MANIFEST.in
README.md
pyproject.toml
requirements.txt
setup.py
sarus_data_spec/__init__.py
sarus_data_spec/attribute.py
sarus_data_spec/base.py
sarus_data_spec/bounds.py
sarus_data_spec/constants.py
sarus_data_spec/dataset.py
sarus_data_spec/deprecation.py
sarus_data_spec/factory.py
sarus_data_spec/json_serialisation.py
sarus_data_spec/links.py
sarus_data_spec/marginals.py
sarus_data_spec/multiplicity.py
sarus_data_spec/path.py
sarus_data_spec/predicate.py
sarus_data_spec/py.typed
sarus_data_spec/scalar.py
sarus_data_spec/schema.py
sarus_data_spec/size.py
sarus_data_spec/statistics.py
sarus_data_spec/status.py
sarus_data_spec/transform.py
sarus_data_spec/type.py
sarus_data_spec/typing.py
sarus_data_spec/variant_constraint.py
sarus_data_spec.egg-info/PKG-INFO
sarus_data_spec.egg-info/SOURCES.txt
sarus_data_spec.egg-info/dependency_links.txt
sarus_data_spec.egg-info/requires.txt
sarus_data_spec.egg-info/top_level.txt
sarus_data_spec/arrow/__init__.py
sarus_data_spec/arrow/admin_utils.py
sarus_data_spec/arrow/array.py
sarus_data_spec/arrow/conversion.py
sarus_data_spec/arrow/pandas_utils.py
sarus_data_spec/arrow/schema.py
sarus_data_spec/arrow/type.py
sarus_data_spec/context/__init__.py
sarus_data_spec/context/api.py
sarus_data_spec/context/base.py
sarus_data_spec/context/public.py
sarus_data_spec/context/state.py
sarus_data_spec/context/typing.py
sarus_data_spec/context/worker.py
sarus_data_spec/dataspec_rewriter/__init__.py
sarus_data_spec/dataspec_rewriter/base.py
sarus_data_spec/dataspec_rewriter/graph_query_builder_utils.py
sarus_data_spec/dataspec_rewriter/recursive_rewriter.py
sarus_data_spec/dataspec_rewriter/simple_rules.py
sarus_data_spec/dataspec_rewriter/typing.py
sarus_data_spec/dataspec_rewriter/utils.py
sarus_data_spec/dataspec_validator/__init__.py
sarus_data_spec/dataspec_validator/base.py
sarus_data_spec/dataspec_validator/caching_utils.py
sarus_data_spec/dataspec_validator/parameter_kind.py
sarus_data_spec/dataspec_validator/privacy_limit.py
sarus_data_spec/dataspec_validator/recursive_validator.py
sarus_data_spec/dataspec_validator/signature.py
sarus_data_spec/dataspec_validator/simple_rules.py
sarus_data_spec/dataspec_validator/typing.py
sarus_data_spec/manager/__init__.py
sarus_data_spec/manager/api_manager.py
sarus_data_spec/manager/async_utils.py
sarus_data_spec/manager/base.py
sarus_data_spec/manager/cache_utils.py
sarus_data_spec/manager/private_manager.py
sarus_data_spec/manager/typing.py
sarus_data_spec/manager/worker_manager.py
sarus_data_spec/manager/computations/__init__.py
sarus_data_spec/manager/computations/base.py
sarus_data_spec/manager/computations/local/__init__.py
sarus_data_spec/manager/computations/local/arrow.py
sarus_data_spec/manager/computations/local/base.py
sarus_data_spec/manager/computations/local/bounds.py
sarus_data_spec/manager/computations/local/cache_scalar.py
sarus_data_spec/manager/computations/local/links.py
sarus_data_spec/manager/computations/local/marginals.py
sarus_data_spec/manager/computations/local/multiplicity.py
sarus_data_spec/manager/computations/local/parquet.py
sarus_data_spec/manager/computations/local/push_sql.py
sarus_data_spec/manager/computations/local/schema.py
sarus_data_spec/manager/computations/local/size.py
sarus_data_spec/manager/computations/local/sql.py
sarus_data_spec/manager/computations/local/to_sql.py
