datumaro.components.errors#

Exceptions

`AnnotationExportError`(item_id)	Method generated by attrs for class ItemExportError.
`AnnotationImportError`(item_id)	Method generated by attrs for class ItemImportError.
`AnnotationTypeError`
`AnnotationsTooCloseError`(item_id, a, b, distance)	Method generated by attrs for class AnnotationsTooCloseError.
`AttributeDefinedButNotFound`(severity, ...)	Method generated by attrs for class AttributeDefinedButNotFound.
`BrokenAnnotation`(severity, item_id, subset, ...)	Method generated by attrs for class BrokenAnnotation.
`CategoriesRedefinedError`
`ConflictingCategoriesError`([msg, sources])
`DatasetError`
`DatasetExportError`
`DatasetImportError`
`DatasetInfosRedefinedError`
`DatasetItemValidationError`(severity, ...)	Method generated by attrs for class DatasetItemValidationError.
`DatasetMergeError`([msg, sources])
`DatasetNotFoundError`(path, format[, template])	Method generated by attrs for class DatasetNotFoundError.
`DatasetQualityError`
`DatasetValidationError`(severity)	Method generated by attrs for class DatasetValidationError.
`DatumaroError`
`EmptyCaption`(severity, item_id, subset, ...)	Method generated by attrs for class EmptyCaption.
`EmptyCommitError`
`EmptyLabel`(severity, item_id, subset, label_name)	Method generated by attrs for class EmptyLabel.
`EmptyPipelineError`
`FailedAttrVotingError`(item_id, attr, votes, ...)	Method generated by attrs for class FailedAttrVotingError.
`FailedLabelVotingError`(item_id, votes[, ...])	Method generated by attrs for class FailedLabelVotingError.
`FarFromAttrMean`(severity, item_id, subset, ...)	Method generated by attrs for class FarFromAttrMean.
`FarFromCaptionMean`(severity, item_id, ...)	Method generated by attrs for class FarFromCaptionMean.
`FarFromLabelMean`(severity, item_id, subset, ...)	Method generated by attrs for class FarFromLabelMean.
`FewSamplesInAttribute`(severity, label_name, ...)	Method generated by attrs for class FewSamplesInAttribute.
`FewSamplesInCaption`(severity, caption_name, ...)	Method generated by attrs for class FewSamplesInCaption.
`FewSamplesInLabel`(severity, label_name, count)	Method generated by attrs for class FewSamplesInLabel.
`ForeignChangesError`
`ImbalancedAttribute`(severity, label_name, ...)	Method generated by attrs for class ImbalancedAttribute.
`ImbalancedCaptions`(severity)	Method generated by attrs for class ImbalancedCaptions.
`ImbalancedDistInAttribute`(severity, ...)	Method generated by attrs for class ImbalancedDistInAttribute.
`ImbalancedDistInCaption`(severity, caption_name)	Method generated by attrs for class ImbalancedDistInCaption.
`ImbalancedDistInLabel`(severity, label_name, prop)	Method generated by attrs for class ImbalancedDistInLabel.
`ImbalancedLabels`(severity)	Method generated by attrs for class ImbalancedLabels.
`ImmutableObjectError`
`InvalidAnnotationError`	A basic dataset parsing error.
`InvalidFieldError`(name)	Method generated by attrs for class InvalidFieldError.
`InvalidFieldTypeError`(name, actual, expected)	Method generated by attrs for class InvalidFieldTypeError.
`InvalidPipelineError`
`InvalidStageError`
`InvalidValue`(severity, item_id, subset, ...)	Method generated by attrs for class InvalidValue.
`ItemExportError`(item_id)	Represents additional item error info.
`ItemImportError`(item_id)	Wraps a dataset parsing error and provides additional error context info.
`LabelDefinedButNotFound`(severity, label_name)	Method generated by attrs for class LabelDefinedButNotFound.
`MediaShapeError`
`MediaTypeError`
`MigrationError`
