Mlrun

Features / Enhancements
* **Feature Store**: Steps to pandas, 2348, davesh0812
* **Datastore**: Support `full_event` in `StreamTarget` and `KafkaTarget`, 2468, gtopper
* **Requirements**: Explicitly require importlib-metadata >= 3.6, 2482, AlonMaor14
* **Projects**: Pass `artifact_path` to the function runner, 2480, yonishelach
* **Docs**: Build-image page - language fixes, 2478, theSaarco
* **Requirements**: Add Jinja2 explictly, 2472, AlonMaor14
* **Docs**: Update/restructure the docs index page, 2466, yaronha
* **Docs**: Batch inference documentation, 2445, gilad-shaham
* **Artifacts**: Set default to full format on get and list artifacts APIs, 2410, AlonMaor14
* **Docs**: Added page on building function images, 2454, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc6#features-and-enhancements)

Bug fixes
* **Projects**: Fix Project Sync Failing Due To `can't compare offset-naive and offset-aware datetimes`, 2470, quaark
* **Run**: Move maps initialization into the ContextHandler, 2475, guy1992l
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc6#bug-fixes)


Pull requests:
a691f8f9 [Feature Store] Steps to pandas (2348)
a8913d2c [Datastore] Support `full_event` in `StreamTarget` and `KafkaTarget` (2468)
b288a4a4 [Requirements] Explicitly require importlib-metadata >= 3.6 (2482)
0df86e04 [Projects] Pass `artifact_path` to the function runner (2480)
5ed0b4d5 [Docs] Build-image page - language fixes (2478)
17c08280 [Run] Move maps initialization into the ContextHandler (2475)
f328fb83 [Requirements] Add Jinja2 explictly (2472)
83302fc7 [Projects] Fix Project Sync Failing Due To `can't compare offset-naive and offset-aware datetimes` (2470)
7d8ed19b [Docs] Update/restructure the docs index page (2466)
38fd2dfd [Docs] Batch inference documentation (2445)
7dfdb04a [Artifacts] Set default to full format on get and list artifacts APIs (2410)
627a7cb1 [Docs] Added page on building function images (2454)

Features / Enhancements
* **Tags**: Add sdk support for object tagging, 2438, tankilevitch
* **CLI**: Support schedule param to be passed as bool, 2457, GiladShapira94
* **Docs**: Note for port reconfiguration, 2459, george0st
* **Datastore**: Changing code to use `MLRUN_AWS_ROLE_ARN` instead of `AWS_ROLE_ARN`, 2461, theSaarco
* **CI**: Add lint step for python 3.9 and fix linting failure, 2462, tankilevitch
* **Runtimes**: Add schedule arg to run_function(), 2456, yaronha
* **Utils**: Redact username and password from git repo URL, 2444, AlonMaor14
* **Docs**: Update `Dask Pipeline` demo to work with newest MLRun, 2448, guy1992l
* **Docs**: TOC Fixes and remove redundant files, 2443, yaronha
* **Docs**: Delete empty files, move graphics, 2442, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc5#features-and-enhancements)

Bug fixes
* **Tests**: Fix `TestFeatureStore::test_post_aggregation_step`, 2460, gtopper
* **Docs**: Fix warnings, TOC and ref errors, 2447, gilad-shaham
* **Datastore**: Fix sync engine write to parquet, 2430, gtopper
* **Projects**: Fix Sync Mechanism Using Wrong `updated_at` Filter, 2458, quaark
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc5#bug-fixes)


Pull requests:
c1d3198f [Tags] Add sdk support for object tagging (2438)
9c3dd474 [CLI] Support schedule param to be passed as bool (2457)
8de2538a [Docs] Note for port reconfiguration (2459)
7824a3fb [Tests] Fix `TestFeatureStore::test_post_aggregation_step` (2460)
2ffab547 [Datastore] Changing code to use `MLRUN_AWS_ROLE_ARN` instead of `AWS_ROLE_ARN` (2461)
ce1c92d5 [CI] Add lint step for python 3.9 and fix linting failure (2462)
c84cafb4 [Projects] Fix Sync Mechanism Using Wrong `updated_at` Filter (2458)
2f817444 [Runtimes] Add schedule arg to run_function() (2456)
5bef2d24 [Docs] Fix warnings, TOC and ref errors (2447)
70f577b7 [Datastore] Fix sync engine write to parquet (2430)
e3fb7005 [Utils] Redact username and password from git repo URL (2444)
729dd23f [Docs] Update `Dask Pipeline` demo to work with newest MLRun (2448)
771f3798 [Docs] TOC Fixes and remove redundant files (2443)
6d81d9e2 [Docs] Delete empty files, move graphics (2442)