sarus_data_spec/manager/computations/local/value.py
sarus_data_spec/manager/computations/remote/__init__.py
sarus_data_spec/manager/computations/remote/arrow.py
sarus_data_spec/manager/computations/remote/base.py
sarus_data_spec/manager/computations/remote/bounds.py
sarus_data_spec/manager/computations/remote/cache_scalar.py
sarus_data_spec/manager/computations/remote/celery_tasks.py
sarus_data_spec/manager/computations/remote/links.py
sarus_data_spec/manager/computations/remote/marginals.py
sarus_data_spec/manager/computations/remote/multiplicity.py
sarus_data_spec/manager/computations/remote/parquet.py
sarus_data_spec/manager/computations/remote/push_sql.py
sarus_data_spec/manager/computations/remote/schema.py
sarus_data_spec/manager/computations/remote/size.py
sarus_data_spec/manager/computations/remote/sql.py
sarus_data_spec/manager/computations/remote/to_sql.py
sarus_data_spec/manager/computations/remote/value.py
sarus_data_spec/manager/ops/__init__.py
sarus_data_spec/manager/ops/base.py
sarus_data_spec/manager/ops/foreign_keys.py
sarus_data_spec/manager/ops/primary_keys.py
sarus_data_spec/manager/ops/processor/__init__.py
sarus_data_spec/manager/ops/processor/routing.py
sarus_data_spec/manager/ops/processor/utils_ops.py
sarus_data_spec/manager/ops/processor/external/__init__.py
sarus_data_spec/manager/ops/processor/external/external_op.py
sarus_data_spec/manager/ops/processor/external/imblearn.py
sarus_data_spec/manager/ops/processor/external/numpy.py
sarus_data_spec/manager/ops/processor/external/optbinning.py
sarus_data_spec/manager/ops/processor/external/pandas_profiling.py
sarus_data_spec/manager/ops/processor/external/scipy.py
sarus_data_spec/manager/ops/processor/external/skopt.py
sarus_data_spec/manager/ops/processor/external/std.py
sarus_data_spec/manager/ops/processor/external/typing.py
sarus_data_spec/manager/ops/processor/external/utils.py
sarus_data_spec/manager/ops/processor/external/xgboost.py
sarus_data_spec/manager/ops/processor/external/pandas/__init__.py
sarus_data_spec/manager/ops/processor/external/pandas/groupby.py
sarus_data_spec/manager/ops/processor/external/pandas/groupby_dp.py
sarus_data_spec/manager/ops/processor/external/pandas/pandas.py
sarus_data_spec/manager/ops/processor/external/pandas/pandas_dp.py
sarus_data_spec/manager/ops/processor/external/shap/Explanation.py
sarus_data_spec/manager/ops/processor/external/shap/__init__.py
sarus_data_spec/manager/ops/processor/external/shap/datasets.py
sarus_data_spec/manager/ops/processor/external/shap/explainer.py
sarus_data_spec/manager/ops/processor/external/shap/maskers.py
sarus_data_spec/manager/ops/processor/external/shap/models.py
sarus_data_spec/manager/ops/processor/external/shap/plots.py
sarus_data_spec/manager/ops/processor/external/shap/utils.py
sarus_data_spec/manager/ops/processor/external/sklearn/__init__.py
sarus_data_spec/manager/ops/processor/external/sklearn/cluster.py
sarus_data_spec/manager/ops/processor/external/sklearn/compose.py
sarus_data_spec/manager/ops/processor/external/sklearn/decomposition.py
sarus_data_spec/manager/ops/processor/external/sklearn/ensemble.py
sarus_data_spec/manager/ops/processor/external/sklearn/impute.py
sarus_data_spec/manager/ops/processor/external/sklearn/inspection.py
sarus_data_spec/manager/ops/processor/external/sklearn/lib.py
