Mlrun

Features / Enhancements
* **Runtimes**: Change the image tag and package version enrichment to be set from the client version, 1707, tankilevitch
* **Feature Store**: Support spark operator ingestion, 1708, urihoenig
* **Docs**: Replace model serving example instance with a link, 1704, jillnogold
* **Docs**: Update examples and typo changes, 1699, george0st
* **Sparkjob**: Support `code_to_function`, 1691, urihoenig
* **Docs**: Add that some advanced Storey functionalities are beta, 1700, jillnogold
* **API**: Add convenience methods for reading env and setting secrets from files, 1690, yaronha
* **Docs**: Small revision of documentation, 1643, george0st
* **Docs**: Bump docs docker tag to 0.9.3, 1695, Hedingber
* **Serving**: Improve handling of KFP PipelineParams in nuclio/serving functions, 1689, yaronha
* **Runtimes**: Support running class handlers, imported module handlers/classes and embedded code, 1686, yaronha
* **Docs**: Update serving graphs docs, 1665, jillnogold
* **Frameworks**: Redesigned and reimplemented the Machine Learning frameworks and more, 1666, guy1992l
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc6#features-and-enhancements)

Bug fixes
* **Runtimes**: Fix iteration result artifacts logging in custom iterator, 1692, yaronha
* **Docs**: Fix release number, 1693, jillnogold
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc6#bug-fixes)


Pull requests:
42708fe9 [Runtimes] Change the image tag and package version enrichment to be set from the client version (1707)
c0dd76cf [Feature Store] Support spark operator ingestion (1708)
832a07b1 [Docs] Replace model serving example instance with a link (1704)
d8e4846f [Docs] Update examples and typo changes (1699)
c2767193 [Sparkjob] Support `code_to_function` (1691)
ec8d8b3d [Docs] Add that some advanced Storey functionalities are beta (1700)
c9e27d41 [API] Add convenience methods for reading env and setting secrets from files (1690)
edea2bbb [Runtimes] Fix iteration result artifacts logging in custom iterator (1692)
98ef03a2 [Docs] Small revision of documentation (1643)
e07c0a37 [Docs] Bump docs docker tag to 0.9.3 (1695)
74dd5397 [Serving] Improve handling of KFP PipelineParams in nuclio/serving functions (1689)
13243a56 [Runtimes] Support running class handlers, imported module handlers/classes and embedded code (1686)
63a58b1c [Docs] Update serving graphs docs (1665)
424a53af [Docs] Fix release number (1693)
3067f2c1 [Frameworks] Redesigned and reimplemented the Machine Learning frameworks and more (1666)

Features / Enhancements
* **Project**: Optimize project creation/deletion times, 1673, tankilevitch
* **Docs**: Edit outdated sentence in feature store documentation, 1668, gtopper
* **Feature Store**: Allow passing non materialized set/vector as input to jobs (using flag), 1671, yaronha
* **General**: Drop support for python 3.6, 1685, Hedingber
* **DB**: Optimize runs counters calculation, 1684, Hedingber
* **Model Monitoring**: Support tracking of complex types + custom inputs/outputs, 1681, yaronha
* **API**: Add default artifact path to frontend spec endpoint response, 1676, tankilevitch
* **Images**: Bump CUDA to 11.2.1 in ml-models-gpu image, 1678, Hedingber
* **Feature Store**: Add int support and documentation to the `MapValues` step, 1619, zilbermanor
* **DB**: Improve backup logic, 1669, quaark
* **Feature Store**: Set `end_time` to `now()` by default in `get_offline_features()`, 1670, yaronha
* **Docs**: Add docs for remote and feature store graph steps, 1667, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc5#features-and-enhancements)

Bug fixes
* **API**: Fix project summaries failures when kfp is not configured, 1683, tankilevitch
* **API**: Fix pipelines creation breakage, 1679, Hedingber
* **Projects**: Fix project tests failure (failed on `deploy()` with `base_image=None`), 1672, yaronha
* **Feature Store**: Block option for timestamp to be an entity, 1675, katyakats
* **Requirements**: Bump versions to conform to safety checks, 1439, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc5#bug-fixes)


Pull requests:
0ce83f9e [Project] Optimize project creation/deletion times (1673)
6b921405 [Docs] Edit outdated sentence in feature store documentation (1668)
8cbcb3e4 [Feature Store] Allow passing non materialized set/vector as input to jobs (using flag) (1671)
9a7dc241 [General] Drop support for python 3.6 (1685)
6b72e82a [API] Fix project summaries failures when kfp is not configured (1683)
573ef464 [DB] Optimize runs counters calculation (1684)
70c87b63 [Model Monitoring] Support tracking of complex types + custom inputs/outputs (1681)
1eefbeb1 [Requirements] Bump storey and aiohttp to conform safety checks (1677)
b3b7f744 [API] Add default artifact path to frontend spec endpoint response (1676)
30af717c [API] Fix pipelines creation breakage (1679)
396979b3 [Images] Bump CUDA to 11.2.1 in ml-models-gpu image (1678)
33ca54c3 [Feature Store] Add int support and documentation to the `MapValues` step (1619)
afff6336 [Projects] Fix project tests failure (failed on `deploy()` with `base_image=None`) (1672)
b887436c [Feature Store] Block option for timestamp to be an entity (1675)
409e6a43 [DB] Improve backup logic (1669)
81f3025c [Feature Store] Set `end_time` to `now()` by default in `get_offline_features()` (1670)
8a650bef [Requirements] Bump versions to conform to safety checks (1439)
f16f5d92 [Docs] Add docs for remote and feature store graph steps (1667)

