Mlrun

Features / Enhancements
* **Feature Store**: Add test for alias change, 2050, gtopper
* **Background Tasks**: Support multi-instance API - Phase 1, 2012, tankilevitch
* **Runtimes**: Adding s3 auto-mount option, 2042, theSaarco
* **Platforms**: Add s3 credentials mounter (modifier), 2029, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc6#features-and-enhancements)

Bug fixes
* **Remote Spark**: Fix deploy default image when limits not defined, 2038, benbd86
* **Feature Store**: Fix pandas engine with default targets, 2037, benbd86
* **Feature Store**: Fix data source renaming issue and missing alias columns in online feature service, 2047, benbd86
* **Runtimes**: Fix case where `with_igz_spark()` is called more than once, 2044, gtopper
* **Docs**: Fix links, kafka now supported in graph steps, 2053, jillnogold
* **Docs**: Repair glossary links, 2051, george0st
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc6#bug-fixes)


Pull requests:
e441e066 [Docs] Repair glossary links (2051)
119ed81c [Docs] Fix links, kafka now supported in graph steps (2053)
b5c0f969 [Feature Store] Add test for alias change (2050)
46e64162 [Background Tasks] Support multi-instance API - Phase 1 (2012)
71b8bb82 [Feature Store] Fix pandas engine with default targets (2037)
f0c92476 [Feature Store] Fix data source renaming issue and missing alias columns in online feature service (2047)
9e29f47c [Runtimes] Fix case where `with_igz_spark()` is called more than once (2044)
95ce76e0 [Runtimes] Adding s3 auto-mount option (2042)
399b6977 [Remote Spark] Fix deploy default image when limits not defined (2038)
09e61fc2 [Platforms] Add s3 credentials mounter (modifier) (2029)

Features / Enhancements
* **Datastore**: Add `KafkaTarget` and `KafkaOutputStream`, 2015, gtopper
* **Requirements**: Limit Azure transitive dependency to avoid new bug, 2034, gtopper
* **Requirements**: Add typing-extensions explictly, 2036, Hedingber
* **Tests**: Send only string headers to align to new requests limitation, 2039, Hedingber
* **Projects**: Auto save in new_project(), 2031, yaronha
* **Artifacts**: Improve work with paths + add artifacts import/export, 2019, yaronha
* **Spark**: Allow mounting v3io on driver but not executors, 2025, gtopper
* **Requirements**: Bump numpy to fix vulnerabilities, 2024, Hedingber
* **Requirements**: Add vulnerability check to CI and fix vulnerabilities, 2016, Hedingber
* **Artifacts**: Move `stats` and `preview` fields from artifact `spec` to `status`, 2020, theSaarco
* **Model Monitoring**: Move model monitoring batch process from functions to mlrun, 1941, EyalDanieliIgu
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc5#features-and-enhancements)

Bug fixes
* **Images**: Fix GPU image to have new signing keys, 2030, Hedingber
* **Spark**: Add exception handling for exceeding job name length, 1971, yonishelach
* **Artifacts**: Fix artifacts output test, 2040, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc5#bug-fixes)


Pull requests:
84ea9048 [Artifacts] Fix artifacts output test (2040)
edbcee06 [Datastore] Add `KafkaTarget` and `KafkaOutputStream` (2015)
036e935e [Requirements] Limit Azure transitive dependency to avoid new bug (2034)
d914fe00 [Requirements] Add typing-extensions explictly (2036)
362d6c93 [Tests] Send only string headers to align to new requests limitation (2039)
10c41425 [Projects] Auto save in new_project() (2031)
9b68c158 [Artifacts] Improve work with paths + add artifacts import/export (2019)
a527fbba [Images] Fix GPU image to have new signing keys (2030)
872e4bc9 [Spark] Allow mounting v3io on driver but not executors (2025)
5c9f05c7 [Requirements] Bump numpy to fix vulnerabilities (2024)
18742ab5 [Requirements] Add vulnerability check to CI and fix vulnerabilities (2016)
96167ee4 [Spark] Add exception handling for exceeding job name length (1971)
b3556d06 [Artifacts] Move `stats` and `preview` fields from artifact `spec` to `status` (2020)
59c64fd7 [Model Monitoring] Move model monitoring batch process from functions to mlrun (1941)

Features / Enhancements
* **Images**: Bump demos branch in Jupyter dockerfile to 1.0.x, 2014, Hedingber
* **Jupyter Image**: Relax `artifact_path` settings and add README notebook, 2011, yaronha
* **Docs**: Add period to the end of the sentences in `ci-integration.md`, 2004, xsqian
* **Docs**: Add the Jenkins pipeline section to the project CI/CD integration, 1985, xsqian
* **API**: Set username and refresh credentials in `mlrun.set_environment()`, 2001, yaronha
* **Docs**: Update sphinx and myst ver + edit install versions, 1998, yaronha
* **Feature Store**: Validate ingestion targets path by engine, 1988, benbd86
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc4#features-and-enhancements)