sarus_data_spec/manager/ops/processor/external/sklearn/linear_model.py
sarus_data_spec/manager/ops/processor/external/sklearn/metrics.py
sarus_data_spec/manager/ops/processor/external/sklearn/model_selection.py
sarus_data_spec/manager/ops/processor/external/sklearn/pipeline.py
sarus_data_spec/manager/ops/processor/external/sklearn/preprocessing.py
sarus_data_spec/manager/ops/processor/external/sklearn/svm.py
sarus_data_spec/manager/ops/processor/standard/__init__.py
sarus_data_spec/manager/ops/processor/standard/assign_budget.py
sarus_data_spec/manager/ops/processor/standard/budgets_ops.py
sarus_data_spec/manager/ops/processor/standard/derive_seed.py
sarus_data_spec/manager/ops/processor/standard/differentiated_sample.py
sarus_data_spec/manager/ops/processor/standard/error_estimation.py
sarus_data_spec/manager/ops/processor/standard/extract.py
sarus_data_spec/manager/ops/processor/standard/filter.py
sarus_data_spec/manager/ops/processor/standard/get_item.py
sarus_data_spec/manager/ops/processor/standard/group_by_pe.py
sarus_data_spec/manager/ops/processor/standard/inverse_transcode.py
sarus_data_spec/manager/ops/processor/standard/project.py
sarus_data_spec/manager/ops/processor/standard/push_sql.py
sarus_data_spec/manager/ops/processor/standard/sample.py
sarus_data_spec/manager/ops/processor/standard/select_sql_op.py
sarus_data_spec/manager/ops/processor/standard/select_table.py
sarus_data_spec/manager/ops/processor/standard/shuffle.py
sarus_data_spec/manager/ops/processor/standard/standard_op.py
sarus_data_spec/manager/ops/processor/standard/to_small_data.py
sarus_data_spec/manager/ops/processor/standard/visitor_selector.py
sarus_data_spec/manager/ops/processor/standard/llm/__init__.py
sarus_data_spec/manager/ops/processor/standard/llm/finetuning_config.yaml
sarus_data_spec/manager/ops/processor/standard/llm/fit_model.py
sarus_data_spec/manager/ops/processor/standard/llm/generate_from_model.py
sarus_data_spec/manager/ops/processor/standard/llm/sampling_config.yaml
sarus_data_spec/manager/ops/processor/standard/protection_utils/__init__.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/privacy_unit_tracking_paths.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/protection.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/arrow/__init__.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/arrow/arrow.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/arrow/schema.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/sql/__init__.py
sarus_data_spec/manager/ops/processor/standard/protection_utils/sql/utils.py
sarus_data_spec/manager/ops/processor/standard/sampling/__init__.py
sarus_data_spec/manager/ops/processor/standard/sampling/differentiated_sampling_sizes.py
sarus_data_spec/manager/ops/processor/standard/sampling/size_utils.py
sarus_data_spec/manager/ops/processor/standard/sampling/sql.py
sarus_data_spec/manager/ops/processor/standard/select_sql/__init__.py
sarus_data_spec/manager/ops/processor/standard/select_sql/implementation.py
sarus_data_spec/manager/ops/processor/standard/select_sql/rewriting_utils.py
sarus_data_spec/manager/ops/processor/standard/synthetic_data/__init__.py
sarus_data_spec/manager/ops/processor/standard/synthetic_data/config_creation.py
sarus_data_spec/manager/ops/processor/standard/synthetic_data/config_updates.py
sarus_data_spec/manager/ops/processor/standard/synthetic_data/synthetic.py
