Mlrun

Features / Enhancements
* **Runtimes**: Support pods priority, 1228, AlonMaor14
* **Projects**: Ensure auth and that project exists in `set_environment`, 1239, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc9#features-and-enhancements)

Bug fixes
* **Pipelines**: Fix DAG generation, 1242, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc9#bug-fixes)


Pull requests:
fd11af7 [Pipelines] Fix DAG generation (1242)
2eff5be [Runtimes] Support pods priority (1228)
653e02a [Projects] Ensure auth and that project exists in `set_environment` (1239)

Features / Enhancements
* **Docs**: Add documentation for Spark+S3, 1230, gtopper
* **Runtimes**: Disable auto mount by default, 1232, Hedingber
* **Images**: Make tensorflow and horovod versions configurable from makefile + update readme, 1231, Hedingber
* **Feature Store**: Add test for JoinWithTable, 1222, gtopper
* **Serving**: Try to load json by default, 1229, yaronha
* **Model Monitoring**: Automate the deployment process, 1182, Michaelliv
* **API**: Add basic OPA verification for marketplace APIs, 1223, theSaarco
* **Images**: Bump Tensorflow to 2.4.1 and Horovod to 0.22.1, 1181, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc8#features-and-enhancements)

Bug fixes
* **Projects**: Fix default artifact path setting, init repo in non-existing dir and set function from notebook, 1237, Hedingber
* **API**: Reuse formatting logic on Pipelines list and get endpoints, 1235, Hedingber
* **API**: Enforce project read permission before listing resource, 1233, Hedingber
* **Builder**: Fix build from git bugs + allow passing credentials, 1214, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc8#bug-fixes)


Pull requests:
683e8c5 [Images] Fix typos from 1231 (1238)
2f2fec1 [Projects] Fix default artifact path setting, init repo in non-existing dir and set function from notebook (1237)
8cd9be7 [API] Reuse formatting logic on Pipelines list and get endpoints (1235)
5a957d6 [Docs] Add documentation for Spark+S3 (1230)
80563a0 [API] Enforce project read permission before listing resource (1233)
4676238 [Runtimes] Disable auto mount by default (1232)
6b659a6 [Images] Make tensorflow and horovod versions configurable from makefile + update readme (1231)
feebd3e [Builder] Fix build from git bugs + allow passing credentials (1214)
e904c7d [Feature Store] Add test for JoinWithTable (1222)
2febc3b [Serving] Try to load json by default (1229)
e2b4c0a [Model Monitoring] Automate the deployment process (1182)
0cffb5d [API] Add basic OPA verification for marketplace APIs (1223)
dce9cec [Images] Bump Tensorflow to 2.4.1 and Horovod to 0.22.1 (1181)

Features / Enhancements
* **API**: Remove garbage code, 1226, Hedingber
* **OPA**: Optimize resources filter to send one request to opa server, 1225, Hedingber
* **Feature Store**: Add print with start time and end time, 1221, katyakats
* **Runtimes**: Adding option to manually disable auto-mount on a specific run, 1219, theSaarco
* **API**: Enforce OPA on feature vector's feature sets on get/list feature vectors, 1216, Hedingber
* **Azure DataStore**: Handle storage options as secrets, 1206, hayesgb
* **API**: Enforce OPA permissions on projects get and list endpoints, 1210, Hedingber
* **Feature Store**: Support simple ingest for sync engine flows, 1211, katyakats
* **Feature Store**: Add stream source to ingestion service, 1204, dinal
* **API**: Enforce OPA on feature vector's feature sets on create/update/patch feature vector, 1209, Hedingber
* **Scheduler**: Get session from project owner when missing (upgrade), 1208, Hedingber
* **Feature Store**: Support time range on ingested jobs, 1176, katyakats
* **API**: Enforce OPA on runtime resources endpoints, 1205, Hedingber
* **Datastore**: Improve support for Dask DataFrames, 1143, hayesgb
* **Feature Store**: Adding fixed window type to `get_online_feature_service`, 1178, eyalsol
* **API**: Add client spec endpoint, 1192, AlonMaor14
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc7#features-and-enhancements)

Bug fixes
* **Feature Store**: Replace s3 url scheme with s3a when engine is spark, 1212, gtopper
* **Migration Tests**: Fix tests to support new pytest_alembic version (0.4.0), 1218, quaark
* **Projects**: Improve handling of failures in Iguazio, 1215, Hedingber
* **Requirements**: Bound google-auth to 1.x and pytest-alembic to 0.3.x, 1213, Hedingber
* **Feature Store**: Get offline features fix with indexes, 1202, benbd86
* **Projects**: Fixes, docs, and enhancements to projects , 1151, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc7#bug-fixes)


