# Flyte Open Source Documentation
> **This is legacy (v1) documentation.** Do not use unless explicitly asked about this version. For current documentation, see https://www.union.ai/docs/v2/llms.txt

> Full documentation (single file): https://www.union.ai/docs/v1/flyte/llms-full.txt
> Site: https://www.union.ai/docs/v1/flyte

Each entry below is `- [Page title](URL)` followed by the H2/H3 headings found on that page. Pages link to individual `page.md` files. Sections marked with a "Section bundle" link have a `section.md` that concatenates all pages in the section into a single file — use it to load an entire section into context at once.

## User guide

- [Introduction](https://www.union.ai/docs/v1/flyte/user-guide/introduction/page.md)
  - Flyte
  - Trying out Flyte
  - Flyte in production
- [Getting started](https://www.union.ai/docs/v1/flyte/user-guide/getting-started/page.md)
  - Try Flyte in your browser
  - Try Flyte on your local machine
- [Getting started > Local setup](https://www.union.ai/docs/v1/flyte/user-guide/getting-started/local-setup/page.md)
  - Install `uv`
  - Ensure the correct version of Python is installed
  - Install the `pyflyte` CLI
  - Install Docker and get access to a container registry
  - Install `flytectl` to set up a local cluster
  - macOS
  - Linux
  - Windows
  - Start Docker and the local cluster
  - Configure the connection to your cluster
  - Check your CLI configuration
- [Getting started > First project](https://www.union.ai/docs/v1/flyte/user-guide/getting-started/first-project/page.md)
  - Create a new Flyte project
  - Initialize a local project
- [Getting started > Understanding the code](https://www.union.ai/docs/v1/flyte/user-guide/getting-started/understanding-the-code/page.md)
  - Python code
  - ImageSpec
  - Tasks
  - Workflow
  - pyproject.toml
  - uv.lock
- [Getting started > Running your workflow](https://www.union.ai/docs/v1/flyte/user-guide/getting-started/running-your-workflow/page.md)
  - Python virtual environment
  - Run the code locally
  - Running remotely on Flyte in the cloud
  - Register the workflow without running
  - Run the workflow from the Flyte interface
  - View the workflow execution on Flyte
- [Core concepts](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/page.md)
  - Defining tasks and workflows
  - Type annotation is required
  - Workflows *are not* full Python functions
  - Registering tasks and workflows
  - Registering on the command line with `pyflyte` or `flytectl`
  - Registering in Python with `FlyteRemote`
  - Results of registration
  - Changing tasks and workflows
  - Inspecting tasks and workflows
  - Inspecting workflows in the UI
  - Inspecting tasks in the UI
  - Inspecting workflows on the command line with `flytectl`
  - Inspecting tasks on the command line with `flytectl`
  - Inspecting tasks and workflows in Python with `FlyteRemote`
  - Running tasks and workflows
  - Running a task or workflow in the UI
  - Running a task or workflow locally on the command line with `pyflyte` or `python`
  - Running a task or workflow remotely on the command line with `pyflyte`
  - Running a task or workflow remotely in Python with `FlyteRemote`
- [Core concepts > Workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/page.md)
- [Core concepts > Workflows > Standard workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/standard-workflows/page.md)
  - Evaluation of a standard workflow
  - Conditional construct
  - Chaining operator
  - Workflow decorator parameters
- [Core concepts > Workflows > Subworkflows and sub-launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/subworkflows-and-sub-launch-plans/page.md)
  - When to use subworkflows
  - When to use sub-launch plans
- [Core concepts > Workflows > Dynamic workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/dynamic-workflows/page.md)
  - Defining a dynamic workflow
  - Advantages of dynamic workflows
  - Flexibility
  - Lower pressure on `etcd`
  - Dynamic workflows vs. map tasks
  - Using dynamic workflows to achieve recursion
- [Core concepts > Workflows > Imperative workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/imperative-workflows/page.md)
  - Example
- [Core concepts > Workflows > Launching workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/launching-workflows/page.md)
- [Core concepts > Workflows > Viewing workflows](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/viewing-workflows/page.md)
  - Workflows list
  - Workflow view
  - Workflow versions list
  - Workflow and task descriptions
- [Core concepts > Workflows > Viewing workflow executions](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/workflows/viewing-workflow-executions/page.md)
  - Domain Settings
  - All Executions in the Project
  - Execution view
  - Nodes
  - Graph
  - Timeline
- [Core concepts > Tasks](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/page.md)
  - Tasks are independently executable
  - Tasks are strongly typed
  - Tasks are containerized
  - Tasks are named, versioned, and immutable
  - Tasks are (usually) deterministic and cacheable
  - Workflows can contain many types of tasks
  - Mix and match task characteristics
  - Task configuration
- [Core concepts > Tasks > Page](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/map-tasks/page.md)
  - Map tasks
- [Core concepts > Tasks > Other task types](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-types/page.md)
  - PythonFunctionTask
  - ContainerTask
  - Shell tasks
  - Example
  - Specialized plugin task classes and configs
  - @fl.task parameters
- [Core concepts > Tasks > Task parameters](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-parameters/page.md)
  - Use `partial` to provide default arguments to tasks
  - Named outputs
- [Core concepts > Tasks > Launching tasks](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/launching-tasks/page.md)
- [Core concepts > Tasks > Viewing tasks](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/viewing-tasks/page.md)
  - Tasks list
  - Task view
  - Task versions list
- [Core concepts > Tasks > Task software environment](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/page.md)
- [Core concepts > Tasks > Task software environment > Local image building](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/image-spec/page.md)
  - Project structure
  - requirements.txt
  - imagespec-simple-example.py
  - Install and configure `pyflyte` and Docker
  - Set up an image registry
  - Authenticate to the registry
  - Set up your project and domain on Flyte
  - Understand the requirements
  - Set up a virtual Python environment
  - Run the workflow locally
  - Register the workflow
  - Ensure that the image is publicly accessible
  - Run the workflow on Flyte
  - Multi-image workflows
- [Core concepts > Tasks > Task software environment > ImageSpec with ECR](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/image-spec-with-ecr/page.md)
  - Set up the image repository
  - Authenticate to the registry
  - Register your workflow to Flyte
- [Core concepts > Tasks > Task software environment > ImageSpec with GAR](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/image-spec-with-gar/page.md)
  - Set up the image repository
  - Authenticate to the registry
  - Register your workflow to Flyte
- [Core concepts > Tasks > Task software environment > ImageSpec with ACR](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/image-spec-with-acr/page.md)
  - Authenticate to the registry
  - Register your workflow to Flyte
- [Core concepts > Tasks > Task software environment > Environment variables](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-software-environment/environment-variables/page.md)
- [Core concepts > Tasks > Viewing logs](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/viewing-logs/page.md)
  - Cloud provider logs
- [Core concepts > Tasks > Reference tasks](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/reference-tasks/page.md)
  - Example
- [Core concepts > Tasks > Task hardware environment](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-hardware-environment/page.md)
  - Customizing task resources
  - Using the `@fl.task` decorator
  - Using PodTemplate
  - `pod_template` and `pod_template_name` @fl.task parameters
  - Accelerators
  - Task-level monitoring
- [Core concepts > Tasks > Task hardware environment > Customizing task resources](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-hardware-environment/customizing-task-resources/page.md)
  - The `requests` and `limits` settings
  - The `accelerator` setting
  - The `with_overrides` method
- [Core concepts > Tasks > Task hardware environment > Accelerators](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-hardware-environment/accelerators/page.md)
  - Using predefined accelerator constants
  - List of predefined accelerator constants
- [Core concepts > Tasks > Task hardware environment > Retries and timeouts](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-hardware-environment/retries-and-timeouts/page.md)
  - Retry types
  - Configuring retries
  - Retrying interruptible tasks
  - Retrying map tasks
  - Timeouts
- [Core concepts > Tasks > Task hardware environment > Interruptible instances](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/tasks/task-hardware-environment/interruptible-instances/page.md)
  - Configuring tasks to use interruptible instances
  - Workflow level interruptible
  - Advantages and disadvantages of interruptible instances
- [Core concepts > Launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/page.md)
  - Default launch plan
  - Launch plans are versioned
  - Custom launch plans
  - Viewing launch plans for a workflow
  - Registering a launch plan
  - Registering a launch plan on the command line
  - Registering a launch plan in Python with `FlyteRemote`
  - Results of registration
  - Changing a launch plan
- [Core concepts > Launch plans > Defining launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/defining-launch-plans/page.md)
  - Default and Fixed Inputs
  - Scheduled Execution
  - Labels and Annotations
  - Execution Parameters
  - Security and Authentication
  - Raw Output Data Configuration
  - Putting It All Together
- [Core concepts > Launch plans > Viewing launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/viewing-launch-plans/page.md)
  - Viewing launch plans in the UI
  - Viewing launch plans on the command line with `uctl`
  - Viewing launch plans in Python with `FlyteRemote`
- [Core concepts > Launch plans > Notifications](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/notifications/page.md)
- [Core concepts > Launch plans > Schedules](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/schedules/page.md)
  - Fixed-rate schedules
  - Cron schedules
  - Cron expression format
  - Cron expression examples
  - Cron aliases
  - kickoff_time_input_arg
- [Core concepts > Launch plans > Activating and deactivating](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/activating-and-deactivating/page.md)
  - Activating and deactivating a launch plan in the UI
  - Activating and deactivating a launch plan on the command line with `uctl`
  - Activating and deactivating a launch plan in Python with `FlyteRemote`
- [Core concepts > Launch plans > Running launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/running-launch-plans/page.md)
  - Running a launch plan in the UI
  - Running a launch plan on the command line with `uctl`
  - Running a launch plan in Python with `FlyteRemote`
  - Sub-launch plans
- [Core concepts > Launch plans > Reference launch plans](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/reference-launch-plans/page.md)
  - Example
- [Core concepts > Launch plans > Concurrency control](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/launch-plans/concurrency-control/page.md)
  - How it works
  - Basic usage
  - Scheduled workflows with concurrency control
  - Defining the policy
  - Key behaviors and considerations
  - Version-agnostic check, version-specific enforcement
  - Concurrency limit on manual trigger
  - Scheduled execution behavior
  - Limitations
  - "At most" enforcement
  - Notifications for skipped executions
  - Best practices
- [Core concepts > Caching](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/caching/page.md)
  - Inputs caching
  - Outputs caching
  - Enabling and configuring caching
  - The `Cache` object
  - The `overwrite-cache` flag
  - Overwrite cache on the command line
  - Overwrite cache in the UI
  - Overwrite cache programmatically
  - How caching works
  - Explicit cache version
  - Node signature
  - Caching when running locally
  - Cache serialization
  - Enabling cache serialization
  - How does cache serialization work?
  - Caching of offloaded objects
  - How does caching of offloaded objects work?
- [Core concepts > Named outputs](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/named-outputs/page.md)
- [Core concepts > ImageSpec](https://www.union.ai/docs/v1/flyte/user-guide/core-concepts/image-spec/page.md)
  - Install Python or APT packages
  - Install Conda packages
  - Use different Python versions in the image
  - Import modules only in a specify imageSpec environment
  - Install CUDA in the image
  - Use Nvidia docker image
  - Install packages from extra index
  - Build an image in different architecture
  - Install flytekit from GitHub
  - Customize the tag of the image
  - Copy additional files or directories
  - Define ImageSpec in a YAML File
  - Build the image without registering the workflow
  - Force push an image
  - Getting source files into ImageSpec
- [Development cycle](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/page.md)
- [Development cycle > Project structure](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/project-structure/page.md)
  - Recommended Directory Structure
  - Organizing Tasks and Workflows
  - Orchestration Directory for Helper Constructs
  - Core Logic for Workflow-Specific Functionality
  - Importance of `__init__.py`
  - Monorepo vs Multi-repo: Choosing a structure
  - CI/CD
  - Documentation and Docstrings
- [Development cycle > Projects and domains](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/projects-and-domains/page.md)
  - Projects
  - Domains
  - When to use different Flyte projects?
  - Projects and Domains: The Power of the Project-Domain Pair
  - Domains: Clear Environment Separation
  - Projects: Organizing Workflows by Teams, Business Areas, or Applications
- [Development cycle > Building workflows](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/building-workflows/page.md)
  - When should I decompose tasks?
  - Differing runtime requirements
  - Improved cache performance
  - Take advantage of interruptible tasks
  - When should I parallelize tasks?
  - Parallelization constructs
  - When should I use caching?
- [Development cycle > Setting up a production project](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/setting-up-a-project/page.md)
  - Terminology
  - Create a Flyte project
  - Creating a local production project directory using `pyflyte init`
  - Directory structure
- [Development cycle > Local dependencies](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/local-dependencies/page.md)
  - Define your dependencies in your `pyproject.toml`
  - Create a Python virtual environment
- [Development cycle > ImageSpec](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/image-spec/page.md)
- [Development cycle > Running your code](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/running-your-code/page.md)
  - Set up your development environment
  - CLI commands for running your code
  - Registration pattern summary
  - Running a script in local Python with `pyflyte run` {#running-a-script-in-local-python}
  - Running a script on Flyte with `pyflyte run --remote`
  - Running tasks through flytectl
  - Generate execution spec file
  - Update the input spec file for arguments to the workflow
  - Create execution using the exec spec file
  - Monitor the execution by providing the execution id from create command
  - Running workflows through flytectl
  - Running launchplans through flytectl
  - Generate an execution spec file
  - Update the input spec file for arguments to the workflow
  - Create execution using the exec spec file
  - Monitor the execution by providing the execution id from create command
  - Deploying your code to Flyte with `pyflyte register`
  - Fast registration
  - Inspecting executions
  - Deploying your code to production
  - Package your code with `pyflyte package`
  - Register the package with `flytectl register`
  - Using pyflyte register versus pyflyte package + flytectl register
  - Image management and registration method
  - Building your own images
  - CI/CD with Flyte and GitHub Actions
  - Some CI/CD best practices
- [Development cycle > Overriding parameters](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/overriding-parameters/page.md)
  - Task parameters
  - Using `with_overrides` with `name` and `node_name`
  - Subworkflow and sub-launch plan parameters
- [Development cycle > Run details](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/run-details/page.md)
  - Passing parameters
  - Why `pyflyte run` rather than `python`?
