\n > dt\n text-transform: uppercase\n font-size: var(--font-size--small)\n\n dd:empty\n margin-bottom: 0.5rem\n dd > ul\n margin-left: -1.2rem\n > li\n > p:nth-child(2)\n margin-top: 0\n // When the last-empty-paragraph follows a paragraph, it doesn't need\n // to augument the existing spacing.\n > p + p:last-child:empty\n margin-top: 0\n margin-bottom: 0\n\n // Colorize the elements\n > dt\n color: var(--color-api-overall)\n\n.sig:not(.sig-inline)\n font-weight: bold\n\n font-size: var(--api-font-size)\n font-family: var(--font-stack--monospace)\n\n margin-left: -0.25rem\n margin-right: -0.25rem\n padding-top: 0.25rem\n padding-bottom: 0.25rem\n padding-right: 0.5rem\n\n // These are intentionally em, to properly match the font size.\n padding-left: 3em\n text-indent: -2.5em\n\n border-radius: 0.25rem\n\n background: var(--color-api-background)\n transition: background 100ms ease-out\n\n &:hover\n background: var(--color-api-background-hover)\n\n // adjust the size of the [source] link on the right.\n a.reference\n .viewcode-link\n font-weight: normal\n width: 3.5rem\n\nem.property\n font-style: normal\n &:first-child\n color: var(--color-api-keyword)\n.sig-name\n color: var(--color-api-name)\n.sig-prename\n font-weight: normal\n color: var(--color-api-pre-name)\n.sig-paren\n color: var(--color-api-paren)\n.sig-param\n font-style: normal\n\n.versionmodified\n font-style: italic\ndiv.versionadded, div.versionchanged, div.deprecated\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\n\n// Align the [docs] and [source] to the right.\n.viewcode-link, .viewcode-back\n float: right\n text-align: right\n",".line-block\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n .line-block\n margin-top: 0rem\n margin-bottom: 0rem\n padding-left: 1rem\n","// Captions\narticle p.caption,\ntable > caption,\n.code-block-caption\n font-size: var(--font-size--small)\n text-align: center\n\n// Caption above a TOCTree\n.toctree-wrapper.compound\n .caption, :not(.caption) > .caption-text\n font-size: var(--font-size--small)\n text-transform: uppercase\n\n text-align: initial\n margin-bottom: 0\n\n > ul\n margin-top: 0\n margin-bottom: 0\n","// Inline code\ncode.literal, .sig-inline\n background: var(--color-inline-code-background)\n border-radius: 0.2em\n // Make the font smaller, and use padding to recover.\n font-size: var(--font-size--small--2)\n padding: 0.1em 0.2em\n\n pre.literal-block &\n font-size: inherit\n padding: 0\n\n p &\n border: 1px solid var(--color-background-border)\n\n.sig-inline\n font-family: var(--font-stack--monospace)\n\n// Code and Literal Blocks\n$code-spacing-vertical: 0.625rem\n$code-spacing-horizontal: 0.875rem\n\n// Wraps every literal block + line numbers.\ndiv[class*=\" highlight-\"],\ndiv[class^=\"highlight-\"]\n margin: 1em 0\n display: flex\n\n .table-wrapper\n margin: 0\n padding: 0\n\npre\n margin: 0\n padding: 0\n overflow: auto\n\n // Needed to have more specificity than pygments' \"pre\" selector. :(\n article[role=\"main\"] .highlight &\n line-height: 1.5\n\n &.literal-block,\n .highlight &\n font-size: var(--code-font-size)\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n // Make it look like all the other blocks.\n &.literal-block\n margin-top: 1rem\n margin-bottom: 1rem\n\n border-radius: 0.2rem\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n\n// All code is always contained in this.\n.highlight\n width: 100%\n border-radius: 0.2rem\n\n // Make line numbers and prompts un-selectable.\n .gp, span.linenos\n user-select: none\n pointer-events: none\n\n // Expand the line-highlighting.