.cruft.json
.gitattributes
.gitignore
.pre-commit-config.yaml
CODE_OF_CONDUCT.rst
LICENSE
README.rst
mkdocs.yml
noxfile.py
pyproject.toml
.github/codecov.yaml
.github/dependabot.yml
.github/ISSUE_TEMPLATE/bug_report.yml
.github/ISSUE_TEMPLATE/empty_issue.md
.github/ISSUE_TEMPLATE/feature_request.yml
.github/workflows/benchmarks.yml
.github/workflows/release.yml
.github/workflows/tests-studio.yml
.github/workflows/tests.yml
.github/workflows/update-template.yaml
docs/api_hooks.py
docs/contributing.md
docs/examples.md
docs/index.md
docs/quick-start.md
docs/tutorials.md
docs/assets/captioned_cartoons.png
docs/assets/datachain-white.svg
docs/assets/datachain.svg
docs/assets/webhook_dialog.png
docs/assets/webhook_list.png
docs/commands/index.md
docs/commands/auth/login.md
docs/commands/auth/logout.md
docs/commands/auth/team.md
docs/commands/auth/token.md
docs/commands/job/cancel.md
docs/commands/job/clusters.md
docs/commands/job/logs.md
docs/commands/job/ls.md
docs/commands/job/run.md
docs/commands/pipeline/create.md
docs/commands/pipeline/list.md
docs/commands/pipeline/pause.md
docs/commands/pipeline/remove-job.md
docs/commands/pipeline/resume.md
docs/commands/pipeline/status.md
docs/css/github-permalink-style.css
docs/guide/checkpoints.md
docs/guide/db_migrations.md
docs/guide/delta.md
docs/guide/env.md
docs/guide/index.md
docs/guide/namespaces.md
docs/guide/processing.md
docs/guide/remotes.md
docs/guide/retry.md
docs/overrides/main.html
docs/references/datachain.md
docs/references/func.md
docs/references/index.md
docs/references/toolkit.md
docs/references/torch.md
docs/references/udf.md
docs/references/data-types/arrowrow.md
docs/references/data-types/bbox.md
docs/references/data-types/file.md
docs/references/data-types/imagefile.md
docs/references/data-types/index.md
docs/references/data-types/pose.md
docs/references/data-types/segment.md
docs/references/data-types/tarvfile.md
docs/references/data-types/textfile.md
docs/references/data-types/videofile.md
docs/references/functions/aggregate.md
docs/references/functions/array.md
docs/references/functions/conditional.md
docs/references/functions/numeric.md
docs/references/functions/path.md
docs/references/functions/random.md
docs/references/functions/string.md
docs/references/functions/window.md
docs/studio/index.md
docs/studio/webhooks.md
docs/studio/api/.gitkeep
docs/studio/self-hosting/index.md
docs/studio/self-hosting/configuration/ca-certificates.md
docs/studio/self-hosting/configuration/index.md
docs/studio/self-hosting/configuration/ssl-tls.md
docs/studio/self-hosting/configuration/git-forges/bitbucket.md
docs/studio/self-hosting/configuration/git-forges/github.md
docs/studio/self-hosting/configuration/git-forges/gitlab.md
docs/studio/self-hosting/configuration/git-forges/index.md
docs/studio/self-hosting/installation/aws-ami.md
docs/studio/self-hosting/installation/index.md
docs/studio/self-hosting/installation/k8s-helm.md
docs/studio/self-hosting/troubleshooting/502-errors.md
docs/studio/self-hosting/troubleshooting/index.md
docs/studio/self-hosting/troubleshooting/support-bundle.md
docs/studio/self-hosting/upgrading/airgap-procedure.md
docs/studio/self-hosting/upgrading/index.md
docs/studio/self-hosting/upgrading/regular-procedure.md
docs/studio/user-guide/account-management.md
docs/studio/user-guide/index.md