- [Development cycle > Debugging with interactive tasks](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/debugging-with-interactive-tasks/page.md)
  - Enabling interactive tasks in your code
  - Basic example
  - requirements.txt
  - example.py
  - Register and run the workflow
  - Access the IDE
  - Inspect the task code
  - Interactive debugging
  - Update your code
  - Resume task
  - Auxiliary Python files
  - flyteinteractive_interactive_entrypoint.py
  - flyteinteractive_resume_task.py
  - launch.json
  - Integrated terminal
  - Install extensions
  - example-extensions.py
  - Manage resources
  - example-manage-resources.py
  - Pre and post hooks
  - example-pre-post-hooks.py
  - Only initiate VSCode on task failure
  - example-run-task-first.py
  - Debugging execution issues
- [Development cycle > Task resource validation](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/task-resource-validation/page.md)
- [Development cycle > Running in a local cluster](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/running-in-a-local-cluster/page.md)
  - Running in a local Kubernetes cluster
  - Configuration
  - Start the workflow
  - Inspect the results
  - Local cluster with default image
  - Local cluster with custom image
- [Development cycle > Jupyter notebooks](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/jupyter-notebooks/page.md)
  - Write your workflows and tasks in cells
  - Enable the notebook to register workflows to Flyte
- [Development cycle > Decks](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/decks/page.md)
  - Deck tabs
  - Deck renderers
  - Frame profiling renderer
  - Top-frame renderer
  - Markdown renderer
  - Box renderer
  - Image renderer
  - Contribute to renderers
  - Custom renderers
  - Streaming Decks
  - Union Deck Succeed Video
  - Union Deck Fail Video
- [Development cycle > Migrating from Airflow to Flyte](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/migrating_from_airflow_to_flyte/page.md)
  - Prerequisites
  - Steps
  - 1. Define your Airflow tasks in a Flyte workflow
  - 2. Test your workflow locally
  - 3. Move your workflow to production
- [Development cycle > FlyteRemote](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/remote-management/page.md)
  - Creating a `FlyteRemote` object
  - Authenticating using a client secret
- [Development cycle > FlyteRemote > FlyteRemote examples](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/remote-management/remote-examples/page.md)
  - Registering and running a workflow
  - Fetching outputs
  - Terminating all running executions for a workflow
  - Rerunning all failed executions of a workflow
  - Filtering for executions using a `Filter`
  - Launch task via FlyteRemote with a new version
  - Launch workflow via FlyteRemote
  - Launch launchplan via FlyteRemote
  - Inspecting executions
- [Development cycle > Testing](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/testing/page.md)
- [Development cycle > Testing > Mocking tasks](https://www.union.ai/docs/v1/flyte/user-guide/development-cycle/testing/mocking-tasks/page.md)
- [Data input/output](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/page.md)
  - Mapping Python to Flyte types
- [Data input/output > FlyteFile and FlyteDirectory](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/flyte-file-and-flyte-directory/page.md)
  - FlyteFile
  - Mac OS
  - Linux
  - Streaming support
  - FlyteDirectory
  - Changing the data upload location
  - Changing the raw data prefix
  - Specifying `remote_path` for a `FlyteFile` or `FlyteDirectory`
  - Remote examples
  - Remote file example
  - Remote directory example
  - Streaming
  - Downloading
  - Implicit downloading
  - Explicit downloading
  - Typed aliases
- [Data input/output > Downloading with FlyteFile and FlyteDirectory](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/downloading-with-ff-and-fd/page.md)
  - FlyteFile
  - FlyteDirectory
- [Data input/output > Task input and output](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/task-input-and-output/page.md)
  - Metadata and raw data
  - Metadata store
  - Raw data store
  - Changing the raw data storage location
  - Setting up your own object store
- [Data input/output > Accessing attributes](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/accessing-attributes/page.md)
  - List
  - Dictionary
  - Data class
  - Complex type
  - Failure scenario
- [Data input/output > Dataclass](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/dataclass/page.md)
  - Python types
  - Flyte types
- [Data input/output > Enum type](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/enum/page.md)
- [Data input/output > Pickle type](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/pickle/page.md)
- [Data input/output > Pydantic BaseModel](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/pydantic/page.md)
  - Python types
  - Flyte types
- [Data input/output > PyTorch type](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/pytorch/page.md)
  - Tensors and modules
  - Checkpoint
  - Auto GPU to CPU and CPU to GPU conversion
- [Data input/output > StructuredDataset](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/structured-dataset/page.md)
  - Usage
  - Example
  - Column type information
  - Serialized byte format
  - Storage driver and location
  - Inner workings of a structured dataset plugin
  - The `uri` argument
  - Note that no format was specified in the structured dataset constructor, or in the signature. So how did the BigQuery encoder get invoked?
  - How to return multiple DataFrames from a task?
  - How to define a custom structured dataset plugin?
  - NumPy encoder
  - NumPy decoder
  - NumPy renderer
  - The nested typed columns
- [Data input/output > TensorFlow types](https://www.union.ai/docs/v1/flyte/user-guide/data-input-output/tensorflow/page.md)
  - Import necessary libraries and modules
  - Tensorflow model
  - Transformer
  - Usage
  - TFRecord files
  - Transformer
  - Usage
  - TFRecord directories
  - Transformer
  - Usage
  - Configuration class: `TFRecordDatasetConfig`
  - Attributes
- [Programming](https://www.union.ai/docs/v1/flyte/user-guide/programming/page.md)
- [Programming > Chaining Entities](https://www.union.ai/docs/v1/flyte/user-guide/programming/chaining-entities/page.md)
  - Tasks
  - Subworkflows
- [Programming > Conditionals](https://www.union.ai/docs/v1/flyte/user-guide/programming/conditionals/page.md)
  - Simple branch
  - Multiple branches
  - Consuming the output of a conditional
  - Using the output of a previous task in a conditional
  - Using boolean workflow inputs in a conditional
  - Nested conditionals
  - Using the output of a task in a conditional
  - Running a noop task in a conditional
  - Run the example on the Flyte cluster
- [Programming > Decorating tasks](https://www.union.ai/docs/v1/flyte/user-guide/programming/decorating_tasks/page.md)
  - Using a single decorator
  - Stacking multiple decorators
  - Run the example on Flyte
- [Programming > Decorating workflows](https://www.union.ai/docs/v1/flyte/user-guide/programming/decorating_workflows/page.md)
  - Setup-teardown pattern
  - Workflow decorator
  - Defining the DAG
  - Run the example on the Flyte cluster
- [Programming > Intratask checkpoints](https://www.union.ai/docs/v1/flyte/user-guide/programming/intratask_checkpoints/page.md)
  - Why intratask checkpoints?
  - Use case: Model training
  - Run the example on the Flyte cluster
- [Programming > Waiting for external inputs](https://www.union.ai/docs/v1/flyte/user-guide/programming/waiting_for_external_inputs/page.md)
  - Pause executions with the `sleep` node
  - Supply external inputs with `wait_for_input`
  - Continue executions with `approve`
  - Working with conditionals
  - Sending inputs to `wait_for_input` and `approve` nodes
  - Using the Flyte UI
  - Using `FlyteRemote`
- [Programming > Nested parallelism](https://www.union.ai/docs/v1/flyte/user-guide/programming/nested-parallelism/page.md)
  - Nested dynamic workflows
  - Example code
  - Mixed parallelism
  - Example code
  - Design considerations
- [Programming > Failure node](https://www.union.ai/docs/v1/flyte/user-guide/programming/failure-node/page.md)

---

## Tutorials

- [Bioinformatics](https://www.union.ai/docs/v1/flyte/tutorials/bioinformatics/page.md)
- [Bioinformatics > Nucleotide Sequence Querying with BLASTX](https://www.union.ai/docs/v1/flyte/tutorials/bioinformatics/blast/page.md)
  - BLAST
  - BLASTX
  - Data
  - Dockerfile
- [Bioinformatics > Nucleotide Sequence Querying with BLASTX > Page](https://www.union.ai/docs/v1/flyte/tutorials/bioinformatics/blast/blastx-example/page.md)
- [Feature engineering](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/page.md)
  - Papermill
  - Examples
  - Notebook Etiquette
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Page](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/notebook-and-task/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Page](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/notebooks-as-tasks/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Page](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/notebook/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Supermarket Regression 2 Notebook](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/supermarket_regression_1/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Supermarket Regression 2 Notebook](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/supermarket_regression_2/page.md)
- [Feature engineering > EDA, Feature Engineering, and Modeling With Papermill > Supermarket Regression Notebook](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/exploratory-data-analysis/supermarket_regression/page.md)
- [Feature engineering > Feast Integration](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/feast-integration/page.md)
  - Dataset
  - Takeaways
- [Feature engineering > Feast Integration > Page](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/feast-integration/feature_eng_tasks/page.md)
- [Feature engineering > Feast Integration > Page](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/feast-integration/feast_workflow/page.md)
- [Feature engineering > Feast Integration > How to Trigger the Feast Workflow using FlyteRemote](https://www.union.ai/docs/v1/flyte/tutorials/feature-engineering/feast-integration/feast_flyte_remote/page.md)
  - 01. Register the code
  - 02: Launch an execution
  - 03. Sync an execution
  - 04. Retrieve the output
  - 05. Generate predictions
  - Load features from the online feature store
  - Generate a prediction
- [Flytelab](https://www.union.ai/docs/v1/flyte/tutorials/flytelab/page.md)
- [Flytelab > Weather Forecasting](https://www.union.ai/docs/v1/flyte/tutorials/flytelab/weather-forecasting/page.md)
- [Model training](https://www.union.ai/docs/v1/flyte/tutorials/model-training/page.md)
- [Model training > Diabetes Classification](https://www.union.ai/docs/v1/flyte/tutorials/model-training/pima-diabetes/page.md)
  - Why a Workflow?
  - Pros:
  - Cons:
  - Steps of the Pipeline
  - Takeaways
- [Model training > Diabetes Classification > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/pima-diabetes/diabetes/page.md)
- [Model training > Forecasting Rossman Store Sales with Horovod and Spark](https://www.union.ai/docs/v1/flyte/tutorials/model-training/forecasting-sales/page.md)
  - About Horovod
  - About Spark
  - Horovod and Spark
  - Flyte and Spark
- [Model training > Forecasting Rossman Store Sales with Horovod and Spark > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/forecasting-sales/keras-spark-rossmann-estimator/page.md)
- [Model training > House Price Regression](https://www.union.ai/docs/v1/flyte/tutorials/model-training/house-price-prediction/page.md)
  - Where Does Flyte Fit In?