\n .hll\n display: block\n margin-left: -$code-spacing-horizontal\n margin-right: -$code-spacing-horizontal\n padding-left: $code-spacing-horizontal\n padding-right: $code-spacing-horizontal\n\n/* Make code block captions be nicely integrated */\n.code-block-caption\n display: flex\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n border-radius: 0.25rem\n border-bottom-left-radius: 0\n border-bottom-right-radius: 0\n font-weight: 300\n border-bottom: 1px solid\n\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n border-color: var(--color-background-border)\n\n + div[class]\n margin-top: 0\n pre\n border-top-left-radius: 0\n border-top-right-radius: 0\n\n// When `html_codeblock_linenos_style` is table.\n.highlighttable\n width: 100%\n display: block\n tbody\n display: block\n\n tr\n display: flex\n\n // Line numbers\n td.linenos\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n padding: $code-spacing-vertical $code-spacing-horizontal\n padding-right: 0\n border-top-left-radius: 0.2rem\n border-bottom-left-radius: 0.2rem\n\n .linenodiv\n padding-right: $code-spacing-horizontal\n font-size: var(--code-font-size)\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n\n // Actual code\n td.code\n padding: 0\n display: block\n flex: 1\n overflow: hidden\n\n .highlight\n border-top-left-radius: 0\n border-bottom-left-radius: 0\n\n// When `html_codeblock_linenos_style` is inline.\n.highlight\n span.linenos\n display: inline-block\n padding-left: 0\n padding-right: $code-spacing-horizontal\n margin-right: $code-spacing-horizontal\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n","// Inline Footnote Reference\n.footnote-reference\n font-size: var(--font-size--small--4)\n vertical-align: super\n\n// Definition list, listing the content of each note.\n// docutils <= 0.17\ndl.footnote.brackets\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\n display: grid\n grid-template-columns: max-content auto\n dt\n margin: 0\n > .fn-backref\n margin-left: 0.25rem\n\n &:after\n content: \":\"\n\n .brackets\n &:before\n content: \"[\"\n &:after\n content: \"]\"\n\n dd\n margin: 0\n padding: 0 1rem\n\n// docutils >= 0.18\naside.footnote\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\naside.footnote > span,\ndiv.citation > span\n float: left\n font-weight: 500\n padding-right: 0.25rem\n\naside.footnote > p,\ndiv.citation > p\n margin-left: 2rem\n","//\n// Figures\n//\nimg\n box-sizing: border-box\n max-width: 100%\n height: auto\n\narticle\n figure, .figure\n border-radius: 0.2rem\n\n margin: 0\n :last-child\n margin-bottom: 0\n\n .align-left\n float: left\n clear: left\n margin: 0 1rem 1rem\n\n .align-right\n float: right\n clear: right\n margin: 0 1rem 1rem\n\n .align-default,\n .align-center\n display: block\n text-align: center\n margin-left: auto\n margin-right: auto\n\n // WELL, table needs to be stylised like a table.\n table.align-default\n display: table\n text-align: initial\n",".genindex-jumpbox, .domainindex-jumpbox\n border-top: 1px solid var(--color-background-border)\n border-bottom: 1px solid var(--color-background-border)\n padding: 0.25rem\n\n.genindex-section, .domainindex-section\n h2\n margin-top: 0.75rem\n margin-bottom: 0.5rem\n ul\n margin-top: 0\n margin-bottom: 0\n","ul,\nol\n padding-left: 1.2rem\n\n // Space lists out like paragraphs\n margin-top: 1rem\n margin-bottom: 1rem\n // reduce margins within li.\n li\n > p:first-child\n margin-top: 0.25rem\n margin-bottom: 0.25rem\n\n > p:last-child\n margin-top: 0.25rem\n\n > ul,\n > ol\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n\nol\n &.arabic\n list-style: decimal\n &.loweralpha\n list-style: lower-alpha\n &.upperalpha\n list-style: upper-alpha\n &.lowerroman\n list-style: lower-roman\n &.upperroman\n list-style: upper-roman\n\n// Don't space lists out when they're \"simple\" or in a `.. toctree::`\n.simple,\n.toctree-wrapper\n li\n > ul,\n > ol\n margin-top: 0\n margin-bottom: 0\n\n// Definition Lists\n.field-list,\n.option-list,\ndl:not([class]),\ndl.simple,\ndl.footnote,\ndl.glossary\n dt\n font-weight: 500\n margin-top: 0.25rem\n + dt\n margin-top: 0\n\n .classifier::before\n content: \":\"\n margin-left: 0.2rem\n