`MismatchingAttributesError`(item_id, key, a, b, *)	Method generated by attrs for class MismatchingAttributesError.
`MismatchingImageInfoError`(item_id, a, b, *)	Method generated by attrs for class MismatchingImageInfoError.
`MismatchingMediaError`(item_id, a, b, *[, ...])	Method generated by attrs for class MismatchingMediaError.
`MismatchingMediaPathError`(item_id, a, b, *)	Method generated by attrs for class MismatchingMediaPathError.
`MismatchingObjectError`
`MissingAnnotation`(severity, item_id, subset, ...)	Method generated by attrs for class MissingAnnotation.
`MissingAttribute`(severity, item_id, subset, ...)	Method generated by attrs for class MissingAttribute.
`MissingFieldError`(name)	Method generated by attrs for class MissingFieldError.
`MissingLabelCategories`(severity)	Method generated by attrs for class MissingLabelCategories.
`MissingObjectError`
`MissingPipelineHeadError`
`MissingSourceHashError`
`MultiLabelAnnotations`(severity, item_id, subset)	Method generated by attrs for class MultiLabelAnnotations.
`MultipleFormatsMatchError`(formats)	Method generated by attrs for class MultipleFormatsMatchError.
`MultiplePipelineHeadsError`
`NegativeLength`(severity, item_id, subset, ...)	Method generated by attrs for class NegativeLength.
`NoMatchingAnnError`(item_id, ann, *[, sources])	Method generated by attrs for class NoMatchingAnnError.
`NoMatchingFormatsError`
`NoMatchingItemError`(item_id, *[, sources])	Method generated by attrs for class NoMatchingItemError.
`NotAvailableError`
`OldProjectError`
`OnlyOneAttributeValue`(severity, label_name, ...)	Method generated by attrs for class OnlyOneAttributeValue.
`OnlyOneLabel`(severity, label_name)	Method generated by attrs for class OnlyOneLabel.
`OutlierInCaption`(severity, item_id, subset, ...)	Method generated by attrs for class OutlierInCaption.
`PathOutsideSourceError`
`PathSeparatorInSubsetNameError`(subset)	Method generated by attrs for class PathSeparatorInSubsetNameError.
`PipelineError`
`ProjectAlreadyExists`(path)	Method generated by attrs for class ProjectAlreadyExists.
`ProjectNotFoundError`(path)	Method generated by attrs for class ProjectNotFoundError.
`ReadonlyDatasetError`
`ReadonlyProjectError`
`RedundanciesInCaption`(severity, ...)	Method generated by attrs for class RedundanciesInCaption.
`RepeatedItemError`(item_id)	Method generated by attrs for class RepeatedItemError.
`SourceExistsError`(name)	Method generated by attrs for class SourceExistsError.
`SourceUrlInsideProjectError`
`StreamedItemError`()	Method generated by attrs for class StreamedItemError.
`UndeclaredLabelError`(id)	Method generated by attrs for class UndeclaredLabelError.
`UndefinedAttribute`(severity, item_id, ...)	Method generated by attrs for class UndefinedAttribute.
`UndefinedLabel`(severity, item_id, subset, ...)	Method generated by attrs for class UndefinedLabel.
`UnexpectedUrlError`
`UnknownFormatError`(format)	Method generated by attrs for class UnknownFormatError.
`UnknownRefError`(ref)	Method generated by attrs for class UnknownRefError.
`UnknownSourceError`(name)	Method generated by attrs for class UnknownSourceError.
`UnknownStageError`
`UnknownTargetError`(name)	Method generated by attrs for class UnknownTargetError.
`UnsavedChangesError`(paths)	Method generated by attrs for class UnsavedChangesError.
`VcsAlreadyExists`(path)	Method generated by attrs for class VcsAlreadyExists.
`VcsError`
`VideoMergeError`(item_id, *[, sources])	Method generated by attrs for class VideoMergeError.
`WrongGroupError`(item_id, found, expected, group)	Method generated by attrs for class WrongGroupError.