  - Dataset
  - Takeaways
- [Model training > House Price Regression > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/house-price-prediction/house-price-predictor/page.md)
- [Model training > House Price Regression > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/house-price-prediction/multiregion-house-price-predictor/page.md)
- [Model training > MNIST Classification With PyTorch and W&B](https://www.union.ai/docs/v1/flyte/tutorials/model-training/mnist-classifier/page.md)
  - PyTorch
  - Model Development
  - Specify GPU Requirement
  - Distributed Data-Parallel Training
  - Weights & Biases Integration
  - PyTorch Dockerfile for Deployment
- [Model training > MNIST Classification With PyTorch and W&B > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/mnist-classifier/pytorch-single-node-multi-gpu/page.md)
- [Model training > MNIST Classification With PyTorch and W&B > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/mnist-classifier/pytorch-single-node-and-gpu/page.md)
- [Model training > NLP Processing](https://www.union.ai/docs/v1/flyte/tutorials/model-training/nlp-processing/page.md)
  - About Gensim
  - Data
  - Step-by-Step Process
- [Model training > NLP Processing > Page](https://www.union.ai/docs/v1/flyte/tutorials/model-training/nlp-processing/word2vec-and-lda/page.md)

---

## Integrations

- [Connectors](https://www.union.ai/docs/v1/flyte/integrations/connectors/page.md)
  - Creating a new connector
  - Async connector interface specification
  - Sync connector interface specification
  - Testing your connector locally
  - Enabling a connector in your Flyte deployment
- [Connectors > Airflow connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/airflow-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > Airflow connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/airflow-connector/airflow-connector-example-usage/page.md)
- [Connectors > BigQuery connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/bigquery-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > BigQuery connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/bigquery-connector/bigquery-connector-example-usage/page.md)
- [Connectors > ChatGPT connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/chatgpt-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > ChatGPT connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/chatgpt-connector/chatgpt-connector-example-usage/page.md)
- [Connectors > Databricks connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/databricks-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > Databricks connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/databricks-connector/databricks-connector-example-usage/page.md)
- [Connectors > Memory Machine Cloud connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/mmcloud-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > Memory Machine Cloud connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/mmcloud-connector/mmcloud-connector-example-usage/page.md)
- [Connectors > OpenAI Batch connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/openai-batch-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > OpenAI Batch connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/openai-batch-connector/openai-batch-connector-example-usage/page.md)
- [Connectors > Perian connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/perian-connector/page.md)
  - Example usage
  - Connector setup
- [Connectors > Perian connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/perian-connector/example/page.md)
- [Connectors > SageMaker connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/sagemaker-inference-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > SageMaker connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/sagemaker-inference-connector/sagemaker-inference-connector-example-usage/page.md)
- [Connectors > Sensor connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/sensor/page.md)
  - Example usage
  - Flyte deployment configuration
- [Connectors > Sensor connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/sensor/file-sensor-example/page.md)
- [Connectors > Slurm connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/slurm-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > Slurm connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/slurm-connector/slurm-connector-example-usage/page.md)
- [Connectors > Snowflake connector](https://www.union.ai/docs/v1/flyte/integrations/connectors/snowflake-connector/page.md)
  - Installation
  - Example usage
  - Local testing
  - Flyte deployment configuration
- [Connectors > Snowflake connector > Page](https://www.union.ai/docs/v1/flyte/integrations/connectors/snowflake-connector/snowflake-connector-example-usage/page.md)
- [Flytekit plugins](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/page.md)
- [Flytekit plugins > Comet ML](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/comet-ml-plugin/page.md)
- [Flytekit plugins > Comet ML > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/comet-ml-plugin/comet-ml-example/page.md)
- [Flytekit plugins > DBT](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/dbt-plugin/page.md)
  - Prerequisities
  - Running the Example
- [Flytekit plugins > DBT > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/dbt-plugin/dbt-example/page.md)
- [Flytekit plugins > Dolt](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/dolt-plugin/page.md)
  - Installation
- [Flytekit plugins > Dolt > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/dolt-plugin/dolt-branch-example/page.md)
- [Flytekit plugins > Dolt > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/dolt-plugin/dolt-quickstart-example/page.md)
- [Flytekit plugins > Great Expectations](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/greatexpectations-plugin/page.md)
  - How to Define the Integration
  - Data Validation Failure
  - Plugin Parameters
  - Optional Parameters
  - Plugin Installation
- [Flytekit plugins > Great Expectations > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/greatexpectations-plugin/task-example/page.md)
- [Flytekit plugins > Great Expectations > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/greatexpectations-plugin/type-example/page.md)
- [Flytekit plugins > Memray Profiling](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/memray-plugin/page.md)
- [Flytekit plugins > Memray Profiling > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/memray-plugin/memray-example/page.md)
- [Flytekit plugins > MLflow](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/mlflow-plugin/page.md)
- [Flytekit plugins > MLflow > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/mlflow-plugin/mlflow-example/page.md)
- [Flytekit plugins > Modin](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/modin-plugin/page.md)
  - Installation
  - How is Modin different?
- [Flytekit plugins > Modin > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/modin-plugin/knn-classifier/page.md)
- [Flytekit plugins > Neptune](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/neptune-plugin/page.md)
  - Installation
  - Local testing
  - Flyte deployment configuration
- [Flytekit plugins > Neptune > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/neptune-plugin/neptune-example/page.md)
- [Flytekit plugins > NIM](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/nim-plugin/page.md)
  - Installation
  - Example usage
- [Flytekit plugins > NIM > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/nim-plugin/serve-nim-container/page.md)
- [Flytekit plugins > Ollama](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/ollama-plugin/page.md)
  - Installation
  - Example usage
- [Flytekit plugins > Ollama > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/ollama-plugin/serve-llm/page.md)
- [Flytekit plugins > ONNX](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/onnx-plugin/page.md)
- [Flytekit plugins > ONNX > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/onnx-plugin/pytorch-onnx/page.md)
- [Flytekit plugins > ONNX > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/onnx-plugin/scikitlearn-onnx/page.md)
- [Flytekit plugins > ONNX > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/onnx-plugin/tensorflow-onnx/page.md)
- [Flytekit plugins > Pandera](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/pandera-plugin/page.md)
  - Installation
  - Quick Start
- [Flytekit plugins > Pandera > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/pandera-plugin/basic-schema-example/page.md)
- [Flytekit plugins > Pandera > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/pandera-plugin/validating-and-testing-ml-pipelines/page.md)
- [Flytekit plugins > Papermill](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/papermill-plugin/page.md)
  - Installation
- [Flytekit plugins > Papermill > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/papermill-plugin/simple/page.md)
- [Flytekit plugins > Papermill > Simple Papermill Notebook](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/papermill-plugin/nb-simple/page.md)
- [Flytekit plugins > DuckDB](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/duckdb-plugin/page.md)
- [Flytekit plugins > DuckDB > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/duckdb-plugin/duckdb-example/page.md)
- [Flytekit plugins > SQL](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/sql-plugin/page.md)
- [Flytekit plugins > SQL > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/sql-plugin/sql-alchemy/page.md)
- [Flytekit plugins > SQL > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/sql-plugin/sqlite3-integration/page.md)
- [Flytekit plugins > Weights and Biases](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/wandb-plugin/page.md)
- [Flytekit plugins > Weights and Biases > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/wandb-plugin/wandb-example/page.md)
- [Flytekit plugins > WhyLogs](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/whylogs-plugin/page.md)
  - whylogs with Flyte
  - whylogs Flyte Type
  - Renderers
  - Installing the plugin
- [Flytekit plugins > WhyLogs > Page](https://www.union.ai/docs/v1/flyte/integrations/flytekit-plugins/whylogs-plugin/whylogs-example/page.md)
- [Native backend plugins](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/page.md)
- [Native backend plugins > Dask](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/k8s-dask-plugin/page.md)
  - Why use Kubernetes Dask?
  - Install the plugin
  - Implementation details
  - Local execution
  - Remote execution
  - Resource specification
  - Images
  - Environment variables
  - Labels and annotations
  - Interruptible tasks
  - Run the example on the Flyte cluster
- [Native backend plugins > Dask > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/k8s-dask-plugin/dask-example/page.md)
- [Native backend plugins > MPI](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kfmpi-plugin/page.md)
  - Horovod
  - MPI (Message Passing Interface)
  - Install the plugin
  - Build a Docker image
  - Run the example on the Flyte cluster
  - MPI Plugin Troubleshooting Guide
- [Native backend plugins > MPI > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kfmpi-plugin/mpi-mnist/page.md)
- [Native backend plugins > PyTorch Distributed](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kfpytorch-plugin/page.md)
  - Install the plugin
  - Run the example on the Flyte cluster
- [Native backend plugins > PyTorch Distributed > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kfpytorch-plugin/pytorch-mnist/page.md)
- [Native backend plugins > PyTorch Distributed > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kfpytorch-plugin/pytorch-lightning-mnist-autoencoder/page.md)
- [Native backend plugins > Ray](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/ray-plugin/page.md)
  - Install the plugin
  - Implementation details
  - Submit a Ray job to existing cluster
  - Create a Ray cluster managed by Flyte and run a Ray Job on the cluster
  - Run the example on the Flyte cluster
- [Native backend plugins > Ray > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/ray-plugin/ray-example/page.md)
- [Native backend plugins > Spark](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/k8s-spark-plugin/page.md)
  - Why use Kubernetes Spark?
  - Implementation details
  - Step 1: Deploy Spark plugin in the Flyte backend
  - Step 2: Environment Setup
  - Step 3: Optionally, set up visibility
  - Run the examples on the Flyte cluster
- [Native backend plugins > Spark > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/k8s-spark-plugin/dataframe-passing/page.md)
- [Native backend plugins > Spark > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/k8s-spark-plugin/pyspark-pi/page.md)
- [Native backend plugins > TensorFlow Distributed](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kftensorflow-plugin/page.md)
  - Install the plugin
  - Run the example on the Flyte cluster
- [Native backend plugins > TensorFlow Distributed > Page](https://www.union.ai/docs/v1/flyte/integrations/native-backend-plugins/kftensorflow-plugin/tf-mnist/page.md)
- [External service backend plugins](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/page.md)
- [External service backend plugins > AWS Athena](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/athena-plugin/page.md)
  - Executing Athena Queries
  - Installation
- [External service backend plugins > AWS Athena > Page](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/athena-plugin/athena/page.md)
- [External service backend plugins > AWS Batch](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/aws-batch-plugin/page.md)
  - Executing Batch Job
  - Installation
  - Configuring the backend to get AWS Batch working
  - Quick Start
- [External service backend plugins > AWS Batch > Page](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/aws-batch-plugin/batch/page.md)
- [External service backend plugins > FlyteInteractive](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/flyteinteractive-plugin/page.md)
