Mlrun

Features / Enhancements
* **Models image**: Pinning intel-tensorflow to 2.3.0 , 699, hedingber
* **Builder**: Make init container image configurable, set pull policy and pin version (3.13.1) , 696, urihoenig
* **Doc**: Update howto converting to MLRun to use set_environment , 689, gilad-shaham
* **Doc**: Update tutorial notebook 1 text to be more concise , 688, gilad-shaham
* **Doc**: Reorganize docs and add content , 677, yaronha
* **Doc**: Documenting httpdb (adding docstrings) , 679, theSaarco
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc12#features-and-enhancements)


Bug fixes
* **CI**: Fixing release branch automation to include file deletions , 685, hedingber
* **Serving**: Fix exception handling , 687, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc12#bug-fixes)


Pull requests:
5213f4d6 [Models image] Pinning intel-tensorflow to 2.3.0 (699)
ced0e66f [Builder] Make init container image configurable, set pull policy and pin version (3.13.1) (696)
0065121a [Serving] Fix exception handling (687)
8f0d3943 few small doc edits in dask, how-to, and tutorial (692)
1540304f Update howto converting to MLRun to use set_environment (689)
a7ae4808 Update tutorial notebook 1 text to be more concise (688)
25bccab4 fix few broken image links (686)
efad84f3 [Doc] reorg docs and add content (677)
66e90bea [Doc] Documenting httpdb (adding docstrings) (679)
252ba930 [CI] Fixing release branch automation to include file deletions (685)

Features / Enhancements
* **Feature store**: SDK classes + API + local ingestion and retrieval, 651, yaronha
* **SparkJob**: Support modifying restart policy, 663, urihoenig
* **SparkJob**: Updated example notebook, 676, urihoenig
* **MPIJob**: Add mpi_args default value, 655, zilbermanor
* **Doc**: Quickstart update, 664, gilad-shaham
* **Doc**: MLRun overview & basic-components doc edits, 667, Sharon-iguazio
* **SDK**: Make UI links projects prefix configurable, 675, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc11#features-and-enhancements)


Bug fixes
* **Projects**: Make params and description accessible, 657, hedingber
* **Projects**: Add utilities to create a project per user, 672, yaronha
* **Dask**: Set distributed min bound to 2.23.0, 662, hedingber
* **SDK**: Fix set_environment and add doc strings, 665, yaronha
* **Feature store**: Issues with empty metadata.updated field, handling of uid for unversioned objects, 656, theSaarco
* **Model monitoring**: Fixing tests, 660, Michaelliv
* **API**: Change default max thread pool workers, 669, hedingber
* **Artifacts**: Limit datasets preview size, 668, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc11#bug-fixes)


Pull requests:
fe569de0 [Sparkjob] Updated example notebook (676)
27f72fc8 [SDK] Make UI links projects prefix configurable (675)
137e2e7e [Doc] MLRun overview & basic-components doc edits (667)
8835f2ab [SDK] Return project name in set_environment (673)
a495f844 [Projects] Add utilities to create a project per user (672)
262c0e7b [Artifacts] Limit datasets preview size (668)
46679f13 [API] Remove duplicated logs and add messages (671)
1c257028 [API] Change default max thread pool workers (669)
2cdb557c [Model endpoints] Fixing tests (660)
f95d8259 [MPIJob] Add mpi_args default value (655)
9dc6dda6 [Doc] Fix typo in MLRun overview (666)
a871e13a [Feature Store] BUGFIX: issues with empty metadata.updated field, handling of uid for unversioned objects (656)
b96fe747 [Doc] quickstart update (664)
c8ab42df [SDK] Fix set_environment and add doc strings
c9f33d87 [SparkJob] Support modifying restart policy (663)
b2d4ac43 [Dask] Set distributed min bound to 2.23.0 (662)
1bb73921 [Feature store] Import storey only when really used (661)
bba1afaf [Feature store] Fix storey import and default path (659)
8976bd0d [Projects] Fix params initialization (658)
18d69cab [Projects] Make params and description accessible (657)
80236b8e [Feature store] SDK classes + API + local ingestion and retrieval (651)

