hyped.core.ops package

Submodules

• hyped.core.ops.boolean module
  • And
    • And.process()
  • AndConfig
    • AndConfig.model_config
  • Invert
    • Invert.process()
  • InvertConfig
    • InvertConfig.model_config
  • Or
    • Or.process()
  • OrConfig
    • OrConfig.model_config
  • Where
    • Where.T
    • Where.process()
  • WhereConfig
    • WhereConfig.model_config
  • Xor
    • Xor.process()
  • XorConfig
    • XorConfig.model_config
• hyped.core.ops.casting module
  • cast()
• hyped.core.ops.common module
  • Eq
    • Eq.process()
  • EqConfig
    • EqConfig.model_config
  • GlobalFilter
    • GlobalFilter.process()
  • GlobalFilterConfig
    • GlobalFilterConfig.model_config
  • NotEq
    • NotEq.process()
  • NotEqConfig
    • NotEqConfig.model_config
  • filter_()
• hyped.core.ops.debug module
  • PrintSample
    • PrintSample.process()
  • PrintSampleConfig
    • PrintSampleConfig.format_string
    • PrintSampleConfig.indent
    • PrintSampleConfig.model_config
  • print_()
• hyped.core.ops.mapping module
  • MappingGetItem
    • MappingGetItem.process()
  • MappingGetItemConfig
    • MappingGetItemConfig.key
    • MappingGetItemConfig.model_config
  • mapping_get_item()
• hyped.core.ops.numeric module
  • Abs
    • Abs.T
    • Abs.process()
  • AbsConfig
    • AbsConfig.model_config
  • Add
    • Add.process()
  • AddConfig
    • AddConfig.model_config
  • FloorDiv
    • FloorDiv.process()
  • FloorDivConfig
    • FloorDivConfig.model_config
  • Max
    • Max.extract()
    • Max.seed()
    • Max.update()
  • MaxConfig
    • MaxConfig.default
    • MaxConfig.model_config
  • Mean
    • Mean.StateType
    • Mean.extract()
    • Mean.seed()
    • Mean.update()
  • MeanConfig
    • MeanConfig.model_config
    • MeanConfig.start
    • MeanConfig.start_count
  • Min
    • Min.extract()
    • Min.seed()
    • Min.update()
  • MinConfig
    • MinConfig.default
    • MinConfig.model_config
  • Multiply
    • Multiply.process()
  • MultiplyConfig
    • MultiplyConfig.model_config
  • Negate
    • Negate.T
    • Negate.process()
  • NegateConfig
    • NegateConfig.model_config
  • Subtract
    • Subtract.process()
  • SubtractConfig
    • SubtractConfig.model_config
  • Sum
    • Sum.extract()
    • Sum.seed()
    • Sum.update()
  • SumConfig
    • SumConfig.model_config
    • SumConfig.start
  • TrueDiv
    • TrueDiv.process()
  • TrueDivConfig
    • TrueDivConfig.model_config
  • add_constant()
  • handle_constant_for_binary_operation()
  • mean()
  • register_all()
• hyped.core.ops.sequence module
  • SequenceGetItem
    • SequenceGetItem.process()
  • SequenceGetItemConfig
    • SequenceGetItemConfig.model_config
  • SequenceGetItems
    • SequenceGetItems.process()
  • SequenceGetItemsConfig
    • SequenceGetItemsConfig.model_config
  • SequenceGetSlice
    • SequenceGetSlice.process()
  • SequenceGetSliceConfig
    • SequenceGetSliceConfig.model_config
    • SequenceGetSliceConfig.start
    • SequenceGetSliceConfig.step
    • SequenceGetSliceConfig.stop
  • SequenceIndex
    • SequenceIndex.process()
  • SequenceIndexConfig
    • SequenceIndexConfig.model_config
  • SequenceLength
    • SequenceLength.process()
  • SequenceLengthConfig
    • SequenceLengthConfig.model_config
  • SequenceMax
    • SequenceMax.process()
  • SequenceMaxConfig
    • SequenceMaxConfig.default
    • SequenceMaxConfig.model_config
  • SequenceMin
    • SequenceMin.process()
  • SequenceMinConfig
    • SequenceMinConfig.default
    • SequenceMinConfig.model_config
  • SequencePack
    • SequencePack.infer_output_partition()
    • SequencePack.process()
  • SequencePackConfig
    • SequencePackConfig.model_config
    • SequencePackConfig.original_length
    • SequencePackConfig.original_partition
  • SequencePad
    • SequencePad.process()
  • SequencePadConfig
    • SequencePadConfig.length
    • SequencePadConfig.model_config
  • SequenceSum
    • SequenceSum.process()
  • SequenceSumConfig
    • SequenceSumConfig.model_config
  • SequenceUnpack
    • SequenceUnpack.infer_output_partition()
    • SequenceUnpack.process()
  • SequenceUnpackConfig
    • SequenceUnpackConfig.model_config
  • SequenceUnpackWithIndex
    • SequenceUnpackWithIndex.infer_output_partition()
    • SequenceUnpackWithIndex.process()
  • SequenceUnpackWithIndexConfig
    • SequenceUnpackWithIndexConfig.model_config
  • SequenceValueWithIndex
    • SequenceValueWithIndex.index
    • SequenceValueWithIndex.value
  • SequenceZip
    • SequenceZip.process()
  • SequenceZipConfig
    • SequenceZipConfig.model_config
  • SequenceZipMapping
    • SequenceZipMapping.process()
  • SequenceZipMappingConfig
    • SequenceZipMappingConfig.model_config
  • pack_sequence()
  • sequence_get_item()
  • sequence_max()
  • sequence_min()
  • sequence_pad()
  • zip_()
• hyped.core.ops.string module
  • StringAdd
    • StringAdd.process()
  • StringAddConfig
    • StringAddConfig.model_config
  • StringCapitalize
    • StringCapitalize.process()
  • StringCapitalizeConfig
    • StringCapitalizeConfig.model_config
  • StringContains
    • StringContains.process()
  • StringContainsConfig
    • StringContainsConfig.model_config
    • StringContainsConfig.pattern
  • StringEndsWith
    • StringEndsWith.process()
  • StringEndsWithConfig
    • StringEndsWithConfig.model_config
    • StringEndsWithConfig.pattern
  • StringFind
    • StringFind.process()
  • StringFindConfig
    • StringFindConfig.model_config
    • StringFindConfig.pattern
  • StringFormat
    • StringFormat.process()
  • StringFormatConfig
    • StringFormatConfig.model_config
  • StringGetSlice
    • StringGetSlice.process()
  • StringGetSliceConfig
    • StringGetSliceConfig.model_config
    • StringGetSliceConfig.start
    • StringGetSliceConfig.step
    • StringGetSliceConfig.stop
  • StringLeftStrip
    • StringLeftStrip.process()
  • StringLeftStripConfig
    • StringLeftStripConfig.characters
    • StringLeftStripConfig.model_config
  • StringLength
    • StringLength.process()
  • StringLengthConfig
    • StringLengthConfig.model_config
  • StringLower
    • StringLower.process()
  • StringLowerConfig
    • StringLowerConfig.model_config
  • StringMultiply
    • StringMultiply.process()
  • StringMultiplyConfig
    • StringMultiplyConfig.model_config
  • StringReplace
    • StringReplace.process()
  • StringReplaceConfig
    • StringReplaceConfig.count
    • StringReplaceConfig.model_config
    • StringReplaceConfig.pattern
    • StringReplaceConfig.replacement
  • StringRightStrip
    • StringRightStrip.process()
  • StringRightStripConfig
    • StringRightStripConfig.characters
    • StringRightStripConfig.model_config
  • StringSetSlice
    • StringSetSlice.process()
  • StringSetSliceConfig
    • StringSetSliceConfig.model_config
    • StringSetSliceConfig.replacement
    • StringSetSliceConfig.start
    • StringSetSliceConfig.stop
  • StringSplit
    • StringSplit.process()
  • StringSplitConfig
    • StringSplitConfig.max_splits
    • StringSplitConfig.model_config
    • StringSplitConfig.pattern
    • StringSplitConfig.reverse
  • StringStartsWith
    • StringStartsWith.process()
  • StringStartsWithConfig
    • StringStartsWithConfig.model_config
    • StringStartsWithConfig.pattern
  • StringStrip
    • StringStrip.process()
  • StringStripConfig
    • StringStripConfig.characters
    • StringStripConfig.model_config
  • StringSwapCase
    • StringSwapCase.process()
  • StringSwapCaseConfig
    • StringSwapCaseConfig.model_config
  • StringTitle
    • StringTitle.process()
  • StringTitleConfig
    • StringTitleConfig.model_config
  • StringUpper
    • StringUpper.process()
  • StringUpperConfig
    • StringUpperConfig.model_config
  • string_contains()
  • string_endswith()
  • string_find()
  • string_format()
  • string_getitem()
  • string_lstrip()
  • string_replace()
  • string_rstrip()
  • string_setitem()
  • string_split()
  • string_startswith()
  • string_strip()

