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It's recommended to move the client to Python 3.9 as well. + +MLRun v1.3.0 maintains support for mlrun base images that are based on python 3.7. To differentiate between the images, the images based on +python 3.7 have the suffix: `-py37`. The correct version is automatically chosen for the built-in MLRun images according to the Python version of the MLRun client (for example, a 3.7 Jupyter gets the `-py37` images). + +MLRun is pre-installed in CE Jupyter. + +To install on a **Python 3.9** client, run:
+``` +./align_mlrun.sh +``` + +To install on a **Python 3.7** client, run: + +1. Configure the Jupyter service with the env variable`JUPYTER_PREFER_ENV_PATH=false`. +2. Within the Jupyter service, open a terminal and update conda and pip to have an up to date pip resolver. + +```$CONDA_HOME/bin/conda install -y conda=23.1.0 + $CONDA_HOME/bin/conda install -y pip +``` +3. If you are going to work with python 3.9, create a new conda env and activate it: +``` + conda create -n python39 python=3.9 ipykernel -y + conda activate python39 +``` +4. Install mlrun: +``` +./align_mlrun.sh +``` + +### New and updated features + +#### Feature store + + +| ID | Description | +| ------------- | ----------------------------------------------------------------- | +| ML-2592 | Offline data can be registered as feature sets (Tech Preview). See [Create a feature set without ingesting its data](../feature-store/feature-sets.html#create-a-feature-set-without-ingesting-its-data). | +| ML-2610 | Supports SQLSource for batch ingestion (Tech Preview). See [SQL data source](../data-prep/ingest-data-fs.html#sql-data-source). | +| ML-2610 | Supports SQLTarget for storey engine (Tech Preview). (Spark is not yet supported.) See [SQL target store](../data-prep/ingest-data-fs.html#sql-target-store). | +| ML-2709 | The Spark engine now supports the steps: `MapValues`, `Imputer`, `OneHotEncoder`, `DropFeatures`; and supports extracting the time parts from the date in the `DateExtractor` step. See [Data transformations](../serving/available-steps.html#data-transformations). | +| ML-2802 | `get_offline_features` supports Spark Operator and Remote Spark. | +| ML-2957 | The username and password for the RedisNoSqlTarget are now configured using secrets, as `REDIS_USER REDIS_PASSWORD` where \ is the optional RedisNoSqlTarget `credentials_prefix` parameter. See [Redis target store](../data-prep/ingest-data-fs.html#redis-target-store). | +| ML-3008 | Supports Spark using Redis as an online KV target, which caused a [breaking change](#breaking-changes). | +| ML-3373 | Supports creating a feature vector over several feature sets with different entity. (Outer joins are Tech Preview.) See [Using an offline feature vector](../feature-store/feature-vectors.html#using-an-offline-feature-vector). | + +#### Logging data +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-2845 | Logging data using `hints`. You can now passing data into MLRun and log it without using the decorator. Instesd you use log hints. This is part of the changes in MLRun that will continue in v1.4 that simplify bringing usable code into MLRun without having to modify it. See [more details](../track-returning-values-using-returns-new-in-v1-3-0). | + + +#### Projects + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-3048 | When defining a new project from scratch, there is now a default `context` directory: \"`./`". This is the directory from which the MLRun client runs, unless otherwise specified. | + +#### Serving graphs + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-1167 | Add support for graphs that split and merge (DAG), including a list of steps for the `after` argument in the `add_step()` method. See [Graph that splits and rejoins](../serving/model-serving-get-started.html#graph-that-splits-and-rejoins). | +| ML-2507 | Supports configuring of consumer group name for steps following QueueSteps. See [Queue (streaming)](../serving/model-serving-get-started.html#queue-streaming). | + + +#### Storey + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-2502 | The event time in storey events is now taken from the `timestamp_key`. If the `timestamp_key` is not defined for the event, then the time is taken from the processing-time metadata. [View in Git](https://github.com/mlrun/mlrun/pull/2660), and in [Storey git](https://github.com/mlrun/storey/pull/394). | + + +#### UI + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-1186 | The new **Projects** home page provides easy and intuitive access to the full project lifecycle in three phases, with links to the relevant wizards under each phase heading: ingesting and processing data, developing and training a model, deploying and monitoring the project.