docs/studio/user-guide/team-collaboration.md
docs/studio/user-guide/troubleshooting.md
docs/studio/user-guide/authentication/openid-connect.md
docs/studio/user-guide/authentication/single-sign-on.md
docs/studio/user-guide/experiments/configure-a-project.md
docs/studio/user-guide/experiments/create-a-project.md
docs/studio/user-guide/experiments/explore-ml-experiments.md
docs/studio/user-guide/experiments/index.md
docs/studio/user-guide/experiments/live-metrics-and-plots.md
docs/studio/user-guide/experiments/run-experiments.md
docs/studio/user-guide/experiments/share-a-project.md
docs/studio/user-guide/experiments/visualize-and-compare.md
docs/studio/user-guide/git-connections/custom-gitlab-server.md
docs/studio/user-guide/git-connections/github-app.md
docs/studio/user-guide/git-connections/index.md
docs/studio/user-guide/jobs/create-and-run.md
docs/studio/user-guide/jobs/index.md
docs/studio/user-guide/jobs/monitor-jobs.md
docs/studio/user-guide/model-registry/add-a-model.md
docs/studio/user-guide/model-registry/assign-stage.md
docs/studio/user-guide/model-registry/register-version.md
docs/studio/user-guide/model-registry/remove-a-model-or-its-details.md
docs/studio/user-guide/model-registry/use-models.md
docs/studio/user-guide/model-registry/view-and-compare-models.md
docs/templates/main.dot
docs/templates/operation.dot
docs/templates/responses.def
examples/computer_vision/iptc_exif_xmp_lib.py
examples/computer_vision/llava2_image_desc_lib.py
examples/computer_vision/openimage-detect.py
examples/computer_vision/ultralytics-bbox.py
examples/computer_vision/ultralytics-pose.py
examples/computer_vision/ultralytics-segment.py
examples/get_started/common_sql_functions.py
examples/get_started/json-csv-reader.py
examples/get_started/nested_datamodel.py
examples/get_started/torch-loader.py
examples/get_started/udfs/parallel.py
examples/get_started/udfs/simple.py
examples/get_started/udfs/stateful.py
examples/incremental_processing/delta.py
examples/incremental_processing/retry.py
examples/incremental_processing/utils.py
examples/llm_and_nlp/claude-query.py
examples/llm_and_nlp/hf-dataset-llm-eval.py
examples/multimodal/audio-to-text.py
examples/multimodal/clip_inference.py
examples/multimodal/hf_pipeline.py
examples/multimodal/openai_image_desc_lib.py
examples/multimodal/wds.py
examples/multimodal/wds_filtered.py
src/datachain/__init__.py
src/datachain/__main__.py
src/datachain/asyn.py
src/datachain/cache.py
src/datachain/checkpoint.py
src/datachain/config.py
src/datachain/dataset.py
src/datachain/delta.py
src/datachain/error.py
src/datachain/hash_utils.py
src/datachain/job.py
src/datachain/json.py
src/datachain/listing.py
src/datachain/namespace.py
src/datachain/node.py
src/datachain/nodes_fetcher.py
src/datachain/nodes_thread_pool.py
src/datachain/plugins.py
src/datachain/progress.py
src/datachain/project.py
src/datachain/py.typed
src/datachain/script_meta.py
src/datachain/semver.py
src/datachain/studio.py
src/datachain/telemetry.py
src/datachain/utils.py
src/datachain.egg-info/PKG-INFO
src/datachain.egg-info/SOURCES.txt
src/datachain.egg-info/dependency_links.txt
src/datachain.egg-info/entry_points.txt
src/datachain.egg-info/requires.txt
src/datachain.egg-info/top_level.txt
src/datachain/catalog/__init__.py
src/datachain/catalog/catalog.py
src/datachain/catalog/datasource.py
