Features / Enhancements
* **Docs**: Bump docs version 1.5.0 [1.5.x], 4480, alonmr
* **Log collector**: Update last log time every 4kb read [1.5.x], 4476, alonmr
* **Docs**: Add 1.5.0 change log [1.5.x], 4470, alonmr
* **HTTPDB**: Update `list_runs` docstring with default filter [1.5.x], 4464, alonmr
* **Pipelines**: Raise get pipeline timeout and add logs [1.5.x], 4466, alonmr
* **Docs**: Backport 4432, 4433 [1.5.x], 4454, assaf758
* **Datastore**: Move dropping of artificial time columns into target [1.5.x], 4452, gtopper
* **Documentation**: backport docs updates [1.5.x], 4449, assaf758
* **k8s**: Sanitize label's values to ensure k8s compatibility [1.5.x], 4440, liranbg
* **Feature Store**: Drop columns according to the user `drop_columns` param when reading the result df with `remotevectorresponse` [1.5.x], 4427, davesh0812
* **Feature-set**: Inject db session from server [1.5.x], 4416, alonmr
* **Feature Store**: Revert the order of the columns in the return dataframe when running `get_offline_features` in remote [1.5.x], 4406, davesh0812
* **Workflows**: Minor tweaks, 4401, liranbg
* **Tests**: Changes according to featurevectorstatus changes [1.5.x], 4402, davesh0812
* **Log Collector**: Restart log streaming when k8s api sends eof [1.5.x], 4391, TomerShor
* **Docs**: Tutorials images [1.5.x], 4380, daniels290813
* **DOCS**: [model monitoring] use get_sample_path to get the model path [1.5.x], 4387, Eyal-Danieli
* **Dockerfiles**: Jupyter dockerfile update_demos [1.5.x], 4352, daniels290813
* **Feature Store**: Update feature vector features in featurevectorstatus [1.5.x], 4360, davesh0812
* **Datastore**: Revert removal of `time_field` parameter from `csvsource` [1.5.x], 4358, gtopper
* **Docs**: Add type hints to cli options [1.5.x], 4354, alonmr
* **API**: Reduce spammy logs, 4342, liranbg
* **AsyncHTTP**: Do retry on connection refused error [1.5.x], 4335, liranbg
* **DOCS**: [model monitoring] update batch infer tutorial (4273) [1.5.x], 4337, Eyal-Danieli
* **Notifications**: Remove notification params from mlrun_exec_config, 4327, yaelgen
* **Docker**: Remedy security vulnerabilities, 4324, liranbg
* **Model Monitoring**: Send a notification when an app reports "detected" status [1.5.x], 4322, assaf758
* **KFP**: Warn when using image property for non-remote pipelines, 4316, liranbg
* **Model Monitoring**: Implement apps writer (ee) [1.5.x], 4314, jond01
* **Feature store**: Remove parameters deprecated in 1.5.0 [1.5.x], 4315, gtopper
* **Requirements**: Bump v3io-frames to 0.10.7 [1.5.x], 4304, gtopper
* **Docs**: Import mlrun missing in monitoring [1.5.x], 4308, daniels290813
* **Artifacts**: Increase retrieved iterations to 1k [1.5.x], 4307, liranbg
* **Runtimes**: Add handler and empty kinds to abortable runtimes [1.5.x], 4303, alonmr
* **Docs**: Align model path convention [1.5.x], 4298, daniels290813
* **Tutorials**: Remove ml-models [1.5.x], 4295, daniels290813
* **Datastore**: Remove deprecated `time_field` constructor parameter [1.5.x], 4283, gtopper
* **Model-Monitoring**: Apps framework phase-1 (poc) (4216) [1.5.x], 4287, assaf758
* **HTTPDB**: Add retriable invalid chunks exceptions, 4286, alonmr
* **Docs**: Backport docs changes to 1.5.x [1.5.x], 4285, alonmr
* **Model Monitoring**: Encode feature statistics data (kv) [1.5.x], 4278, Eyal-Danieli
* **Pipelines**: Add submit scheduled workflow logs [1.5.x], 4265, alonmr
* **SDK**: Return deprecated ops missing from change-log, 4247, alonmr
* **Docs**: Add code description for controlling spark operator memory, 4253, jillnogold
* **CI**: Enhance periodic rebuild to automatically take branches, 4257, liranbg
* **Datastore**: Delete deprecated parameter `time_field` from `dataframesource`, 4254, gtopper
* **Model Monitoring**: Remove deprecated `create_or_patch` model endpoint api, 4246, Eyal-Danieli
* **Model Monitoring**: Add default drift thresholds under `model_endpoint.spec.monitor_configuration`, 4248, Eyal-Danieli
* **Feature store**: Export `deploy_ingestion_service_v2`, 4250, gtopper
* **Docs**: Add databricks file store, 4138, jillnogold
* **Datastore**: Keep private data as user secrets instead of mlrun internal, 4240, alxtkr77
* **Model Monitoring**: Infer v3io kv schema through batch job, 4243, Eyal-Danieli
* **Notification**: Add notification push failure reason, 4233, liranbg
* **Runtimes**: Enrich function with image from task, 4241, alonmr
* **Docs**: Add running spark job on databricks, 4161, jillnogold
* **Pipelines**: Update items function response type, 4235, liranbg
* **Feature store**: Add `deploy_ingestion_service_v2`, 4232, gtopper
* **Requirements**: Move alembic to api, 4213, alonmr
* **CI**: Periodically rebuild base image as well, 4227, liranbg
* **LogCollector**: Retry upon transient failures, 4225, liranbg
* **Builder**: Add retry mechanism to kaniko, 4223, liranbg
* **CI**: Merging lint and licensing check onto a single job, 4222, liranbg
* **Model Monitoring**: Use a shared class for the model endpoint tables, 4196, jond01
* **Tests**: Limit test_log_artifact_with_run_function to enterprise only., 4221, tomerm-iguazio
* **Requirements**: Add `sqlalchemy~=1.4` to extra requirements, 4212, Eyal-Danieli
* **Model Monitoring**: Check stream pod health before pushing metrics to prometheus registry, 4197, Eyal-Danieli
* **Requirements**: Bump semver to 3.0, 4217, alonmr
* **Model Monitoring**: Enable prometheus stack installation in ce system tests, 4215, Eyal-Danieli
* **Project**: Load project raise if not found, 4214, alonmr
* **CI**: Remove ml-models image from system tests action, 4211, alonmr
* **Docs**: Add data store profile usage, 4131, jillnogold
* **Requirements**: Bump nuclio-jupyter to 0.9.12, 4209, alonmr
* **Artifacts**: Replacing run project in artifact path, 4193, tomerm-iguazio
* **Model Monitoring**: Add retry on model endpoint metrics assertion in system tests, 4199, Eyal-Danieli
* **Runtimes**: Prevent running databricks runtime locally, 4203, tomerm-iguazio
* **Docs**: Remove use of mlrun/ml-models image in tutorial, 4182, aviaIguazio
* **Datastore**: Proper error handling of datastore profile reading, 4195, alxtkr77
* **API**: Reduce data version resolvement overhead, 4201, alonmr
* **HTTPDB**: Change `list_projects` default format to name only, 4198, alonmr
* **Images**: Remove ml-models image, 4071, alonmr
* **Serving**: Save parent function before children deployment, 4194, alonmr
* **CI**: Update tutorial folder name [release], 4191, daniels290813
