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[NLP] Support the different mask tokens used by NLP models for Fill Mask #2178

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merged 2 commits into from
Jul 12, 2023

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Adds the specification for the new mask token field added in elastic/elasticsearch#97453.

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@droberts195 droberts195 left a comment

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LGTM

@maxhniebergall maxhniebergall marked this pull request as draft July 12, 2023 15:35
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Following you can find the validation results for the APIs you have changed.

API Status Request Response
ml.clear_trained_model_deployment_cache Missing test Missing test
ml.close_job 🟢 62/62 61/61
ml.delete_calendar_event 🟢 4/4 4/4
ml.delete_calendar_job 🟢 3/3 3/3
ml.delete_calendar 🟢 5/5 5/5
ml.delete_data_frame_analytics 🟢 2/2 2/2
ml.delete_datafeed 🟢 3/3 3/3
ml.delete_expired_data 🟢 5/5 5/5
ml.delete_filter 🟢 27/27 27/27
ml.delete_forecast 🟢 3/3 3/3
ml.delete_job 🟢 47/47 47/47
ml.delete_model_snapshot 🟢 2/2 2/2
ml.delete_trained_model_alias 🟢 3/3 3/3
ml.delete_trained_model 🟢 3/3 3/3
ml.estimate_model_memory 🟢 16/16 16/16
ml.evaluate_data_frame 🟢 22/22 22/22
ml.explain_data_frame_analytics 🟢 7/7 7/7
ml.flush_job 🟢 15/15 15/15
ml.forecast 🟢 1/1 1/1
ml.get_buckets 🟢 14/14 14/14
ml.get_calendar_events 🟢 17/17 17/17
ml.get_calendars 🟢 17/17 17/17
ml.get_categories 🟢 12/12 12/12
ml.get_data_frame_analytics_stats 🟢 12/12 12/12
ml.get_data_frame_analytics 🟢 17/17 17/17
ml.get_datafeed_stats 🟢 27/27 27/27
ml.get_datafeeds 🟢 20/20 20/20
ml.get_filters 🟢 13/13 13/13
ml.get_influencers 🟢 11/11 11/11
ml.get_job_stats 🟢 31/31 31/31
ml.get_jobs 🟢 31/31 31/31
ml.get_memory_stats Missing test Missing test
ml.get_model_snapshot_upgrade_stats 🟢 3/3 3/3
ml.get_model_snapshots 🟢 18/18 18/18
ml.get_overall_buckets 🟢 16/16 15/15
ml.get_records 🟢 8/8 8/8
ml.get_trained_models_stats 🟢 12/12 12/12
ml.get_trained_models 🔴 21/27 27/27
ml.infer_trained_model Missing test Missing test
ml.info 🟢 10/10 10/10
ml.open_job 🟢 83/83 83/83
ml.post_calendar_events 🟢 21/21 21/21
ml.post_data 🔴 8/10 13/17
ml.preview_data_frame_analytics 🟢 3/3 3/3
ml.preview_datafeed 🔴 10/16 16/16
ml.put_calendar_job 🔴 11/12 12/12
ml.put_calendar 🟢 135/135 135/135
ml.put_data_frame_analytics 🟢 33/33 33/33
ml.put_datafeed 🔴 70/71 71/71
ml.put_filter 🟢 27/27 27/27
ml.put_job 🔴 218/226 224/224
ml.put_trained_model_alias 🟢 9/9 9/9
ml.put_trained_model_definition_part Missing test Missing test
ml.put_trained_model_vocabulary Missing test Missing test
ml.put_trained_model 🟢 5/5 5/5
ml.reset_job 🟢 2/2 2/2
ml.revert_model_snapshot 🟢 2/2 2/2
ml.set_upgrade_mode 🟢 6/6 6/6
ml.start_data_frame_analytics 🟢 1/1 1/1
ml.start_datafeed 🟢 24/24 24/24
ml.start_trained_model_deployment Missing test Missing test
ml.stop_data_frame_analytics 🟢 5/5 5/5
ml.stop_datafeed 🟢 17/17 17/17
ml.stop_trained_model_deployment Missing test Missing test
ml.update_data_frame_analytics 🟢 2/2 2/2
ml.update_datafeed 🟢 7/7 7/7
ml.update_filter 🟢 3/3 3/3
ml.update_job 🔴 4/5 5/5
ml.update_model_snapshot 🟢 3/3 3/3
ml.update_trained_model_deployment 🟠 Missing type Missing type
ml.upgrade_job_snapshot 🟢 3/3 3/3
ml.validate_detector 🟢 2/2 2/2
ml.validate 🟢 3/3 3/3

You can validate these APIs yourself by using the make validate target.

@maxhniebergall maxhniebergall marked this pull request as ready for review July 12, 2023 15:47
@maxhniebergall maxhniebergall merged commit d31921a into main Jul 12, 2023
6 checks passed
@maxhniebergall maxhniebergall deleted the add-mask-token-support branch July 12, 2023 15:47
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