Kolena

Bug Fixes
- infer the datatype (477) [477](https://github.com/kolenaIO/kolena/pull/477) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/a2ef6ae1c454cf0a90a013eb40ab3763ece2af71))

Styles
- add markdown lint (470) [470](https://github.com/kolenaIO/kolena/pull/470) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/eed8859ea34eb6a4429e41c6102761557264a24c))

Commits
- 62240f5: enable mypy for examples/workflow (466) (Nitesh Sandal) [466](https://github.com/kolenaIO/kolena/pull/466)
- 48f1fe3: Move `kolena.workflow.metrics` to `kolena.metrics` (467) (Connor Soulliere) [467](https://github.com/kolenaIO/kolena/pull/467)
- 11ffa6f: Remove distinction between docs-owners and kolena-owners (469) (Andrew Shi) [469](https://github.com/kolenaIO/kolena/pull/469)
- 11ed98d: semantic segmentation example (468) (Yoohee Choi) [468](https://github.com/kolenaIO/kolena/pull/468)
- 6d3a93a: Added semantic segmentation ci test back (471) (Yoohee Choi) [471](https://github.com/kolenaIO/kolena/pull/471)
- e69063a: fix bucket name typo in dataset quickstart (476) (Nitesh Sandal) [476](https://github.com/kolenaIO/kolena/pull/476)
- 2185221: Fix speaker diarization workflow ci test (478) (nankolena) [478](https://github.com/kolenaIO/kolena/pull/478)

Continuous Integration
- simplify and fix the dataset integration tests double trigger (458) [458](https://github.com/kolenaIO/kolena/pull/458) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/f152fee7323e26abb720478fdfa1170accb4d0c6))

Chores
- handle empty results gracefully (455) [455](https://github.com/kolenaIO/kolena/pull/455) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/6ccdf22f56867b60ec198364d9e9cdee891b223e))
- remove dummy tests (462) [462](https://github.com/kolenaIO/kolena/pull/462) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/4cc12fbae90acb7cc766d6d428d42f608f2d81e4))

Commits
- 884c97a: Fix s3 reference in docs (461) (Mac Bagwell) [461](https://github.com/kolenaIO/kolena/pull/461)
- 103ffcd: add read retry for GET/PUT/DELETE calls (464) (nankolena) [464](https://github.com/kolenaIO/kolena/pull/464)
- 1010cf2: LLM Hallucination Metrics Docs: consistency score + prompt-based metrics (459) (Yoohee Choi) [459](https://github.com/kolenaIO/kolena/pull/459)
- 45cb1c1: Add AudioAsset (465) (Gordon Hart) [465](https://github.com/kolenaIO/kolena/pull/465)
- 52cb536: updated the upload_results doc to more accurately describe its input and output (460) (grant-Kolena) [460](https://github.com/kolenaIO/kolena/pull/460)

Documentation
- consistent wording (447) [447](https://github.com/kolenaIO/kolena/pull/447) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/4d452fded13d9831fb29b6efc50062bf2686ac0a))
- how to shape a CSV file for ingestion (453) [453](https://github.com/kolenaIO/kolena/pull/453) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/49692a185081479f01592e1f0a30fa6bed3ebc43))
- example snippet to concat dp and results (450) [450](https://github.com/kolenaIO/kolena/pull/450) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/ea0e37ef4d5ead6199f1ea278d0077dd5072c4bc))