* **Datastore**: Introducing the api for creating client temporary datastore profiles, 4183, alxtkr77
* **Runtimes**: Support for aborting databricks jobs, 4165, tomerm-iguazio
* **Dockerfiles**: Remedy python os packages vulnerabilities, 4181, liranbg
* **BatchRuns**: Improve err and default strategy, 4167, liranbg
* **Docs**: Add docs for notifications secret_params, 4176, yaelgen
* **Dockerfiles**: Update conda initial requirements, 4180, liranbg
* **Automation**: Add ability to reset db after deploy, 4153, yanburman
* **Runtimes**: [dask] ensure that mlrun_dbpath is available for workers, 4172, laurybueno
* **Dockerfiles**: Mlrun/mlrun to use miniconda + opmi, 4166, liranbg
* **Notifications**: Add secret_params to db, 4178, yaelgen
* **Notifications**: Add optional to secret_params, 4177, yaelgen
* **Datastore**: Add list and delete apis for datastore profiles, 4148, alxtkr77
* **Dockerfiles**: Update ignoredockerfile, 4173, liranbg
* **Docs**: Clarify use of csv, json files for hyperparameters, 4164, jillnogold
* **Frameworks**: Raise an exception when no framework has been found, 4171, Eyal-Danieli
* **Model Monitoring**: Add model endpoint validations when calling `get_or_create_model_endpoint()`, 4160, Eyal-Danieli
* **Dockerfiles**: Remove ml-models-gpu image, 4156, liranbg
* **Model Monitoring**: Remove drift analysis from `get_or_create_model_endpoint()`, 4135, Eyal-Danieli
* **Dask**: Increase timeouts to handle transient failures, 4154, liranbg
* **Images**: Introducing new gpu image, obsoleting models and models-gpu, 4151, liranbg
* **Secrets**: Abstract secrets provider, allow in-mem secrets for integration-tests, 4141, theSaarco
* **Docs**: V1.3.4 change log update, 4152, jillnogold
* **Model Monitoring**: Add edge bins for actual data outside of the expected distribution, 4124, jond01
* **CI**: System test updates, 4149, liranbg
* **Docs**: Function name best practice, 4142, jillnogold
* **Docs**: Update ce k8s installation instructions on apple silicon, 4144, jond01
* **Notifications**: Validate notification params size doesn't exceed 1mb, 4143, quaark
* **Unknown**: Disable explicit ack by default for v1.5.0, 4139, gtopper
* **Serving**: Limit explicit ack and respond features to applicable triggers, 4132, gtopper
* **Docs**: Update toc: move notifications under runs-workflows; ci-integration under ci-cd-a…, 4098, jillnogold
* **Requirements**: Bump storey to 1.5.5, 4133, gtopper
* **Client**: Support non-blocking project creation, 4116, liranbg
* **Requirements**: Bump storey to 1.5.4, 4129, gtopper
* **Hub**: Update default hub on data init, 4123, alonmr
* **Builder**: Improve line readability, 4117, yaelgen
* **API**: Redact unmasked run notifications param, 4114, alonmr
* **Serving**: Remove overriding of event path for non-http triggers, 4122, gtopper
* **API**: Remove redundant try clause in start function, 4119, alonmr
* **Model Monitoring**: Add abstraction and tests to the monitoring metrics, 4082, jond01
* **Runtimes**: Add databricks new cluster configurations, 4115, gtopper
* **Builder**: Remove env vars from dockerfile and change behavior for project secrets, 4107, yaelgen
* **Runtimes**: Deduct empty command in pass mode, 4110, alonmr
* **Unknown**: Revert "update dev_utilities.py (4109)", 4112, alonmr
* **Package**: Replace `mpi4py` with host name check, 4104, guy1992l
* **Unknown**: Update dev_utilities.py, 4109, eliyahu77
* **Runtimes**: Add databricks to runtime_with_handlers, 4103, tomerm-iguazio
* **API**: Migrate frontend spec schema to deployment mlrun requirement, 3787, alonmr
* **Model Monitoring**: Add `endpoint_store_connection` to client spec, 4092, Eyal-Danieli
* **Datastore**: A new entity for managing datastore credentials - addressing saar's comments, 4079, alxtkr77
* **Config**: Improve "redisnosql" default value, 4100, laurybueno
* **Hub**: Implement list hub sources in sqlrundb, 4095, alonmr
* **Docs**: Add docs on extra_args parameter, 4060, yaelgen
* **Requirements**: Move pymysql to api, 4096, alonmr
* **Requirements**: Bump ipython to 8.x, 4097, alonmr
* **Test**: Add databricks runtime to inheritance test, 4093, alonmr
* **Notifications**: Use bool instead of context in webhook ssl verify notifications, 4086, yaelgen
* **Tests**: Pass pytest flags on the arguments field of pycharm configuration, 4083, laurybueno
* **Requirements**: Blacklist apscheduler 3.10.2, 4085, alonmr
* **Notifications**: Add ssl verification to webhook notifications, 4076, yaelgen
* **Requirments**: Bump storey to 1.5.3, 4077, assaf758
* **Docs**: Align tutorials script, 4074, daniels290813
* **API**: Mask access key on deploy, 4069, alonmr
* **Notifications**: Enhance push notification logs, 4066, alonmr
* **Automation**: Deploy mlrun-api on iguazio vanilla nodes, 3870, yanburman
* **Datastore**: Turn explicit ack on when engine is async, 4050, gtopper
* **Docs**: Add v1.4.1 to change log, 4062, jillnogold
* **Docs**: Update ecosystem, 4055, jist
* **Makefile**: Skip isort proto dir, 4054, alonmr
* **Requirements**: Loosen fsspec and related requirements, 4046, gtopper
* **CI**: Ensure ssh client is active prior to running remote commands, 4045, liranbg
* **Builder**: add support for adding env's or secret to the docker build during runtime, 4013, yaelgen
* **MPI**: Use dependency injection to resolve the crd version, 4024, alonmr
* **Requirements**: Move sqlalchemy to api, 4035, alonmr
* **Utils**: Backwards compatibility for parsing object uri, 4034, Eyal-Danieli
* **Dask**: Move resource methods to api, 4025, alonmr
* **Package**: Add `none` packager and support for logging worker, 3864, guy1992l
* **Runtime**: Databricks runtime, 3996, tomer-mamia
* **Automation**: Retry on delete db command, 4026, alonmr
* **Unknown**: Add dbfs to allowed file paths, 4030, assaf758
* **Model Monitoring**: Expose model endpoints batch process through sdk, 4020, Eyal-Danieli
* **Feature Store**: Extract indexes from `entity_rows`, 4028, davesh0812
* **Requirements**: Move `fastapi` and `humanfriendly` to api, 4018, alonmr
* **CLI**: Get artifacts - change the "tree" column to "workflow/job uid", 3986, Yacouby
* **API**: Connect `import_function` to hub, 3384, Yonatan Shelach
* **Artifacts**: Deprecate bokeh and chart artifact type, 3889, yaelgen
* **Notifications**: Add logs for success / failure upon sending notification, 4023, quaark
* **API**: Pass auth info to launcher in submit job flow, 4017, alonmr
* **Unknown**: Add datastore profile: a new entity for managing datastore credentials, 3936, alxtkr77