Features / Enhancements
* **DB**: Increase timestamp fractional seconds precision to 3, 1640, Hedingber
* **Docs**: Delete description of batch functions because it's covered elsewhere, 1661, jillnogold
* **Requirements**: Bump storey, 1658, gtopper
* **Feature Store**: Normalize ingestion function name, 1662, yaronha
* **Feature Store**: Add test for `MapWithState`, 1657, gtopper
* **Workflows**: Automatically add `{{workflow.uid}}` to artifact path when running workflows, 1652, theSaarco
* **Feature Store**: Support aggregations when ingesting with spark engine, 1610, gtopper
* **Docs**: Improvements to Creating and Using Functions, 1653, jillnogold
* **Serving**: Set proper event metadata defaults, add step for setting metadata from body, 1651, yaronha
* **Docs**: Add details about Platform data-access user parameter and Grafana, 1644, jillnogold
* **Docs**: Details on using downloaded data files in air-gapped sites, 1613, jillnogold
* **Feature Store**: Support fixed/relative time string ranges in `get_offline_features()`, 1637, yaronha
* **System Tests**: Add more assertions to model monitoring tests, 1641, katyakats
* **API**: Add versioning compatibility to server and client, 1635, tankilevitch
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc4#features-and-enhancements)

Bug fixes
* **Model Monitoring**: `list_endpoints` should succeed even if batch job did not run yet, 1663, katyakats
* **Feature Store**: Fix permission check in `get_feature_vector`, 1659, katyakats
* **Serving**: Workaround for Nuclio bug, 1649, gtopper
* **Projects**: Fix and simplify function enrichment and build flow, 1655, yaronha
* **Docs**: Delete incorrect text, 1654, jillnogold
* **Datastore**: Raise exception when `start_time`/`end_time` are passed and `time_column` is not, 1627, katyakats
* **System Tests**: Fix system tests stuck on unclosed online feature service, 1645, tankilevitch
* **SDK**: Fix wrong config import in httpdb, 1646, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc4#bug-fixes)


Pull requests:
0b653df3 [Model Monitoring] `list_endpoints` should succeed even if batch job did not run yet (1663)
5d1adb4e [Feature Store] Fix permission check in `get_feature_vector` (1659)
dfa4e3a6 [DB] Increase timestamp fractional seconds precision to 3 (1640)
cbe136e9 [Docs] Delete description of batch functions because it's covered elsewhere (1661)
7cd7d800 [Requirements] Bump storey (1658)
4d6405c8 [Serving] Workaround for Nuclio bug (1649)
37f75a03 [Feature Store] Normalize ingestion function name (1662)
8e91039d [Feature Store] Add test for `MapWithState` (1657)
2f367b29 [Projects] Fix and simplify function enrichment and build flow (1655)
218d566f [Workflows] Automatically add `{{workflow.uid}}` to artifact path when running workflows (1652)
04cc1317 [Feature Store] Support aggregations when ingesting with spark engine (1610)
2e4e914a [Docs] Improvements to Creating and Using Functions (1653)
cc86a477 [Docs] Delete incorrect text (1654)
afd72025 [Datastore] Raise exception when `start_time`/`end_time` are passed and `time_column` is not (1627)
0f848e68 [Requirements] Bump storey (1642)
3aa149a2 [Serving] Set proper event metadata defaults, add step for setting metadata from body (1651)
91a7ce9f [System Tests] Fix system tests stuck on unclosed online feature service (1645)
05c888ee [SDK] Fix wrong config import in httpdb (1646)
7c01951c [Docs] Add details about Platform data-access user parameter and Grafana (1644)
b91236b3 [Docs] Details on using downloaded data files in air-gapped sites (1613)
aeddeeaa [Feature Store] Support fixed/relative time string ranges in `get_offline_features()` (1637)
f253b467 [System Tests] Add more assertions to model monitoring tests (1641)
047749d9 [API] Add versioning compatibility to server and client (1635)