Bug fixes
* **Feature Store**: Remove bad characters from source dataframe columns, 2000, gtopper
* **CI**: Fix Jenkins release pipeline by triggering each step in separated pod, 2013, yuribros1974
* **API**: Fix projects leader to sync enrichment to followers, 2009, Hedingber
* **System Tests**: Fix spark engine tests, 2007, benbd86
* **Serving**: Fix the case of serving function without code, 1999, yaronha
* **Images**: Fix security vulnerabilities, 1997, Hedingber
* **Feature Store**: Fix iso conversion on parquet source, 1989, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc4#bug-fixes)


Pull requests:
61bfbfcb [Images] Bump demos branch in Jupyter dockerfile to 1.0.x (2014)
a2c13c56 [CI] Fix Jenkins release pipeline by triggering each step in separated pod (2013)
24e4880a [Jupyter Image] Relax `artifact_path` settings and add README notebook (2011)
93f8bb13 [API] Fix projects leader to sync enrichment to followers (2009)
ab54b0d5 [System Tests] Fix spark engine tests (2007)
3e6dd5ab [Docs] Add period to the end of the sentences in `ci-integration.md` (2004)
beff7da3 [Docs] Add the Jenkins pipeline section to the project CI/CD integration (1985)
bb101666 [API] Set username and refresh credentials in `mlrun.set_environment()` (2001)
9428f787 [Docs] Update sphinx and myst ver + edit install versions (1998)
d9e3fbc9 [Serving] Fix the case of serving function without code (1999)
ad93b838 [Feature Store] Remove bad characters from source dataframe columns (2000)
01910e1c [Images] Fix security vulnerabilities (1997)
d4167ef0 [Feature Store] Validate ingestion targets path by engine (1988)
db5fbeae [Feature Store] Fix iso conversion on parquet source (1989)

Features / Enhancements
* **Builder**: Bump kaniko image version to 1.8.0, 1996, tankilevitch
* **API**: Remove auto project creation when project doesn't exist, 1987, tankilevitch
* **Docs**: Add host path volume usage example to the spark notebook, 1982, jillnogold
* **Docs**: Configuring job resources, 1939, jillnogold
* **Spark**: Allow setting executor and driver cores parameter in Spark runtime, 1972, theSaarco
* **Docs**: Add writing guidelines, 1970, jillnogold
* **Docs**: Add dataframe, Snowflake, Azure examples, and minor text edits, 1950, jillnogold
* **Docs**: Replace outdated content with refreshed content and links to docsite, 1948, jillnogold
* **Datastore**: Greatly improve BigQuery iterator performance, 1963, gtopper
* **API**: Support clusterization roles, 1960, Hedingber
* **Docs**: Add glossary, 1959, jillnogold
* **Docs**: Update Docker install section, 1952, yaronha
* **Docs**: Change (ingestion) column name limitation from t_ to _, 1878, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc3#features-and-enhancements)

Bug fixes
* **Feature Store**: Spark: Avoid writing empty output files, 1980, gtopper
* **CI**: Fix unstable action to not create duplicate releases, 1995, eliyahu77
* **Projects**: Update function spec when changing archive source, 1993, yaronha
* **Projects**: Fixes and usability improvements for working with archives, 1986, yaronha
* **CI**: Update build containers resources in Jenkinsfile, 1984, eliyahu77
* **Docs**: Change file name in xref (file name changed), 1978, jillnogold
* **Datastore**: Get Snowflake password from env or secret, 1977, gtopper
* **Runtimes**: Fix looping over all runtimes when monitoring for stuck runs, 1975, tankilevitch
* **Docs**: Install: minor edits, 1961, jillnogold
* **Docs**: Typo changes, 1951, george0st
* **Artifacts**: Fix processing of link artifacts in `get_store_resource`, 1969, theSaarco
* **API**: Block unauthorized paths on files endpoints, 1967, Hedingber
* **Projects**: Fix/support archives with project run/build/deploy methods, 1966, yaronha
* **Feature Store**: Keep canonical feature name in status, not alias, 1954, gtopper
* **Artifacts**: Fix infinite recursive call to `TableArtifact.get_body()`, 1962, theSaarco
* **Spark**: Fix sparkjob resources to be handled correctly with K8S configuration, 1953, benbd86
* **Runtimes**: Fix jobs stuck in non-terminal state after node drain/preemption, 1944, tankilevitch
* **Docs**: Fix links in new index page, 1957, yaronha
* **Docs**: Redo index.md and fix TOC tree, 1955, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc3#bug-fixes)