Pull requests:
2672417 [API] Remove garbage code (1226)
3fc5658 [OPA] Optimize resources filter to send one request to opa server (1225)
8e55609 [Feature Store] Fix system test breakages from get offline features fix (1220)
5948673 [Feature Store] Replace s3 url scheme with s3a when engine is spark (1212)
0a0be38 [Feature Store] Add print with start time and end time (1221)
20439a6 [Runtimes] Adding option to manually disable auto-mount on a specific run (1219)
f04939f [MigrationTests] Fix tests to support new pytest_alembic version (0.4.0) (1218)
1762491 [API] Enforce OPA on feature vector's feature sets on get/list feature vectors (1216)
71d9701 [Projects] Improve handling of failures in Iguazio (1215)
936a829 [Azure DataStore] Handle storage options as secrets (1206)
1c05ecc [API] Enforce OPA permissions on projects get and list endpoints (1210)
588526f [Requirements] Bound google-auth to 1.x and pytest-alembic to 0.3.x (1213)
b3f8880 [Feature Store] Get offline features fix with indexes (1202)
d6f85ab [Projects] Fixes, docs, and enhancements to projects (1151)
8dffc9a [Feature Store] Support simple ingest for sync engine flows (1211)
e171106 [Feature Store] Add stream source to ingestion service (1204)
52ed38f [API] Enforce OPA on feature vector's feature sets on create/update/patch feature vector (1209)
af11792 [Scheduler] Get session from project owner when missing (upgrade) (1208)
6ecb479 [Feature Store] Support time range on ingested jobs (1176)
ab7d7a1 [API] Enforce OPA on runtime resources endpoints (1205)
eaa8c5f [Datastore] Improve support for Dask DataFrames (1143)
c7c73a9 [Feature Store] Fix `test_query_on_fixed_window` failure (1207)
1d1a052 [Feature Store] Adding fixed window type to `get_online_feature_service` (1178)
c5a4a16 [API] Add client spec endpoint (1192)

Features / Enhancements
* **Feature Store**: Support multiple keys for spark engine, 1203, katyakats
* **Runtimes**: Support configuring auto mount type, 1191, theSaarco
* **Secrets**: Support using key maps for secrets, 1195, Hedingber
* **Artifacts**: Added Bokeh artifact, 1105, guy1992l
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc6#features-and-enhancements)

Bug fixes
* **Feature Store**: Align get_stats for spark engine with storey engine, 1201, katyakats
* **API**: Resolve project from pipeline if project wasn't specified on get pipeline endpoint, 1199, Hedingber
* **Pipelines**: Send project to server where known, 1198, Hedingber
* **SDK**: Fix list artifact tags in httpdb, 1197, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc6#bug-fixes)


Pull requests:
2879e20 [Feature Store] Support multiple keys for spark engine (1203)
36bc5ce [Runtimes] Support configuring auto mount type (1191)
d577871 [Feature Store] Align get_stats for spark engine with storey engine (1201)
213b0c5 [API] Resolve project from pipeline if project wasn't specified on get pipeline endpoint (1199)
57dd590 [Secrets] Support using key maps for secrets (1195)
9081f14 [Artifacts] Added Bokeh artifact (1105)
be56dd3 [Pipelines] Send project to server where known (1198)
74b891c [SDK] Fix list artifact tags in httpdb (1197)

Features / Enhancements
* **Projects**: Handle project owner, 1194, Hedingber
* **Scheduler**: Store creating user creds and use on reload schedules, 1172, Hedingber
* **Azure DataStore**: Handle upload strings vs bytes and filepath formation when using adlfs, 1159, hayesgb
* **Run**: Preserve original code name/path where possible, 1162, yaronha
* **API**: Add marketplace apis, 1080, theSaarco
* **API**: Enforce opa on pipelines endpoints, 1173, Hedingber
* **Feature Store**: Remove emit policy from `add_aggregation`, 1165, dinal
* **API**: Run auth in threadpool, 1171, Hedingber
* **Sparkjob**: Support deploying default image, 1153, benbd86
* **API+SDK**: Add option to query permissions from the client, 1161, Hedingber
* **Projects**: Cache ensured project owners to allow permissions until OPA manifest published, 1160, Hedingber
* **System Tests**: Disable scheduler minimum allowed interval to allow faster tests, 1157, Hedingber
* **Pipelines**: Enrich the pipeline with DAG on get_pipeline endpoint & Plot it (graphviz) in the client, 1031, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc5#features-and-enhancements)

Bug fixes
* **Projects**: Fix list attributes setters, 1193, Hedingber
* **Secrets**: Fix k8s project secrets to support an empty list of secrets in `with_secrets`, 1186, theSaarco
* **Feature Store**: Filter correct feature set when filtering multiple feature set by start time, 1169, katyakats
* **Projects**: Fix typo in delete project endpoint, 1184, Hedingber
* **DB**: Change Tag `object_name` column from Integer to String, 1163, quaark
* **GPU Image**: Fix Cuda link for horovod, 1180, Hedingber
* **Serving**: Fix path in streams and ensemble , 1179, yaronha
* **Feature Store**: Don't remove entity timestamp column when vector.spec.with_indexes is True, 1177, katyakats
* **Feature Store**: Throw error if trying to read from online service without an online target, 1175, dinal
* **Projects**: Remove schedules from scheduler on project deletion, 1167, Hedingber
* **Model Monitoring**: Fix rundb method names, 1156, Hedingber
* **Utils**: Update Slack run link format used for the RunNotifications, 1158, nschenone
* **API**: Keep accepting x-v3io-session-key header for auth, 1155, Hedingber
* **Nuclio**: Condition node selection on nuclio version, 1148, AlonMaor14
* **Docs**: Add note regarding testing Nuclio function with async engine via the UI, 1150, gilad-shaham
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc5#bug-fixes)