exception datumaro.components.errors.ImmutableObjectError[source]#: Bases: Exception

exception datumaro.components.errors.DatumaroError[source]#: Bases: Exception

exception datumaro.components.errors.VcsError[source]#: Bases: DatumaroError

exception datumaro.components.errors.ReadonlyDatasetError[source]#: Bases: VcsError

exception datumaro.components.errors.ReadonlyProjectError[source]#: Bases: VcsError

exception datumaro.components.errors.UnknownRefError(ref)[source]#

Bases: VcsError

Method generated by attrs for class UnknownRefError.

ref#

exception datumaro.components.errors.MissingObjectError[source]#: Bases: VcsError

exception datumaro.components.errors.MismatchingObjectError[source]#: Bases: VcsError

exception datumaro.components.errors.UnsavedChangesError(paths)[source]#

Bases: VcsError

Method generated by attrs for class UnsavedChangesError.

paths#

exception datumaro.components.errors.ForeignChangesError[source]#: Bases: VcsError

exception datumaro.components.errors.EmptyCommitError[source]#: Bases: VcsError

exception datumaro.components.errors.PathOutsideSourceError[source]#: Bases: VcsError

exception datumaro.components.errors.SourceUrlInsideProjectError[source]#: Bases: VcsError

exception datumaro.components.errors.UnexpectedUrlError[source]#: Bases: VcsError

exception datumaro.components.errors.MissingSourceHashError[source]#: Bases: VcsError

exception datumaro.components.errors.PipelineError[source]#: Bases: DatumaroError

exception datumaro.components.errors.InvalidPipelineError[source]#: Bases: PipelineError

exception datumaro.components.errors.EmptyPipelineError[source]#: Bases: InvalidPipelineError

exception datumaro.components.errors.MultiplePipelineHeadsError[source]#: Bases: InvalidPipelineError

exception datumaro.components.errors.MissingPipelineHeadError[source]#: Bases: InvalidPipelineError

exception datumaro.components.errors.InvalidStageError[source]#: Bases: InvalidPipelineError

exception datumaro.components.errors.UnknownStageError[source]#: Bases: InvalidStageError

exception datumaro.components.errors.MigrationError[source]#: Bases: DatumaroError

exception datumaro.components.errors.OldProjectError[source]#: Bases: DatumaroError

exception datumaro.components.errors.NotAvailableError[source]#: Bases: DatumaroError

exception datumaro.components.errors.ProjectNotFoundError(path)[source]#

Bases: DatumaroError

Method generated by attrs for class ProjectNotFoundError.

path#

exception datumaro.components.errors.ProjectAlreadyExists(path)[source]#

Bases: DatumaroError

Method generated by attrs for class ProjectAlreadyExists.

path#

exception datumaro.components.errors.VcsAlreadyExists(path)[source]#

Bases: DatumaroError

Method generated by attrs for class VcsAlreadyExists.

path#

exception datumaro.components.errors.UnknownSourceError(name)[source]#

Bases: DatumaroError

Method generated by attrs for class UnknownSourceError.

name#

exception datumaro.components.errors.UnknownTargetError(name)[source]#

Bases: DatumaroError

Method generated by attrs for class UnknownTargetError.

name#

exception datumaro.components.errors.UnknownFormatError(format)[source]#

Bases: DatumaroError

Method generated by attrs for class UnknownFormatError.

format#

exception datumaro.components.errors.SourceExistsError(name)[source]#

Bases: DatumaroError

Method generated by attrs for class SourceExistsError.

name#

exception datumaro.components.errors.DatasetExportError[source]#: Bases: DatumaroError

exception datumaro.components.errors.ItemExportError(item_id: Tuple[str, str])[source]#

Bases: DatasetExportError

Represents additional item error info. The error itself is supposed to be in the __cause__ member.

Method generated by attrs for class ItemExportError.

item_id: Tuple[str, str]#

exception datumaro.components.errors.AnnotationExportError(item_id: Tuple[str, str])[source]#

Bases: ItemExportError

Method generated by attrs for class ItemExportError.

item_id: Tuple[str, str]#

exception datumaro.components.errors.DatasetImportError[source]#: Bases: DatumaroError

exception datumaro.components.errors.InvalidAnnotationError[source]#

Bases: DatasetImportError

A basic dataset parsing error. Should include the problem description in the message.

exception datumaro.components.errors.InvalidFieldError(name: str)[source]#

Bases: InvalidAnnotationError

Method generated by attrs for class InvalidFieldError.

name: str#: Field name

exception datumaro.components.errors.InvalidFieldTypeError(name: str, actual: str, expected: Tuple[str])[source]#

Bases: InvalidFieldError

Method generated by attrs for class InvalidFieldTypeError.

actual: str#: Actual type of the field

expected: Tuple[str]#: The list of expected types of the field

exception datumaro.components.errors.MissingFieldError(name: str)[source]#

Bases: InvalidFieldError

Method generated by attrs for class MissingFieldError.

exception datumaro.components.errors.UndeclaredLabelError(id: str)[source]#

Bases: InvalidAnnotationError

Method generated by attrs for class UndeclaredLabelError.

id: str#: Index or name

exception datumaro.components.errors.ItemImportError(item_id: Tuple[str | None, str | None])[source]#

Bases: DatasetImportError

Wraps a dataset parsing error and provides additional error context info. The error itself is supposed to be in the __cause__ member.