src/datachain/catalog/dependency.py
src/datachain/catalog/loader.py
src/datachain/cli/__init__.py
src/datachain/cli/utils.py
src/datachain/cli/commands/__init__.py
src/datachain/cli/commands/datasets.py
src/datachain/cli/commands/du.py
src/datachain/cli/commands/index.py
src/datachain/cli/commands/ls.py
src/datachain/cli/commands/misc.py
src/datachain/cli/commands/show.py
src/datachain/cli/parser/__init__.py
src/datachain/cli/parser/job.py
src/datachain/cli/parser/pipeline.py
src/datachain/cli/parser/studio.py
src/datachain/cli/parser/utils.py
src/datachain/client/__init__.py
src/datachain/client/azure.py
src/datachain/client/fileslice.py
src/datachain/client/fsspec.py
src/datachain/client/gcs.py
src/datachain/client/hf.py
src/datachain/client/http.py
src/datachain/client/local.py
src/datachain/client/s3.py
src/datachain/data_storage/__init__.py
src/datachain/data_storage/db_engine.py
src/datachain/data_storage/job.py
src/datachain/data_storage/metastore.py
src/datachain/data_storage/schema.py
src/datachain/data_storage/serializer.py
src/datachain/data_storage/sqlite.py
src/datachain/data_storage/warehouse.py
src/datachain/diff/__init__.py
src/datachain/fs/__init__.py
src/datachain/fs/reference.py
src/datachain/fs/utils.py
src/datachain/func/__init__.py
src/datachain/func/aggregate.py
src/datachain/func/array.py
src/datachain/func/base.py
src/datachain/func/conditional.py
src/datachain/func/func.py
src/datachain/func/numeric.py
src/datachain/func/path.py
src/datachain/func/random.py
src/datachain/func/string.py
src/datachain/func/window.py
src/datachain/lib/__init__.py
src/datachain/lib/arrow.py
src/datachain/lib/audio.py
src/datachain/lib/clip.py
src/datachain/lib/data_model.py
src/datachain/lib/dataset_info.py
src/datachain/lib/file.py
src/datachain/lib/hf.py
src/datachain/lib/image.py
src/datachain/lib/listing.py
src/datachain/lib/listing_info.py
src/datachain/lib/meta_formats.py
src/datachain/lib/model_store.py
src/datachain/lib/namespaces.py
src/datachain/lib/projects.py
src/datachain/lib/pytorch.py
src/datachain/lib/settings.py
src/datachain/lib/signal_schema.py
src/datachain/lib/tar.py
src/datachain/lib/text.py
src/datachain/lib/udf.py
src/datachain/lib/udf_signature.py
src/datachain/lib/utils.py
src/datachain/lib/video.py
src/datachain/lib/webdataset.py
src/datachain/lib/webdataset_laion.py
src/datachain/lib/convert/__init__.py
src/datachain/lib/convert/flatten.py
src/datachain/lib/convert/python_to_sql.py
src/datachain/lib/convert/sql_to_python.py
src/datachain/lib/convert/unflatten.py
src/datachain/lib/convert/values_to_tuples.py
src/datachain/lib/dc/__init__.py
src/datachain/lib/dc/csv.py
src/datachain/lib/dc/database.py
src/datachain/lib/dc/datachain.py
src/datachain/lib/dc/datasets.py
src/datachain/lib/dc/hf.py
src/datachain/lib/dc/json.py
src/datachain/lib/dc/listings.py
src/datachain/lib/dc/pandas.py
src/datachain/lib/dc/parquet.py
src/datachain/lib/dc/records.py
src/datachain/lib/dc/storage.py
src/datachain/lib/dc/storage_pattern.py
src/datachain/lib/dc/utils.py
src/datachain/lib/dc/values.py
src/datachain/model/__init__.py
src/datachain/model/bbox.py
src/datachain/model/pose.py
src/datachain/model/segment.py
src/datachain/model/utils.py
src/datachain/model/ultralytics/__init__.py
src/datachain/model/ultralytics/bbox.py
src/datachain/model/ultralytics/pose.py