Commits
- 80b0610: Polish dataset examples (443) (Mark Chen) [443](https://github.com/kolenaIO/kolena/pull/443)
- d879610: Invalidate trunk-doc cloudfront cache upon merge (445) (ly-kolena) [445](https://github.com/kolenaIO/kolena/pull/445)
- 07b2fec: Classification Example Updates (446) (Mark Chen) [446](https://github.com/kolenaIO/kolena/pull/446)
- 727ce24: Return number of results inserted and updated when testing on dataset (392) (nankolena) [392](https://github.com/kolenaIO/kolena/pull/392)
- dc3d56f: Migrate age estimation example to datasets (427) (nankolena) [427](https://github.com/kolenaIO/kolena/pull/427)
- f43a5ab: Improve id fields hashable exception signature (440) (Connor Soulliere) [440](https://github.com/kolenaIO/kolena/pull/440)
- d2deae9: QS guides in READMEs (451) (Mark Chen) [451](https://github.com/kolenaIO/kolena/pull/451)
- 6bf73e7: Update workflow examples to use consistent arg names (452) (Connor Soulliere) [452](https://github.com/kolenaIO/kolena/pull/452)
- eba32ec: Thresholded metrics (344) (diegokolena) [344](https://github.com/kolenaIO/kolena/pull/344)
- 390d930: Fix mypy types (457) (diegokolena) [457](https://github.com/kolenaIO/kolena/pull/457)

Bug Fixes
- bypass dataset integration parallelism issue (426) [426](https://github.com/kolenaIO/kolena/pull/426) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/98ced6e3da39f072c0c40d95e5b648cbd48ea55a))

Documentation
- expose public functions of dataset (414) [414](https://github.com/kolenaIO/kolena/pull/414) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/837ce74fcae7e52afd336c79b242de81adf76e6e))

Code Refactoring
- hoist annotation, asset and io modules (395) [395](https://github.com/kolenaIO/kolena/pull/395) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/5fee7961f6170660ef290f7b1d1511f38a671aed))

Chores
- add validate_dataframe_have_other_columns_besides_ids for results (388) [388](https://github.com/kolenaIO/kolena/pull/388) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/1baf8156d26c24feb4a3f4a89b0c7ecc1506fb63))