  - Installation
  - Acknowledgement
- [External service backend plugins > FlyteInteractive > Page](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/flyteinteractive-plugin/jupyter/page.md)
- [External service backend plugins > FlyteInteractive > Page](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/flyteinteractive-plugin/vscode/page.md)
- [External service backend plugins > Hive](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/hive-plugin/page.md)
  - Installation
  - No Need of a dockerfile
- [External service backend plugins > Hive > Page](https://www.union.ai/docs/v1/flyte/integrations/external-service-backend-plugins/hive-plugin/hive/page.md)
- [Flyte operators](https://www.union.ai/docs/v1/flyte/integrations/flyte-operators/page.md)
- [Flyte operators > Airflow Provider](https://www.union.ai/docs/v1/flyte/integrations/flyte-operators/airflow-plugin/page.md)
  - Installation
- [Flyte operators > Airflow Provider > Page](https://www.union.ai/docs/v1/flyte/integrations/flyte-operators/airflow-plugin/airflow/page.md)
- [Deprecated integrations](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/page.md)
- [Deprecated integrations > BigQuery plugin](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/bigquery-plugin/page.md)
- [Deprecated integrations > BigQuery plugin > Page](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/bigquery-plugin/bigquery-plugin-example/page.md)
- [Deprecated integrations > Databricks plugin](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/databricks-plugin/page.md)
- [Deprecated integrations > Databricks plugin > Page](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/databricks-plugin/databricks-plugin-example/page.md)
- [Deprecated integrations > Kubernetes Pods](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/k8s-pod-plugin/page.md)
  - Installation
- [Deprecated integrations > Kubernetes Pods > Page](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/k8s-pod-plugin/pod/page.md)
- [Deprecated integrations > Snowflake plugin](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/snowflake-plugin/page.md)
- [Deprecated integrations > Snowflake plugin > Page](https://www.union.ai/docs/v1/flyte/integrations/deprecated-integrations/snowflake-plugin/snowflake-plugin-example/page.md)

---

## Reference

- [LLM context documents](https://www.union.ai/docs/v1/flyte/api-reference/flyte-context/page.md)
- [Pyflyte CLI](https://www.union.ai/docs/v1/flyte/api-reference/pyflyte-cli/page.md)
  - Installation
  - Configure the `pyflyte` CLI
  - Overriding the configuration file location
  - `pyflyte` CLI configuration search path
  - `pyflyte` CLI commands
  - backfill
  - build
  - execution
  - fetch
  - get
  - info
  - init
  - launchplan
  - local-cache
  - metrics
  - package
  - register
  - run
  - serve
- [Flytectl CLI](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/page.md)
  - Installation
  - macOS
  - Linux
  - Windows
  - Configuration
  - Configuration file location hierarchy
  - Options
  - Commands
  - Entities
- [Flytectl CLI > flytectl](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl/page.md)
  - Synopsis
  - Options
- [Flytectl CLI > flytectl version](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-version/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl append](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-append/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl append > flytectl append identityassignments](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-append/flytectl-append-identityassignments/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl apply](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-apply/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl apply > flytectl apply app](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-apply/flytectl-apply-app/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl apply > flytectl apply clusterconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-apply/flytectl-apply-clusterconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl apply > flytectl apply clusterconfigid](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-apply/flytectl-apply-clusterconfigid/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl apply > flytectl apply clusterpoolconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-apply/flytectl-apply-clusterpoolconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl config](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-config/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl config > flytectl config discover](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-config/flytectl-config-discover/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl config > flytectl config docs](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-config/flytectl-config-docs/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl config > flytectl config init](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-config/flytectl-config-init/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl config > flytectl config validate](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-config/flytectl-config-validate/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create app](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-app/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create clusterpool](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-clusterpool/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create clusterpoolassignment](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-clusterpoolassignment/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create execution](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-execution/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create policy](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-policy/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create project](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-project/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl create > flytectl create role](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-create/flytectl-create-role/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete app](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-app/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete cluster](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-cluster/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete cluster-pool-attributes](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-cluster-pool-attributes/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete cluster-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-cluster-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete clusterconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-clusterconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete clusterpool](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-clusterpool/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete clusterpoolassignment](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-clusterpoolassignment/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete execution](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-execution/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete execution-cluster-label](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-execution-cluster-label/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete execution-queue-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-execution-queue-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete identityassignments](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-identityassignments/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete plugin-override](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-plugin-override/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete policy](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-policy/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete role](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-role/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete task-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-task-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl delete > flytectl delete workflow-execution-config](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-delete/flytectl-delete-workflow-execution-config/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo > flytectl demo exec](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/flytectl-demo-exec/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo > flytectl demo reload](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/flytectl-demo-reload/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo > flytectl demo start](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/flytectl-demo-start/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo > flytectl demo status](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/flytectl-demo-status/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl demo > flytectl demo teardown](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-demo/flytectl-demo-teardown/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get app](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-app/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get cluster](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-cluster/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get cluster-pool-attributes](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-cluster-pool-attributes/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get cluster-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-cluster-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get clusterconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-clusterconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get clusterconfigs](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-clusterconfigs/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get clusterpool](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-clusterpool/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get clusterpoolconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-clusterpoolconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get clusterswithconfig](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-clusterswithconfig/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get echo](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-echo/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get execution](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-execution/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get execution-cluster-label](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-execution-cluster-label/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get execution-queue-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-execution-queue-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get executionoperation](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-executionoperation/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get identityassignment](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-identityassignment/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get launchplan](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-launchplan/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get plugin-override](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-plugin-override/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get policy](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-policy/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get project](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-project/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get role](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-role/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get task](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-task/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get task-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-task-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get workflow](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-workflow/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl get > flytectl get workflow-execution-config](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-get/flytectl-get-workflow-execution-config/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl register](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-register/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl register > flytectl register examples](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-register/flytectl-register-examples/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl register > flytectl register files](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-register/flytectl-register-files/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update cluster-pool-attributes](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-cluster-pool-attributes/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update cluster-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-cluster-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update execution](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-execution/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update execution-cluster-label](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-execution-cluster-label/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update execution-queue-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-execution-queue-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update launchplan](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-launchplan/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update launchplan-meta](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-launchplan-meta/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update plugin-override](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-plugin-override/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update project](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-project/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update task-meta](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-task-meta/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update task-resource-attribute](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-task-resource-attribute/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update workflow-execution-config](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-workflow-execution-config/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flytectl CLI > flytectl update > flytectl update workflow-meta](https://www.union.ai/docs/v1/flyte/api-reference/flytectl-cli/flytectl-update/flytectl-update-workflow-meta/page.md)