mlrun-project-homepage


| +| NA | [UI change log in GitHub](https://github.com/mlrun/ui/releases/tag/v1.3.0) | + + +#### APIs + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-3104 | These APIs now only return reasons in kwargs: `log_and_raise`, `generic_error_handler`, `http_status_error_handler`. | +| ML-3204 | New API `set_image_pull_configuration` that modifies `func.spec.image_pull_secret` and `func.spec.image_pull_policy`, instead of directly accessing these values through the spec. | + +#### Documentation + +Improvements to [Set up your environment](../install/remote.html). + + +#### Infrastructure improvements + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-2609 | MLRun server is based on Python 3.9. | +| ML-2732 | The new log collection service improves the performance and reduces heavy IO operations from the API container. The new MLRun log collector service is a grpc server, which runs as sidecar in the mlrun-api pod (chief and worker). The service is responsible for collecting logs from run pods, writing to persisted files, and reading them on request. The new service is transparent to the end-user: there are no UI or API changes. | + +### Breaking changes + + +- The behavior of ingest with aggregation changed in v1.3.0 (storey, spark, pandas engines). Now, when you ingest a "timestamp" column, it returns
+``.
Previously, it returned `` +- Any target data that was saved using Redis as an online target with storey engine (RedisNoSql target, introduced in 1.2.1) is not accessible after upgrading to v1.3. (Data ingested subsequent to the upgrade is unaffacted.) + + + +
+### Deprecated and removed APIs +Starting with v1.3.0, and continuing in subsequent releases, obsolete functions are getting removed from the code. + +**Deprecated and removed from v1.3.0 code**
+These MLRun APIs have been deprecated since at least v1.0.0 and were removed from the code: + +| Deprecated/removed | Use instead | +| ------------------------------------ | --------------------------------------------- | +| `project.functions` | `project.get_functions`, `project.set_functions`, `project.list_functions` | +| `project.artifacts` | `project.get_artifacts`, `project.set_artifacts`, `project.list_artifacts` | +| `project.func()` | `project.get_function()` | +| `project.create_vault_secrets()` | NA | +| `project.get_vault_secret()` | NA | +| `MlrunProjectLegacy` class | `MlrunProject` | +| Feature-store: usage of state in graph. For example: `add_writer_state`, and the `after_state` parameter in `_init_` methods. | `step` | +| `mount_path` parameter in mount_v3io() | `volume_mounts` | +| `NewTask` | `new_task()` | +| Dask `with_limits` | `with_scheduler_limits` / `with_worker_limits` | +| Dask `with_requests` | `with_scheduler_requests` / `with_worker_requests` | + + +**Deprecated APIs, will be removed in v1.5.0**
+These APIs will be removed from the v1.5.0 code. A FutureWarning appears if you try to use them in v1.3.0. +| Deprecated / to be removed | Use instead | +| ------------------------------------------------ | --------------------------------------------- | +| project-related parameters of `set_environment`. (Global-related parameters will not be deprecated.) | Project APIs +such as `get_or_create_project`, `load_project` | +| `KubeResource.gpus` | `with_limits` | +| Dask `gpus` | `with_scheduler_limits` / `with_worker_limits` | +| `ExecutorTypes` | `ParallelRunnerModes` | +| Spark runtime `gpus` | `with_driver_limits` / `with_executor_limits` | +| `mount_v3io_legacy` (mount_v3io no longer calls it) | `mount_v3io` | +| `mount_v3io_extended` | `mount_v3io` | +| `LegacyArtifact` and all legacy artifact types that inherit from it (`LegacyArtifact`, `LegacyDirArtifact`, `LegacyLinkArtifact`, `LegacyPlotArtifact`, `LegacyChartArtifact`, `LegacyTableArtifact`, `LegacyModelArtifact`, `LegacyDatasetArtifact`, `LegacyPlotlyArtifact`, `LegacyBokehArtifact`) | `Artifact` or other artifact classes that inherit from it | +| `init_functions` in pipelines | Add the function initialization to the pipeline code instead | +| The entire `mlrun/mlutils` library | `mlrun.framework` | +| `run_pipeline` | `project.run` | + +**REST APIs deprecated and removed from v1.3.0 code** + +- `pod_status header` from response to `get_log` REST API +- `client-spec` from response to health API +- `submit_pipeline_legacy` REST API +- `get_pipeline_legacy` REST