Commits
- 98aaa1c: List dataset commit history and get snapshots (366) (nankolena) [366](https://github.com/kolenaIO/kolena/pull/366)
- 90ccc2f: Moving V1 example scripts to example/datasets folder (369) (Yoohee Choi) [369](https://github.com/kolenaIO/kolena/pull/369)
- 75772c5: Use existing id_fields if id_fields is not provided (372) (ly-kolena) [372](https://github.com/kolenaIO/kolena/pull/372)
- 8bc69fa: Add logging when registering a dataset (370) (Nitesh Sandal) [370](https://github.com/kolenaIO/kolena/pull/370)
- 07aede2: Diarization Error Rate metric doc (374) (Bill Bai) [374](https://github.com/kolenaIO/kolena/pull/374)
- 5e79726: Updated example folder structure (380) (Yoohee Choi) [380](https://github.com/kolenaIO/kolena/pull/380)
- 4359c1a: License update for 2024 (381) (Mark Chen) [381](https://github.com/kolenaIO/kolena/pull/381)
- a1eb2ee: Stub out docs pages for `kolena.dataset` (379) (Gordon Hart) [379](https://github.com/kolenaIO/kolena/pull/379)
- 458df79: Link to Datasets Quickstart from Workflow building doc (386) (Nitesh Sandal) [386](https://github.com/kolenaIO/kolena/pull/386)
- f861c84: move dataset out of experimental (384) (grant-Kolena) [384](https://github.com/kolenaIO/kolena/pull/384)
- 48bc2cd: Capture dataset-related events (385) (nankolena) [385](https://github.com/kolenaIO/kolena/pull/385)
- ff5eb54: Keypoint detection example for Kolena Datasets (371) (Gordon Hart) [371](https://github.com/kolenaIO/kolena/pull/371)
- e347655: KOL-4082 v1 documentation core concepts (382) (diegokolena) [382](https://github.com/kolenaIO/kolena/pull/382)
- aff28cd: Update email from kolena.io to kolena.com (397) (diegokolena) [397](https://github.com/kolenaIO/kolena/pull/397)
- d91d23e: Update Copyright year on mkdocs.yml (398) (diegokolena) [398](https://github.com/kolenaIO/kolena/pull/398)
- 1bc236c: Updated contradiction score docs according to the recent finding (376) (Yoohee Choi) [376](https://github.com/kolenaIO/kolena/pull/376)
- d415051: Update KeypointDetection test to use a random suite name (402) (Connor Soulliere) [402](https://github.com/kolenaIO/kolena/pull/402)
- 8d15fd6: Update Text Summarization test to use a random suite name (405) (Connor Soulliere) [405](https://github.com/kolenaIO/kolena/pull/405)
- 00b56cd: Script that computes hallucination metrics (373) (Yoohee Choi) [373](https://github.com/kolenaIO/kolena/pull/373)
- e300830: Add `--clear-cache` option to CI pytest invocations (401) (Connor Soulliere) [401](https://github.com/kolenaIO/kolena/pull/401)
- b29415a: Update "Age Estimation" test to use a random suite name (407) (Connor Soulliere) [407](https://github.com/kolenaIO/kolena/pull/407)
- 48ac575: Update circleci integration step to ignore examples folder (408) (Connor Soulliere) [408](https://github.com/kolenaIO/kolena/pull/408)
- 7d7f2ca: rain forecast tabular data example (394) (Yoohee Choi) [394](https://github.com/kolenaIO/kolena/pull/394)
- 749fe6d: Binary classification example for dataset (377) (grant-Kolena) [377](https://github.com/kolenaIO/kolena/pull/377)
- 328be02: Update "Speech Recognition" test to use a random suite name (412) (Connor Soulliere) [412](https://github.com/kolenaIO/kolena/pull/412)
- 45417f2: randomize object_detection_3d test name (413) (grant-Kolena) [413](https://github.com/kolenaIO/kolena/pull/413)
- b2decad: Update "Classification" test to use a random suite name (411) (Connor Soulliere) [411](https://github.com/kolenaIO/kolena/pull/411)
- e32ba06: randomize test suite name for speaker diarization (417) (grant-Kolena) [417](https://github.com/kolenaIO/kolena/pull/417)
- 78c3b8d: randomize test suite names for semantic textual similarity test (421) (grant-Kolena) [421](https://github.com/kolenaIO/kolena/pull/421)
- d520663: Update "Question Answering" test to use a random suite name (420) (Connor Soulliere) [420](https://github.com/kolenaIO/kolena/pull/420)
- 22609b3: Update "Face Recognition" test to use a random suite name (419) (Connor Soulliere) [419](https://github.com/kolenaIO/kolena/pull/419)
- b1f0aa5: update datapath for detection example (418) (nankolena) [418](https://github.com/kolenaIO/kolena/pull/418)
- debef4e: Update CI token count to 8 (428) (Connor Soulliere) [428](https://github.com/kolenaIO/kolena/pull/428)
- ce93f87: multiclass example (430) (Mark Chen) [430](https://github.com/kolenaIO/kolena/pull/430)
- 632a061: Text Summarization Example (409) (Yoohee Choi) [409](https://github.com/kolenaIO/kolena/pull/409)
- 4d8b98d: Fix question-answer example smoke tests (435) (ly-kolena) [435](https://github.com/kolenaIO/kolena/pull/435)
- 5bb4bbc: Liuyuan/fix question answer smoke test part2 (436) (ly-kolena) [436](https://github.com/kolenaIO/kolena/pull/436)
- f38b433: Remove legacy kolena.{classification,detection,fr} workflows (424) (Nitesh Sandal) [424](https://github.com/kolenaIO/kolena/pull/424)
- cede306: rename test function for datasets (390) (Nitesh Sandal) [390](https://github.com/kolenaIO/kolena/pull/390)
- 612e0a6: Liuyuan/kol 4391 speaker diarization for dataset (433) (ly-kolena) [433](https://github.com/kolenaIO/kolena/pull/433)
- 318dc22: Move Connecting Cloud Storage out of Advanced Usage (431) (Andrew Shi) [431](https://github.com/kolenaIO/kolena/pull/431)
- 398a3bc: General docs pass (432) (Andrew Shi) [432](https://github.com/kolenaIO/kolena/pull/432)
- de52464: Enforce id fields to be hashable (437) (Connor Soulliere) [437](https://github.com/kolenaIO/kolena/pull/437)
- 86a6839: Add quickstart docs for dataset workflow (403) (Mac Bagwell) [403](https://github.com/kolenaIO/kolena/pull/403)
- 32f88aa: Use pre-computed RetinaFace inferences for keypoint detection example (429) (Mac Bagwell) [429](https://github.com/kolenaIO/kolena/pull/429)
- ed870f6: Fix incorrect results from ordering difference (438) (ly-kolena) [438](https://github.com/kolenaIO/kolena/pull/438)
- 23af4d8: Added Quality Standards guide on README.md (434) (Yoohee Choi) [434](https://github.com/kolenaIO/kolena/pull/434)
- 0bab784: Add quality standards guide to speaker diarization (439) (ly-kolena) [439](https://github.com/kolenaIO/kolena/pull/439)
- e022b13: Add docs for previously empty pages (441) (Andrew Shi) [441](https://github.com/kolenaIO/kolena/pull/441)
- 66b6bdb: Dataset quickstart docs cleanup (442) (Andrew Shi) [442](https://github.com/kolenaIO/kolena/pull/442)
- a24aadd: Touch up `kolena.dataset` API in preparation for release (444) (Gordon Hart) [444](https://github.com/kolenaIO/kolena/pull/444)

