Dataset
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
A workspace for solving a single, particular machine learning (ML) problem. A workspace contains examples that may be annotated.
This message has oneof
_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes
Name
Description
translation_dataset_metadata
google.cloud.automl_v1.types.TranslationDatasetMetadata
Metadata for a dataset used for translation. This field is a member of
oneof
_ dataset_metadata
.image_classification_dataset_metadata
google.cloud.automl_v1.types.ImageClassificationDatasetMetadata
Metadata for a dataset used for image classification. This field is a member of
oneof
_ dataset_metadata
.text_classification_dataset_metadata
google.cloud.automl_v1.types.TextClassificationDatasetMetadata
Metadata for a dataset used for text classification. This field is a member of
oneof
_ dataset_metadata
.image_object_detection_dataset_metadata
google.cloud.automl_v1.types.ImageObjectDetectionDatasetMetadata
Metadata for a dataset used for image object detection. This field is a member of
oneof
_ dataset_metadata
.text_extraction_dataset_metadata
google.cloud.automl_v1.types.TextExtractionDatasetMetadata
Metadata for a dataset used for text extraction. This field is a member of
oneof
_ dataset_metadata
.text_sentiment_dataset_metadata
google.cloud.automl_v1.types.TextSentimentDatasetMetadata
Metadata for a dataset used for text sentiment. This field is a member of
oneof
_ dataset_metadata
.name
str
Output only. The resource name of the dataset. Form:
projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
display_name
str
Required. The name of the dataset to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9.
description
str
User-provided description of the dataset. The description can be up to 25000 characters long.
example_count
int
Output only. The number of examples in the dataset.
create_time
google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this dataset was created.
etag
str
Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels
MutableMapping[str, str]
Optional. The labels with user-defined metadata to organize your dataset. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. Label values are optional. Label keys must start with a letter. See https://goo.gl/xmQnxf for more information on and examples of labels.
Classes
LabelsEntry
LabelsEntry
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
The abstract base class for a message.
Parameters
Name
Description
kwargs
dict
Keys and values corresponding to the fields of the message.
mapping
Union[dict, .Message
]
A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if mapping
is a mapping type or there are keyword parameters.