API +- Five runtime legacy REST APIs, such as: `list_runtime_resources_legacy`, `delete_runtime_object_legacy` etc. +- httpdb runtime-related APIs using the deprecated runtimes REST APIs, for example: `delete_runtime_object` + +### Deprecated CLI + +The `--ensure-project` flag of the `mlrun project` CLI command is deprecated and will be removed in v1.5.0. + +### Closed issues + +| ID | Description | +| --- | ----------------------------------------------------------------- | +| ML-2421 | Artifacts logged via SDK with "/" in the name can now be viewed in the UI. [View in Git](https://github.com/mlrun/mlrun/pull/3248). | +| ML-2534 | Jobs and Workflows pages now display the tag of the executed job (as defined in the API). [View in Git](https://github.com/mlrun/ui/pull/1632). | +| ML-2810 | Fixed the Dask Worker Memory Limit Argument. [View in Git](https://github.com/mlrun/mlrun/pull/3123). | +| ML-2896 | `add_aggregation` over Spark fails with `AttributeError` for sqr and stdvar. [View in Git](https://github.com/mlrun/mlrun/pull/3131). | +| ML-3104 | Add support for project default image. [View in Git](https://github.com/mlrun/mlrun/pull/2969). | +| ML-3119 | Fix: MPI job run status resolution considering all workers. [View in Git](https://github.com/mlrun/mlrun/pull/2888). | +| ML-3283 | `project.list_models()` did not function as expected for tags and labels. The `list_artifacts` method now accept a dictionary, and docstrings were added for httpdb and for MLRunProject methods: both `list_artifacts` and `list_models`. [View in Git](https://github.com/mlrun/mlrun/pull/2988). | +| ML-3286 | Fix: Project page displayed an empty list after an upgrade [View in Git](https://github.com/mlrun/ui/pull/1611). | +| ML-3316 | Users with developer and data permissions can now add members to projects they created. (Previously appeared successful in the UI but users were not added). [View in Git](https://github.com/mlrun/ui/pull/1617). | +| ML-3365 / 3349 | Fix: UI Projects' metrics show N/A for all projects when ml-pipeline is down. [View in Git](https://github.com/mlrun/ui/pull/1613). | +| ML-3378 | Aggregation over a fixed-window that starts at or near the epoch now functions as expected. [View in Git](https://github.com/mlrun/storey/pull/418). | +| ML-3380 | Documentation: added details on [aggregation in windows](../feature-store/transformations.html#aggregations). | +| ML-3389 | Hyperparams run does not present artifacts iteration when selector is not defined. [View in Git](https://github.com/mlrun/ui/pull/1635). | +| ML-3424 | Documentation: new matrix of which engines support which [sources](../serving/available-steps.html#sources)/[targets](../serving/available-steps.html#targets). [View in Git](https://github.com/mlrun/mlrun/pull/3279). +| ML-3575 | `project.run_function()` now uses the argument `artifact_path` (previously used the project's configured `artifact_path` instead). [View in Git](https://github.com/mlrun/mlrun/pull/3246). | +| ML-3403 | Error on Spark ingestion with offline target without defined path (error: `NoneType` object has no attribute `startswith`). Fix: default path defined. [View in Git](https://github.com/mlrun/mlrun/pull/3118). | +| ML-3446 | Fix: Failed MLRun Nuclio deploy needs better error messages. [View in Git](https://github.com/mlrun/mlrun/pull/3241). | +| ML-3482 | Fixed model-monitoring incompatibility issue with mlrun client running v1.1.x and a server running v1.2.x. [View in Git](https://github.com/mlrun/mlrun/pull/3180). | + + ## v1.2.1 ### New and updated features @@ -20,9 +210,12 @@ #### Feature store - Supports ingesting Avro-encoded Kafka records. [View in Git](https://github.com/mlrun/mlrun/issues/2649). +#### Third party integrations +- Supports Confluent Kafka as a feature store data-source (Tech Preview). See [Confluent Kafka data source](../data-prep/ingest-data-fs.html#confluent-kafka-data-source). + ### Closed issues -- Fix: the **Projects | Jobs | Monitor Workflows** view is now accurate when filtering for > 1 hour. [View in Git](https://github.com/mlrun/mlrun/pull/2786). +- Fix: the **Projects | Jobs | Monitor Workflows** view is now accurate when filtering for > 1 hour. [View in Git](https://github.com/mlrun/mlrun/pull/2786). - The Kubernetes **Pods** tab in **Monitor Workflows** now shows the complete pod details. [View in Git](https://github.com/mlrun/mlrun/pull/1576). - Update