class Config(Task.Config):
features: QueryDocumentPairwiseRanking.ModelInputConfig = (
QueryDocumentPairwiseRanking.ModelInputConfig())
model: QueryDocumentPairwiseRankingModel.Config = (
QueryDocumentPairwiseRankingModel.Config())
data_handler: QueryDocumentPairwiseRankingDataHandler.Config = (
QueryDocumentPairwiseRankingDataHandler.Config())
trainer: Trainer.Config = Trainer.Config()
labels: Optional[DocLabelConfig] = None
metric_reporter: PairwiseRankingMetricReporter.Config = (
PairwiseRankingMetricReporter.Config())
def setUp(self):
simple_featurizer_config = SimpleFeaturizer.Config()
simple_featurizer_config.split_regex = r""
simple_featurizer_config.convert_to_bytes = True
self.data_handler = QueryDocumentPairwiseRankingDataHandler.from_config(
QueryDocumentPairwiseRankingDataHandler.Config(),
ModelInputConfig(),
[],
featurizer=SimpleFeaturizer.from_config(simple_featurizer_config,
FeatureConfig()),
)
def setup_data(self):
simple_featurizer_config = SimpleFeaturizer.Config()
simple_featurizer_config.split_regex = r""
simple_featurizer_config.convert_to_bytes = True
self.data_handler = QueryDocumentPairwiseRankingDataHandler.from_config(
QueryDocumentPairwiseRankingDataHandler.Config(),
ModelInputConfig(),
[],
featurizer=SimpleFeaturizer.from_config(simple_featurizer_config,
FeatureConfig()),
)
self.file_name = tests_module.test_file(
"query_document_pairwise_ranking_tiny.tsv")
self.data_handler.shuffle = False
self.data_handler.init_metadata_from_path(self.file_name,
self.file_name,
self.file_name)