src/datachain/model/ultralytics/segment.py
src/datachain/query/__init__.py
src/datachain/query/batch.py
src/datachain/query/dataset.py
src/datachain/query/dispatch.py
src/datachain/query/metrics.py
src/datachain/query/params.py
src/datachain/query/queue.py
src/datachain/query/schema.py
src/datachain/query/session.py
src/datachain/query/udf.py
src/datachain/remote/__init__.py
src/datachain/remote/studio.py
src/datachain/sql/__init__.py
src/datachain/sql/postgresql_dialect.py
src/datachain/sql/postgresql_types.py
src/datachain/sql/selectable.py
src/datachain/sql/types.py
src/datachain/sql/utils.py
src/datachain/sql/default/__init__.py
src/datachain/sql/default/base.py
src/datachain/sql/functions/__init__.py
src/datachain/sql/functions/aggregate.py
src/datachain/sql/functions/array.py
src/datachain/sql/functions/conditional.py
src/datachain/sql/functions/numeric.py
src/datachain/sql/functions/path.py
src/datachain/sql/functions/random.py
src/datachain/sql/functions/string.py
src/datachain/sql/sqlite/__init__.py
src/datachain/sql/sqlite/base.py
src/datachain/sql/sqlite/types.py
src/datachain/sql/sqlite/vector.py
src/datachain/toolkit/__init__.py
src/datachain/toolkit/split.py
src/datachain/torch/__init__.py
tests/__init__.py
tests/conftest.py
tests/data.py
tests/test_atomicity.py
tests/test_cli_e2e.py
tests/test_cli_studio.py
tests/test_import_time.py
tests/test_job_management_e2e.py
tests/test_query_e2e.py
tests/test_telemetry.py
tests/utils.py
tests/benchmarks/__init__.py
tests/benchmarks/conftest.py
tests/benchmarks/test_datachain.py
tests/benchmarks/test_ls.py
tests/benchmarks/test_version.py
tests/benchmarks/datasets/.gitignore
tests/benchmarks/datasets/laion-tiny.npz.dvc
tests/benchmarks/datasets/.dvc/.gitignore
tests/benchmarks/datasets/.dvc/config
tests/examples/__init__.py
tests/examples/test_examples.py
tests/examples/test_wds_e2e.py
tests/examples/wds_data.py
tests/func/__init__.py
tests/func/fake-service-account-credentials.json
tests/func/test_audio.py
tests/func/test_catalog.py
tests/func/test_checkpoints.py
tests/func/test_client.py
tests/func/test_cloud_transfer.py
tests/func/test_data_storage.py
tests/func/test_datachain.py
tests/func/test_datachain_merge.py
tests/func/test_dataset_query.py
tests/func/test_datasets.py
tests/func/test_delta.py
tests/func/test_feature_pickling.py
tests/func/test_file.py
tests/func/test_hf.py
tests/func/test_hidden_field.py
tests/func/test_image.py
tests/func/test_listing.py
tests/func/test_ls.py
tests/func/test_meta_formats.py
tests/func/test_metastore.py
tests/func/test_metrics.py
tests/func/test_model_store_rebuild.py
tests/func/test_mutate.py
tests/func/test_pull.py
tests/func/test_pytorch.py
tests/func/test_read_csv.py
tests/func/test_read_database.py
tests/func/test_read_dataset_remote.py
tests/func/test_read_dataset_version_specifiers.py
tests/func/test_retrieval.py
tests/func/test_retry.py
tests/func/test_session.py
tests/func/test_signal_schema.py
tests/func/test_storage_pattern.py
tests/func/test_studio_datetime_parsing.py
tests/func/test_temp_table_tracking.py
tests/func/test_to_csv.py
tests/func/test_to_database.py
tests/func/test_to_json.py
tests/func/test_toolkit.py
tests/func/test_udf.py
tests/func/test_union.py
tests/func/test_video.py
tests/func/test_warehouse.py
tests/func/data/Big_Buck_Bunny_360_10s_1MB.mp4
tests/func/data/lena.jpg