* **Automation**: Remove tty flag from delete db command, 4022, alonmr
* **Scheduler**: Store schedule improvements, 4021, alonmr
* **Notifications**: Use run db to store run notifications, 4015, alonmr
* **Model Monitoring**: Adjust batch monitoring job start time offset, 3981, Jonathan Daniel
* **Feature Store**: Add an ability to define a feature vector that joins between different feature sets not using the same entity and with a "complex" join types., 3947, davesh0812
* **Trigger**: Validate v3io consumer group name, 4009, liranbg
* **SDK**: Remove deprecated methods, 3971, alonmr
* **Docs**: Bump sphinx and limit protobuf, 4005, alonmr
* **Docs**: Add sample for scale to zero via api, 3932, jist
* **CI**: Bump action to use node 16, 4003, liranbg
* **Run**: Refactor logs watch, 4000, alonmr
* **CI**: Remove post release workflow, 4002, liranbg
* **Feature Store**: Raise an error when passing invalid run config, 3999, davesh0812
* **API**: Change mlrun rest api urls to conform with the best-practice, 3982, yaelgen
* **Model Monitoring**: Secret provider for sql connection string on api side, 3987, Eyal-Danieli
* **Run-configuration**: Run all unit tests configuration, 3975, alonmr
* **Config**: Remove dynamic resolve of iguazio api url, 3974, alonmr
* **Package**: Add `mlrun.package` to docs, 3995, guy1992l
* **Launcher**: Enrich with auth info from server side, 3972, alonmr
* **CI**: Run go jobs only when changed, 3983, alonmr
* **Requirements**: Update fsspec and related dependencies to latest, 3966, gtopper
* **CI**: Feature branch enhancements, 3992, liranbg
* **Automation**: Warn if mlrun db deletion failed, 3988, alonmr
* **Serving**: Disable explicit ack when nuclio is too old, 3985, gtopper
* **Model Monitoring**: Support prometheus as a time series solution for model monitoring, 3844, Eyal-Danieli
* **Schemas**: [builder][kubejob] remove python 3.7 leftovers, 3980, alonmr
* **Requirements**: Bump storey to 1.5.2, 3979, gtopper
* **API**: Set run db url to dsn, 3976, alonmr
* **Runtimes**: Move runtime handlers to the api, 3958, alonmr
* **RunDB**: Move sqldb to api, 3938, alonmr
* **Images**: Bump pip version to 23.2.1, 3970, alonmr
* **Docs**: Add release dates to change log, 3968, jillnogold
* **Docs**: Bump readthedocs build python version, 3963, alonmr
* **Docs**: Bump mlrun version for release, 3962, alonmr
* **Docs**: Add tech preview note to dask, 3956, jillnogold
* **API**: Add submit workflow endpoint, 2473, Yonatan Shelach
* **Docs**: Add v1.4.0 to change log, 3907, jillnogold
* **Docs**: Add how to configure an api gateway for a nuclio function, 3937, jillnogold
* **HTTPDB**: Retry on post for idempotent paths, 3950, alonmr
* **CLI**: Get artifacts - return updated date properly, 3944, Yacouby
* **Serving**: Enable explicit ack by default, 3930, gtopper
* **API**: Do not emit internal auth secrets events, 3948, alonmr
* **Notifications**: Add webhook notification type, 3946, quaark
* **Artifacts**: Bump legacy artifacts removal version to 1.6.0, 3941, alonmr
* **Docs**: Update error_handler, 3888, jillnogold
* **Images**: Remove python 3.7 support, 3926, alonmr
* **Model Monitoring**: Refactoring model monitoring client-api code, 3598, Eyal-Danieli
* **Docs**: Add using git repo as function hub, 3190, jillnogold
* **Docs**: Describe using outputs parameter in steps, 3924, jillnogold
* **Docs**: Add ci/cd automation with git, 3917, jillnogold
* **Launcher**: Inject server side launcher, 3913, alonmr
* **CI**: [build] remove python 3.7 actions, 3923, alonmr
* **Tests**: Revert makefile so that `test-dockerized` runs on all tests, 3920, theSaarco
* **Docs**: Bump tutorials sklearn version, 3922, daniels290813
* **Jupyter**: Add git support to jupyter image, 3914, yaronha
* **Feature Store**: Persist spark dataframe in `ingest` to improve performance, 3912, gtopper
* **Datastore**: Add dbfsstore, 3626, tomer-mamia
* **Requirements**: Bump storey to 1.4.4, 3909, gtopper
* **Release**: Enhance resolving next version, 3906, liranbg
* **CI**: Add import-linter verification, 3905, alonmr
* **Function**: Add **kwargs to remote function invoke method, 3872, GiladShapira94
* **Automation**: Enable mlrun audit events for system tests, 3902, alonmr
* **Docs**: Update info about requests/limits and workers, 3898, jist
* **CI**: Introducing feature branch, 3869, liranbg
* **Function**: Reduce amount of storing to the db on `/build/status` endpoint, 3840, tankilevitch
* **DB**: Move `run_time_fmt` to utils, 3874, alonmr
* **Runtimes**: Remove redundant imports, 3877, tankilevitch
* **API**: Move `resolve_nuclio_version` to api, 3879, alonmr
* **Version**: Bump development to 1.5.0, 3893, liranbg
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.5.0#features-and-enhancements)
Bug fixes
* **Docs**: Fix dask images [1.5.x], 4465, alonmr
* **Tests**: Fix spark system test [1.5.x], 4457, gtopper
* **Feature store**: Fix error when dropping timestamp column [1.5.x], 4447, gtopper
* **Workflows**: Fix failing silently upon execution error, 4438, liranbg
* **Package**: Fix for inherited types unpacking [1.5.x], 4431, guy1992l
* **Workflows**: Fix missing related labels [1.5.x], 4420, liranbg
* **DB**: Fix submit job not using specific db session, 4418, liranbg
* **Images**: Fix jupyter copy docs images source path [1.5.x], 4399, alonmr
* **Model Monitoring**: Fix drift result dictionary calculation when the value is 0 [1.5.x], 4386, Eyal-Danieli
* **Datastore**: Fix `csvsource` tests by allowing non-list `parse_dates` [1.5.x], 4381, gtopper
* **RemoteRunner**: Fix sanitizing workflow spec [1.5.x], 4376, liranbg
* **Workflow**: Fix running preloaded workflow [1.5.x], 4368, liranbg
* **RuntimeResources**: Fix listing by label selector [1.5.x], 4372, liranbg
* **Tests**: Fix feature store test `test_preview_timestamp_key` [1.5.x], 4345, gtopper
* **Tests**: Fix test_model_monitoring_voting_ensemble system test [1.5.x], 4339, jond01
* **Model Monitoring**: Fix generating function_uri when calling get_or_create_model_endpoint [1.5.x], 4323, Eyal-Danieli
* **Function Docs**: Fix wrongly reporting default param values when parsing function entrypoint, 4321, theSaarco
* **Tests**: Fix system tests local label verification [1.5.x], 4311, alonmr
* **Datastore**: Fix issue when parquet target path is directory but the parquet isn't partitioned [1.5.x], 4302, davesh0812
* **Model Monitoring**: Validate `model_uri` prefix (4280) [1.5.x], 4301, Eyal-Danieli
