tfds.core.BuilderConfig
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Base class for DatasetBuilder data configuration.
tfds.core.BuilderConfig(
name: str,
version: Optional[VersionOrStr] = None,
release_notes: Optional[Dict[str, str]] = None,
supported_versions: List[VersionOrStr] = dataclasses.field(default_factory=list),
description: Optional[str] = None,
tags: List[str] = dataclasses.field(default_factory=list)
)
DatasetBuilder subclasses with data configuration options should subclass
BuilderConfig and add their own properties.
Attributes |
|---|
name
|
The name of the config.
|
version
|
The version of the config.
|
release_notes
|
A dictionary associating versions to changes.
|
supported_versions
|
A list of versions which this Builder Config supports.
|
description
|
a human description of the config.
|
tags
|
[Experimental] a list of freeform tags applying to the config. This is
not used by TFDS, but can be retrieved later from a ConfigBuilder
instance.
|
Methods
from_dataset_info
View source
@classmethod
from_dataset_info(
info_proto: dataset_info_pb2.DatasetInfo
) -> Optional['BuilderConfig']
Instantiates a BuilderConfig from the given proto.
| Args |
|---|
info_proto
|
DatasetInfo proto which documents the requested dataset
config, including its name, version, and features.
|
| Returns |
|---|
|
A BuilderConfig for the requested config.
|
Class Variables |
|---|
|
description
|
None
|
|
release_notes
|
None
|
|
version
|
None
|
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Last updated 2024-04-26 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-04-26 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]
View source on GitHub