tests/func/functions/__init__.py
tests/func/functions/test_aggregate.py
tests/func/functions/test_array.py
tests/func/functions/test_conditional.py
tests/func/functions/test_numeric.py
tests/func/functions/test_path.py
tests/func/functions/test_random.py
tests/func/functions/test_string.py
tests/func/model/__init__.py
tests/func/model/test_yolo.py
tests/func/model/data/running-mask0.png
tests/func/model/data/running-mask1.png
tests/func/model/data/running.jpg
tests/func/model/data/ships.jpg
tests/scripts/feature_class.py
tests/scripts/feature_class_exception.py
tests/scripts/feature_class_parallel.py
tests/scripts/feature_class_parallel_data_model.py
tests/scripts/name_len_slow.py
tests/unit/__init__.py
tests/unit/test_asyn.py
tests/unit/test_batching.py
tests/unit/test_cache.py
tests/unit/test_catalog.py
tests/unit/test_catalog_loader.py
tests/unit/test_cli_datasets.py
tests/unit/test_cli_parsing.py
tests/unit/test_client.py
tests/unit/test_client_gcs.py
tests/unit/test_client_http.py
tests/unit/test_client_local.py
tests/unit/test_client_s3.py
tests/unit/test_config.py
tests/unit/test_data_model.py
tests/unit/test_data_storage.py
tests/unit/test_database_engine.py
tests/unit/test_datachain_hash.py
tests/unit/test_dataset.py
tests/unit/test_dispatch.py
tests/unit/test_fileslice.py
tests/unit/test_func.py
tests/unit/test_hash_utils.py
tests/unit/test_job_management.py
tests/unit/test_json.py
tests/unit/test_listing.py
tests/unit/test_metastore.py
tests/unit/test_module_exports.py
tests/unit/test_pytorch.py
tests/unit/test_query_metrics.py
tests/unit/test_query_params.py
tests/unit/test_query_steps_hash.py
tests/unit/test_script_meta.py
tests/unit/test_select.py
tests/unit/test_semver.py
tests/unit/test_serializer.py
tests/unit/test_session.py
tests/unit/test_signal_schema_partials.py
tests/unit/test_utils.py
tests/unit/test_warehouse.py
tests/unit/lib/__init__.py
tests/unit/lib/conftest.py
tests/unit/lib/test_arrow.py
tests/unit/lib/test_audio.py
tests/unit/lib/test_checkpoints.py
tests/unit/lib/test_clip.py
tests/unit/lib/test_datachain.py
tests/unit/lib/test_datachain_bootstrap.py
tests/unit/lib/test_datachain_merge.py
tests/unit/lib/test_diff.py
tests/unit/lib/test_feature.py
tests/unit/lib/test_feature_utils.py
tests/unit/lib/test_file.py
tests/unit/lib/test_hf.py
tests/unit/lib/test_image.py
tests/unit/lib/test_listing_info.py
tests/unit/lib/test_namespace.py
tests/unit/lib/test_partition_by.py
tests/unit/lib/test_project.py
tests/unit/lib/test_python_to_sql.py
tests/unit/lib/test_schema.py
tests/unit/lib/test_settings.py
tests/unit/lib/test_signal_schema.py
tests/unit/lib/test_sql_to_python.py
tests/unit/lib/test_storage_pattern.py
tests/unit/lib/test_text.py
tests/unit/lib/test_udf.py
tests/unit/lib/test_udf_signature.py
tests/unit/lib/test_utils.py
tests/unit/lib/test_webdataset.py
tests/unit/model/__init__.py
tests/unit/model/test_bbox.py
tests/unit/model/test_pose.py
tests/unit/model/test_segment.py
tests/unit/model/test_utils.py
tests/unit/sql/__init__.py
tests/unit/sql/test_array.py
tests/unit/sql/test_conditional.py
tests/unit/sql/test_path.py
tests/unit/sql/test_random.py
tests/unit/sql/test_selectable.py
tests/unit/sql/test_string.py
tests/unit/sql/test_types.py
tests/unit/sql/sqlite/__init__.py
tests/unit/sql/sqlite/test_types.py
tests/unit/sql/sqlite/test_utils.py