sarus_data_spec/manager/ops/processor/standard/user_settings/__init__.py
sarus_data_spec/manager/ops/processor/standard/user_settings/automatic.py
sarus_data_spec/manager/ops/processor/standard/user_settings/cast_visitor.py
sarus_data_spec/manager/ops/processor/standard/user_settings/check_visitor.py
sarus_data_spec/manager/ops/processor/standard/user_settings/ranges_inference.py
sarus_data_spec/manager/ops/processor/standard/user_settings/relationship_spec.py
sarus_data_spec/manager/ops/processor/standard/user_settings/type_inference_models.py
sarus_data_spec/manager/ops/processor/standard/user_settings/types_inference.py
sarus_data_spec/manager/ops/processor/standard/user_settings/user_settings.py
sarus_data_spec/manager/ops/processor/standard/user_settings/utils.py
sarus_data_spec/manager/ops/processor/standard/user_settings/validated.py
sarus_data_spec/manager/ops/processor/standard/user_settings/validated_sql.py
sarus_data_spec/manager/ops/processor/standard/user_settings/sql/__init__.py
sarus_data_spec/manager/ops/processor/standard/user_settings/sql/cast_visitor.py
sarus_data_spec/manager/ops/processor/standard/user_settings/sql/ranges_inference.py
sarus_data_spec/manager/ops/processor/standard/user_settings/sql/types_inference.py
sarus_data_spec/manager/ops/source/__init__.py
sarus_data_spec/manager/ops/source/huggingface.py
sarus_data_spec/manager/ops/source/marginals.py
sarus_data_spec/manager/ops/source/pretrained_model.py
sarus_data_spec/manager/ops/source/privacy_params.py
sarus_data_spec/manager/ops/source/query_builder.py
sarus_data_spec/manager/ops/source/random_seed.py
sarus_data_spec/manager/ops/source/routing.py
sarus_data_spec/manager/ops/source/sql_source.py
sarus_data_spec/manager/ops/source/to_sql.py
sarus_data_spec/manager/ops/source/csv/__init__.py
sarus_data_spec/manager/ops/source/csv/arrow.py
sarus_data_spec/manager/ops/source/csv/inference.py
sarus_data_spec/manager/ops/source/csv/schema.py
sarus_data_spec/manager/ops/source/sql/__init__.py
sarus_data_spec/manager/ops/source/sql/arrow.py
sarus_data_spec/manager/ops/source/sql/schema.py
sarus_data_spec/manager/ops/source/sql/type.py
sarus_data_spec/manager/ops/sql_utils/__init__.py
sarus_data_spec/manager/ops/sql_utils/bigdata.py
sarus_data_spec/manager/ops/sql_utils/pyqrlew_utils.py
sarus_data_spec/manager/ops/sql_utils/queries.py
sarus_data_spec/manager/ops/sql_utils/schema_translations.py
sarus_data_spec/manager/ops/sql_utils/table_mapping.py
sarus_data_spec/manager/ops/sql_utils/type_mapping.py
sarus_data_spec/manager/ops/tensorflow/__init__.py
sarus_data_spec/manager/ops/tensorflow/features.py
sarus_data_spec/manager/ops/tensorflow/tensorflow_visitor.py
sarus_data_spec/protobuf/__init__.py
sarus_data_spec/protobuf/attribute.proto
sarus_data_spec/protobuf/attribute_pb2.py
sarus_data_spec/protobuf/attribute_pb2.pyi
sarus_data_spec/protobuf/bounds.proto
sarus_data_spec/protobuf/bounds_pb2.py
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sarus_data_spec/protobuf/constraint.proto
sarus_data_spec/protobuf/constraint_pb2.py
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sarus_data_spec/protobuf/dataset.proto
sarus_data_spec/protobuf/dataset_pb2.py
sarus_data_spec/protobuf/dataset_pb2.pyi
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sarus_data_spec/protobuf/manager.proto