* **Docs**: Fix cli docs [1.5.x], 4279, alonmr
* **SQLDB**: Fix read run not found error message (4259), 4270, alonmr
* **Project**: Affix `set_function` tag and naming [1.5.x], 4271, alonmr
* **Builder**: Enrich prefixed base image [1.5.x], 4268, alonmr
* **Requirements**: Fix `sdk_moniker` error caused by azure-storage-blob 12.18.0, 4256, gtopper
* **Notification**: Fix async notifications pushing, 4251, liranbg
* **Datastore**: Fix sqlalchemy dynamic import in `sqltarget`, 4245, davesh0812
* **CI**: Fix backwards compatibility check, 4239, liranbg
* **Project**: Fix set tagged function, 4230, alonmr
* **Model Monitoring**: Fix delete model endpoints resources on ce, 4229, Eyal-Danieli
* **Tests**: Fix transient failure, 4224, liranbg
* **HTTPDB**: Fix list runs, 4220, liranbg
* **Images**: [jupyter] fix path to tutorial images, 4207, alonmr
* **Images**: Fix jupyter tutorials path, 4202, alonmr
* **Model Monitoring**: Fix different dataset types when reading a dataset as a dataframe, 4189, Eyal-Danieli
* **Runtimes**: Fix mount_v3io: use `dirstocreate` volume param to enforce creation of user dir with o750 permission, 4192, assaf758
* **Datastore**: Fix error when using `store://` url in data source, 4190, gtopper
* **Docs**: Change folder name from tutorial to tutorials, fix link to function hub, 4185, jillnogold
* **Tests**: Fix expected mlrun executable location to conda binaries, 4187, alonmr
* **Tests**: Fix kfp pipeline param test, 4184, alonmr
* **Dockerfiles**: Fix mlrun gpu build, 4186, liranbg
* **Dockerfiles**: Fix building base image, 4179, liranbg
* **Docs**: Fix monitoring grafana dashboards links for old igz versions, 4174, Eyal-Danieli
* **Notifications**: Fix notifications spamming project secret - part 2, 4170, yaelgen
* **Model Monitoring**: Fix histogram padding when model object has no feature stats, 4169, jond01
* **Notifications**: Fix notifications spamming project secret - part 1, 4168, quaark
* **Runtimes**: Fix spark runtime to verify cpu request < limit, 4162, gtopper
* **Runs**: Fix list runs times out on too many runs, 4163, quaark
* **Dockerfiles**: Fix mlrun-gpu security vulnerabilities, 4158, liranbg
* **Runtimes**: Fix default memory for spark applications, 4090, gtopper
* **Utils**: Fix line, 4157, yaelgen
* **Utils**: Fix http session retryable error handling, 4150, yaelgen
* **Datastore**: Fix clearing redis when the target is specified as a datastore profile, 4147, alxtkr77
* **Datastore**: Fix datastore profile name being prefixed to the redis key, 4146, alxtkr77
* **Kaniko**: Fix kaniko pod env not initialized in ecr flow, 4145, TomerShor
* **Runtimes**: Fix databricks runtime rerun, 4137, tomerm-iguazio
* **DB**: Fix migration scripts, 4140, yanburman
* **Spark**: Fix monitor runs ui url update, 4130, alonmr
* **Test**: Fix test store run masking, 4125, alonmr
* **Runtimes**: Fix - propagate databricks job errors, 4118, tomerm-iguazio
* **Datastore**: Fix errors introduced by last datastore-profile refactoring, 4113, alxtkr77
* **System test**: Fix install redisinsight command, 4108, eliyahu77
* **Datastore**: Fix dbfs preview, 4091, tomerm-iguazio
* **Feature Store**: Fix propagation of context object at feature set init, 4106, gtopper
* **Model Monitoring**: Fix parsing of default http target, 4094, Eyal-Danieli
* **CI**: Fix verifying is stable, 4099, liranbg
* **FeatureStore**: Fix format target path as artifact path, 4068, tomerm-iguazio
* **Build**: Fix mysql migration + add target for both migrations, 4027, yanburman
* **frontend-spec**: Fix redis' default path for the feature store, 4089, laurybueno
* **Build**: Fix auto mount overriding access key, 4087, alonmr
* **API**: Fix session rollback and multithreading, 4081, alonmr
* **Datastore**: Fix dbfs zero size handling, 4078, tomerm-iguazio
* **API**: Fix build runtime enrichment, 4075, alonmr
* **Runtimes**: Feature - add prefix to databricks job, 4059, tomerm-iguazio
* **Feature Store**: Fix `get_offline_feature` to not change incoming `entity_df`, 4070, davesh0812
* **Package**: Improved docs and minor edge case fixes, 4073, guy1992l
* **SQLRunDB**: Fix abuse of sessions, 4067, alonmr
* **Docs**: Fix side-bar search field, 4065, alonmr
* **Model Monitoring**: Fix monitoring feature set uri in system tests, 4063, Eyal-Danieli
* **Datastore**: Fix dbfs source and target, 4049, tomer-mamia
* **Runs**: Fix listing runs using wrong kwargs, 4058, liranbg
* **Kubejob**: Fix `build_config` parameters order, 4052, alonmr
* **API**: Fix submit workflow remote engine, 4048, Yonatan Shelach
* **Packeger**: Fix accessing is logging worker config, 4047, alonmr
* **Builder**: Fix extra args merge, 4042, alonmr
* **DB**: Fix data prefix resolution in case of missing config value, 4043, gtopper
* **Tests**: Fix base system tests, 4040, alonmr
* **Runtimes**: Fix passing of explicit ack config to nuclio functions, 4039, gtopper
* **DB**: Fix overwrite of feature store data prefixes from server, 3977, gtopper
* **Runtime**: Fix databricks runtime tests and structure, 4036, tomer-mamia
* **Projects**: Fix projects sync deleting projects not found in leader, 4037, quaark
* **Tests**: Fix http data store tests, 4033, alonmr
* **Tests**: Fix project system tests, 4019, alonmr
* **API**: Fix deprecation message for `files` and `filestat` apis, 4007, theSaarco
* **CI**: Fixing set_environment uses obsolete argument, 4011, liranbg
* **API**: Fix load-project return `runobject` instead of `backgroundtask`, 4004, Yonatan Shelach
* **Fix**: Fix normalize_workflow_name function, 4006, GiladShapira94
* **CI**: Fix feature branch release, 4001, liranbg
* **Worklow**: Fix schedule workflow name renaming, 3954, GiladShapira94
* **Automation**: Fix prepare for else clause, 3998, alonmr
* **Automation**: Fix suppressed database doesn't exist string, 3997, alonmr
* **Automation**: Fix check for suppressed errors, 3993, alonmr
* **API**: Fix workflow bugs (system tests), 3989, Yonatan Shelach
* **Nuclio**: Fix httpdb url, 3990, alonmr
* **Docs**: Fix helm repo add mlrun-ce command, 3984, alonmr
* **Project**: Fix `load_only` doc string, 3969, alonmr
* **Docs**: Fix readthedocs build python version, 3965, alonmr
* **Feature Store**: Fix missing "created" status from the ui, 3927, Jonathan Daniel
* **Projects**: Fix project sync fails on malformed project, 3945, quaark
* **Makefile**: Fix models-gpu base image, 3942, alonmr
* **Project**: Fix support for project_setup.py in new project flow and add docs, 3939, yaronha