Module contents

Implementation Core Operations.

hyped.core.ops.cast(typ: Any, val: Any) → Any

Cast a feature to a specified data type.

This function performs a type cast for a value if it is an instance of a Feature. It infers the target data type from the provided type annotation, adds a cast node to the data flow graph, and retrieves the resulting feature.

Parameters:

• typ (Any) – The target type to cast the value to. Typically, this is a type annotation.

• val (Any) – The value to be cast. If the value is not a Feature, it is returned unchanged.

Returns:

The cast value. If the input val is a Feature, the function returns the feature resulting from the cast operation. Otherwise, it returns val unchanged.

Return type:

Any

hyped.core.ops.filter_(value: T, condition: BoolFeature | bool | list[bool] | BooleanScalar | BooleanArray) → T

Filters input values based on a boolean condition using the GlobalFilter augmentor.

Parameters:

• value (T) – The input values to filter.

• condition (Bool) – A boolean array indicating which elements to retain.

Returns:

The filtered values that satisfy the given condition.

Return type:

T

hyped.core.ops.zip_(*args: SequenceFeature[T] | list[T] | list[list[T]] | ListScalar | ListArray) → SequenceFeature[SequenceFeature[T] | list[T] | list[list[T]] | ListScalar | ListArray] | list[SequenceFeature[T] | list[T] | list[list[T]] | ListScalar | ListArray] | list[list[SequenceFeature[T] | list[T] | list[list[T]] | ListScalar | ListArray]] | ListScalar | ListArray

hyped.core.ops.zip_(**kwargs: SequenceFeature[T] | list[T] | list[list[T]] | ListScalar | ListArray) → SequenceFeature[_MappingFeature] | list[_MappingFeature] | list[list[_MappingFeature]] | ListScalar | ListArray

Zip multiple sequences together.

Parameters:

• *args (Sequence) – Sequences to zip together. Must all have the same Value type.

• **kwargs (Sequence) – Sequences to zip together. Can have mixed value types.

Returns:

The zipped sequences. If the input is

a list of sequences the output will be a Sequence[Sequence] too. If the input is a dict of mixed-type sequences, the output will be a Sequence[Mapping].

Return type:

Sequence[Sequence] | Sequence[Mapping]