  - Synopsis
  - Options
  - Options inherited from parent commands
- [Flyteidl](https://www.union.ai/docs/v1/flyte/api-reference/flyteidl/page.md)
  - flyteidl/core/compiler.proto
  - CompiledLaunchPlan {#flyteidl-core-CompiledLaunchPlan}
  - CompiledTask {#flyteidl-core-CompiledTask}
  - CompiledWorkflow {#flyteidl-core-CompiledWorkflow}
  - CompiledWorkflowClosure {#flyteidl-core-CompiledWorkflowClosure}
  - ConnectionSet {#flyteidl-core-ConnectionSet}
  - ConnectionSet.DownstreamEntry {#flyteidl-core-ConnectionSet-DownstreamEntry}
  - ConnectionSet.IdList {#flyteidl-core-ConnectionSet-IdList}
  - ConnectionSet.UpstreamEntry {#flyteidl-core-ConnectionSet-UpstreamEntry}
  - flyteidl/core/interface.proto
  - Parameter {#flyteidl-core-Parameter}
  - ParameterMap {#flyteidl-core-ParameterMap}
  - ParameterMap.ParametersEntry {#flyteidl-core-ParameterMap-ParametersEntry}
  - TypedInterface {#flyteidl-core-TypedInterface}
  - Variable {#flyteidl-core-Variable}
  - VariableMap {#flyteidl-core-VariableMap}
  - VariableMap.VariablesEntry {#flyteidl-core-VariableMap-VariablesEntry}
  - flyteidl/core/catalog.proto
  - CatalogArtifactTag {#flyteidl-core-CatalogArtifactTag}
  - CatalogMetadata {#flyteidl-core-CatalogMetadata}
  - CatalogReservation {#flyteidl-core-CatalogReservation}
  - CatalogCacheStatus {#flyteidl-core-CatalogCacheStatus}
  - CatalogReservation.Status {#flyteidl-core-CatalogReservation-Status}
  - flyteidl/core/literals.proto
  - Binary {#flyteidl-core-Binary}
  - Binding {#flyteidl-core-Binding}
  - BindingData {#flyteidl-core-BindingData}
  - BindingDataCollection {#flyteidl-core-BindingDataCollection}
  - BindingDataMap {#flyteidl-core-BindingDataMap}
  - BindingDataMap.BindingsEntry {#flyteidl-core-BindingDataMap-BindingsEntry}
  - Blob {#flyteidl-core-Blob}
  - BlobMetadata {#flyteidl-core-BlobMetadata}
  - KeyValuePair {#flyteidl-core-KeyValuePair}
  - Literal {#flyteidl-core-Literal}
  - Literal.MetadataEntry {#flyteidl-core-Literal-MetadataEntry}
  - LiteralCollection {#flyteidl-core-LiteralCollection}
  - LiteralMap {#flyteidl-core-LiteralMap}
  - LiteralMap.LiteralsEntry {#flyteidl-core-LiteralMap-LiteralsEntry}
  - LiteralOffloadedMetadata {#flyteidl-core-LiteralOffloadedMetadata}
  - Primitive {#flyteidl-core-Primitive}
  - RetryStrategy {#flyteidl-core-RetryStrategy}
  - Scalar {#flyteidl-core-Scalar}
  - Schema {#flyteidl-core-Schema}
  - StructuredDataset {#flyteidl-core-StructuredDataset}
  - StructuredDatasetMetadata {#flyteidl-core-StructuredDatasetMetadata}
  - Union {#flyteidl-core-Union}
  - UnionInfo {#flyteidl-core-UnionInfo}
  - Void {#flyteidl-core-Void}
  - flyteidl/core/tasks.proto
  - Container {#flyteidl-core-Container}
  - ContainerPort {#flyteidl-core-ContainerPort}
  - DataLoadingConfig {#flyteidl-core-DataLoadingConfig}
  - ExtendedResources {#flyteidl-core-ExtendedResources}
  - GPUAccelerator {#flyteidl-core-GPUAccelerator}
  - IOStrategy {#flyteidl-core-IOStrategy}
  - K8sObjectMetadata {#flyteidl-core-K8sObjectMetadata}
  - K8sObjectMetadata.AnnotationsEntry {#flyteidl-core-K8sObjectMetadata-AnnotationsEntry}
  - K8sObjectMetadata.LabelsEntry {#flyteidl-core-K8sObjectMetadata-LabelsEntry}
  - K8sPod {#flyteidl-core-K8sPod}
  - Resources {#flyteidl-core-Resources}
  - Resources.ResourceEntry {#flyteidl-core-Resources-ResourceEntry}
  - RuntimeMetadata {#flyteidl-core-RuntimeMetadata}
  - SharedMemory {#flyteidl-core-SharedMemory}
  - Sql {#flyteidl-core-Sql}
  - TaskMetadata {#flyteidl-core-TaskMetadata}
  - TaskMetadata.TagsEntry {#flyteidl-core-TaskMetadata-TagsEntry}
  - TaskTemplate {#flyteidl-core-TaskTemplate}
  - TaskTemplate.ConfigEntry {#flyteidl-core-TaskTemplate-ConfigEntry}
  - Container.Architecture {#flyteidl-core-Container-Architecture}
  - DataLoadingConfig.LiteralMapFormat {#flyteidl-core-DataLoadingConfig-LiteralMapFormat}
  - IOStrategy.DownloadMode {#flyteidl-core-IOStrategy-DownloadMode}
  - IOStrategy.UploadMode {#flyteidl-core-IOStrategy-UploadMode}
  - Resources.ResourceName {#flyteidl-core-Resources-ResourceName}
  - RuntimeMetadata.RuntimeType {#flyteidl-core-RuntimeMetadata-RuntimeType}
  - Sql.Dialect {#flyteidl-core-Sql-Dialect}
  - flyteidl/core/metrics.proto
  - ExecutionMetricResult {#flyteidl-core-ExecutionMetricResult}
  - Span {#flyteidl-core-Span}
  - flyteidl/core/errors.proto
  - ContainerError {#flyteidl-core-ContainerError}
  - ErrorDocument {#flyteidl-core-ErrorDocument}
  - ContainerError.Kind {#flyteidl-core-ContainerError-Kind}
  - flyteidl/core/identifier.proto
  - Identifier {#flyteidl-core-Identifier}
  - NodeExecutionIdentifier {#flyteidl-core-NodeExecutionIdentifier}
  - SignalIdentifier {#flyteidl-core-SignalIdentifier}
  - TaskExecutionIdentifier {#flyteidl-core-TaskExecutionIdentifier}
  - WorkflowExecutionIdentifier {#flyteidl-core-WorkflowExecutionIdentifier}
  - ResourceType {#flyteidl-core-ResourceType}
  - flyteidl/core/artifact_id.proto
  - ArtifactBindingData {#flyteidl-core-ArtifactBindingData}
  - ArtifactID {#flyteidl-core-ArtifactID}
  - ArtifactKey {#flyteidl-core-ArtifactKey}
  - ArtifactQuery {#flyteidl-core-ArtifactQuery}
  - ArtifactTag {#flyteidl-core-ArtifactTag}
  - InputBindingData {#flyteidl-core-InputBindingData}
  - LabelValue {#flyteidl-core-LabelValue}
  - Partitions {#flyteidl-core-Partitions}
  - Partitions.ValueEntry {#flyteidl-core-Partitions-ValueEntry}
  - RuntimeBinding {#flyteidl-core-RuntimeBinding}
  - TimePartition {#flyteidl-core-TimePartition}
  - TimeTransform {#flyteidl-core-TimeTransform}
  - Granularity {#flyteidl-core-Granularity}
  - Operator {#flyteidl-core-Operator}
  - flyteidl/core/types.proto
  - BlobType {#flyteidl-core-BlobType}
  - EnumType {#flyteidl-core-EnumType}
  - Error {#flyteidl-core-Error}
  - LiteralType {#flyteidl-core-LiteralType}
  - OutputReference {#flyteidl-core-OutputReference}
  - PromiseAttribute {#flyteidl-core-PromiseAttribute}
  - SchemaType {#flyteidl-core-SchemaType}
  - SchemaType.SchemaColumn {#flyteidl-core-SchemaType-SchemaColumn}
  - StructuredDatasetType {#flyteidl-core-StructuredDatasetType}
  - StructuredDatasetType.DatasetColumn {#flyteidl-core-StructuredDatasetType-DatasetColumn}
  - TypeAnnotation {#flyteidl-core-TypeAnnotation}
  - TypeStructure {#flyteidl-core-TypeStructure}
  - TypeStructure.DataclassTypeEntry {#flyteidl-core-TypeStructure-DataclassTypeEntry}
  - UnionType {#flyteidl-core-UnionType}
  - BlobType.BlobDimensionality {#flyteidl-core-BlobType-BlobDimensionality}
  - SchemaType.SchemaColumn.SchemaColumnType {#flyteidl-core-SchemaType-SchemaColumn-SchemaColumnType}
  - SimpleType {#flyteidl-core-SimpleType}
  - flyteidl/core/execution_envs.proto
  - ExecutionEnv {#flyteidl-core-ExecutionEnv}
  - ExecutionEnvAssignment {#flyteidl-core-ExecutionEnvAssignment}
  - flyteidl/core/execution.proto
  - ExecutionError {#flyteidl-core-ExecutionError}
  - NodeExecution {#flyteidl-core-NodeExecution}
  - QualityOfService {#flyteidl-core-QualityOfService}
  - QualityOfServiceSpec {#flyteidl-core-QualityOfServiceSpec}
  - TaskExecution {#flyteidl-core-TaskExecution}
  - TaskLog {#flyteidl-core-TaskLog}
  - WorkflowExecution {#flyteidl-core-WorkflowExecution}
  - ExecutionError.ErrorKind {#flyteidl-core-ExecutionError-ErrorKind}
  - NodeExecution.Phase {#flyteidl-core-NodeExecution-Phase}
  - QualityOfService.Tier {#flyteidl-core-QualityOfService-Tier}
  - TaskExecution.Phase {#flyteidl-core-TaskExecution-Phase}
  - TaskLog.MessageFormat {#flyteidl-core-TaskLog-MessageFormat}
  - WorkflowExecution.Phase {#flyteidl-core-WorkflowExecution-Phase}
  - flyteidl/core/security.proto
  - Identity {#flyteidl-core-Identity}
  - OAuth2Client {#flyteidl-core-OAuth2Client}
  - OAuth2TokenRequest {#flyteidl-core-OAuth2TokenRequest}
  - Secret {#flyteidl-core-Secret}
  - SecurityContext {#flyteidl-core-SecurityContext}
  - OAuth2TokenRequest.Type {#flyteidl-core-OAuth2TokenRequest-Type}
  - Secret.MountType {#flyteidl-core-Secret-MountType}
  - flyteidl/core/workflow.proto
  - Alias {#flyteidl-core-Alias}
  - ApproveCondition {#flyteidl-core-ApproveCondition}
  - ArrayNode {#flyteidl-core-ArrayNode}
  - BranchNode {#flyteidl-core-BranchNode}
  - GateNode {#flyteidl-core-GateNode}
  - IfBlock {#flyteidl-core-IfBlock}
  - IfElseBlock {#flyteidl-core-IfElseBlock}
  - LaunchPlanTemplate {#flyteidl-core-LaunchPlanTemplate}
  - Node {#flyteidl-core-Node}
  - NodeMetadata {#flyteidl-core-NodeMetadata}
  - NodeMetadata.ConfigEntry {#flyteidl-core-NodeMetadata-ConfigEntry}
  - SignalCondition {#flyteidl-core-SignalCondition}
  - SleepCondition {#flyteidl-core-SleepCondition}
  - TaskNode {#flyteidl-core-TaskNode}
  - TaskNodeOverrides {#flyteidl-core-TaskNodeOverrides}
  - WorkflowMetadata {#flyteidl-core-WorkflowMetadata}
  - WorkflowMetadata.TagsEntry {#flyteidl-core-WorkflowMetadata-TagsEntry}
  - WorkflowMetadataDefaults {#flyteidl-core-WorkflowMetadataDefaults}
  - WorkflowNode {#flyteidl-core-WorkflowNode}
  - WorkflowTemplate {#flyteidl-core-WorkflowTemplate}
  - ArrayNode.DataMode {#flyteidl-core-ArrayNode-DataMode}
  - ArrayNode.ExecutionMode {#flyteidl-core-ArrayNode-ExecutionMode}
  - WorkflowMetadata.OnFailurePolicy {#flyteidl-core-WorkflowMetadata-OnFailurePolicy}
  - flyteidl/core/workflow_closure.proto
  - WorkflowClosure {#flyteidl-core-WorkflowClosure}
  - flyteidl/core/condition.proto
  - BooleanExpression {#flyteidl-core-BooleanExpression}
  - ComparisonExpression {#flyteidl-core-ComparisonExpression}
  - ConjunctionExpression {#flyteidl-core-ConjunctionExpression}
  - Operand {#flyteidl-core-Operand}
  - ComparisonExpression.Operator {#flyteidl-core-ComparisonExpression-Operator}
  - ConjunctionExpression.LogicalOperator {#flyteidl-core-ConjunctionExpression-LogicalOperator}
  - flyteidl/core/dynamic_job.proto
  - DynamicJobSpec {#flyteidl-core-DynamicJobSpec}
  - flyteidl/plugins/presto.proto
  - PrestoQuery {#flyteidl-plugins-PrestoQuery}
  - flyteidl/plugins/qubole.proto
  - HiveQuery {#flyteidl-plugins-HiveQuery}
  - HiveQueryCollection {#flyteidl-plugins-HiveQueryCollection}
  - QuboleHiveJob {#flyteidl-plugins-QuboleHiveJob}
  - flyteidl/plugins/ray.proto
  - HeadGroupSpec {#flyteidl-plugins-HeadGroupSpec}
  - HeadGroupSpec.RayStartParamsEntry {#flyteidl-plugins-HeadGroupSpec-RayStartParamsEntry}
  - RayCluster {#flyteidl-plugins-RayCluster}
  - RayJob {#flyteidl-plugins-RayJob}
  - WorkerGroupSpec {#flyteidl-plugins-WorkerGroupSpec}
  - WorkerGroupSpec.RayStartParamsEntry {#flyteidl-plugins-WorkerGroupSpec-RayStartParamsEntry}
  - flyteidl/plugins/spark.proto
  - SparkApplication {#flyteidl-plugins-SparkApplication}
  - SparkJob {#flyteidl-plugins-SparkJob}
  - SparkJob.HadoopConfEntry {#flyteidl-plugins-SparkJob-HadoopConfEntry}
  - SparkJob.SparkConfEntry {#flyteidl-plugins-SparkJob-SparkConfEntry}
  - SparkApplication.Type {#flyteidl-plugins-SparkApplication-Type}
  - flyteidl/plugins/array_job.proto
  - ArrayJob {#flyteidl-plugins-ArrayJob}
  - flyteidl/plugins/waitable.proto
  - Waitable {#flyteidl-plugins-Waitable}
  - flyteidl/plugins/dask.proto
  - DaskJob {#flyteidl-plugins-DaskJob}
  - DaskScheduler {#flyteidl-plugins-DaskScheduler}
  - DaskWorkerGroup {#flyteidl-plugins-DaskWorkerGroup}
  - flyteidl/plugins/mpi.proto
  - DistributedMPITrainingTask {#flyteidl-plugins-DistributedMPITrainingTask}
  - flyteidl/plugins/pytorch.proto
  - DistributedPyTorchTrainingTask {#flyteidl-plugins-DistributedPyTorchTrainingTask}
  - ElasticConfig {#flyteidl-plugins-ElasticConfig}
  - flyteidl/plugins/kubeflow/mpi.proto
  - DistributedMPITrainingReplicaSpec {#flyteidl-plugins-kubeflow-DistributedMPITrainingReplicaSpec}
  - DistributedMPITrainingTask {#flyteidl-plugins-kubeflow-DistributedMPITrainingTask}
  - flyteidl/plugins/kubeflow/pytorch.proto
  - DistributedPyTorchTrainingReplicaSpec {#flyteidl-plugins-kubeflow-DistributedPyTorchTrainingReplicaSpec}
  - DistributedPyTorchTrainingTask {#flyteidl-plugins-kubeflow-DistributedPyTorchTrainingTask}
  - ElasticConfig {#flyteidl-plugins-kubeflow-ElasticConfig}
  - flyteidl/plugins/kubeflow/tensorflow.proto
  - DistributedTensorflowTrainingReplicaSpec {#flyteidl-plugins-kubeflow-DistributedTensorflowTrainingReplicaSpec}
  - DistributedTensorflowTrainingTask {#flyteidl-plugins-kubeflow-DistributedTensorflowTrainingTask}
  - flyteidl/plugins/kubeflow/common.proto
  - RunPolicy {#flyteidl-plugins-kubeflow-RunPolicy}
  - CleanPodPolicy {#flyteidl-plugins-kubeflow-CleanPodPolicy}
  - flyteidl/plugins/tensorflow.proto
  - DistributedTensorflowTrainingTask {#flyteidl-plugins-DistributedTensorflowTrainingTask}
  - flyteidl/plugins/common.proto
  - CommonReplicaSpec {#flyteidl-plugins-CommonReplicaSpec}
  - RestartPolicy {#flyteidl-plugins-RestartPolicy}
  - flyteidl/admin/schedule.proto
  - CronSchedule {#flyteidl-admin-CronSchedule}
  - FixedRate {#flyteidl-admin-FixedRate}
  - Schedule {#flyteidl-admin-Schedule}
  - FixedRateUnit {#flyteidl-admin-FixedRateUnit}
  - flyteidl/admin/project.proto
  - Domain {#flyteidl-admin-Domain}
  - GetDomainRequest {#flyteidl-admin-GetDomainRequest}
  - GetDomainsResponse {#flyteidl-admin-GetDomainsResponse}
  - InactiveProject {#flyteidl-admin-InactiveProject}