margin-right: 0.2rem\n\n dd\n > p:first-child,\n ul\n margin-top: 0.125rem\n\n ul\n margin-bottom: 0.125rem\n",".math-wrapper\n width: 100%\n overflow-x: auto\n\ndiv.math\n position: relative\n text-align: center\n\n .headerlink,\n &:focus .headerlink\n display: none\n\n &:hover .headerlink\n display: inline-block\n\n span.eqno\n position: absolute\n right: 0.5rem\n top: 50%\n transform: translate(0, -50%)\n z-index: 1\n","// Abbreviations\nabbr[title]\n cursor: help\n\n// \"Problematic\" content, as identified by Sphinx\n.problematic\n color: var(--color-problematic)\n\n// Keyboard / Mouse \"instructions\"\nkbd:not(.compound)\n margin: 0 0.2rem\n padding: 0 0.2rem\n border-radius: 0.2rem\n border: 1px solid var(--color-foreground-border)\n color: var(--color-foreground-primary)\n vertical-align: text-bottom\n\n font-size: var(--font-size--small--3)\n display: inline-block\n\n box-shadow: 0 0.0625rem 0 rgba(0, 0, 0, 0.2), inset 0 0 0 0.125rem var(--color-background-primary)\n\n background-color: var(--color-background-secondary)\n\n// Blockquote\nblockquote\n border-left: 4px solid var(--color-background-border)\n background: var(--color-background-secondary)\n\n margin-left: 0\n margin-right: 0\n padding: 0.5rem 1rem\n\n .attribution\n font-weight: 600\n text-align: right\n\n &.pull-quote,\n &.highlights\n font-size: 1.25em\n\n &.epigraph,\n &.pull-quote\n border-left-width: 0\n border-radius: 0.5rem\n\n &.highlights\n border-left-width: 0\n background: transparent\n\n// Center align embedded-in-text images\np .reference img\n vertical-align: middle\n","p.rubric\n line-height: 1.25\n font-weight: bold\n font-size: 1.125em\n\n // For Numpy-style documentation that's got rubrics within it.\n // https://github.com/pradyunsg/furo/discussions/505\n dd &\n line-height: inherit\n font-weight: inherit\n\n font-size: var(--font-size--small)\n text-transform: uppercase\n","article .sidebar\n float: right\n clear: right\n width: 30%\n\n margin-left: 1rem\n margin-right: 0\n\n border-radius: 0.2rem\n background-color: var(--color-background-secondary)\n border: var(--color-background-border) 1px solid\n\n > *\n padding-left: 1rem\n padding-right: 1rem\n\n > ul, > ol // lists need additional padding, because bullets.\n padding-left: 2.2rem\n\n .sidebar-title\n margin: 0\n padding: 0.5rem 1rem\n border-bottom: var(--color-background-border) 1px solid\n\n font-weight: 500\n\n// TODO: subtitle\n// TODO: dedicated variables?\n",".table-wrapper\n width: 100%\n overflow-x: auto\n margin-top: 1rem\n margin-bottom: 0.5rem\n padding: 0.2rem 0.2rem 0.75rem\n\ntable.docutils\n border-radius: 0.2rem\n border-spacing: 0\n border-collapse: collapse\n\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n th\n background: var(--color-table-header-background)\n\n td,\n th\n // Space things out properly\n padding: 0 0.25rem\n\n // Get the borders looking just-right.\n border-left: 1px solid var(--color-table-border)\n border-right: 1px solid var(--color-table-border)\n border-bottom: 1px solid var(--color-table-border)\n\n p\n margin: 0.25rem\n\n &:first-child\n border-left: none\n &:last-child\n border-right: none\n\n // MyST-parser tables set these classes for control of column alignment\n &.text-left\n text-align: left\n &.text-right\n text-align: right\n &.text-center\n text-align: center\n",":target\n scroll-margin-top: 0.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(0.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(0.8rem + var(--header-height))\n\n// Permalinks\n.headerlink\n font-weight: 100\n user-select: none\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\ndl dt,\np.caption,\nfigcaption p,\ntable > caption,\n.code-block-caption\n > .headerlink\n margin-left: 0.5rem\n visibility: hidden\n &:hover > .headerlink\n visibility: visible\n\n // Don't change to link-like, if someone adds the contents directive.