Pull requests:
f1f0c84 [Projects] Handle project owner (1194)
c249097 [Projects] Fix list attributes setters (1193)
bc89537 [Secrets] Fix k8s project secrets to support an empty list of secrets in `with_secrets` (1186)
3e46b22 [Scheduler] Store creating user creds and use on reload schedules (1172)
bd6ab8e [Requirements] Bump storey to 0.7.2 (1188)
e786753 [Azure DataStore] Handle upload strings vs bytes and filepath formation when using adlfs (1159)
4354abe [Run] Preserve original code name/path where possible (1162)
1d5503e [Feature Store] Filter correct feature set when filtering multiple feature set by start time (1169)
c8af21a [Projects] Fix typo in delete project endpoint (1184)
564d665 [DB] Fix Alembic Tree (1183)
903bba9 [DB] Change Tag `object_name` column from Integer to String (1163)
f5efea1 [GPU Image] Fix Cuda link for horovod (1180)
acf5e3d [Serving] Fix path in streams and ensemble (1179)
f03ad13 [API] Add marketplace apis (1080)
068083d [API] Enforce opa on pipelines endpoints (1173)
706f6a2 [Feature Store] Don't remove entity timestamp column when vector.spec.with_indexes is True (1177)
5ef11a0 [Feature Store] Remove emit policy from `add_aggregation` (1165)
427ee44 [Feature Store] Throw error if trying to read from online service without an online target (1175)
22a0af7 [Requirements] Bump storey version to 0.7.1 (1174)
46ef195 [Datastore] Small improvements to Azure blob handling & testing (1149)
bb682c7 [API] Run auth in threadpool (1171)
e0056f2 [API] Move auth to endpoints logic (1170)
cc758b5 [Sparkjob] Support deploying default image (1153)
6b21fc6 [System Tests] Fix open source system tests CI (1168)
879e561 [Projects] Remove schedules from scheduler on project deletion (1167)
b0bbb39 [API] Don't fail health on failure to get nuclio version (1166)
4b0e01f [Model Monitoring] Fix rundb method names (1156)
6ea27f3 [API+SDK] Add option to query permissions from the client (1161)
b67f3cd [Projects] Cache ensured project owners to allow permissions until OPA manifest published (1160)
f0e6f8b [Utils] Update Slack run link format used for the RunNotifications (1158)
cca4b0f [System Tests] Disable scheduler minimum allowed interval to allow faster tests (1157)
7d375da [API] Keep accepting x-v3io-session-key header for auth (1155)
37a5072 [Tests] Fix httpdb exception handling integration test (1154)
54f7fda [Nuclio] Condition node selection on nuclio version (1148)
c555e82 [Pipelines] Enrich the pipeline with DAG on get_pipeline endpoint & Plot it (graphviz) in the client (1031)
9e00370 [Docs] Add note regarding testing Nuclio function with async engine via the UI (1150)

Features / Enhancements
* **Datastore**: Extend Azure blob to support other auth methods, 1140, hayesgb
* **API**: Enforce OPA permissions for all operations, 1144, Hedingber
* **Jupyter Image**: Change mlrun/functions branch to master, 1145, Hedingber
* **Nuclio**: Support node selection, 1138, AlonMaor14
* **Docs**: Add documentation for model monitoring, 1136, jasonnIguazio
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc4#features-and-enhancements)

Bug fixes
* **Sparkjob**: Add validation for some parameters, 1137, benbd86
* **Pipelines**: Enrich pods with needed env var to auth against API, 1147, Hedingber
* **API**: Separate Format enum classes and refactor pipelines crud functions to class, 1146, Hedingber
* **Feature Store**: Check type of parameter for online service.get, 1139, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc4#bug-fixes)


Pull requests:
602c38d [Datastore] Extend Azure blob to support other auth methods (1140)
f126903 [Sparkjob] Add validation for some parameters (1137)
e0cacad [Pipelines] Enrich pods with needed env var to auth against API (1147)
f1f0269 [API] Enforce OPA permissions for all operations (1144)
23c36a3 [API] Separate Format enum classes and refactor pipelines crud functions to class (1146)
2bf400a [Jupyter Image] Change mlrun/functions branch to master (1145)
f250dbf [Nuclio] Support node selection (1138)
a49730f [Feature Store] Check type of parameter for online service.get (1139)
fff3049 [Docs] Add documentation for model monitoring (1136)