[API] Add read model monitoring metrics values endpoint #5519
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# Conflicts: # mlrun/model_monitoring/db/stores/v3io_kv/kv_store.py
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Co-authored-by: Gal Topper <gal.topper@gmail.com>
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…the streaming interface (#5599) * [Datastore] Rename `DatastoreProfileAzureBlob` 'bucket' parameter to 'container' (#5521) * [Project] Add delete artifact method (#5491) * [API] Add delete artifact data endpoints (#5477) * [Docs] Add registering an HDFS datastore profile (#5396) To * how to register a datastore profile * Update docs/store/datastore.md Co-authored-by: Gal Topper <gal.topper@gmail.com> * Update docs/store/datastore.md Co-authored-by: Gal Topper <gal.topper@gmail.com> * fix: data store is 2 words * clarify example --------- Co-authored-by: Gal Topper <gal.topper@gmail.com> * [Alerts] Add backwards compatibility for igz < 3.6 (#5524) * [Coding Conventions] Fix `mlconf` usages (#5525) * [API] Enhance usage of iguazio client (#5506) * [Model Monitoring] Implement TSDB abstraction (#5210) * [Automation] Don't rollout deployment before purging DB (#5527) * [SQLDB] Refactor partition querying to minimize subquery table size (#5526) * [Docs] Enable automodule for mlrun.comon.schemas.artifact (#5529) * [Alerts] Filter project resources by permissions for list (#5532) * [ProjectSummaries] Add pipelines_completed_recent_count, pipelines_failed_recent_count (#5523) * [KFP] Merge KFP2 Feature Branch (#5533) * [Nuclio] Delete remote function config map (#5530) * [API] Add read model monitoring metrics values endpoint (#5519) * [Model Monitoring] Fix up imports (#5531) * Remove unused import * Change import so that PyCharm detects inheritance correctly * [Notifications] Display Step Kind In Pipeline Notification (#5538) * Add step kind to pipeline notification * better system test * redundant comment * fix ut --------- Co-authored-by: quaark <a.melnick@icloud.com> * [Alerts] Modify alert entity to have list of ids per alert (#5511) * [Application] Fix test function handler assertion (#5548) * [Docs] Feature-store + Datastore: consolidate Apache Kafka details, cleanups in datastores (#5305) * [Model Monitoring] Fix invalid current_stats in `MonitoringApplicationContext` (#5552) fix deepcopy bug * [KFP] Bump version and create makefile for release (#5555) * [Runs] Store artifact URIs instead of full artifacts in body (#5553) * [Artifacts] Add `producer_uri` filter to list artifacts API (#5549) * [API] Check the artifact kind while attempting to remove artifact data (#5545) * [CI] Fix pipeline adapters makefile (#5557) * [Model Monitoring] Update model endpoint's current stats and drift measures in the writer (#5554) * [Model Monitoring] Add new TSDB target for all predictions (#5551) * [Model Monitoring] Add new TSDB target for all predictions Tracking count and latency. [ML-6349](https://iguazio.atlassian.net/browse/ML-6349) * Change TSDB predictions table path * Move predictions table * Fix * Fix parameter names * Fix * [Functions] Update function with deletion task id (#5536) * [Application] Create API Gateway by default (#5515) * [Logger] Enhance formatter creation (#5561) * [KFP] Suppress reusable-components warnings (#5501) * [ProjectSummaries] Add distinct_scheduled_jobs_pending_count, distinct_scheduled_pipelines_pending_count (#5535) * [Notifications] Fix Pipeline Notification Log Spam + Git Notification (#5563) fix pipeline notification bugs Co-authored-by: quaark <a.melnick@icloud.com> * [Docs] Compile notification when compiling docs (#5564) * [Helpers] Ignore pre-release in `min_iguazio_version` (#5558) * [Runs] Enrich run with artifacts when getting a single run (#5565) * [Application] Set api gateway name on status (#5567) * [CI] Bundling demos as release asset (#5550) * [Nuclio-jupyter] Bump nuclio-jupyter to 0.9.17 (#5568) * [FrontendSpec] Adding TTLCache to `try_get_grafana_service_url` function (#5543) * [KFP] Fix `watch=True` for remote pipeline when using `set_workflow` (#5572) * [Alerts] Add cooldown_period to notification config in alert (#5547) * [Model] Replace yaml dump with safe_dump (#5571) * [Versioning] Fix package version for dev feature branches (#5575) * repace hasattr() with dir() * Support single Parquet and CSV files --------- Co-authored-by: moranbental <107995850+moranbental@users.noreply.github.com> Co-authored-by: jillnogold <88145832+jillnogold@users.noreply.github.com> Co-authored-by: Gal Topper <gal.topper@gmail.com> Co-authored-by: Yan Burman <yanburman@users.noreply.github.com> Co-authored-by: Adam <adamm@iguazio.com> Co-authored-by: Liran BG <liranbg@users.noreply.github.com> Co-authored-by: Eyal Danieli <eyald@iguazio.com> Co-authored-by: Alon Maor <48641682+alonmr@users.noreply.github.com> Co-authored-by: roei3000b <40743125+roei3000b@users.noreply.github.com> Co-authored-by: Katerina Molchanova <35141662+rokatyy@users.noreply.github.com> Co-authored-by: Jonathan Daniel <36337649+jond01@users.noreply.github.com> Co-authored-by: quaark <a.melnick@icloud.com> Co-authored-by: TomerShor <90552140+TomerShor@users.noreply.github.com> Co-authored-by: daniels290813 <78727943+daniels290813@users.noreply.github.com> Co-authored-by: ZeevRispler <73653682+ZeevRispler@users.noreply.github.com> Co-authored-by: Alex Toker <alex_toker@mckinsey.com>
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Implements ML-6360.
Read the data from V3IO TSDB "app-results" table.
Usage example:
(1) Request the model endpoints:
Receive the single model endpoint UID:
ea2225f9a1bf7f986beeaa59632cfab44f0c244b.(2) Request the results of this model endpoint (implemented in #5484):
Response:
(3) Request the results values using the wanted
full_names:Response:
Start and end times can be added in (3):
Without them, the last 24 hours of data is fetched.