Mlrun

Features / Enhancements
* **Feature Store**: Support passing FeatureSet entities as strings, 1441, yaronha
* **Feature Store**: Use `StepToDict` in more steps, 1440, yaronha
* **Frameworks**: Add default paths for demos and tensorboard, 1428, guy1992l
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc10#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix access key setting to batch processing function, 1442, katyakats
* **Feature Store**: Raise exception on targets that do not support overwrite=false, 1435, dinal
* **Feature Store**: Avoid collecting Spark dataframe to driver on infer, 1431, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc10#bug-fixes)


Pull requests:
97209b27 [Feature Store] Support passing FeatureSet entities as strings (1441)
7b7acfa5 [Feature Store] Use `StepToDict` in more steps (1440)
e63a9da0 [Model Monitoring] Fix access key setting to batch processing function (1442)
9a8fe6e4 [Frameworks] Add default paths for demos and tensorboard (1428)
9b5b1168 [Feature Store] Raise exception on targets that do not support overwrite=false (1435)
de617bf6 [Feature Store] Avoid collecting Spark dataframe to driver on infer (1431)

Features / Enhancements
* **Runtimes**: Support Sparkjob monitoring & add new mounts support, 1427, urihoenig
* **Feature Store**: Throw exception when trying to get_offline_features on a vector with no features, 1426, dinal
* **SDK**: Change to warn on Major mismtach and notify (info) on Minor mismatch, 1434, Hedingber
* **Projects**: Normalize username when adding to project name, 1429, Hedingber
* **Docs**: Document object-storage access and credential passing, 1420, theSaarco
* **Requirements**: Bump storey to 0.8.4 and v3io-frames to 0.9.6, 1422, dinal
* **Serving**: Better error message, 1423, gtopper
* **Frameworks**: Add `model_name` argument to the `to_onnx` method, 1403, guy1992l
* **API**: Add authentication feature flag to frontend spec response, 1424, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc9#features-and-enhancements)

Bug fixes
* **Builder**: Fix builder pod mount to use request user credentials, 1438, Hedingber
* **Projects**: Fix functions cache and add requirements param to `build_function()`, 1437, yaronha
* **Sparkjob**: Fix termination time resolution, 1436, urihoenig
* **Serving**: Fix graph step serialization, local/builtin classes and full_event param, 1433, yaronha
* **Runtimes**: Make `auto_mount()` take pvc params from config if exist, 1432, theSaarco
* **Serving**: Fix missing handler error handling, 1430, gtopper
* **API**: Improve data version resolution, 1425, quaark
* **Serving**: Bug fixes and enhancements to Serving/Graph, 1421, yaronha
* **Serving**: Fix label to be k8s compatible in multi function serving graph, 1405, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc9#bug-fixes)


Pull requests:
4d84ff59 [Builder] Fix builder pod mount to use request user credentials (1438)
97fba01a [Projects] Fix functions cache and add requirements param to `build_function()` (1437)
7a048096 [Sparkjob] Fix termination time resolution (1436)
a5cd62c7 [Runtimes] Support Sparkjob monitoring & add new mounts support (1427)
4e84467a [Feature Store] Throw exception when trying to get_offline_features on a vector with no features (1426)
a8ce6faa [SDK] Change to warn on Major mismtach and notify (info) on Minor mismatch (1434)
a37881fd [Serving] Fix graph step serialization, local/builtin classes and full_event param (1433)
e10de973 [Runtimes] Make `auto_mount()` take pvc params from config if exist (1432)
4bf7c52a [Serving] Fix missing handler error handling (1430)
5cb024a6 [Projects] Normalize username when adding to project name (1429)
03daf2c0 [API] Improve data version resolution (1425)
9d3fe613 [Serving] Bug fixes and enhancements to Serving/Graph (1421)
e2477616 [Docs] Document object-storage access and credential passing (1420)
05c5a00f [Requirements] Bump storey to 0.8.4 and v3io-frames to 0.9.6 (1422)
0272b544 [Serving] Better error message (1423)
e1a81278 [Frameworks] Add `model_name` argument to the `to_onnx` method (1403)
e0c0dc87 [API] Add authentication feature flag to frontend spec response (1424)
18ae97b2 [Serving] Fix label to be k8s compatible in multi function serving graph (1405)

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc8#features-and-enhancements)

Bug fixes
* **DB**: Only backup database if data/schema migration is needed, 1415, quaark
* **Feature Store**: Get the correct database when the ingestion flow running inside the api, 1419, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc8#bug-fixes)


Pull requests:
2e841712 [Feature Store] Get the correct database when the ingestion flow running inside the api (1419)
dc1204a0 [DB] Only backup database if data/schema migration is needed (1415)

