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Please name your PR after the issue it closes. You can use the following line: "Closes #ISSUE-NUMBER" where you replace the ISSUE-NUMBER with the one corresponding to your dataset.
If the following information is NOT present in the issue, please populate:
Checkbox
biodatasets/my_dataset/my_dataset.py
(please use only lowercase and underscore for dataset naming)._CITATION
,_DATASETNAME
,_DESCRIPTION
,_HOMEPAGE
,_LICENSE
,_URLs
,_SUPPORTED_TASKS
,_SOURCE_VERSION
, and_BIGBIO_VERSION
variables._info()
,_split_generators()
and_generate_examples()
in dataloader script.BUILDER_CONFIGS
class attribute is a list with at least oneBigBioConfig
for the source schema and one for a bigbio schema.datasets.load_dataset
function.python -m tests.test_bigbio biodatasets/my_dataset/my_dataset.py
.INFO:main:self.PATH: biodatasets/why_qa/why_qa.py
INFO:main:self.SUBSET_ID: why_qa
INFO:main:self.SCHEMA: None
INFO:main:self.DATA_DIR: /n2c2-community-annotations_2010-fan-why-QA.zip
INFO:main:Checking for _SUPPORTED_TASKS ...
INFO:main:Found _SUPPORTED_TASKS=[<Tasks.QUESTION_ANSWERING: 'QA'>]
INFO:main:_SUPPORTED_TASKS implies _MAPPED_SCHEMAS={'QA'}
INFO:main:schemas_to_check: {'QA'}
INFO:main:Checking load_dataset with config name why_qa_source
WARNING:datasets.builder:Using custom data configuration why_qa_source-e19a1d19cd3b66be
WARNING:datasets.builder:Reusing dataset why_qa_dataset (C:\Users\franc.cache\huggingface\datasets\why_qa_dataset\why_qa_source-e19a1d19cd3b66be\1.0.0\ec02e5a9a780df1b7936db1790c78fd0f075011437d01c3759501a2e5148c8a8)
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INFO:main:Checking load_dataset with config name why_qa_bigbio_qa
WARNING:datasets.builder:Using custom data configuration why_qa_bigbio_qa-e19a1d19cd3b66be
WARNING:datasets.builder:Reusing dataset why_qa_dataset (C:\Users\franc.cache\huggingface\datasets\why_qa_dataset\why_qa_bigbio_qa-e19a1d19cd3b66be\1.0.0\ec02e5a9a780df1b7936db1790c78fd0f075011437d01c3759501a2e5148c8a8)
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INFO:main:Checking global ID uniqueness
INFO:main:Found 0 unique IDs
INFO:main:Gathering schema statistics
INFO:main:Gathering schema statistics
train
INFO:main:QA ONLY: Checking multiple choice
.
Ran 1 test in 0.062s
OK