Features / Enhancements
* **FeatureStore**: Fix Redis server-type config and limit pandas to <1.5.0, 2418, assaf758
* **Artifacts**: Fix multiple issues in logging artifacts, 2425, guy1992l
* **Docs**: Refactor TOC and edit relevant content, 2436, yaronha
* **Docs**: Updated logo size and margins, 2435, gilad-shaham

* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc4#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc4#bug-fixes)


Pull requests:
17bd1331 [FeatureStore] Fix Redis server-type config and limit pandas to <1.5.0 (2418)
889747f7 [Artifacts] Fix multiple issues in logging artifacts (2425)
c1de7cdf [Docs] Refactor TOC and edit relevant content (2436)
9e255e2f [Docs] Updated logo size and margins (2435)

Features / Enhancements
* **Artifacts**: Fix `del_artifact` to properly support providing a tag, 2433, theSaarco
* **Model Monitoring**: Fix system test for monitoring feature set URI, 2432, Eyal-Danieli
* **Tags**: Add endpoints for tagging objects, 2412, tankilevitch
* **Docs**: Edit, add, and refactor tutorials, 2429, yaronha

* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc3#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc3#bug-fixes)


Pull requests:
0db98002 [Artifacts] Fix `del_artifact` to properly support providing a tag (2433)
b09a18fd [Model Monitoring] Fix system test for monitoring feature set URI (2432)
70c04edf [Tags] Add endpoints for tagging objects (2412)
af936abc [Docs] Edit, add, and refactor tutorials (2429)

Features / Enhancements
* **CLI**: Add option to run the API/DB in background process, 2416, yaronha
* **API**: Simplify env and Nuclio mock setting, 2403, yaronha
* **Artifacts**: Refactor artifact endpoints, 2391, tankilevitch
* **Datastore**: S3 - support profile and assume-role when using `fsspec`, 2406, theSaarco
* **Notifications**: Sending Business Logic Refactor, 2376, quaark
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc2#features-and-enhancements)

Bug fixes
* **Run**: Fix labels initialization in `code_to_function`, 2409, TomerShor
* **Docs**: Fix docker-compose where mlrun leads nuclio, 2422, liranbg
* **Docs**: Fix local-docker mkdir command, 2420, liranbg
* * **Notifications**: Fix `mlrun.utils.notifications.notification` import, 2421, tankilevitch
* **Notifications**: Fix `mlrun.utils.notifications` module import error, 2419, tankilevitch
* * **Notifications**: Fix import loop, 2413, quaark
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc2#bug-fixes)


Pull requests:
9a536f54 [Docs] fix docker-compose where mlrun leads nuclio (2422)
ce1a3ff1 [Notifications] Fix `mlrun.utils.notifications.notification` import (2421)
155c72d7 [Docs] Fix local-docker mkdir command (2420)
e334b19a [Notifications] Fix `mlrun.utils.notifications` module import error (2419)
ea27b9b6 [CLI] Add option to run the API/DB in background process (2416)
b14fbb5e [API] Simplify env and Nuclio mock setting (2403)
f3170087 [Notifications] Fix import loop (2413)
f1b49007 [Artifacts] Refactor artifact endpoints (2391)
caa42519 [Run] Fix labels initialization in `code_to_function` (2409)
4ebdd17d [Datastore] S3 - support profile and assume-role when using `fsspec` (2406)
67b2ec85 [Notifications] Sending Business Logic Refactor (2376)