Method generated by attrs for class ItemImportError.

item_id: Tuple[str | None, str | None]#: (id, subset) of the item with problem. If id or subset cannot be reported, such field is set to None.

exception datumaro.components.errors.AnnotationImportError(item_id: Tuple[str | None, str | None])[source]#

Bases: ItemImportError

Method generated by attrs for class ItemImportError.

item_id: Tuple[str | None, str | None]#: (id, subset) of the item with problem. If id or subset cannot be reported, such field is set to None.

exception datumaro.components.errors.DatasetNotFoundError(path: str, format: str, template: str = "Failed to find dataset '{format}' at '{path}'")[source]#

Bases: DatasetImportError

Method generated by attrs for class DatasetNotFoundError.

path: str#

format: str#

template: str#

exception datumaro.components.errors.MultipleFormatsMatchError(formats)[source]#

Bases: DatasetImportError

Method generated by attrs for class MultipleFormatsMatchError.

formats#

exception datumaro.components.errors.NoMatchingFormatsError[source]#: Bases: DatasetImportError

exception datumaro.components.errors.DatasetError[source]#: Bases: DatumaroError

exception datumaro.components.errors.AnnotationTypeError[source]#: Bases: DatumaroError

exception datumaro.components.errors.MediaTypeError[source]#: Bases: DatumaroError

exception datumaro.components.errors.MediaShapeError[source]#: Bases: DatumaroError

exception datumaro.components.errors.DatasetInfosRedefinedError[source]#: Bases: DatasetError

exception datumaro.components.errors.CategoriesRedefinedError[source]#: Bases: DatasetError

exception datumaro.components.errors.RepeatedItemError(item_id)[source]#

Bases: DatasetError

Method generated by attrs for class RepeatedItemError.

item_id#

exception datumaro.components.errors.PathSeparatorInSubsetNameError(subset: str)[source]#

Bases: DatasetError

Method generated by attrs for class PathSeparatorInSubsetNameError.

subset: str#

exception datumaro.components.errors.DatasetQualityError[source]#: Bases: DatasetError

exception datumaro.components.errors.AnnotationsTooCloseError(item_id, a, b, distance)[source]#

Bases: DatasetQualityError

Method generated by attrs for class AnnotationsTooCloseError.

item_id#

a#

b#

distance#

exception datumaro.components.errors.WrongGroupError(item_id, found, expected, group)[source]#

Bases: DatasetQualityError

Method generated by attrs for class WrongGroupError.

item_id#

found#

expected#

group#

exception datumaro.components.errors.DatasetMergeError(msg=None, *, sources=None)[source]#

Bases: DatasetError

sources#

exception datumaro.components.errors.MismatchingImageInfoError(item_id: Tuple[str, str], a: Tuple[int, int], b: Tuple[int, int], *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class MismatchingImageInfoError.

item_id: Tuple[str, str]#

a: Tuple[int, int]#

b: Tuple[int, int]#

exception datumaro.components.errors.MismatchingMediaPathError(item_id: Tuple[str, str], a: str, b: str, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class MismatchingMediaPathError.

item_id: Tuple[str, str]#

a: str#

b: str#

exception datumaro.components.errors.MismatchingMediaError(item_id: Tuple[str, str], a: Any, b: Any, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class MismatchingMediaError.

item_id: Tuple[str, str]#

a: Any#

b: Any#

exception datumaro.components.errors.MismatchingAttributesError(item_id: Tuple[str, str], key: str, a: Any, b: Any, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class MismatchingAttributesError.

item_id: Tuple[str, str]#

key: str#

a: Any#

b: Any#

exception datumaro.components.errors.ConflictingCategoriesError(msg=None, *, sources=None)[source]#

Bases: DatasetMergeError

sources#

exception datumaro.components.errors.NoMatchingAnnError(item_id, ann, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class NoMatchingAnnError.

item_id#

ann#

exception datumaro.components.errors.NoMatchingItemError(item_id, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class NoMatchingItemError.

item_id#

exception datumaro.components.errors.FailedLabelVotingError(item_id, votes, ann=None, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class FailedLabelVotingError.

item_id#

votes#

ann#

exception datumaro.components.errors.FailedAttrVotingError(item_id, attr, votes, ann, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class FailedAttrVotingError.

item_id#

attr#

votes#

ann#

exception datumaro.components.errors.VideoMergeError(item_id, *, sources=_Nothing.NOTHING)[source]#

Bases: DatasetMergeError

Method generated by attrs for class VideoMergeError.

item_id#

exception datumaro.components.errors.DatasetValidationError(severity)[source]#

Bases: DatumaroError

Method generated by attrs for class DatasetValidationError.

severity#

to_dict()[source]#

exception datumaro.components.errors.DatasetItemValidationError(severity, item_id, subset)[source]#