the tooltips in **Projects | Jobs | Schedule** to explain that day 0 (for cron jobs) is Monday, and not Sunday. [View in Git](https://github.com/mlrun/ui/pull/1571). @@ -61,7 +254,7 @@ DB to connect to. [View in Git](https://github.com/mlrun/mlrun/pull/2856). - Fully supports ingesting with pandas engine, now equivalent to ingestion with `storey` engine (TechPreview): - Support DataFrame with multi-index. - Support mlrun steps when using pandas engine: `OneHotEncoder` , `DateExtractor`, `MapValue`, `Imputer` and `FeatureValidation`. -- Add new step: `DropFeatures` for pandas, storey and spark engines. (TechPreview) +- Add new step: `DropFeature` for pandas and storey engines. (TechPreview) - Add param query for `get_offline_feature` for filtering the output. #### Frameworks @@ -80,6 +273,8 @@ with GCP clients, only compatible packages are installed. #### Models - The Labels in the **Models > Overview** tab can be edited. + + #### Internal - Refactor artifacts endpoints to follow the MLRun convention of `/projects//artifacts/...`. (The previous API will be deprecated in a future release.) - Add `/api/_internal/memory-reports/` endpoints for memory related metrics to better understand the memory consumption of the API. @@ -125,7 +320,7 @@ was closed before the task was done. [View in Git](https://github.com/mlrun/mlru - The CLI supports overwriting the schedule when creating scheduling workflow. [View in Git](https://github.com/mlrun/mlrun/pull/2651). - Slack now notifies when a project fails in `load_and_run()`. [View in Git](https://github.com/mlrun/mlrun/pull/2794). -- Timeout is executed properly when running a pipeline in CLI. [View in Git]https://github.com/mlrun/mlrun/pull/2635). +- Timeout is executed properly when running a pipeline in CLI. [View in Git](https://github.com/mlrun/mlrun/pull/2635). - Uvicorn Keep Alive Timeout (`http_connection_timeout_keep_alive`) is now configurable, with default=11. This maintains API-client connections. [View in Git](https://github.com/mlrun/mlrun/pull/2613). @@ -169,7 +364,7 @@ API-client connections. [View in Git](https://github.com/mlrun/mlrun/pull/2613). improve handling of high workloads against the MLRun DB. You can configure the number of workers for an MLRun service, which is applied to the service's user-created pods. The default is 2. - v1.1.0 cannot run on top of 3.0.x. - - For Iguazio v <3.5.0 number of workers set to 1 by default. To change this number, contact support (helm-chart change required). + - For Iguazio versions prior to v3.5.0, the number of workers is set to 1 by default. To change this number, contact support (helm-chart change required). - Multi-instance is not supported for MLrun running on SQLite. - Supports pipeline scheduling. @@ -308,27 +503,33 @@ with a drill-down to view the steps and their details. [Tech Preview] ## Open issues -| ID | Description | Workaround | Opened | +| ID | Description | Workaround | Opened in | | ---- | -------------------------------------------------------| --------------------------------------------- | ------ | -| 2489 | Cannot pickle a class inside an mlrun function. | Use cloudpickle instead of pickle | 1.2.0 | -| 2223 | Cannot deploy a function when notebook names contain "." (ModuleNotFoundError) | Do not use "." in notebook name | 1.0.0 | -| 2199 | Spark operator job fails with default requests args. | NA | 1.0.0 | -| 1584 | Cannot run `code_to_function` when filename contains special characters | Do not use special characters in filenames | 1.0.0 | -| [2621](https://github.com/mlrun/mlrun/issues/2621) | Running a workflow whose project has `init_git=True`, results in Project error | Run `git config --global --add safe.directory '*'` (can substitute specific directory for *). | 1.1.0 | -| 2407 | Kafka ingestion service on empty feature set returns an error. | Ingest a sample of the data manually. This creates the schema for the feature set and then the ingestion service accepts new records. | 1.1.0 | - +| ML-1584 | Cannot run `code_to_function` when filename contains special characters | Do not use special characters in filenames | v1.0.0 | +| ML-2199 | Spark operator job fails with default requests args. | NA | v1.0.0 | +| ML-2223 | Cannot deploy a function when notebook names contain "." (ModuleNotFoundError) | Do not use "." in notebook name | v1.0.0 | +| ML-2407 | Kafka ingestion service