* **DB**: Fix `_commit` logs to support multiple object classes, 3929, TomerShor
* **Docs**: Fix a few typos, 3933, jist
* **Launcher**: Fix sql session import, 3928, alonmr
* **Spark**: Fix masking of errors in spark graph, 3919, gtopper
* **API**: Fix `files` api to work on non-k8s environments, 3916, theSaarco
* **Launcher**: Fix overriding hints with import substitutions, 3901, alonmr
* **Feature Store**: Fix `get_online_feature_service` for "viewer" user usage., 3900, davesh0812
* **Events**: Fix emitting deleted secret event on 404, 3890, alonmr
* **Projects**: Fix type hinting getting overriding class, 3895, liranbg
* **Tests**: Fix example url, 3899, gtopper
* **Model Monitoring**: Fix predictions and latency calculations in monitoring stream graph, 3881, Eyal-Danieli
* **Docs**: Fix slack badge, 3896, theSaarco
* **Tests**: Remove in memory sqldb fixture, 3875, alonmr
* **Tests**: Add fixture to change the working directory for tests, 3884, yaelgen
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.5.0#bug-fixes)
Pull requests:
37673202 [Docs] Bump docs version 1.5.0 [1.5.x] (4480)
eda0f945 [Log collector] Update last log time every 4KB read [1.5.x] (4476)
ed1db706 [Docs] Add 1.5.0 change log [1.5.x] (4470)
3ab4f3c1 [HTTPDB] Update `list_runs` docstring with default filter [1.5.x] (4464)
f048e294 [Docs] Fix dask images [1.5.x] (4465)
d0473eff [Pipelines] Raise get pipeline timeout and add logs [1.5.x] (4466)
d128cd7e [Tests] Fix spark system test [1.5.x] (4457)
25756f65 [Docs] backport 4432, 4433 [1.5.x] (4454)
4e253920 [Datastore] Move dropping of artificial time columns into target [1.5.x] (4452)
204f026f [Documentation] backport docs updates [1.5.x] (4449)
0622bff3 [Feature store] Fix error when dropping timestamp column [1.5.x] (4447)
5231743d [Workflows] Fix failing silently upon execution error (4438)
c583fe55 [k8s] Sanitize label's values to ensure k8s compatibility [1.5.x] (4440)
dc138ead [Feature Store] Drop columns according to the user `drop_columns` param when reading the result df with `RemoteVectorResponse` [1.5.x] (4427)
a87f00f8 [Package] Fix for inherited types unpacking [1.5.x] (4431)
347fe0e0 [Workflows] Fix missing related labels [1.5.x] (4420)
6464b392 [DB] Fix submit job not using specific db session (4418)
f429a0c8 [Feature-set] Inject db session from server [1.5.x] (4416)
7b0db5de [Feature Store] Revert the order of the columns in the return Dataframe when running `get_offline_features` in remote [1.5.x] (4406)
8dd3764d [Workflows] Minor tweaks (4401)
517798f3 [Tests] Changes according to FeatureVectorStatus changes [1.5.x] (4402)
94bf9b8d [Log Collector] Restart log streaming when k8s API sends EOF [1.5.x] (4391)
9f4def50 [Images] Fix Jupyter copy docs images source path [1.5.x] (4399)
415ace89 [Docs] Tutorials images [1.5.x] (4380)
23961e2e [DOCS][Model Monitoring] Use get_sample_path to get the model path [1.5.x] (4387)
9b9bfa66 [Model Monitoring] Fix drift result dictionary calculation when the value is 0 [1.5.x] (4386)
7651a4c2 [Datastore] Fix `CSVSource` tests by allowing non-list `parse_dates` [1.5.x] (4381)
788f3b9d [RemoteRunner] Fix sanitizing workflow spec [1.5.x] (4376)
6f51dbad [Workflow] Fix running preloaded workflow [1.5.x] (4368)
01456d3a [RuntimeResources] Fix listing by label selector [1.5.x] (4372)
df454340 [Dockerfiles] Jupyter dockerfile update_demos [1.5.x] (4352)
2eb35ed2 [Feature Store] Update feature vector features in FeatureVectorStatus [1.5.x] (4360)
e4a9bd64 [Datastore] Revert removal of `time_field` parameter from `CSVSource` [1.5.x] (4358)
98ba15e4 [Docs] Add type hints to CLI options [1.5.x] (4354)
37281974 [Tests] Fix feature store test `test_preview_timestamp_key` [1.5.x] (4345)
9e89715c [API] Reduce spammy logs (4342)
a005ed90 [AsyncHTTP] Do retry on connection refused error [1.5.x] (4335)
5ce32c41 [Tests] Fix test_model_monitoring_voting_ensemble system test [1.5.x] (4339)
d0fc31f0 [DOCS][Model Monitoring] Update Batch Infer tutorial (4273) [1.5.x] (4337)
8af11d8d [Notifications] Remove notification params from MLRUN_EXEC_CONFIG (4327)
404a1de4 [Docker] Remedy security vulnerabilities (4324)
630bba85 [Model Monitoring] Fix generating function_uri when calling get_or_create_model_endpoint [1.5.x] (4323)
7b83f87e [Function Docs] Fix wrongly reporting default param values when parsing function entrypoint (4321)
66798405 [Model Monitoring] Send a notification when an app reports "detected" status [1.5.x] (4322)
d7c484f2 [KFP] Warn when using image property for non-remote pipelines (4316)
4a04963c [Model Monitoring] Implement apps writer (EE) [1.5.x] (4314)
2ff6edd7 [Feature store] Remove parameters deprecated in 1.5.0 [1.5.x] (4315)
38c943fb [Tests] Fix system tests local label verification [1.5.x] (4311)
1590cfb1 [Requirements] Bump v3io-frames to 0.10.7 [1.5.x] (4304)
1f33f7c7 [Docs] Import mlrun missing in monitoring [1.5.x] (4308)
40a574c5 [Artifacts] Increase retrieved iterations to 1k [1.5.x] (4307)
ec9859b4 [Datastore] Fix issue when parquet target path is directory but the parquet isn't partitioned [1.5.x] (4302)
c550a5f2 [Runtimes] Add handler and empty kinds to abortable runtimes [1.5.x] (4303)
f9e37b48 [Docs] Align model path convention [1.5.x] (4298)
c7918881 [Model Monitoring] Validate `model_uri` prefix (4280) [1.5.x] (4301)
01bc82b8 [Tutorials] Remove ml-models [1.5.x] (4295)
3973555b [Datastore] Remove deprecated `time_field` constructor parameter [1.5.x] (4283)
9354c3e2 [Model-Monitoring] Apps framework phase-1 (POC) (4216) [1.5.x] (4287)
c53db76c [HTTPDB] Add retriable invalid chunks exceptions (4286)
b4ba6ceb [Docs] Backport docs changes to 1.5.x [1.5.x] (4285)
ba9d4454 [Model Monitoring] Encode feature statistics data (KV) [1.5.x] (4278)
3c64048c [Docs] Fix CLI docs [1.5.x] (4279)
faaa9d39 [SQLDB] Fix read run not found error message (4259) (4270)
5fe41b9e [Project] Affix `set_function` tag and naming [1.5.x] (4271)
75f4106f [Pipelines] Add submit scheduled workflow logs [1.5.x] (4265)
67e75939 [Builder] Enrich prefixed base image [1.5.x] (4268)
6c58581d [SDK] Return deprecated ops missing from change-log (4247)
22911b97 [Docs] Add code description for controlling Spark Operator memory (4253)
5b7e9e88 [Requirements] Fix `sdk_moniker` error caused by azure-storage-blob 12.18.0 (4256)
7d088feb [CI] Enhance periodic rebuild to automatically take branches (4257)
c3fac2c8 [Datastore] Delete deprecated parameter `time_field` from `DataFrameSource` (4254)
9d380ba7 [Notification] Fix async notifications pushing (4251)