Pull requests:
fd574c1a [Feature Store] Spark: Avoid writing empty output files (1980)
bc034a95 [Builder] Bump kaniko image version to 1.8.0 (1996)
049f23f8 [CI] Fix unstable action to not create duplicate releases (1995)
6db4040f [API] Remove auto project creation when project doesn't exist (1987)
bcf962cb [Projects] Update function spec when changing archive source (1993)
f79d87e7 [Projects] Fixes and usability improvements for working with archives (1986)
6b486421 [Docs] Add host path volume usage example to the spark notebook (1982)
9c89cd02 [CI] Update build containers resources in Jenkinsfile (1984)
77807c32 Update Jenkinsfile (1983)
b0f61a36 [Docs] Change file name in xref (file name changed) (1978)
7fb98c18 [Datastore] Get Snowflake password from env or secret (1977)
33895f32 [Runtimes] Fix looping over all runtimes when monitoring for stuck runs (1975)
fb4e975e [Docs] Configuring job resources (1939)
8d45fcca [Docs] Install: minor edits (1961)
dc09e172 [Docs] Typo changes (1951)
d07129de [Spark] Allow setting executor and driver cores parameter in Spark runtime (1972)
2eb692a1 [Docs] Add writing guidelines (1970)
18a9f0a5 [Docs] Add dataframe, Snowflake, Azure examples, and minor text edits (1950)
24711c21 [Artifacts] Fix processing of link artifacts in `get_store_resource` (1969)
0315328f [API] Block unauthorized paths on files endpoints (1967)
445bf90c [Projects] Fix/support archives with project run/build/deploy methods (1966)
1bb36cd8 [Docs] Replace outdated content with refreshed content and links to docsite (1948)
b27904cd [Datastore] Greatly improve BigQuery iterator performance (1963)
b0935e7f [Feature Store] Keep canonical feature name in status, not alias (1954)
8b7c50aa [Artifacts] Fix infinite recursive call to `TableArtifact.get_body()` (1962)
8dd509cd [API] Support clusterization roles (1960)
c1f3d74c [Spark] Fix sparkjob resources to be handled correctly with K8S configuration (1953)
ce8aaf79 [Docs] Add glossary (1959)
f0e1fda7 [Runtimes] Fix jobs stuck in non-terminal state after node drain/preemption (1944)
74f75e73 [Docs] Fix links in new index page (1957)
4246aadf [Docs] Redo index.md and fix TOC tree (1955)
effd70b0 [Docs] Update Docker install section (1952)
aa2a1959 [Docs] Change (ingestion) column name limitation from t_ to _ (1878)

Features / Enhancements
* **Runtimes**: Add java options spark job parameters, 1946, gtopper
* **Docs**: New quick start guide and index/home content, 1943, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc2#features-and-enhancements)

Bug fixes
* **Requirements**: Fix `ImportError` on ingest to Azure, 1949, gtopper
* **Datastore**: Fix remote execution of `BigQuerySource`, 1940, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc2#bug-fixes)


Pull requests:
c75638f0 [Runtimes] Add java options spark job parameters (1946)
f0a9fb88 [Requirements] Fix `ImportError` on ingest to Azure (1949)
485a303d [Docs] New quick start guide and index/home content (1943)
4d87e1eb [Datastore] Fix remote execution of `BigQuerySource` (1940)

Features / Enhancements
* **Docs**: Remove duplicated content in functions, 1938, jillnogold
* **Artifacts**: Refactor SDK class to have `metadata`, `spec`, and `status`, 1813, theSaarco
* **Requirements**: Bump storey to 1.0.4, 1932, benbd86
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc1#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix mix-up of transient time columns between multiple spark targets, 1937, gtopper
* **System Tests**: Fix broken test due to artifacts refactor, 1934, theSaarco
* **Runtimes**: Fix `build_config()` to preserve commands order, 1933, Hedingber
* **Feature Store**: Fix getting feature vector with all features and label feature, 1931, benbd86
* **Datastore**: CSVTarget timestamp format compatibility between Spark and Storey, 1926, gtopper
* **Docs**: Fix helm install timeout to use seconds unit, 1923, george0st
* **Runtimes**: Remove enrichment for default gpu, 1924, tankilevitch
* **Frameworks**: Fix to logging the target columns in favor of model monitoring, 1929, guy1992l
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc1#bug-fixes)


Pull requests:
861c016d [Docs] Remove duplicated content in functions (1938)
71d76a52 [Feature Store] Fix mix-up of transient time columns between multiple spark targets (1937)
c5325a20 [System Tests] Fix broken test due to artifacts refactor (1934)
8a5720ee [Artifacts] Refactor SDK class to have `metadata`, `spec`, and `status` (1813)
a64562f2 [Runtimes] Fix `build_config()` to preserve commands order (1933)
babd92ec [Feature Store] Fix getting feature vector with all features and label feature (1931)
ed9f6252 [Requirements] Bump storey to 1.0.4 (1932)
048f0885 [Datastore] CSVTarget timestamp format compatibility between Spark and Storey (1926)
1e62337b [Docs] Fix helm install timeout to use seconds unit (1923)
4299b0bb [Runtimes] Remove enrichment for default gpu (1924)
ecd2bb5b [Frameworks] Fix to logging the target columns in favor of model monitoring (1929)