\n > .toc-backref\n color: inherit\n text-decoration-line: none\n\n// Figure and table captions are special.\nfigure:hover > figcaption > p > .headerlink,\ntable:hover > caption > .headerlink\n visibility: visible\n\n:target >, // Regular section[id] style anchors\nspan:target ~ // Non-regular span[id] style \"extra\" anchors\n h1,\n h2,\n h3,\n h4,\n h5,\n h6\n &:nth-of-type(1)\n background-color: var(--color-highlight-on-target)\n // .headerlink\n // visibility: visible\n code.literal\n background-color: transparent\n\ntable:target > caption,\nfigure:target\n background-color: var(--color-highlight-on-target)\n\n// Inline page contents\n.this-will-duplicate-information-and-it-is-still-useful-here li :target\n background-color: var(--color-highlight-on-target)\n\n// Code block permalinks\n.literal-block-wrapper:target .code-block-caption\n background-color: var(--color-highlight-on-target)\n\n// When a definition list item is selected\n//\n// There isn't really an alternative to !important here, due to the\n// high-specificity of API documentation's selector.\ndt:target\n background-color: var(--color-highlight-on-target) !important\n\n// When a footnote reference is selected\n.footnote > dt:target + dd,\n.footnote-reference:target\n background-color: var(--color-highlight-on-target)\n",".guilabel\n background-color: var(--color-guilabel-background)\n border: 1px solid var(--color-guilabel-border)\n color: var(--color-guilabel-text)\n\n padding: 0 0.3em\n border-radius: 0.5em\n font-size: 0.9em\n","// This file contains the styles used for stylizing the footer that's shown\n// below the content.\n\nfooter\n font-size: var(--font-size--small)\n display: flex\n flex-direction: column\n\n margin-top: 2rem\n\n// Bottom of page information\n.bottom-of-page\n display: flex\n align-items: center\n justify-content: space-between\n\n margin-top: 1rem\n padding-top: 1rem\n padding-bottom: 1rem\n\n color: var(--color-foreground-secondary)\n border-top: 1px solid var(--color-background-border)\n\n line-height: 1.5\n\n @media (max-width: $content-width)\n text-align: center\n flex-direction: column-reverse\n gap: 0.25rem\n\n .left-details\n font-size: var(--font-size--small)\n\n .right-details\n display: flex\n flex-direction: column\n gap: 0.25rem\n text-align: right\n\n .icons\n display: flex\n justify-content: flex-end\n gap: 0.25rem\n font-size: 1rem\n\n a\n text-decoration: none\n\n svg,\n img\n font-size: 1.125rem\n height: 1em\n width: 1em\n\n// Next/Prev page information\n.related-pages\n a\n display: flex\n align-items: center\n\n text-decoration: none\n &:hover .page-info .title\n text-decoration: underline\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n svg.furo-related-icon,\n svg.furo-related-icon > use\n flex-shrink: 0\n\n color: var(--color-foreground-border)\n\n width: 0.75rem\n height: 0.75rem\n margin: 0 0.5rem\n\n &.next-page\n max-width: 50%\n\n float: right\n clear: right\n text-align: right\n\n &.prev-page\n max-width: 50%\n\n float: left\n clear: left\n\n svg\n transform: rotate(180deg)\n\n.page-info\n display: flex\n flex-direction: column\n overflow-wrap: anywhere\n\n .next-page &\n align-items: flex-end\n\n .context\n display: flex\n align-items: center\n\n padding-bottom: 0.1rem\n\n color: var(--color-foreground-muted)\n font-size: var(--font-size--small)\n text-decoration: none\n","// This file contains the styles for the contents of the left sidebar, which\n// contains the navigation tree, logo, search etc.\n\n////////////////////////////////////////////////////////////////////////////////\n// Brand on top of the scrollable tree.