8d098c02 [Model Monitoring] Remove deprecated `create_or_patch` model endpoint API (4246)
26194357 [Model Monitoring] Add default drift thresholds under `model_endpoint.spec.monitor_configuration` (4248)
cd00ace3 [Datastore] Fix sqlalchemy dynamic import in `SQLTarget` (4245)
4a4703ad [Feature store] Export `deploy_ingestion_service_v2` (4250)
ab01330b [Docs] Add Databricks file store (4138)
cc5fe1f9 [Datastore] Keep private data as user secrets instead of mlrun internal (4240)
af4a00a1 [Model Monitoring] Infer V3IO KV schema through batch job (4243)
b020efbc [Notification] Add notification push failure reason (4233)
04fe390b [Runtimes] Enrich function with image from task (4241)
9f0eeab6 [Docs] Add running Spark job on Databricks (4161)
a9b4235d [CI] Fix backwards compatibility check (4239)
8e1470be [Pipelines] Update items function response type (4235)
514ea27d [Feature store] Add `deploy_ingestion_service_v2` (4232)
8c8f0749 [Project] Fix set tagged function (4230)
5906080f [Requirements] Move alembic to API (4213)
0527f5df [Model Monitoring] Fix delete model endpoints resources on CE (4229)
38e92d27 [CI] Periodically rebuild base image as well (4227)
e913b438 [LogCollector] Retry upon transient failures (4225)
8a341998 [Tests] Fix transient failure (4224)
1a53c3ba [HTTPDB] Fix list runs (4220)
157fc33a [Builder] Add retry mechanism to kaniko (4223)
04d57e0c [CI] Merging lint and licensing check onto a single job (4222)
8152dbd7 [Model Monitoring] Use a shared class for the model endpoint tables (4196)
5b0e8ed7 [Tests] Limit test_log_artifact_with_run_function to enterprise only. (4221)
ad59161e [Requirements] Add `sqlalchemy~=1.4` to extra requirements (4212)
b0263946 [Model Monitoring] Check stream pod health before pushing metrics to Prometheus registry (4197)
1d939998 [Requirements] Bump semver to 3.0 (4217)
bfb213ea [Model Monitoring] Enable prometheus stack installation in CE system tests (4215)
3c4ea626 [Project] Load project raise if not found (4214)
6fb0e991 [CI] Remove ml-models image from system tests action (4211)
8eca58a8 [Docs] Add data store profile usage (4131)
86c2dea3 [Requirements] Bump nuclio-jupyter to 0.9.12 (4209)
91b491e0 [Artifacts] Replacing run project in artifact path (4193)
e49cd6ce [Model Monitoring] Add retry on model endpoint metrics assertion in system tests (4199)
8821f3c1 [Images][Jupyter] Fix path to tutorial images (4207)
b5fe0c05 [Runtimes] Prevent running databricks runtime locally (4203)
dcbfd53c [Docs] Remove use of mlrun/ml-models image in tutorial (4182)
29494b17 [Datastore] Proper error handling of datastore profile reading (4195)
e37f4dcf [Images] Fix Jupyter tutorials path (4202)
1e40c252 [API] Reduce data version resolvement overhead (4201)
1f9fb79f [HTTPDB] Change `list_projects` default format to name only (4198)
70e24f3d [Images] Remove ml-models image (4071)
9589e7fd [Serving] Save parent function before children deployment (4194)
6912fd05 [CI] Update tutorial folder name [release] (4191)
609ceaed [Model Monitoring] Fix different dataset types when reading a dataset as a DataFrame (4189)
0b678def [Runtimes] Fix mount_v3io: use `dirsToCreate` volume param to enforce creation of user dir with o750 permission (4192)
da9bd875 [Datastore] Fix error when using `store://` URL in data source (4190)
ce0f5672 [Docs] Change folder name from tutorial to tutorials, fix link to function hub (4185)
eb4cf70f [Datastore] Introducing the API for creating client temporary datastore profiles (4183)
24b6d817 [Tests] Fix expected mlrun executable location to conda binaries (4187)
a8aa52ee [Runtimes] Support for aborting Databricks jobs (4165)
6838266b [Tests] Fix KFP pipeline param test (4184)
b879b3db [Dockerfiles] Fix mlrun gpu build (4186)
e34350a4 [Dockerfiles] Remedy python os packages vulnerabilities (4181)
cca75db1 [BatchRuns] Improve err and default strategy (4167)
26fc24eb [Docs] Add docs for notifications secret_params (4176)
e187a710 [Dockerfiles] Update conda initial requirements (4180)
4da8b778 [Automation] Add ability to reset DB after deploy (4153)
163260a4 [Runtimes][Dask] Ensure that MLRUN_DBPATH is available for workers (4172)
78079fcc [Dockerfiles] Fix building base image (4179)
c0e188a6 [Dockerfiles] mlrun/mlrun to use miniconda + opmi (4166)
f398a50d [Notifications] Add secret_params to db (4178)
be0236fc [Notifications] Add optional to secret_params (4177)
ecc862c1 [Docs] Fix monitoring Grafana dashboards links for old igz versions (4174)
d4e0c6e2 [Notifications] Fix notifications spamming project secret - part 2 (4170)
65f9df66 [Model Monitoring] Fix histogram padding when model object has no feature stats (4169)
60a5b386 [Datastore] Add list and delete APIs for datastore profiles (4148)
a4b32c05 [Dockerfiles] Update ignoredockerfile (4173)
f20062c9 [Docs] Clarify use of CSV, JSON files for hyperparameters (4164)
16bce9de [Frameworks] Raise an exception when no framework has been found (4171)
5a497804 [Model Monitoring] add model endpoint validations when calling `get_or_create_model_endpoint()` (4160)
e7e7da8d [Notifications] Fix notifications spamming project secret - part 1 (4168)
eb5e9847 [Runtimes] Fix Spark Runtime to verify CPU request < limit (4162)
9e9f87f3 [Runs] Fix list runs times out on too many runs (4163)
e1cc243d [Dockerfiles] Fix mlrun-gpu security vulnerabilities (4158)
61933bf1 [Runtimes] Fix default memory for spark applications (4090)
6d7b6980 [Dockerfiles] Remove ml-models-gpu image (4156)
b9f8a901 [Utils] fix line (4157)
a08e48e0 [Utils] Fix HTTP session retryable error handling (4150)
377d5a1c [Model Monitoring] Remove drift analysis from `get_or_create_model_endpoint()` (4135)
56b3f6b1 [Dask] Increase timeouts to handle transient failures (4154)
a03ded24 [Images] Introducing new GPU image, obsoleting models and models-gpu (4151)
bb0e36d5 [Datastore] Fix clearing Redis when the target is specified as a datastore profile (4147)
fe86036c [Datastore] Fix datastore profile name being prefixed to the Redis key (4146)
acc968d2 [Secrets] Abstract secrets provider, allow in-mem secrets for integration-tests (4141)
f1566dde [Docs] v1.3.4 Change log update (4152)
a0b876fb [Model Monitoring] Add edge bins for actual data outside of the expected distribution (4124)
51453863 [CI] System test updates (4149)
75d4376e [Docs] function name best practice (4142)
6ce90c04 [Kaniko] Fix kaniko pod env not initialized in ECR flow (4145)
1f14030f [Docs] Update CE K8s installation instructions on Apple silicon (4144)