  - Project {#flyteidl-admin-Project}
  - ProjectGetRequest {#flyteidl-admin-ProjectGetRequest}
  - ProjectListRequest {#flyteidl-admin-ProjectListRequest}
  - ProjectRegisterRequest {#flyteidl-admin-ProjectRegisterRequest}
  - ProjectRegisterResponse {#flyteidl-admin-ProjectRegisterResponse}
  - ProjectUpdateResponse {#flyteidl-admin-ProjectUpdateResponse}
  - Projects {#flyteidl-admin-Projects}
  - Project.ProjectState {#flyteidl-admin-Project-ProjectState}
  - flyteidl/admin/cluster_assignment.proto
  - ClusterAssignment {#flyteidl-admin-ClusterAssignment}
  - flyteidl/admin/notification.proto
  - EmailMessage {#flyteidl-admin-EmailMessage}
  - flyteidl/admin/task.proto
  - Task {#flyteidl-admin-Task}
  - TaskClosure {#flyteidl-admin-TaskClosure}
  - TaskCreateRequest {#flyteidl-admin-TaskCreateRequest}
  - TaskCreateResponse {#flyteidl-admin-TaskCreateResponse}
  - TaskList {#flyteidl-admin-TaskList}
  - TaskSpec {#flyteidl-admin-TaskSpec}
  - flyteidl/admin/launch_plan.proto
  - ActiveLaunchPlanListRequest {#flyteidl-admin-ActiveLaunchPlanListRequest}
  - ActiveLaunchPlanRequest {#flyteidl-admin-ActiveLaunchPlanRequest}
  - Auth {#flyteidl-admin-Auth}
  - LaunchPlan {#flyteidl-admin-LaunchPlan}
  - LaunchPlanClosure {#flyteidl-admin-LaunchPlanClosure}
  - LaunchPlanCreateRequest {#flyteidl-admin-LaunchPlanCreateRequest}
  - LaunchPlanCreateResponse {#flyteidl-admin-LaunchPlanCreateResponse}
  - LaunchPlanList {#flyteidl-admin-LaunchPlanList}
  - LaunchPlanMetadata {#flyteidl-admin-LaunchPlanMetadata}
  - LaunchPlanSpec {#flyteidl-admin-LaunchPlanSpec}
  - LaunchPlanUpdateRequest {#flyteidl-admin-LaunchPlanUpdateRequest}
  - LaunchPlanUpdateResponse {#flyteidl-admin-LaunchPlanUpdateResponse}
  - LaunchPlanState {#flyteidl-admin-LaunchPlanState}
  - flyteidl/admin/signal.proto
  - Signal {#flyteidl-admin-Signal}
  - SignalGetOrCreateRequest {#flyteidl-admin-SignalGetOrCreateRequest}
  - SignalList {#flyteidl-admin-SignalList}
  - SignalListRequest {#flyteidl-admin-SignalListRequest}
  - SignalSetRequest {#flyteidl-admin-SignalSetRequest}
  - SignalSetResponse {#flyteidl-admin-SignalSetResponse}
  - flyteidl/admin/task_execution.proto
  - Reason {#flyteidl-admin-Reason}
  - TaskExecution {#flyteidl-admin-TaskExecution}
  - TaskExecutionClosure {#flyteidl-admin-TaskExecutionClosure}
  - TaskExecutionGetDataRequest {#flyteidl-admin-TaskExecutionGetDataRequest}
  - TaskExecutionGetDataResponse {#flyteidl-admin-TaskExecutionGetDataResponse}
  - TaskExecutionGetRequest {#flyteidl-admin-TaskExecutionGetRequest}
  - TaskExecutionList {#flyteidl-admin-TaskExecutionList}
  - TaskExecutionListRequest {#flyteidl-admin-TaskExecutionListRequest}
  - flyteidl/admin/node_execution.proto
  - DynamicNodeWorkflowResponse {#flyteidl-admin-DynamicNodeWorkflowResponse}
  - DynamicWorkflowNodeMetadata {#flyteidl-admin-DynamicWorkflowNodeMetadata}
  - GetDynamicNodeWorkflowRequest {#flyteidl-admin-GetDynamicNodeWorkflowRequest}
  - NodeExecution {#flyteidl-admin-NodeExecution}
  - NodeExecutionClosure {#flyteidl-admin-NodeExecutionClosure}
  - NodeExecutionForTaskListRequest {#flyteidl-admin-NodeExecutionForTaskListRequest}
  - NodeExecutionGetDataRequest {#flyteidl-admin-NodeExecutionGetDataRequest}
  - NodeExecutionGetDataResponse {#flyteidl-admin-NodeExecutionGetDataResponse}
  - NodeExecutionGetRequest {#flyteidl-admin-NodeExecutionGetRequest}
  - NodeExecutionList {#flyteidl-admin-NodeExecutionList}
  - NodeExecutionListRequest {#flyteidl-admin-NodeExecutionListRequest}
  - NodeExecutionMetaData {#flyteidl-admin-NodeExecutionMetaData}
  - TaskNodeMetadata {#flyteidl-admin-TaskNodeMetadata}
  - WorkflowNodeMetadata {#flyteidl-admin-WorkflowNodeMetadata}
  - flyteidl/admin/execution.proto
  - AbortMetadata {#flyteidl-admin-AbortMetadata}
  - Execution {#flyteidl-admin-Execution}
  - ExecutionClosure {#flyteidl-admin-ExecutionClosure}
  - ExecutionCreateRequest {#flyteidl-admin-ExecutionCreateRequest}
  - ExecutionCreateResponse {#flyteidl-admin-ExecutionCreateResponse}
  - ExecutionList {#flyteidl-admin-ExecutionList}
  - ExecutionMetadata {#flyteidl-admin-ExecutionMetadata}
  - ExecutionRecoverRequest {#flyteidl-admin-ExecutionRecoverRequest}
  - ExecutionRelaunchRequest {#flyteidl-admin-ExecutionRelaunchRequest}
  - ExecutionSpec {#flyteidl-admin-ExecutionSpec}
  - ExecutionStateChangeDetails {#flyteidl-admin-ExecutionStateChangeDetails}
  - ExecutionTerminateRequest {#flyteidl-admin-ExecutionTerminateRequest}
  - ExecutionTerminateResponse {#flyteidl-admin-ExecutionTerminateResponse}
  - ExecutionUpdateRequest {#flyteidl-admin-ExecutionUpdateRequest}
  - ExecutionUpdateResponse {#flyteidl-admin-ExecutionUpdateResponse}
  - LiteralMapBlob {#flyteidl-admin-LiteralMapBlob}
  - NotificationList {#flyteidl-admin-NotificationList}
  - SystemMetadata {#flyteidl-admin-SystemMetadata}
  - WorkflowExecutionGetDataRequest {#flyteidl-admin-WorkflowExecutionGetDataRequest}
  - WorkflowExecutionGetDataResponse {#flyteidl-admin-WorkflowExecutionGetDataResponse}
  - WorkflowExecutionGetMetricsRequest {#flyteidl-admin-WorkflowExecutionGetMetricsRequest}
  - WorkflowExecutionGetMetricsResponse {#flyteidl-admin-WorkflowExecutionGetMetricsResponse}
  - WorkflowExecutionGetRequest {#flyteidl-admin-WorkflowExecutionGetRequest}
  - ExecutionMetadata.ExecutionMode {#flyteidl-admin-ExecutionMetadata-ExecutionMode}
  - ExecutionState {#flyteidl-admin-ExecutionState}
  - flyteidl/admin/workflow_attributes.proto
  - WorkflowAttributes {#flyteidl-admin-WorkflowAttributes}
  - WorkflowAttributesDeleteRequest {#flyteidl-admin-WorkflowAttributesDeleteRequest}
  - WorkflowAttributesDeleteResponse {#flyteidl-admin-WorkflowAttributesDeleteResponse}
  - WorkflowAttributesGetRequest {#flyteidl-admin-WorkflowAttributesGetRequest}
  - WorkflowAttributesGetResponse {#flyteidl-admin-WorkflowAttributesGetResponse}
  - WorkflowAttributesUpdateRequest {#flyteidl-admin-WorkflowAttributesUpdateRequest}
  - WorkflowAttributesUpdateResponse {#flyteidl-admin-WorkflowAttributesUpdateResponse}
  - flyteidl/admin/event.proto
  - EventErrorAlreadyInTerminalState {#flyteidl-admin-EventErrorAlreadyInTerminalState}
  - EventErrorIncompatibleCluster {#flyteidl-admin-EventErrorIncompatibleCluster}
  - EventFailureReason {#flyteidl-admin-EventFailureReason}
  - NodeExecutionEventRequest {#flyteidl-admin-NodeExecutionEventRequest}
  - NodeExecutionEventResponse {#flyteidl-admin-NodeExecutionEventResponse}
  - TaskExecutionEventRequest {#flyteidl-admin-TaskExecutionEventRequest}
  - TaskExecutionEventResponse {#flyteidl-admin-TaskExecutionEventResponse}
  - WorkflowExecutionEventRequest {#flyteidl-admin-WorkflowExecutionEventRequest}
  - WorkflowExecutionEventResponse {#flyteidl-admin-WorkflowExecutionEventResponse}
  - flyteidl/admin/matchable_resource.proto
  - ClusterResourceAttributes {#flyteidl-admin-ClusterResourceAttributes}
  - ClusterResourceAttributes.AttributesEntry {#flyteidl-admin-ClusterResourceAttributes-AttributesEntry}
  - ExecutionClusterLabel {#flyteidl-admin-ExecutionClusterLabel}
  - ExecutionQueueAttributes {#flyteidl-admin-ExecutionQueueAttributes}
  - ListMatchableAttributesRequest {#flyteidl-admin-ListMatchableAttributesRequest}
  - ListMatchableAttributesResponse {#flyteidl-admin-ListMatchableAttributesResponse}
  - MatchableAttributesConfiguration {#flyteidl-admin-MatchableAttributesConfiguration}
  - MatchingAttributes {#flyteidl-admin-MatchingAttributes}
  - PluginOverride {#flyteidl-admin-PluginOverride}
  - PluginOverrides {#flyteidl-admin-PluginOverrides}
  - TaskResourceAttributes {#flyteidl-admin-TaskResourceAttributes}
  - TaskResourceSpec {#flyteidl-admin-TaskResourceSpec}
  - WorkflowExecutionConfig {#flyteidl-admin-WorkflowExecutionConfig}
  - MatchableResource {#flyteidl-admin-MatchableResource}
  - PluginOverride.MissingPluginBehavior {#flyteidl-admin-PluginOverride-MissingPluginBehavior}
  - flyteidl/admin/project_attributes.proto
  - ProjectAttributes {#flyteidl-admin-ProjectAttributes}
  - ProjectAttributesDeleteRequest {#flyteidl-admin-ProjectAttributesDeleteRequest}
  - ProjectAttributesDeleteResponse {#flyteidl-admin-ProjectAttributesDeleteResponse}
  - ProjectAttributesGetRequest {#flyteidl-admin-ProjectAttributesGetRequest}
  - ProjectAttributesGetResponse {#flyteidl-admin-ProjectAttributesGetResponse}
  - ProjectAttributesUpdateRequest {#flyteidl-admin-ProjectAttributesUpdateRequest}
  - ProjectAttributesUpdateResponse {#flyteidl-admin-ProjectAttributesUpdateResponse}
  - flyteidl/admin/version.proto
  - GetVersionRequest {#flyteidl-admin-GetVersionRequest}
  - GetVersionResponse {#flyteidl-admin-GetVersionResponse}
  - Version {#flyteidl-admin-Version}
  - flyteidl/admin/workflow.proto
  - CreateWorkflowFailureReason {#flyteidl-admin-CreateWorkflowFailureReason}
  - Workflow {#flyteidl-admin-Workflow}
  - WorkflowClosure {#flyteidl-admin-WorkflowClosure}
  - WorkflowCreateRequest {#flyteidl-admin-WorkflowCreateRequest}
  - WorkflowCreateResponse {#flyteidl-admin-WorkflowCreateResponse}
  - WorkflowErrorExistsDifferentStructure {#flyteidl-admin-WorkflowErrorExistsDifferentStructure}
  - WorkflowErrorExistsIdenticalStructure {#flyteidl-admin-WorkflowErrorExistsIdenticalStructure}
  - WorkflowList {#flyteidl-admin-WorkflowList}
  - WorkflowSpec {#flyteidl-admin-WorkflowSpec}
  - flyteidl/admin/description_entity.proto
  - Description {#flyteidl-admin-Description}
  - DescriptionEntity {#flyteidl-admin-DescriptionEntity}
  - DescriptionEntityList {#flyteidl-admin-DescriptionEntityList}
  - DescriptionEntityListRequest {#flyteidl-admin-DescriptionEntityListRequest}
  - SourceCode {#flyteidl-admin-SourceCode}
  - DescriptionFormat {#flyteidl-admin-DescriptionFormat}
  - flyteidl/admin/project_domain_attributes.proto
  - ProjectDomainAttributes {#flyteidl-admin-ProjectDomainAttributes}
  - ProjectDomainAttributesDeleteRequest {#flyteidl-admin-ProjectDomainAttributesDeleteRequest}
  - ProjectDomainAttributesDeleteResponse {#flyteidl-admin-ProjectDomainAttributesDeleteResponse}
  - ProjectDomainAttributesGetRequest {#flyteidl-admin-ProjectDomainAttributesGetRequest}
  - ProjectDomainAttributesGetResponse {#flyteidl-admin-ProjectDomainAttributesGetResponse}
  - ProjectDomainAttributesUpdateRequest {#flyteidl-admin-ProjectDomainAttributesUpdateRequest}
  - ProjectDomainAttributesUpdateResponse {#flyteidl-admin-ProjectDomainAttributesUpdateResponse}
  - flyteidl/admin/agent.proto
  - Agent {#flyteidl-admin-Agent}
  - AgentError {#flyteidl-admin-AgentError}
  - CreateRequestHeader {#flyteidl-admin-CreateRequestHeader}
  - CreateTaskRequest {#flyteidl-admin-CreateTaskRequest}
  - CreateTaskResponse {#flyteidl-admin-CreateTaskResponse}
  - DeleteTaskRequest {#flyteidl-admin-DeleteTaskRequest}
  - DeleteTaskResponse {#flyteidl-admin-DeleteTaskResponse}
  - ExecuteTaskSyncRequest {#flyteidl-admin-ExecuteTaskSyncRequest}
  - ExecuteTaskSyncResponse {#flyteidl-admin-ExecuteTaskSyncResponse}
  - ExecuteTaskSyncResponseHeader {#flyteidl-admin-ExecuteTaskSyncResponseHeader}
  - GetAgentRequest {#flyteidl-admin-GetAgentRequest}
  - GetAgentResponse {#flyteidl-admin-GetAgentResponse}
  - GetTaskLogsRequest {#flyteidl-admin-GetTaskLogsRequest}
  - GetTaskLogsResponse {#flyteidl-admin-GetTaskLogsResponse}
  - GetTaskLogsResponseBody {#flyteidl-admin-GetTaskLogsResponseBody}
  - GetTaskLogsResponseHeader {#flyteidl-admin-GetTaskLogsResponseHeader}
  - GetTaskMetricsRequest {#flyteidl-admin-GetTaskMetricsRequest}
  - GetTaskMetricsResponse {#flyteidl-admin-GetTaskMetricsResponse}
  - GetTaskRequest {#flyteidl-admin-GetTaskRequest}
  - GetTaskResponse {#flyteidl-admin-GetTaskResponse}
  - ListAgentsRequest {#flyteidl-admin-ListAgentsRequest}
  - ListAgentsResponse {#flyteidl-admin-ListAgentsResponse}
  - LogLine {#flyteidl-admin-LogLine}
  - Resource {#flyteidl-admin-Resource}
  - TaskCategory {#flyteidl-admin-TaskCategory}
  - TaskExecutionMetadata {#flyteidl-admin-TaskExecutionMetadata}
  - TaskExecutionMetadata.AnnotationsEntry {#flyteidl-admin-TaskExecutionMetadata-AnnotationsEntry}
  - TaskExecutionMetadata.EnvironmentVariablesEntry {#flyteidl-admin-TaskExecutionMetadata-EnvironmentVariablesEntry}
  - TaskExecutionMetadata.LabelsEntry {#flyteidl-admin-TaskExecutionMetadata-LabelsEntry}
  - AgentError.Kind {#flyteidl-admin-AgentError-Kind}
  - LogLineOriginator {#flyteidl-admin-LogLineOriginator}
  - State {#flyteidl-admin-State}
  - flyteidl/admin/common.proto
  - Annotations {#flyteidl-admin-Annotations}
  - Annotations.ValuesEntry {#flyteidl-admin-Annotations-ValuesEntry}
  - AuthRole {#flyteidl-admin-AuthRole}
  - EmailNotification {#flyteidl-admin-EmailNotification}
  - Envs {#flyteidl-admin-Envs}
  - FlyteURLs {#flyteidl-admin-FlyteURLs}
  - Labels {#flyteidl-admin-Labels}
  - Labels.ValuesEntry {#flyteidl-admin-Labels-ValuesEntry}
  - NamedEntity {#flyteidl-admin-NamedEntity}
  - NamedEntityGetRequest {#flyteidl-admin-NamedEntityGetRequest}
  - NamedEntityIdentifier {#flyteidl-admin-NamedEntityIdentifier}
  - NamedEntityIdentifierList {#flyteidl-admin-NamedEntityIdentifierList}
  - NamedEntityIdentifierListRequest {#flyteidl-admin-NamedEntityIdentifierListRequest}
  - NamedEntityList {#flyteidl-admin-NamedEntityList}
  - NamedEntityListRequest {#flyteidl-admin-NamedEntityListRequest}
  - NamedEntityMetadata {#flyteidl-admin-NamedEntityMetadata}
  - NamedEntityUpdateRequest {#flyteidl-admin-NamedEntityUpdateRequest}
  - NamedEntityUpdateResponse {#flyteidl-admin-NamedEntityUpdateResponse}
  - Notification {#flyteidl-admin-Notification}
  - ObjectGetRequest {#flyteidl-admin-ObjectGetRequest}
  - PagerDutyNotification {#flyteidl-admin-PagerDutyNotification}
  - RawOutputDataConfig {#flyteidl-admin-RawOutputDataConfig}
  - ResourceListRequest {#flyteidl-admin-ResourceListRequest}
  - SlackNotification {#flyteidl-admin-SlackNotification}
  - Sort {#flyteidl-admin-Sort}
  - UrlBlob {#flyteidl-admin-UrlBlob}
  - NamedEntityState {#flyteidl-admin-NamedEntityState}
  - Sort.Direction {#flyteidl-admin-Sort-Direction}
  - flyteidl/cacheservice/cacheservice.proto