Builds
- avoid compatibility issue with numpy 2.0 (623) [623](https://github.com/kolenaIO/kolena/pull/623) ([Andrew Shi](https://github.com/kolenaIO/kolena/commit/bcc8379c746b9fff1e290448e2df7c3a87f73b0b))

Commits
- 181ed1f: Legacy docs (416) (diegokolena) [416](https://github.com/kolenaIO/kolena/pull/416)
- 227fdae: Update legacy docs (454) (diegokolena) [454](https://github.com/kolenaIO/kolena/pull/454)

Bug Fixes
- robust uniqueness checking (368) [368](https://github.com/kolenaIO/kolena/pull/368) ([Yifan Wu](https://github.com/kolenaIO/kolena/commit/0527af456e315717c99dfda3b834cd37fb439690))

Commits
- ce15d0d: client require id_field when register dataset , allow chunk processing (356) (grant-Kolena) [356](https://github.com/kolenaIO/kolena/pull/356)
- ab94b07: Remove support for Python 3.7 (347) (Gordon Hart) [347](https://github.com/kolenaIO/kolena/pull/347)
- a68ef32: Fix dataset integration tests (359) (ly-kolena) [359](https://github.com/kolenaIO/kolena/pull/359)
- a6dd765: Update `_infer_id_fields` to support composite style fields (362) (Connor Soulliere) [362](https://github.com/kolenaIO/kolena/pull/362)
- 6698582: WER, CER, MER Metric Docs (331) (Bill Bai) [331](https://github.com/kolenaIO/kolena/pull/331)
- 1913443: remove on field when ingest result and pass in dataset id when doing upload_result, allow chunk processing (357) (grant-Kolena) [357](https://github.com/kolenaIO/kolena/pull/357)
- vectara + NLI hallucination metric (360) [360](https://github.com/kolenaIO/kolena/pull/360) ([Mark Chen](https://github.com/kolenaIO/kolena/commit/9989dea98eb200c3af5035c6cbbb4daef33b857b))
- bd2090f: update link, add workaround (364) (Mark Chen) [364](https://github.com/kolenaIO/kolena/pull/364)
- 8bca202: Added a script to register both QA datasets (367) (Yoohee Choi) [367](https://github.com/kolenaIO/kolena/pull/367)