on sn empty feature set returns an error. | Ingest a sample of the data manually. This creates the schema for the feature set and then the ingestion service accepts new records. | v1.1.0 | +| ML-2489 | Cannot pickle a class inside an mlrun function. | Use cloudpickle instead of pickle | v1.2.0 | +| [2621](https://github.com/mlrun/mlrun/issues/2621) | Running a workflow whose project has `init_git=True`, results in Project error | Run `git config --global --add safe.directory '*'` (can substitute specific directory for *). | v1.1.0 | +| ML-3386 | Documentation is missing full details on the feature store sources and targets | NA | v1.2.1 | +| ML-3420 | MLRun database doesn't raise an exception when the blob size is greater than 16,777,215 bytes | NA | v1.2.1 | +| ML-3480 | Documentation: request details on label parapeter of feature set definition | NA | v1.2.1 | +| NA | The feature store does not support schema evolution and does not have schema enforcement. | NA | v1.2.1 | + ## Limitations -| ID | Description | Workaround | Opened | +| ID | Description | Workaround | Opened in | | ---- | -------------------------------------------------------------- | ------------------------------------ | ----------| -| 2014 | Model deployment returns ResourceNotFoundException (Nuclio error that Service is invalid.) | Verify that all `metadata.labels` values are 63 characters or less (Kubernetes limitation). | v1.0.0 | - +| ML-2014 | Model deployment returns ResourceNotFoundException (Nuclio error that Service is invalid.) | Verify that all `metadata.labels` values are 63 characters or less. See the [Kubernetes limitation](https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/#syntax-and-character-set). | v1.0.0 | +| ML-3315 | The feature store does not support an aggregation of aggregations | NA | v1.2.1 | +| ML-3381 | Private repo is not supported as a marketplace hub | NA | v1.2.1 | ## Deprecations -| In v. | ID |Description | +| In | ID |Description | |------ | ---- | --------------------------------------------------------------------| -| 1.0.0 | | MLRun / Nuclio do not support python 3.6 | \ No newline at end of file +| v1.0.0 | | MLRun / Nuclio do not support python 3.6. | +| v1.3.0 | | See [Deprecated APIs](#api-130).| diff --git a/docs/data-prep/ingest-data-fs.md b/docs/data-prep/ingest-data-fs.md index 72cc2834a35..d8ef7895ac3 100644 --- a/docs/data-prep/ingest-data-fs.md +++ b/docs/data-prep/ingest-data-fs.md @@ -163,6 +163,12 @@ or pip install mlrun[google-cloud-storage] to install them. ### SQL data source +```{admonition} Note +Tech Preview +``` +```{admonition} Limitation +Do not use SQL reserved words as entity names. See more details in [Keywords and Reserved Words](https://dev.mysql.com/doc/refman/8.0/en/keywords.html). +``` `SQLSource` can be used for both batch ingestion and real time ingestion. It supports storey but does not support Spark. To configure either, pass the `db_uri` or overwrite the `MLRUN_SQL__URL` env var, in this format:
`mysql+pymysql://:@:/`, for example: @@ -273,7 +279,7 @@ For example: `rediss://localhost:6379` creates a redis target, where: - The server location is localhost port 6379. - If the path parameter is not set, it tries to fetch it from the MLRUN_REDIS__URL environment variable. - You cannot pass the username/password as part of the URL. If you want to provide the username/password, use secrets as: -`REDIS_USER REDIS_PASSWORD` where "prefix" is the optional RedisNoSqlTarget `credentials_prefix` parameter. +`REDIS_USER REDIS_PASSWORD` where \ is the optional RedisNoSqlTarget `credentials_prefix` parameter. - Two types of Redis servers are supported: StandAlone and Cluster (no need to specify the server type in the config). - A feature set supports one online target only. Therefore `RedisNoSqlTarget` and `NoSqlTarget` cannot be used as two targets of the same feature set. @@ -286,7 +292,13 @@ explicitly each time with the path parameter, for example:
### SQL target store -The `SQLTarget` online target supports storey but does not support Spark.
+```{admonition} Note +Tech Preview +``` +```{admonition} Limitation +Do not use SQL reserved words as entity names. See more details in [Keywords and Reserved Words](https://dev.mysql.com/doc/refman/8.0/en/keywords.html). +``` +The `SQLTarget` online target supports storey but does not support Spark. Aggregations are not supported.