Features / Enhancements
* **Projects**: Simplify follower member code, 1416, Hedingber
* **Docs**: Documenting auto-mount, 1404, theSaarco
* **Requirements**: Bump v3io-frames to 0.9.5, 1413, dinal
* **DB**: DB Backups and DB Migrations are configurable, 1414, quaark
* **Builder**: Support providing pip ca file, 1407, Hedingber
* **API**: Use new get or create access key endpoint in Iguazio client, 1410, Hedingber
* **Builder**: Bump kaniko to v1.6.0, 1408, Hedingber
* **Requirements**: Bump storey & fix spacing in some strings, 1406, gtopper
* **Datastore**: Support s3 endpoint_url for boto operations, 1401, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc7#features-and-enhancements)

Bug fixes
* **Requirements**: Make fsspec and its sub-requirements more strict, 1417, Hedingber
* **Requirements**: Fix conflicts, 1412, Hedingber
* **Docs**: Fix broken links, 1409, Hedingber
* **Scheduler**: Fix secrets handling, 1402, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc7#bug-fixes)


Pull requests:
ca8be5aa [Requirements] Make fsspec and its sub-requirements more strict (1417)
32c3ce52 [Projects] Simplify follower member code (1416)
9f68d70d [Docs] Documenting auto-mount (1404)
9db7eaa1 [Requirements] Bump v3io-frames to 0.9.5 (1413)
695eea93 [DB] DB Backups and DB Migrations are configurable (1414)
c06f0b4d [Builder] Support providing pip ca file (1407)
cf37e273 [API] Use new get or create access key endpoint in Iguazio client (1410)
40c506ae [Requirements] Fix conflicts (1412)
5e912e23 [Docs] Fix broken links (1409)
9192f6a2 [Builder] Bump kaniko to v1.6.0 (1408)
e8074769 [Requirements] Bump storey & fix spacing in some strings (1406)
d15ac8c4 [Scheduler] Fix secrets handling (1402)
926fb368 [Datastore] Support s3 endpoint_url for boto operations (1401)

Features / Enhancements
* **Feature Store**: ingestion of large files + BigQuery source (pandas + spark), 1394, yaronha
* **Feature Store**: Support partitioning in parquet target in spark, 1400, gtopper
* **API**: Count file artifacts instead of functions in project summary, 1358, Hedingber
* **Datastore**: Support Google cloud storage, 1395, theSaarco
* **Runtimes**: Add project secrets to Nuclio functions, 1386, theSaarco
* **Feature Store**: Check permissions for feature set/vector ops, 1393, katyakats
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc6#features-and-enhancements)

Bug fixes
* **DB**: Fix `data_version` table, 1399, quaark
* **MySQL Migration**: explicitly set sqlite tables to migrate, 1396, quaark
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc6#bug-fixes)


Pull requests:
02c523f1 [Feature Store] ingestion of large files + BigQuery source (pandas + spark) (1394)
9da0cd8c [Feature Store] Support partitioning in parquet target in spark (1400)
ac1b6756 [API] Count file artifacts instead of functions in project summary (1358)
f626ea88 [DB] Fix `data_version` table (1399)
22735c45 [Datastore] Add missing comment in gcs (1397)
33fe83a1 [Datastore] Support Google cloud storage (1395)
e921b6a8 [MySQL Migration] explicitly set sqlite tables to migrate (1396)
57c593c9 [Runtimes] Add project secrets to Nuclio functions (1386)
d864e588 [Feature Store] Check permissions for feature set/vector ops (1393)

Features / Enhancements
* **Feature Store**: Add `with_indexes` flag to `get_offline_features`, 1391, yaronha
* **Docs**: Remove unneeded context from getting started tutorial, 1390, yaronha
* **API**: Optimize data migrations to happen only once, 1362, Hedingber
* **Requirements**: Bump `storey` version to 0.8.2, 1388, eyalsol
* **Frameworks**: Added ONNX support and IO logging, 1299, guy1992l
* **Docs**: Update spark doc, 1385, dinal
* **Requirements**: Loosen fsspec and related requirements, 1312, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc5#features-and-enhancements)

Bug fixes
* **Sparkjob**: Fix empty node selector handling, 1389, urihoenig
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.8.0-rc5#bug-fixes)


Pull requests:
4e9cf66a [Feature Store] Add `with_indexes` flag to `get_offline_features` (1391)
04ade2dd [Docs] Remove unneeded context from getting started tutorial (1390)
4a242835 [Sparkjob] Fix empty node selector handling (1389)
c2196044 [API] Optimize data migrations to happen only once (1362)
f8c25c3d [Requirements] Bump `storey` version to 0.8.2 (1388)
7df1c36f [Frameworks] Added ONNX support and IO logging (1299)
7582c4c8 [Docs] Update spark doc (1385)
45fc6f0f [Requirements] Loosen fsspec and related requirements (1312)