Features / Enhancements
* **Artifacts**: Extend store prefix, 636, yaronha
* **Artifacts**: Add data migration to handle old corrupted artifact tags, 644, hedingber
* **Secrets store**: Add Vault support, 500, theSaarco
* **Model monitoring**: Init - adding API endpoints, 625, Michaelliv
* **Doc**: Change theme + fix and improve serving docs, 641, yaronha
* **Doc**: Update description, benefits and key-features, 645, gilad-shaham
* **CI**: Add automation to create latest release branches, 652, hedingber
* **MPIJob**: Support setting mpi args, 649, zilbermanor
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc10#features-and-enhancements)


Bug fixes
* **Serving**: Fix graph initialization in add model, 639, yaronha
* **Serving**: Fix plot bugs and missing fields, add default on_error, 642, yaronha
* **MPIJob**: Support getting logs from v1 pods, 646, hedingber
* **Doc**: Remove Iguazio platform bigdata container from docstring examples, 650, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc10#bug-fixes)


Pull requests:
194edf45 [MPIJob] Support setting mpi args (649)
d2e0db03 [Artifacts] Fix store schema parsing (653)
20eb0d97 [CI] Add automation to create latest release branches (652)
5b45fc7a [Doc] Remove Iguazio platform bigdata container from docstring examples (650)
e2361f36 [Artifacts] Add data migration to handle old corrupted artifact tags (644)
46bd4fe3 [MPIJob] Support getting logs from v1 pods (646)
008324db [Doc] Update description, benefits and key-features (645)
df85ac3f [Artifacts] Fix store url generation (643)
28a6201e [Doc] Change theme + fix and improve serving docs (641)
e80ccd3c [Model monitoring] Init - adding API endpoints (625)
5da4f8eb [serving] fix plot bugs and missing fields, add default on_error (for all states unless state has specific on_error) (642)
e15c5d3b [Secrets store] Adding Vault config to pod only when needed (640)
74b43c82 [Secrets store] Add Vault support (500)
82b805e2 [Serving] Fix graph initialization in add model (639)
a2075971 [Artifacts] Extend store prefix (636)

Features / Enhancements
* **Sparkjob**: Added sparkConf & hadoopConf support, 633, urihoenig
* **Requirements**: Add test to ensure requirements aligned, 634, hedingber
* **Projects**: Remove runtime resources on project deletion, 635, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc9#features-and-enhancements)


Bug fixes
* **Artifacts**: Fix artifacts tagging, 637, hedingber
* **Projects**: Fix functions syncing, 638, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc9#bug-fixes)


Pull requests:
3d8de84 [Projects] Fix functions syncing (638)
a09a415 [Artifacts] Fix artifacts tagging (637)
2a18aee [Projects] Remove runtime resources on project deletion (635)
83047f5 [Requirements] Add test to ensure requirements aligned (634)
05d3868 [Sparkjob] Added sparkConf & hadoopConf support (633)

Features / Enhancements
* **Doc**: "lifecycle" > "life cycle", 612, Sharon-iguazio
* **Doc**: Edit the basic MLRun description, 616, Sharon-iguazio
* **Doc**: Added mlrun.db.httpdb to the API doc, 627, gilad-shaham
* **SDK**: Cache run db instance, 614, yaronha
* **SDK**: Change mount_v3io to multi-mount (/User and /v3io) by default, 617, hedingber
* **SDK**: Use dict_to_json in httpdb (safer json.dumps), 629, yaronha
* **Projects**: Add annotations field, 615, hedingber
* **Projects**: Support different deletion strategies, 618, hedingber
* **Requirements**: Support extras, 620, hedingber
* **mlutils**: Remove imports from module root, 622, hedingber
* **Images**: Ensuring mlrun/mlrun and mlrun/jupyter has mlutils dependencies, 623, hedingber
* **Images**: Pin pip version and use legacy resolver + install storey package only on python 3.7 or above, 630, hedingber
* **Serving**: Add flow topology support, 621 yaronha
* **Pipelines**: Enable listing pipelines by project, 626 hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc8#features-and-enhancements)


Bug fixes
* **Serving**: Minor fixes, 613, yaronha
* **Projects**: Fix nuclio patch with only one of metadata/spec, 624, hedingber
* **Files**: Fix path resolution when starting with /v3io, 628 hedingber
* **GPU Images**: Fix horovod NCCL env var, 619, hedingber
* **SDK**: Fix list_artifact_tags function, 631, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc8#bug-fixes)