\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-brand\n display: flex\n flex-direction: column\n flex-shrink: 0\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n text-decoration: none\n\n.sidebar-brand-text\n color: var(--color-sidebar-brand-text)\n overflow-wrap: break-word\n margin: var(--sidebar-item-spacing-vertical) 0\n font-size: 1.5rem\n\n.sidebar-logo-container\n margin: var(--sidebar-item-spacing-vertical) 0\n\n.sidebar-logo\n margin: 0 auto\n display: block\n max-width: 100%\n\n////////////////////////////////////////////////////////////////////////////////\n// Search\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-search-container\n display: flex\n align-items: center\n margin-top: var(--sidebar-search-space-above)\n\n position: relative\n\n background: var(--color-sidebar-search-background)\n &:hover,\n &:focus-within\n background: var(--color-sidebar-search-background--focus)\n\n &::before\n content: \"\"\n position: absolute\n left: var(--sidebar-item-spacing-horizontal)\n width: var(--sidebar-search-icon-size)\n height: var(--sidebar-search-icon-size)\n\n background-color: var(--color-sidebar-search-icon)\n mask-image: var(--icon-search)\n\n.sidebar-search\n box-sizing: border-box\n\n border: none\n border-top: 1px solid var(--color-sidebar-search-border)\n border-bottom: 1px solid var(--color-sidebar-search-border)\n\n padding-top: var(--sidebar-search-input-spacing-vertical)\n padding-bottom: var(--sidebar-search-input-spacing-vertical)\n padding-right: var(--sidebar-search-input-spacing-horizontal)\n padding-left: calc(var(--sidebar-item-spacing-horizontal) + var(--sidebar-search-input-spacing-horizontal) + var(--sidebar-search-icon-size))\n\n width: 100%\n\n color: var(--color-sidebar-search-foreground)\n background: transparent\n z-index: 10\n\n &:focus\n outline: none\n\n &::placeholder\n font-size: var(--sidebar-search-input-font-size)\n\n//\n// Hide Search Matches link\n//\n#searchbox .highlight-link\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal) 0\n margin: 0\n text-align: center\n\n a\n color: var(--color-sidebar-search-icon)\n font-size: var(--font-size--small--2)\n\n////////////////////////////////////////////////////////////////////////////////\n// Structure/Skeleton of the navigation tree (left)\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-tree\n font-size: var(--sidebar-item-font-size)\n margin-top: var(--sidebar-tree-space-above)\n margin-bottom: var(--sidebar-item-spacing-vertical)\n\n ul\n padding: 0\n margin-top: 0\n margin-bottom: 0\n\n display: flex\n flex-direction: column\n\n list-style: none\n\n li\n position: relative\n margin: 0\n\n > ul\n margin-left: var(--sidebar-item-spacing-horizontal)\n\n .icon\n color: var(--color-sidebar-link-text)\n\n .reference\n box-sizing: border-box\n color: var(--color-sidebar-link-text)\n\n // Fill the parent.\n display: inline-block\n line-height: var(--sidebar-item-line-height)\n text-decoration: none\n\n // Don't allow long words to cause wrapping.\n overflow-wrap: anywhere\n\n height: 100%\n width: 100%\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n &:hover\n background: var(--color-sidebar-item-background--hover)\n\n // Add a nice little \"external-link\" arrow here.\n &.external::after\n content: url('data:image/svg+xml,')\n margin: 0 0.25rem\n vertical-align: middle\n color: var(--color-sidebar-link-text)\n\n // Make the current page reference bold.\n .current-page > .reference\n font-weight: bold\n\n label\n position: absolute\n top: 0\n right: 0\n height: var(--sidebar-item-height)\n width: var(--sidebar-expander-width)\n\n cursor: pointer\n user-select: none\n\n display: flex\n justify-content: center\n align-items: center\n\n .caption, :not(.caption) > .caption-text\n font-size: var(--sidebar-caption-font-size)\n color: var(--color-sidebar-caption-text)\n\n font-weight: bold\n text-transform: uppercase\n\n margin: var(--sidebar-caption-space-above) 0 0 0\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n // If it has children, add a bit more padding to wrap the content to avoid\n // overlapping with the

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