sarus_data_spec/protobuf/manager_pb2.py
sarus_data_spec/protobuf/manager_pb2.pyi
sarus_data_spec/protobuf/marginals.proto
sarus_data_spec/protobuf/marginals_pb2.py
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sarus_data_spec/protobuf/multiplicity.proto
sarus_data_spec/protobuf/path.proto
sarus_data_spec/protobuf/path_pb2.py
sarus_data_spec/protobuf/path_pb2.pyi
sarus_data_spec/protobuf/predicate.proto
sarus_data_spec/protobuf/predicate_pb2.py
sarus_data_spec/protobuf/predicate_pb2.pyi
sarus_data_spec/protobuf/proto_container.proto
sarus_data_spec/protobuf/relation.proto
sarus_data_spec/protobuf/relation_pb2.py
sarus_data_spec/protobuf/relation_pb2.pyi
sarus_data_spec/protobuf/scalar.proto
sarus_data_spec/protobuf/scalar_pb2.py
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sarus_data_spec/protobuf/schema.proto
sarus_data_spec/protobuf/schema_pb2.py
sarus_data_spec/protobuf/schema_pb2.pyi
sarus_data_spec/protobuf/size.proto
sarus_data_spec/protobuf/size_pb2.py
sarus_data_spec/protobuf/size_pb2.pyi
sarus_data_spec/protobuf/statistics.proto
sarus_data_spec/protobuf/statistics_pb2.py
sarus_data_spec/protobuf/statistics_pb2.pyi
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sarus_data_spec/protobuf/status_pb2.py
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sarus_data_spec/protobuf/transform_pb2.py
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sarus_data_spec/protobuf/type.proto
sarus_data_spec/protobuf/type_pb2.py
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sarus_data_spec/protobuf/typing.py
sarus_data_spec/protobuf/utilities.py
sarus_data_spec/sarus_query_builder/__init__.py
sarus_data_spec/sarus_query_builder/py.typed
sarus_data_spec/sarus_query_builder/builders/__init__.py
sarus_data_spec/sarus_query_builder/builders/bounds_builder.py
sarus_data_spec/sarus_query_builder/builders/composed_builder.py
sarus_data_spec/sarus_query_builder/builders/corr_builder.py
sarus_data_spec/sarus_query_builder/builders/covariance_builder.py
sarus_data_spec/sarus_query_builder/builders/dpsgd_builder.py
sarus_data_spec/sarus_query_builder/builders/links_builder.py
sarus_data_spec/sarus_query_builder/builders/marginals_builder.py
sarus_data_spec/sarus_query_builder/builders/max_multiplicity_builder.py
sarus_data_spec/sarus_query_builder/builders/mean_builder.py
sarus_data_spec/sarus_query_builder/builders/median_builder.py
sarus_data_spec/sarus_query_builder/builders/size_builder.py
sarus_data_spec/sarus_query_builder/builders/sql_builder.py
sarus_data_spec/sarus_query_builder/builders/standard_mechanisms_builder.py
sarus_data_spec/sarus_query_builder/builders/std_builder.py
sarus_data_spec/sarus_query_builder/builders/sum_builder.py
sarus_data_spec/sarus_query_builder/builders/synthetic_builder.py
sarus_data_spec/sarus_query_builder/builders/tau_thresholding_builder.py
sarus_data_spec/sarus_query_builder/builders/xgboost_builder.py
sarus_data_spec/sarus_query_builder/core/__init__.py
sarus_data_spec/sarus_query_builder/core/core.py
sarus_data_spec/sarus_query_builder/core/typing.py
sarus_data_spec/sarus_query_builder/optimization/__init__.py
sarus_data_spec/sarus_query_builder/optimization/bisection.py
sarus_data_spec/sarus_query_builder/protobuf/__init__.py
sarus_data_spec/sarus_query_builder/protobuf/query_pb2.py
sarus_data_spec/sarus_query_builder/protobuf/query_pb2.pyi