89b8aa68 [Notifications] Validate Notification Params Size doesn't exceed 1MB (4143)
b5e8128f [Runtimes] Fix databricks runtime rerun (4137)
75ba9c5a [DB] Fix migration scripts (4140)
c7988bb9 Disable explicit ack by default for v1.5.0 (4139)
8627f99f [Serving] Limit explicit ack and respond features to applicable triggers (4132)
37992674 [Docs] Update TOC: move notifications under runs-workflows; ci-integration under ci-cd-a… (4098)
e2e7b190 [Requirements] Bump storey to 1.5.5 (4133)
3f68331f [Client] Support non-blocking project creation (4116)
d444ea81 [Spark] Fix monitor runs ui url update (4130)
b510f56c [Requirements] Bump storey to 1.5.4 (4129)
f0876d9c [Test] Fix test store run masking (4125)
459ca3ac [Runtimes] Fix - propagate databricks job errors (4118)
b9db5e71 [Hub] Update default hub on data init (4123)
21c86e30 [Builder] Improve line readability (4117)
ed2617bf [API] Redact unmasked run notifications param (4114)
96ea7cb4 [Serving] Remove overriding of event path for non-http triggers (4122)
3f3db0f1 [API] Remove redundant try clause in start function (4119)
965704af [Model Monitoring] Add abstraction and tests to the monitoring metrics (4082)
f257c982 [Runtimes] Add Databricks new cluster configurations (4115)
b303259f [Datastore] Fix errors introduced by last datastore-profile refactoring (4113)
8371355e [Builder] Remove env vars from Dockerfile and change behavior for project secrets (4107)
f7b6e3a7 [Runtimes] Deduct empty command in pass mode (4110)
7b9a03c6 Revert "Update dev_utilities.py (4109)" (4112)
2f8f9aa7 [Package] Replace `mpi4py` with host name check (4104)
8d81f5be Update dev_utilities.py (4109)
7f2be490 [System test] Fix install redisinsight command (4108)
be0afaed [Datastore] Fix dbfs preview (4091)
be1b9570 [Runtimes] Add databricks to runtime_with_handlers (4103)
6d97bfba [Feature Store] Fix propagation of context object at feature set init (4106)
de3b22f3 [API] Migrate frontend spec schema to deployment mlrun requirement (3787)
48a7a2a5 [Model Monitoring] Add `endpoint_store_connection` to client spec (4092)
cee34ff5 [Datastore] A new entity for managing datastore credentials - addressing Saar's comments (4079)
d84bd20e [Config] Improve "redisnosql" default value (4100)
e4ca358f [Hub] Implement list hub sources in SQLRunDB (4095)
6623a6af [Model Monitoring] Fix parsing of default http target (4094)
65bb5e77 [CI] Fix verifying is stable (4099)
e43787b1 [FeatureStore] Fix format target path as artifact path (4068)
86c382e2 [Build] Fix mysql migration + add target for both migrations (4027)
e0d32513 [Docs] Add docs on extra_args parameter (4060)
08a93f03 [Requirements] Move pymysql to API (4096)
e763db5b [Requirements] Bump ipython to 8.x (4097)
65ec7f4e [Test] Add Databricks Runtime to inheritance test (4093)
18fa1ab9 [frontend-spec] Fix Redis' default path for the Feature Store (4089)
be3151f6 [Build] Fix auto mount overriding access key (4087)
6c9ba72f [Notifications] Use bool instead of context in webhook ssl verify notifications (4086)
6ceb24c9 [Tests] Pass Pytest flags on the Arguments field of Pycharm configuration (4083)
e5000113 [Requirements] Blacklist APScheduler 3.10.2 (4085)
dbe7a3eb [Notifications] Add ssl verification to webhook notifications (4076)
b40b3165 [API] Fix session rollback and multithreading (4081)
cb82ea61 [Datastore] Fix dbfs zero size handling (4078)
e73644c3 [Requirments] bump storey to 1.5.3 (4077)
5a4db8fe [API] Fix build runtime enrichment (4075)
2e9e93c5 [Runtimes] Feature - add prefix to databricks job (4059)
02c6a681 [Docs] Align tutorials script (4074)
411ac4d4 [Feature Store] Fix `get_offline_feature` to not change incoming `entity_df` (4070)
31c8b216 [Package] Improved docs and minor edge case fixes (4073)
caaf5b08 [SQLRunDB] Fix abuse of sessions (4067)
7e4e1723 [API] Mask access key on deploy (4069)
8be0c8ce [Notifications] Enhance push notification logs (4066)
cf145062 [Automation] Deploy mlrun-api on iguazio vanilla nodes (3870)
bc1680fd [Docs] Fix side-bar search field (4065)
da6f85bf [Datastore] Turn explicit ack on when engine is async (4050)
c8841842 [Model Monitoring] Fix monitoring feature set URI in system tests (4063)
ab7c09e6 [Datastore] Fix dbfs source and target (4049)
8c174b3f [Docs] Add v1.4.1 to change log (4062)
7f392cb9 [Runs] Fix listing runs using wrong kwargs (4058)
3d9979c4 [Docs] Update ecosystem (4055)
5b637004 [Makefile] Skip isort proto dir (4054)
0517ebab [Kubejob] Fix `build_config` parameters order (4052)
84a274b5 [API] Fix submit workflow remote engine (4048)
50fa3825 [Packeger] Fix accessing is logging worker config (4047)
19f64b13 [Requirements] Loosen fsspec and related requirements (4046)
dfb45626 [CI] Ensure ssh client is active prior to running remote commands (4045)
e09114bf [Builder] Fix extra args merge (4042)
7b21c7c8 [DB] Fix data prefix resolution in case of missing config value (4043)
e46a4e53 [Tests] Fix base system tests (4040)
fadac502 [Runtimes] Fix passing of explicit ack config to Nuclio functions (4039)
0a1a4e47 [DB] Fix overwrite of feature store data prefixes from server (3977)
dd8f867a [Builder] Add support for adding env's or secret to the docker build during runtime (4013)
8d836d6d [Runtime] Fix databricks runtime tests and structure (4036)
2b5d0502 [Projects] Fix Projects Sync Deleting Projects not found in leader (4037)
b31c569b [MPI] Use dependency injection to resolve the crd version (4024)
bde774ba [Requirements] Move SQLAlchemy to API (4035)
a14e694b [Utils] backwards compatibility for parsing object URI (4034)
91f4e52f [Tests] Fix HTTP Data Store tests (4033)
4b6ca66e [Dask] Move resource methods to API (4025)
bb705e5f [Package] Add `None` packager and support for logging worker (3864)
ee939ca5 [Runtime] Databricks runtime (3996)
51327bb8 [Automation] Retry on delete DB command (4026)
39aa7bf4 Add dbfs to allowed file paths (4030)
f971ab6c [Model Monitoring] Expose model endpoints batch process through SDK (4020)
92fd5ebb [Feature Store] Extract indexes from `entity_rows` (4028)
6171dc0c [Requirements] Move `fastapi` and `humanfriendly` to API (4018)
4e304859 [CLI] Get artifacts - change the "tree" column to "workflow/job uid" (3986)
6b558a7f [API] Connect `import_function` to hub (3384)
068ebf03 [Artifacts] Deprecate Bokeh and Chart artifact type (3889)
ffd81740 [Notifications] Add Logs for success / failure upon sending notification (4023)
d23f89e3 [API] Pass auth info to launcher in submit job flow (4017)