  - CachedOutput {#flyteidl-cacheservice-CachedOutput}
  - DeleteCacheRequest {#flyteidl-cacheservice-DeleteCacheRequest}
  - DeleteCacheResponse {#flyteidl-cacheservice-DeleteCacheResponse}
  - GetCacheRequest {#flyteidl-cacheservice-GetCacheRequest}
  - GetCacheResponse {#flyteidl-cacheservice-GetCacheResponse}
  - GetOrExtendReservationRequest {#flyteidl-cacheservice-GetOrExtendReservationRequest}
  - GetOrExtendReservationResponse {#flyteidl-cacheservice-GetOrExtendReservationResponse}
  - KeyMapMetadata {#flyteidl-cacheservice-KeyMapMetadata}
  - KeyMapMetadata.ValuesEntry {#flyteidl-cacheservice-KeyMapMetadata-ValuesEntry}
  - Metadata {#flyteidl-cacheservice-Metadata}
  - PutCacheRequest {#flyteidl-cacheservice-PutCacheRequest}
  - PutCacheResponse {#flyteidl-cacheservice-PutCacheResponse}
  - ReleaseReservationRequest {#flyteidl-cacheservice-ReleaseReservationRequest}
  - ReleaseReservationResponse {#flyteidl-cacheservice-ReleaseReservationResponse}
  - Reservation {#flyteidl-cacheservice-Reservation}
  - CacheService {#flyteidl-cacheservice-CacheService}
  - flyteidl/service/signal.proto
  - SignalService {#flyteidl-service-SignalService}
  - flyteidl/service/external_plugin_service.proto
  - TaskCreateRequest {#flyteidl-service-TaskCreateRequest}
  - TaskCreateResponse {#flyteidl-service-TaskCreateResponse}
  - TaskDeleteRequest {#flyteidl-service-TaskDeleteRequest}
  - TaskDeleteResponse {#flyteidl-service-TaskDeleteResponse}
  - TaskGetRequest {#flyteidl-service-TaskGetRequest}
  - TaskGetResponse {#flyteidl-service-TaskGetResponse}
  - State {#flyteidl-service-State}
  - ExternalPluginService {#flyteidl-service-ExternalPluginService}
  - flyteidl/service/dataproxy.proto
  - CreateDownloadLinkRequest {#flyteidl-service-CreateDownloadLinkRequest}
  - CreateDownloadLinkResponse {#flyteidl-service-CreateDownloadLinkResponse}
  - CreateDownloadLocationRequest {#flyteidl-service-CreateDownloadLocationRequest}
  - CreateDownloadLocationResponse {#flyteidl-service-CreateDownloadLocationResponse}
  - CreateUploadLocationRequest {#flyteidl-service-CreateUploadLocationRequest}
  - CreateUploadLocationResponse {#flyteidl-service-CreateUploadLocationResponse}
  - CreateUploadLocationResponse.HeadersEntry {#flyteidl-service-CreateUploadLocationResponse-HeadersEntry}
  - GetDataRequest {#flyteidl-service-GetDataRequest}
  - GetDataResponse {#flyteidl-service-GetDataResponse}
  - PreSignedURLs {#flyteidl-service-PreSignedURLs}
  - ArtifactType {#flyteidl-service-ArtifactType}
  - DataProxyService {#flyteidl-service-DataProxyService}
  - flyteidl/service/identity.proto
  - UserInfoRequest {#flyteidl-service-UserInfoRequest}
  - UserInfoResponse {#flyteidl-service-UserInfoResponse}
  - IdentityService {#flyteidl-service-IdentityService}
  - flyteidl/service/auth.proto
  - OAuth2MetadataRequest {#flyteidl-service-OAuth2MetadataRequest}
  - OAuth2MetadataResponse {#flyteidl-service-OAuth2MetadataResponse}
  - PublicClientAuthConfigRequest {#flyteidl-service-PublicClientAuthConfigRequest}
  - PublicClientAuthConfigResponse {#flyteidl-service-PublicClientAuthConfigResponse}
  - AuthMetadataService {#flyteidl-service-AuthMetadataService}
  - flyteidl/service/agent.proto
  - AgentMetadataService {#flyteidl-service-AgentMetadataService}
  - AsyncAgentService {#flyteidl-service-AsyncAgentService}
  - SyncAgentService {#flyteidl-service-SyncAgentService}
  - flyteidl/service/admin.proto
  - AdminService {#flyteidl-service-AdminService}
  - flyteidl/event/cloudevents.proto
  - CloudEventExecutionStart {#flyteidl-event-CloudEventExecutionStart}
  - CloudEventNodeExecution {#flyteidl-event-CloudEventNodeExecution}
  - CloudEventNodeExecution.LabelsEntry {#flyteidl-event-CloudEventNodeExecution-LabelsEntry}
  - CloudEventTaskExecution {#flyteidl-event-CloudEventTaskExecution}
  - CloudEventTaskExecution.LabelsEntry {#flyteidl-event-CloudEventTaskExecution-LabelsEntry}
  - CloudEventWorkflowExecution {#flyteidl-event-CloudEventWorkflowExecution}
  - CloudEventWorkflowExecution.LabelsEntry {#flyteidl-event-CloudEventWorkflowExecution-LabelsEntry}
  - flyteidl/event/event.proto
  - DynamicWorkflowNodeMetadata {#flyteidl-event-DynamicWorkflowNodeMetadata}
  - EventReason {#flyteidl-event-EventReason}
  - ExternalResourceInfo {#flyteidl-event-ExternalResourceInfo}
  - NodeExecutionEvent {#flyteidl-event-NodeExecutionEvent}
  - ParentNodeExecutionMetadata {#flyteidl-event-ParentNodeExecutionMetadata}
  - ParentTaskExecutionMetadata {#flyteidl-event-ParentTaskExecutionMetadata}
  - ResourcePoolInfo {#flyteidl-event-ResourcePoolInfo}
  - TaskExecutionEvent {#flyteidl-event-TaskExecutionEvent}
  - TaskExecutionMetadata {#flyteidl-event-TaskExecutionMetadata}
  - TaskNodeMetadata {#flyteidl-event-TaskNodeMetadata}
  - WorkflowExecutionEvent {#flyteidl-event-WorkflowExecutionEvent}
  - WorkflowNodeMetadata {#flyteidl-event-WorkflowNodeMetadata}
  - TaskExecutionMetadata.InstanceClass {#flyteidl-event-TaskExecutionMetadata-InstanceClass}
  - flyteidl/datacatalog/datacatalog.proto
  - AddTagRequest {#datacatalog-AddTagRequest}
  - AddTagResponse {#datacatalog-AddTagResponse}
  - Artifact {#datacatalog-Artifact}
  - ArtifactData {#datacatalog-ArtifactData}
  - ArtifactPropertyFilter {#datacatalog-ArtifactPropertyFilter}
  - CreateArtifactRequest {#datacatalog-CreateArtifactRequest}
  - CreateArtifactResponse {#datacatalog-CreateArtifactResponse}
  - CreateDatasetRequest {#datacatalog-CreateDatasetRequest}
  - CreateDatasetResponse {#datacatalog-CreateDatasetResponse}
  - Dataset {#datacatalog-Dataset}
  - DatasetID {#datacatalog-DatasetID}
  - DatasetPropertyFilter {#datacatalog-DatasetPropertyFilter}
  - FilterExpression {#datacatalog-FilterExpression}
  - GetArtifactRequest {#datacatalog-GetArtifactRequest}
  - GetArtifactResponse {#datacatalog-GetArtifactResponse}
  - GetDatasetRequest {#datacatalog-GetDatasetRequest}
  - GetDatasetResponse {#datacatalog-GetDatasetResponse}
  - GetOrExtendReservationRequest {#datacatalog-GetOrExtendReservationRequest}
  - GetOrExtendReservationResponse {#datacatalog-GetOrExtendReservationResponse}
  - KeyValuePair {#datacatalog-KeyValuePair}
  - ListArtifactsRequest {#datacatalog-ListArtifactsRequest}
  - ListArtifactsResponse {#datacatalog-ListArtifactsResponse}
  - ListDatasetsRequest {#datacatalog-ListDatasetsRequest}
  - ListDatasetsResponse {#datacatalog-ListDatasetsResponse}
  - Metadata {#datacatalog-Metadata}
  - Metadata.KeyMapEntry {#datacatalog-Metadata-KeyMapEntry}
  - PaginationOptions {#datacatalog-PaginationOptions}
  - Partition {#datacatalog-Partition}
  - PartitionPropertyFilter {#datacatalog-PartitionPropertyFilter}
  - ReleaseReservationRequest {#datacatalog-ReleaseReservationRequest}
  - ReleaseReservationResponse {#datacatalog-ReleaseReservationResponse}
  - Reservation {#datacatalog-Reservation}
  - ReservationID {#datacatalog-ReservationID}
  - SinglePropertyFilter {#datacatalog-SinglePropertyFilter}
  - Tag {#datacatalog-Tag}
  - TagPropertyFilter {#datacatalog-TagPropertyFilter}
  - UpdateArtifactRequest {#datacatalog-UpdateArtifactRequest}
  - UpdateArtifactResponse {#datacatalog-UpdateArtifactResponse}
  - PaginationOptions.SortKey {#datacatalog-PaginationOptions-SortKey}
  - PaginationOptions.SortOrder {#datacatalog-PaginationOptions-SortOrder}
  - SinglePropertyFilter.ComparisonOperator {#datacatalog-SinglePropertyFilter-ComparisonOperator}
  - DataCatalog {#datacatalog-DataCatalog}
  - Scalar Value Types
- [FlyteKit Plugins](https://www.union.ai/docs/v1/flyte/api-reference/plugins/page.md)
- [FlyteKit Plugins > Apache Airflow](https://www.union.ai/docs/v1/flyte/api-reference/plugins/airflow/page.md)
- [FlyteKit Plugins > Apache Airflow > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/airflow/classes/page.md)
- [FlyteKit Plugins > Apache Airflow > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/airflow/packages/page.md)
- [FlyteKit Plugins > Apache Airflow > Packages > flytekitplugins.airflow.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/airflow/packages/flytekitplugins.airflow.connector/page.md)
  - Directory
  - Classes
  - Methods
  - Methods
  - flytekitplugins.airflow.connector.AirflowConnector
  - Properties
  - Methods
  - flytekitplugins.airflow.connector.AirflowMetadata
  - Methods
- [FlyteKit Plugins > Apache Airflow > Packages > flytekitplugins.airflow.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/airflow/packages/flytekitplugins.airflow.task/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.airflow.task.AirflowContainerTask
  - Properties
  - Methods
  - flytekitplugins.airflow.task.AirflowObj
  - flytekitplugins.airflow.task.AirflowTask
  - Properties
  - Methods
  - flytekitplugins.airflow.task.AirflowTaskResolver
  - Properties
  - Methods
- [FlyteKit Plugins > Async FSSpec](https://www.union.ai/docs/v1/flyte/api-reference/plugins/async-fsspec/page.md)
- [FlyteKit Plugins > Async FSSpec > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/async-fsspec/classes/page.md)
- [FlyteKit Plugins > Async FSSpec > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/async-fsspec/packages/page.md)
- [FlyteKit Plugins > Async FSSpec > Packages > flytekitplugins.async_fsspec.s3fs.constants](https://www.union.ai/docs/v1/flyte/api-reference/plugins/async-fsspec/packages/flytekitplugins.async_fsspec.s3fs.constants/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Async FSSpec > Packages > flytekitplugins.async_fsspec.s3fs.s3fs](https://www.union.ai/docs/v1/flyte/api-reference/plugins/async-fsspec/packages/flytekitplugins.async_fsspec.s3fs.s3fs/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.async_fsspec.s3fs.s3fs.AsyncS3FileSystem
  - Properties
  - Methods
- [FlyteKit Plugins > AWS Athena](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-athena/page.md)
- [FlyteKit Plugins > AWS Athena > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-athena/classes/page.md)
- [FlyteKit Plugins > AWS Athena > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-athena/packages/page.md)
- [FlyteKit Plugins > AWS Athena > Packages > flytekitplugins.athena.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-athena/packages/flytekitplugins.athena.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.athena.task.AthenaConfig
  - flytekitplugins.athena.task.AthenaTask
  - Properties
  - Methods
- [FlyteKit Plugins > AWS Batch](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-batch/page.md)
- [FlyteKit Plugins > AWS Batch > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-batch/classes/page.md)
- [FlyteKit Plugins > AWS Batch > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-batch/packages/page.md)
- [FlyteKit Plugins > AWS Batch > Packages > flytekitplugins.awsbatch.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-batch/packages/flytekitplugins.awsbatch.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.awsbatch.task.AWSBatchConfig
  - Methods
  - flytekitplugins.awsbatch.task.AWSBatchFunctionTask
  - Properties
  - Methods
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/aws-sagemaker/page.md)
  - Inference
- [FlyteKit Plugins > BigQuery](https://www.union.ai/docs/v1/flyte/api-reference/plugins/bigquery/page.md)
- [FlyteKit Plugins > BigQuery > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/bigquery/classes/page.md)
- [FlyteKit Plugins > BigQuery > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/bigquery/packages/page.md)
- [FlyteKit Plugins > BigQuery > Packages > flytekitplugins.bigquery.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/bigquery/packages/flytekitplugins.bigquery.connector/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.bigquery.connector.BigQueryConnector
  - Properties
  - Methods
  - flytekitplugins.bigquery.connector.BigQueryMetadata
  - Methods
- [FlyteKit Plugins > BigQuery > Packages > flytekitplugins.bigquery.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/bigquery/packages/flytekitplugins.bigquery.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.bigquery.task.BigQueryConfig
  - flytekitplugins.bigquery.task.BigQueryTask
  - Properties
  - Methods
- [FlyteKit Plugins > Comet ML](https://www.union.ai/docs/v1/flyte/api-reference/plugins/comet-ml/page.md)
- [FlyteKit Plugins > Dask](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dask/page.md)
- [FlyteKit Plugins > Dask > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dask/classes/page.md)
- [FlyteKit Plugins > Dask > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dask/packages/page.md)
- [FlyteKit Plugins > Dask > Packages > flytekitplugins.dask.models](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dask/packages/flytekitplugins.dask.models/page.md)
  - Directory
  - Classes
  - flytekitplugins.dask.models.DaskJob
  - Properties
  - Methods
  - flytekitplugins.dask.models.Scheduler
  - Properties
  - Methods
  - flytekitplugins.dask.models.WorkerGroup
  - Properties
  - Methods
- [FlyteKit Plugins > Dask > Packages > flytekitplugins.dask.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dask/packages/flytekitplugins.dask.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.dask.task.Dask
  - flytekitplugins.dask.task.DaskTask
  - Properties
  - Methods
  - flytekitplugins.dask.task.Scheduler
  - flytekitplugins.dask.task.WorkerGroup
- [FlyteKit Plugins > DBT](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/page.md)
- [FlyteKit Plugins > DBT > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/classes/page.md)
- [FlyteKit Plugins > DBT > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/packages/page.md)
- [FlyteKit Plugins > DBT > Packages > flytekitplugins.dbt.error](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/packages/flytekitplugins.dbt.error/page.md)
  - Directory
  - Errors
  - flytekitplugins.dbt.error.DBTHandledError
  - flytekitplugins.dbt.error.DBTUnhandledError
- [FlyteKit Plugins > DBT > Packages > flytekitplugins.dbt.schema](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/packages/flytekitplugins.dbt.schema/page.md)
  - Directory
  - Classes
  - flytekitplugins.dbt.schema.BaseDBTInput