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sarus_data_spec/sarus_statistics/__init__.py
sarus_data_spec/sarus_statistics/py.typed
sarus_data_spec/sarus_statistics/ops/__init__.py
sarus_data_spec/sarus_statistics/ops/base.py
sarus_data_spec/sarus_statistics/ops/data_utils.py
sarus_data_spec/sarus_statistics/ops/bounds/__init__.py
sarus_data_spec/sarus_statistics/ops/bounds/op.py
sarus_data_spec/sarus_statistics/ops/bounds/sql.py
sarus_data_spec/sarus_statistics/ops/corr/__init__.py
sarus_data_spec/sarus_statistics/ops/corr/op.py
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sarus_data_spec/sarus_statistics/ops/covariance/op.py
sarus_data_spec/sarus_statistics/ops/histograms/__init__.py
sarus_data_spec/sarus_statistics/ops/histograms/op.py
sarus_data_spec/sarus_statistics/ops/links/__init__.py
sarus_data_spec/sarus_statistics/ops/links/local.py
sarus_data_spec/sarus_statistics/ops/max_multiplicity/__init__.py
sarus_data_spec/sarus_statistics/ops/max_multiplicity/op.py
sarus_data_spec/sarus_statistics/ops/mean/__init__.py
sarus_data_spec/sarus_statistics/ops/mean/op.py
sarus_data_spec/sarus_statistics/ops/median/__init__.py
sarus_data_spec/sarus_statistics/ops/median/op.py
sarus_data_spec/sarus_statistics/ops/std/__init__.py
sarus_data_spec/sarus_statistics/ops/std/op.py
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sarus_data_spec/sarus_statistics/ops/sum/op.py
sarus_data_spec/sarus_statistics/ops/tau_thresholding/__init__.py
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sarus_data_spec/sarus_statistics/tasks/__init__.py
sarus_data_spec/sarus_statistics/tasks/base.py
sarus_data_spec/sarus_statistics/tasks/big_data_utils.py
sarus_data_spec/sarus_statistics/tasks/utils.py
sarus_data_spec/sarus_statistics/tasks/bounds/__init__.py
sarus_data_spec/sarus_statistics/tasks/bounds/base.py
sarus_data_spec/sarus_statistics/tasks/bounds/visitor.py
sarus_data_spec/sarus_statistics/tasks/bounds/visitor_sql.py
sarus_data_spec/sarus_statistics/tasks/links/__init__.py
sarus_data_spec/sarus_statistics/tasks/links/links.py
sarus_data_spec/sarus_statistics/tasks/links/links_sql.py
sarus_data_spec/sarus_statistics/tasks/links/queries.py
sarus_data_spec/sarus_statistics/tasks/links/visitor_foreign_keys.py
sarus_data_spec/sarus_statistics/tasks/links/visitor_foreign_keys_sql.py
sarus_data_spec/sarus_statistics/tasks/marginals/__init__.py
sarus_data_spec/sarus_statistics/tasks/marginals/base.py
sarus_data_spec/sarus_statistics/tasks/marginals/utils.py
sarus_data_spec/sarus_statistics/tasks/marginals/visitor.py
sarus_data_spec/sarus_statistics/tasks/marginals/visitor_sql.py
sarus_data_spec/sarus_statistics/tasks/max_multiplicity/__init__.py
sarus_data_spec/sarus_statistics/tasks/max_multiplicity/base.py
sarus_data_spec/sarus_statistics/tasks/max_multiplicity/visitor.py
sarus_data_spec/sarus_statistics/tasks/size/__init__.py
sarus_data_spec/sarus_statistics/tasks/size/base.py
sarus_data_spec/sarus_statistics/tasks/size/sample_visitor.py
sarus_data_spec/sarus_statistics/tasks/size/utils.py
sarus_data_spec/sarus_statistics/tasks/size/visitor.py
sarus_data_spec/spark/__init__.py
sarus_data_spec/spark/schema.py
sarus_data_spec/storage/__init__.py
sarus_data_spec/storage/local.py
sarus_data_spec/storage/sql.py
sarus_data_spec/storage/typing.py
sarus_data_spec/storage/utils.py