be2c5db4 Add Datastore Profile: A new entity for managing datastore credentials (3936)
ead31557 [Automation] Remove tty flag from delete db command (4022)
1a8fbe80 [Scheduler] Store schedule improvements (4021)
9f209a57 [Tests] Fix project system tests (4019)
dcf0e721 [API] Fix deprecation message for `files` and `filestat` APIs (4007)
e88691d8 [Notifications] Use Run DB to store run notifications (4015)
c5c4d79d [Model Monitoring] Adjust batch monitoring job start time offset (3981)
e6e988a6 [Feature Store] Add an ability to define a feature vector that joins between different feature sets not using the same entity and with a "complex" join types. (3947)
2aedcf22 [CI] Fixing set_environment uses obsolete argument (4011)
bd962e29 [Trigger] Validate v3io consumer group name (4009)
277d6f95 [SDK] Remove deprecated methods (3971)
88e86df4 [API] Fix load-project return `RunObject` instead of `BackgroundTask` (4004)
64cb0b35 [Fix] fix normalize_workflow_name function (4006)
f79e0ac4 [Docs] Bump sphinx and limit protobuf (4005)
91b7cdd8 [Docs] Add sample for scale to zero via API (3932)
0ba29dff [CI] Bump action to use node 16 (4003)
1b77a002 [Run] Refactor logs watch (4000)
5ad21f82 [CI] Fix feature branch release (4001)
9fba06ba [CI] Remove post release workflow (4002)
7ae9b217 [Worklow] Fix schedule workflow name renaming (3954)
11d0232d [Feature Store] Raise an error when passing invalid run config (3999)
1097f697 [API] Change MLRun REST API URLs to conform with the best-practice (3982)
372985aa [Model Monitoring] Secret provider for SQL connection string on API side (3987)
095aec25 [Run-configuration] Run all unit tests configuration (3975)
e82c20a1 [Config] Remove dynamic resolve of iguazio API URL (3974)
6629cfb8 [Package] Add `mlrun.package` to docs (3995)
4317fe63 [Launcher] Enrich with auth info from server side (3972)
ba1555e7 [Automation] Fix prepare for else clause (3998)
d8da4225 [Automation] Fix suppressed database doesn't exist string (3997)
2bb2c06b [CI] Run Go jobs only when changed (3983)
42bf7ea5 [Requirements] Update fsspec and related dependencies to latest (3966)
12e81cb0 [CI] Feature branch enhancements (3992)
a6c9fafe [Automation] Fix check for suppressed errors (3993)
9b2e38ae [Automation] Warn if mlrun db deletion failed (3988)
e66bc2aa [API] Fix workflow bugs (system tests) (3989)
42e69066 [Nuclio] Fix HTTPDB URL (3990)
93a1e61f [Serving] Disable explicit ack when nuclio is too old (3985)
9465d9a8 [Model Monitoring] Support Prometheus as a time series solution for model monitoring (3844)
6a67d2f0 [Docs] Fix helm repo add mlrun-ce command (3984)
7f1d02ac [Schemas][Builder][Kubejob] Remove python 3.7 leftovers (3980)
d81550df [Requirements] Bump storey to 1.5.2 (3979)
1b8a00e3 [API] Set run db URL to DSN (3976)
ddcb444e [Runtimes] Move runtime handlers to the API (3958)
0955f708 [RunDB] Move SQLDB to API (3938)
ef001585 [Images] Bump pip version to 23.2.1 (3970)
2d3f9d43 [Project] Fix `load_only` doc string (3969)
abe5a25e [Docs] Add release dates to change log (3968)
77ef5728 [Docs] Fix readthedocs build python version (3965)
ca3e9041 [Docs] Bump readthedocs build python version (3963)
13777d1e [Docs] Bump mlrun version for release (3962)
cb930b33 [Docs] Add Tech Preview note to Dask (3956)
d130504c [API] Add submit workflow endpoint (2473)
86576003 [Docs] Add V1.4.0 to change log (3907)
4c0ecf7b [Docs] Add how to configure an API gateway for a Nuclio function (3937)
b7a60c1e [HTTPDB] Retry on POST for idempotent paths (3950)
fb5af258 [Feature Store] Fix missing "created" status from the UI (3927)
06e1caf1 [CLI] Get artifacts - return updated date properly (3944)
b41e15e0 [Serving] Enable explicit ack by default (3930)
b8d46d13 [API] Do not emit internal auth secrets events (3948)
4af88a98 [Notifications] Add Webhook notification type (3946)
b4e41999 [Projects] Fix Project Sync Fails on Malformed Project (3945)
ea44d8e6 [Artifacts] Bump legacy artifacts removal version to 1.6.0 (3941)
6baeef5c [Makefile] Fix models-gpu base image (3942)
856d858d [Docs] Update error_handler (3888)
2b222ab5 [Project] Fix support for project_setup.py in new project flow and add docs (3939)
1b6dde4a [Images] Remove python 3.7 support (3926)
c16da150 [DB] Fix `_commit` logs to support multiple object classes (3929)
7c36a7ca [Docs] Fix a few typos (3933)
f0a34540 [Launcher] Fix sql session import (3928)
58dba201 [Model Monitoring] Refactoring model monitoring client-api code (3598)
492680cd [Docs] Add using Git repo as function hub (3190)
8c86e3cb [Docs] describe using outputs parameter in steps (3924)
7e55dceb [Docs] Add CI/CD automation with Git (3917)
162a1757 [Launcher] Inject server side launcher (3913)
fedbf72f [CI][Build] Remove python 3.7 actions (3923)
7e1e75b2 [Tests] Revert makefile so that `test-dockerized` runs on all tests (3920)
8b0fec3f [Docs] bump tutorials sklearn version (3922)
f0940b37 [Spark] Fix masking of errors in spark graph (3919)
9f45fc8b [API] Fix `files` API to work on non-k8s environments (3916)
11853af3 [Jupyter] Add git support to jupyter image (3914)
9e8e3887 [Feature Store] Persist Spark dataframe in `ingest` to improve performance (3912)
c79e15f7 [Datastore] Add DBFSStore (3626)
3e978611 [Requirements] Bump storey to 1.4.4 (3909)
d926a74a [Release] Enhance resolving next version (3906)
eca61d8f [CI] Add import-linter verification (3905)
d4b6b6f0 [Function] Add **kwargs to remote function invoke method (3872)
4f86d911 [Launcher] Fix overriding hints with import substitutions (3901)
2c8938bd [Automation] Enable mlrun audit events for system tests (3902)
60605924 [Feature Store] Fix `get_online_feature_service` for "Viewer" user usage. (3900)
0cb4c0c2 [Docs] Update info about requests/limits and workers (3898)
d01ae513 [Events] Fix emitting deleted secret event on 404 (3890)
33cba844 [Projects] Fix type hinting getting overriding class (3895)
613a4a7d [Tests] Fix example URL (3899)
3c07734b [Model Monitoring] Fix predictions and latency calculations in monitoring stream graph (3881)
4790e675 [Docs] Fix slack badge (3896)
3afd926b [Tests] Remove in memory SQLDB fixture (3875)
d657e9bf [CI] Introducing feature branch (3869)
692089ef [Function] Reduce amount of storing to the DB on `/build/status` endpoint (3840)
ba7185e6 [DB] Move `run_time_fmt` to utils (3874)
0f777c3b [Runtimes] Remove redundant imports (3877)
6fc3c1b6 [API] Move `resolve_nuclio_version` to API (3879)
ce3fef77 [Tests] Add fixture to change the working directory for tests (3884)
e2635592 [Version] Bump development to 1.5.0 (3893)