Features / Enhancements
* **Docs**: Update wording on grafana configuration for model monitoring, 2396, nschenone
* **CI**: Add retry for downloading provctl binary in system tests & write provctl logs to `/tmp`, 2402, tankilevitch
* **Config**: Add CE mode to config and client spec, 2398, TomerShor
* **Serving**: Support mock of deploy_function() to run demo/tutorials w/o real Nuclio, 2399, yaronha
* **Model Monitoring**: Add link to monitoring feature set URI under the model endpoint object, 2393, Eyal-Danieli
* **V3IO**: Add support for upload of >5GB files, 2379, assaf758
* **Artifacts**: Support uploading artifact by its hash, 2368, tankilevitch
* **Serving**: Support multiple after steps in serving graph, 2374, yaronha
* **Datastore**: Support S3 authentication using local profile or assuming an IAM role, 2395, theSaarco
* **FeatureStore**: Organize redis config and fix target, 2384, assaf758
* **Runtimes**: Enrich MPI with service account, 2388, tankilevitch
* **Requirements**: Blacklist protobuf 3.20.2, 2389, gtopper
* **Docs**: Add docs for feature-set spec and status, 2357, theSaarco
* **Frameworks**: Upgrade the feature importance plan, 2382, guy1992l
* **Model Monitoring**: Apply basic model monitoring configurations using the serving function, 2220, Eyal-Danieli
* **Projects**: Add option to set tag in `set_function`, 2344, GiladShapira94
* **Tests**: Skip redis tests until fixed & integrated with real redis, 2365, tankilevitch
* **Model Monitoring**: Add rescaling to the drift histograms plot, 2366, guy1992l
* **Nuclio**: Simplify spec and support non py code in `code_to_function` (for Nuclio), 2329, yaronha
* **Docs**: Model serving overview page, 2360, gilad-shaham
* **Requirements**: Bump v3io and v3iofs versions, 2359, gtopper
* **Builder**: Add service account to kaniko pod, 2298, AlonMaor14
* **CI**: Bump CI build images prefix to 1.2.0, 2351, tankilevitch
* **CI**: Install extras-requirements in open source system tests, 2350, tankilevitch
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc1#features-and-enhancements)

Bug fixes
* **Client-spec**: Fix configuration passing of artifacts, 2400, tankilevitch
* **Datastore**: Fix WasbFS info to call underlying FS correctly, 2343, speretz-ig
* **Tutorial**: Revert "[Tutorial] Fix taxi demo and align quick-start, 2364, tankilevitch
* **Tutorial**: Fix Taxi demo `auto_mount` remove and param correction, 2377, daniels290813
* **Nuclio**: Fix bug in system tests with nuclio jobs, 2375, yaronha
* **Migrations**: Fix failure in backup as a result of a big blob, 2387, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.0-rc1#bug-fixes)


Pull requests:
09a9eba4 [Docs] Update wording on grafana configuration for model monitoring (2396)
7bece7b5 [CI] Add retry for downloading provctl binary in system tests & write provctl logs to `/tmp` (2402)
683e82bf [Config] Add CE mode to config and client spec (2398)
c79a586b [Serving] Support mock of deploy_function() to run demo/tutorials w/o real Nuclio (2399)
28348ead [Model Monitoring] Add link to monitoring feature set URI under the model endpoint object (2393)
dae9f80f [Client-spec] Fix configuration passing of artifacts (2400)
cbf4cc6b [V3IO] Add support for upload of >5GB files (2379)
3408dee9 [Artifacts] Support uploading artifact by its hash (2368)
30a9d1f4 [Serving] Support multiple after steps in serving graph (2374)
fd7af85d [Datastore] Support S3 authentication using local profile or assuming an IAM role (2395)
e45179b8 [FeatureStore] Organize redis config and fix target (2384)
c036e3e8 [Migrations] Fix failure in backup as a result of a big blob (2387)
af00dd76 [Runtimes] Enrich MPI with service account (2388)
a50e6f4c [Requirements] Blacklist protobuf 3.20.2 (2389)
7d3706bd [Docs] Add docs for feature-set spec and status (2357)
5f948aa9 [Frameworks] Upgrade the feature importance plan (2382)
e7714b27 [Tutorial] Fix Taxi demo `auto_mount` remove and param correction (2377)
875fb710 [Model Monitoring] Apply basic model monitoring configurations using the serving function (2220)
3204945d [Nuclio] Fix bug in system tests with nuclio jobs (2375)
a2b9ec48 [Projects] Add option to set tag in `set_function` (2344)
c6ebb839 [Tests] Skip redis tests until fixed & integrated with real redis (2365)
15591e09 [Model Monitoring] Add rescaling to the drift histograms plot (2366)
2242563d [Tutorial] Revert "[Tutorial] Fix taxi demo and align quick-start (2364)
b6106b95 [Nuclio] Simplify spec and support non py code in `code_to_function` (for Nuclio) (2329)
4b9a8162 [Docs] Model serving overview page (2360)
968345a9 [Datastore] Fix WasbFS info to call underlying FS correctly (2343)
d1621b56 [Requirements] Bump v3io and v3iofs versions (2359)
3fde2d28 [Builder] Add service account to kaniko pod (2298)
9673624e [CI] Bump CI build images prefix to 1.2.0 (2351)
e6c327f0 [CI] Install extras-requirements in open source system tests (2350)