To configure, pass the `db_uri` or overwrite the `MLRUN_SQL__URL` env var, in this format:
`mysql+pymysql://:@:/` diff --git a/docs/feature-store/feature-sets.md b/docs/feature-store/feature-sets.md index b0912d1ed53..9f35fb25385 100644 --- a/docs/feature-store/feature-sets.md +++ b/docs/feature-store/feature-sets.md @@ -57,11 +57,11 @@ stocks_set = FeatureSet("stocks", entities=[Entity("ticker")]) ## Create a feature set without ingesting its data -You can define and register a feature set (and use it in a feature vector) without ingesting its data into MLRun offline targets. +You can define and register a feature set (and use it in a feature vector) without ingesting its data into MLRun offline targets. This supports all batch sources. The use-case for this is when you have a large amount of data in a remote storage that is ready to be consumed by a model-training pipeline. -When this feature is enabled on a feature set, data is **not** saved to the offline target during ingestion. Instead, when -`get_offline_features` is called on a vector containing that feature set, that data is read directly from the source. +When this feature is enabled on a feature set, data is **not** saved to the offline target during ingestion. Instead, when `get_offline_features` +is called on a vector containing that feature set, that data is read directly from the source. Online targets are still ingested, and their value represents a timeslice of the offline source. Transformations are not allowed when this feature is enabled: no computation graph, no aggregations, etc. Enable this feature by including `passthrough=True` in the feature set definition. All three ingestion engines (Storey, Spark, Pandas) diff --git a/docs/feature-store/feature-vectors.md b/docs/feature-store/feature-vectors.md index c86f737782a..52e0eab88d6 100644 --- a/docs/feature-store/feature-vectors.md +++ b/docs/feature-store/feature-vectors.md @@ -61,7 +61,7 @@ You can also view some metadata about the feature vector, including all the feat After a feature vector is saved, it can be used to create both offline (static) datasets and online (real-time) instances to supply as input to a machine learning model. -### Creating an offline feature vector +### Using an offline feature vector Use the feature store's {py:meth}`~mlrun.feature_store.get_offline_features` function to produce a `dataset` from the feature vector. It creates the dataset (asynchronously if possible), saves it to the requested target, and returns an {py:class}`~mlrun.feature_store.OfflineVectorResponse`. @@ -82,13 +82,13 @@ Defaults to return as a return value to the caller. - **drop_columns** — (optional) A list of columns to drop from the resulting feature vector. - **start_time** — (optional) Datetime, low limit of time needed to be filtered. - **end_time** — (optional) Datetime, high limit of time needed to be filtered. --**with_indexes** return vector with index columns and timestamp_key from the feature sets. Default is False. --**update_stats** — update features statistics from the requested feature sets on the vector. Default is False. --**engine** — processing engine kind ("local", "dask", or "spark") --**engine_args** — kwargs for the processing engine --**query** — The query string used to filter rows --**spark_service** — Name of the spark service to be used (when using a remote-spark runtime) -- **join_type** — (optional) Indicates the join type: `{'left', 'right', 'outer', 'inner'}, default 'outer'`. Relevant only for Dask and storey (local) engines. +- **with_indexes** return vector with index columns and timestamp_key from the feature sets. Default is False. +- **update_stats** — update features statistics from the requested feature sets on the vector. Default is False. +- **engine** — processing engine kind ("local", "dask", or "spark") +- **engine_args** — kwargs for the processing engine +- **query** — The query string used to filter rows +- **spark_service** — Name of the spark service to be used (when using a remote-spark runtime) +- **join_type** — (optional) Indicates the join type: `{'left', 'right', 'outer', 'inner'}, default 'inner'`. The Spark retrieval engine only supports entities-based `inner` join (ie. no support for `relations`, no support for `outer`, `left`, `right` joins) - left: use only keys from left frame (SQL: left outer join) - right: use only keys from right frame (SQL: right outer join) - outer: use union of keys from both frames (SQL: full outer join) @@ -220,7 +220,7 @@ resp = fs.get_offline_features( ) ``` -### Creating an online feature vector +### Using an online feature vector The online feature vector provides real-time feature vectors to the model using the latest data available.