Features / Enhancements
* **DB**: Bump MySQL to 8.0, 1638, Hedingber
* **Docs**: Update documentation for function ingest, 1633, george0st
* **API**: Support partitioning in list runs endpoint, 1632, Hedingber
* **Docs**: Bump docs docker tag to 0.9.2, 1634, Hedingber
* **Docs**: Remove "beta" from feature store, 1629, jillnogold
* **Projects**: Support setting requirements in project & functions and accept hub urls in project ops, 1628, yaronha
* **Projects**: Print workflow ui hyperlink in project.run(), 1626, yaronha
* **DB**: Optimize runs table, 1622, Hedingber
* **Feature Store**: Enhance `RunConfig` to simplify code and provide flexibility, 1623, yaronha
* **System Tests**: Add API backward compatibility tests, 1615, tankilevitch
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc3#features-and-enhancements)

Bug fixes
* **Automation**: Fix system test prepare script API configuration, 1631, Hedingber
* **System Tests**: Fix incompatibility with artifact paths, 1624, tankilevitch
* **Release Notes Generator**: Fix failure when there are no commits, 1625, tankilevitch
* **Model Monitoring**: Fix model monitoring over feature store (httpSource), 1620, katyakats
* **Artifacts**: Fix log_artifact/dataset issues, 1621, yaronha
* **Feature Store**: Fix issue with `get_offline` or `get_online` for tag, 1577, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc3#bug-fixes)


Pull requests:
4c120719 [DB] Bump MySQL to 8.0 (1638)
13213260 [Docs] Update documentation for function ingest (1633)
b7b1166d [API] Support partitioning in list runs endpoint (1632)
c69e011b [Docs] Bump docs docker tag to 0.9.2 (1634)
b6108e33 [Automation] Fix system test prepare script API configuration (1631)
967b76ac [Docs] Remove "beta" from feature store (1629)
f270c132 [Projects] Support setting requirements in project & functions and accept hub urls in project ops (1628)
c8755eda [System Tests] Fix incompatibility with artifact paths (1624)
f5ce3356 [Projects] Print workflow ui hyperlink in project.run() (1626)
888e01f4 [Release Notes Generator] Fix failure when there are no commits (1625)
1db3d735 [DB] Optimize runs table (1622)
55007a63 [Model Monitoring] Fix model monitoring over feature store (httpSource) (1620)
472db98c [Feature Store] Enhance `RunConfig` to simplify code and provide flexibility (1623)
cd6afbe7 [System Tests] Add API backward compatibility tests (1615)
3b137c72 [Artifacts] Fix log_artifact/dataset issues (1621)
3ffe13cb [Feature Store] Fix issue with `get_offline` or `get_online` for tag (1577)

Features / Enhancements
* **Frameworks**: Add the `tag` attribute to the ml frameworks, 1618, guy1992l
* **Execution**: Add utility function to get project parameter from context, 1612, theSaarco
* **Requirements**: Bump Tensorflow to 2.7.0 and Horovod to 0.23.0, 1603, Hedingber
* **Requirements**: Bump storey to 0.10.0, 1602, gtopper
* **CI**: Add step that runs backward compatibility tests on PRs, 1592, tankilevitch
* **Feature Store**: Add Dask and Spark feature mergers (get_offline_features), 1544, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc2#features-and-enhancements)

Bug fixes
* **API**: Fix artifact storing without project in body, 1608, tankilevitch
* **DB**: Align run `start_time` column and body field, 1607, Hedingber
* **CI**: Refactor use of pwd in Makefile + fixes, 1601, tankilevitch
* **Docs**: Improve coverage of spark ingestion, 1596, urihoenig
* **DB**: Fix list functions by non-existing tag to return empty list instead of all functions, 1599, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc2#bug-fixes)


Pull requests:
36e26e9f [API] Fix artifact storing without project in body (1608)
3b5cfe4e [Frameworks] Add the `tag` attribute to the ml frameworks (1618)
6c0eb23a [Execution] Add utility function to get project parameter from context (1612)
05a3197e [DB] Align run `start_time` column and body field (1607)
40330e6d [Requirements] Bump Tensorflow to 2.7.0 and Horovod to 0.23.0 (1603)
0387f1a7 [CI] Refactor use of pwd in Makefile + fixes (1601)
95ae3661 [Requirements] Bump storey to 0.10.0 (1602)
1782e4f9 [Docs] Improve coverage of spark ingestion (1596)
c4faa0cf [DB] Fix list functions by non-existing tag to return empty list instead of all functions (1599)
9ad95657 [CI] Add step that runs backward compatibility tests on PRs (1592)
9abcdd5f [Feature Store] Add Dask and Spark feature mergers (get_offline_features) (1544)

Features / Enhancements
* **Serving**: Allow setting trigger args for intermediate stream, 1589, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc1#features-and-enhancements)

Bug fixes
* **Serving**: Pass context to StreamTarget, 1579, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.10.0-rc1#bug-fixes)


Pull requests:
86bef823 [Serving] Pass context to StreamTarget (1579)
04abe1a9 [Serving] Allow setting trigger args for intermediate stream (1589)