Pull requests:
10cd91c [Requirements] Extras addition followup fixes (632)
bebfe4d [SDK] Fix list_artifact_tags function (631)
eb60ecf [Doc] Added mlrun.db.httpdb to the API doc (627)
ca5094e [Files] Fix path resolution when starting with /v3io (628)
cf74c22 use dict_to_json in httpdb (safer json.dumps) (629)
92be573 [Images] Pin pip version and use legacy resolver + install storey package only on python 3.7 or above (630)
b53f5e5 [Pipelines] Enable listing pipelines by project (626)
de5ba23 [Serving] Add flow topology support (621)
db42ae7 [Projects] Fix nuclio patch with only one of metadata/spec (624)
2f62291 [GPU Images] Fix horovod NCCL env var (619)
73c8595 [Images] Ensuring mlrun/mlrun and mlrun/jupyter has mlutils dependencies (623)
5f4ebf5 [mlutils] remove imports from module root (622)
d4434cd [Requirements] Support extras (620)
829e3d4 [Projects] Support different deletion strategies (618)
a4d25e2 [SDK] change mount_v3io to multi-mount (/User and /v3io) by default (617)
9df76c5 [Doc] Edit the basic MLRun description (616)
30b69d0 [Serving] Minor fixes (613)
8918da2 [Projects] Add annotations field (615)
d89ed4f [SDK] Cache run db instance (614)
a138b48 [DOC REVIEW] "lifecycle" > "life cycle" (612)

Features / Enhancements
* **Builder**: Install specific mlrun version, 589, hedingber
* **Dask**: Change start cluster endpoint to be async, 591, hedingber
* **Docs**: Make mlrun-kit the main installation option, 590, gilad-shaham
* **Feature store**: Added list entities endpoint, 594, theSaarco
* **Sparkjob**: Support cuda image, 595, urihoenig
* **Projects**: Sync SDK class with API methods + structure change, 596, hedingber
* **Projects**: Add project labels, 607, hedingber
* **Projects**: Add goals field, 608, hedingber
* **Projects**: Add option to mark project as archived, 610, hedingber
* **Projects**: Restrict project name to DNS Label (RFC 1123), 611, hedingber
* **System tests**: Enable to take UI from action branch name in mlrun/ui, 602, hedingber
* **CI**: Create a cache tag per version for the build images workflow, 604, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc7#features-and-enhancements)


Bug fixes
* **Cleanup**: Fix crd objects cleanup, 592, hedingber
* **Cleanup**: Remove spammy log, 606, hedingber
* **System tests**: Skip chart patching in provctl patch, 593, hedingber
* **Requirements**: Fix conflicts, 597, hedingber
* **Runtimes**: General fixes and adding FunciontReference, 598, yaronha
* **Runs**: Fix list runs name filter exploding on run with no name, 609, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.0-rc7#bug-fixes)


Pull requests:
4795b6c [Projects] Restrict project name to DNS Label (RFC 1123) (611)
0dfb625 [Projects] Add option to mark project as archived (610)
ee1d28a [Runs] Fix list runs name filter exploding on run with no name (609)
e5d3eb4 [Projects] Add goals field (608)
de956e3 [Projects] Add project labels (607)
869f202 [Cleanup] Remove spammy log (606)
28c7a4d [CI] Create a cache tag per version for the build images workflow (604)
3192157 [System tests] Enable to take UI from action branch name in mlrun/ui (602)
7856a11 [Runtimes] General fixes and adding FunciontReference (598)
3f8cfa3 [Projects] Sync SDK class with API methods + structure change (596)
887a6ac [Sparkjob] Support cuda image (595)
e7edd32 [Requirements] Fix conflicts (597)
929e943 [Feature store] Added list entities endpoint (594)
7a38bc3 [Docs] Make mlrun-kit the main installation option (590)
74321b2 [System tests] Skip chart patching in provctl patch (593)
92e5c84 [Cleanup] Fix crd objects cleanup (592)
50cb450 [Dask] Change start cluster endpoint to be async (591)
277dc99 [Builder] Install specific mlrun version (589)