  - Methods
  - flytekitplugins.dbt.schema.BaseDBTOutput
  - Methods
  - flytekitplugins.dbt.schema.DBTFreshnessInput
  - Methods
  - flytekitplugins.dbt.schema.DBTFreshnessOutput
  - Methods
  - flytekitplugins.dbt.schema.DBTRunInput
  - Methods
  - flytekitplugins.dbt.schema.DBTRunOutput
  - Methods
  - flytekitplugins.dbt.schema.DBTTestInput
  - Methods
  - flytekitplugins.dbt.schema.DBTTestOutput
  - Methods
- [FlyteKit Plugins > DBT > Packages > flytekitplugins.dbt.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/packages/flytekitplugins.dbt.task/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.dbt.task.DBTFreshness
  - Properties
  - Methods
  - flytekitplugins.dbt.task.DBTRun
  - Properties
  - Methods
  - flytekitplugins.dbt.task.DBTTest
  - Properties
  - Methods
- [FlyteKit Plugins > DBT > Packages > flytekitplugins.dbt.util](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dbt/packages/flytekitplugins.dbt.util/page.md)
  - Directory
  - Methods
  - Methods
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/deck-standard/page.md)
  - Installation
  - Renderer Requirements
  - Renderer Descriptions
  - SourceCodeRenderer
  - FrameProfilingRenderer
  - MarkdownRenderer
  - BoxRenderer
  - ImageRenderer
  - TableRenderer
  - GanttChartRenderer
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/dolt/page.md)
- [FlyteKit Plugins > DuckDB](https://www.union.ai/docs/v1/flyte/api-reference/plugins/duckdb/page.md)
- [FlyteKit Plugins > DuckDB > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/duckdb/classes/page.md)
- [FlyteKit Plugins > DuckDB > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/duckdb/packages/page.md)
- [FlyteKit Plugins > DuckDB > Packages > flytekitplugins.duckdb.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/duckdb/packages/flytekitplugins.duckdb.task/page.md)
  - Directory
  - Classes
  - Errors
  - Methods
  - Methods
  - flytekitplugins.duckdb.task.DuckDBProvider
  - flytekitplugins.duckdb.task.DuckDBQuery
  - Properties
  - Methods
  - flytekitplugins.duckdb.task.MissingSecretError
  - flytekitplugins.duckdb.task.QueryOutput
- [FlyteKit Plugins > Envd](https://www.union.ai/docs/v1/flyte/api-reference/plugins/envd/page.md)
- [FlyteKit Plugins > Envd > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/envd/classes/page.md)
- [FlyteKit Plugins > Envd > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/envd/packages/page.md)
- [FlyteKit Plugins > Envd > Packages > flytekitplugins.envd.image_builder](https://www.union.ai/docs/v1/flyte/api-reference/plugins/envd/packages/flytekitplugins.envd.image_builder/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.envd.image_builder.EnvdImageSpecBuilder
  - Methods
- [FlyteKit Plugins > Flyte Interactive](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/page.md)
- [FlyteKit Plugins > Flyte Interactive > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/classes/page.md)
- [FlyteKit Plugins > Flyte Interactive > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/page.md)
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.constants](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.constants/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.jupyter_lib.decorator](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.jupyter_lib.decorator/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.flyteinteractive.jupyter_lib.decorator.jupyter
  - Methods
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.jupyter_lib.jupyter_constants](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.jupyter_lib.jupyter_constants/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.vscode_lib.config](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.vscode_lib.config/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.vscode_lib.decorator](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.vscode_lib.decorator/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Flyte Interactive > Packages > flytekitplugins.flyteinteractive.vscode_lib.vscode_constants](https://www.union.ai/docs/v1/flyte/api-reference/plugins/flyteinteractive/packages/flytekitplugins.flyteinteractive.vscode_lib.vscode_constants/page.md)
  - Directory
  - Variables
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/data-fsspec/page.md)
- [FlyteKit Plugins > Google IAP](https://www.union.ai/docs/v1/flyte/api-reference/plugins/identity-aware-proxy/page.md)
- [FlyteKit Plugins > Google IAP > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/identity-aware-proxy/classes/page.md)
- [FlyteKit Plugins > Google IAP > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/identity-aware-proxy/packages/page.md)
- [FlyteKit Plugins > Google IAP > Packages > flytekitplugins.identity_aware_proxy.cli](https://www.union.ai/docs/v1/flyte/api-reference/plugins/identity-aware-proxy/packages/flytekitplugins.identity_aware_proxy.cli/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.identity_aware_proxy.cli.GCPIdentityAwareProxyAuthenticator
  - Methods
- [FlyteKit Plugins > Great Expectations](https://www.union.ai/docs/v1/flyte/api-reference/plugins/greatexpectations/page.md)
- [FlyteKit Plugins > Great Expectations > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/greatexpectations/classes/page.md)
- [FlyteKit Plugins > Great Expectations > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/greatexpectations/packages/page.md)
- [FlyteKit Plugins > Great Expectations > Packages > flytekitplugins.great_expectations.schema](https://www.union.ai/docs/v1/flyte/api-reference/plugins/greatexpectations/packages/flytekitplugins.great_expectations.schema/page.md)
  - Directory
  - Classes
  - flytekitplugins.great_expectations.schema.GreatExpectationsFlyteConfig
  - Methods
  - flytekitplugins.great_expectations.schema.GreatExpectationsType
  - Methods
  - flytekitplugins.great_expectations.schema.GreatExpectationsTypeTransformer
  - Properties
  - Methods
- [FlyteKit Plugins > Great Expectations > Packages > flytekitplugins.great_expectations.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/greatexpectations/packages/flytekitplugins.great_expectations.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.great_expectations.task.BatchRequestConfig
  - Methods
  - flytekitplugins.great_expectations.task.GreatExpectationsTask
  - Properties
  - Methods
- [FlyteKit Plugins > Hive](https://www.union.ai/docs/v1/flyte/api-reference/plugins/hive/page.md)
- [FlyteKit Plugins > Hive > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/hive/classes/page.md)
- [FlyteKit Plugins > Hive > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/hive/packages/page.md)
- [FlyteKit Plugins > Hive > Packages > flytekitplugins.hive.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/hive/packages/flytekitplugins.hive.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.hive.task.HiveConfig
  - flytekitplugins.hive.task.HiveSelectTask
  - Properties
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  - flytekitplugins.hive.task.HiveTask
  - Properties
  - Methods
- [FlyteKit Plugins > Hugging Face](https://www.union.ai/docs/v1/flyte/api-reference/plugins/huggingface/page.md)
- [FlyteKit Plugins > Hugging Face > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/huggingface/classes/page.md)
- [FlyteKit Plugins > Hugging Face > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/huggingface/packages/page.md)
- [FlyteKit Plugins > Hugging Face > Packages > flytekitplugins.huggingface.sd_transformers](https://www.union.ai/docs/v1/flyte/api-reference/plugins/huggingface/packages/flytekitplugins.huggingface.sd_transformers/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.huggingface.sd_transformers.HuggingFaceDatasetRenderer
  - Methods
  - flytekitplugins.huggingface.sd_transformers.HuggingFaceDatasetToParquetEncodingHandler
  - Properties
  - Methods
  - flytekitplugins.huggingface.sd_transformers.ParquetToHuggingFaceDatasetDecodingHandler
  - Properties
  - Methods
- [FlyteKit Plugins > Inference](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/page.md)
- [FlyteKit Plugins > Inference > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/classes/page.md)
- [FlyteKit Plugins > Inference > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/packages/page.md)
- [FlyteKit Plugins > Inference > Packages > flytekitplugins.inference.nim.serve](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/packages/flytekitplugins.inference.nim.serve/page.md)
  - Directory
  - Classes
  - flytekitplugins.inference.nim.serve.NIM
  - Properties
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  - flytekitplugins.inference.nim.serve.NIMSecrets
- [FlyteKit Plugins > Inference > Packages > flytekitplugins.inference.ollama.serve](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/packages/flytekitplugins.inference.ollama.serve/page.md)
  - Directory
  - Classes
  - flytekitplugins.inference.ollama.serve.Model
  - flytekitplugins.inference.ollama.serve.Ollama
  - Properties
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- [FlyteKit Plugins > Inference > Packages > flytekitplugins.inference.sidecar_template](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/packages/flytekitplugins.inference.sidecar_template/page.md)
  - Directory
  - Classes
  - flytekitplugins.inference.sidecar_template.ModelInferenceTemplate
  - Properties
- [FlyteKit Plugins > Inference > Packages > flytekitplugins.inference.vllm.serve](https://www.union.ai/docs/v1/flyte/api-reference/plugins/inference/packages/flytekitplugins.inference.vllm.serve/page.md)
  - Directory
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  - flytekitplugins.inference.vllm.serve.HFSecret
  - flytekitplugins.inference.vllm.serve.VLLM
  - Properties
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- [FlyteKit Plugins > Kubeflow MPI](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-mpi/page.md)
- [FlyteKit Plugins > Kubeflow MPI > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-mpi/classes/page.md)
- [FlyteKit Plugins > Kubeflow MPI > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-mpi/packages/page.md)
- [FlyteKit Plugins > Kubeflow MPI > Packages > flytekitplugins.kfmpi.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-mpi/packages/flytekitplugins.kfmpi.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.kfmpi.task.CleanPodPolicy
  - flytekitplugins.kfmpi.task.HorovodFunctionTask
  - Properties
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  - flytekitplugins.kfmpi.task.HorovodJob
  - flytekitplugins.kfmpi.task.Launcher
  - flytekitplugins.kfmpi.task.MPIFunctionTask
  - Properties
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  - flytekitplugins.kfmpi.task.MPIJob
  - flytekitplugins.kfmpi.task.RestartPolicy
  - flytekitplugins.kfmpi.task.RunPolicy
  - flytekitplugins.kfmpi.task.Worker
- [FlyteKit Plugins > Kubeflow PyTorch](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/page.md)
- [FlyteKit Plugins > Kubeflow PyTorch > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/classes/page.md)
- [FlyteKit Plugins > Kubeflow PyTorch > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/packages/page.md)
- [FlyteKit Plugins > Kubeflow PyTorch > Packages > flytekitplugins.kfpytorch.error_handling](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/packages/flytekitplugins.kfpytorch.error_handling/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [FlyteKit Plugins > Kubeflow PyTorch > Packages > flytekitplugins.kfpytorch.pod_template](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/packages/flytekitplugins.kfpytorch.pod_template/page.md)
  - Directory
  - Methods
  - Methods
- [FlyteKit Plugins > Kubeflow PyTorch > Packages > flytekitplugins.kfpytorch.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-pytorch/packages/flytekitplugins.kfpytorch.task/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.kfpytorch.task.CleanPodPolicy
  - flytekitplugins.kfpytorch.task.Elastic
  - flytekitplugins.kfpytorch.task.ElasticWorkerResult
  - flytekitplugins.kfpytorch.task.Master
  - flytekitplugins.kfpytorch.task.PyTorch
  - flytekitplugins.kfpytorch.task.PyTorchFunctionTask
  - Properties
  - Methods
  - flytekitplugins.kfpytorch.task.PytorchElasticFunctionTask
  - Properties
  - Methods
  - flytekitplugins.kfpytorch.task.RestartPolicy
  - flytekitplugins.kfpytorch.task.RunPolicy
  - flytekitplugins.kfpytorch.task.Worker
- [FlyteKit Plugins > Kubeflow TensorFlow](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-tensorflow/page.md)
- [FlyteKit Plugins > Kubeflow TensorFlow > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-tensorflow/classes/page.md)
- [FlyteKit Plugins > Kubeflow TensorFlow > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-tensorflow/packages/page.md)
- [FlyteKit Plugins > Kubeflow TensorFlow > Packages > flytekitplugins.kftensorflow.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/kf-tensorflow/packages/flytekitplugins.kftensorflow.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.kftensorflow.task.Chief
  - flytekitplugins.kftensorflow.task.CleanPodPolicy
  - flytekitplugins.kftensorflow.task.Evaluator
  - flytekitplugins.kftensorflow.task.PS
  - flytekitplugins.kftensorflow.task.RestartPolicy
  - flytekitplugins.kftensorflow.task.RunPolicy
  - flytekitplugins.kftensorflow.task.TensorflowFunctionTask
  - Properties
  - Methods
  - flytekitplugins.kftensorflow.task.TfJob
  - flytekitplugins.kftensorflow.task.Worker
- [FlyteKit Plugins > Kubernetes Pod](https://www.union.ai/docs/v1/flyte/api-reference/plugins/k8s-pod/page.md)
- [FlyteKit Plugins > Kubernetes Pod > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/k8s-pod/classes/page.md)
- [FlyteKit Plugins > Kubernetes Pod > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/k8s-pod/packages/page.md)
- [FlyteKit Plugins > Kubernetes Pod > Packages > flytekitplugins.pod.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/k8s-pod/packages/flytekitplugins.pod.task/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.pod.task.Pod
  - flytekitplugins.pod.task.PodFunctionTask
  - Properties
  - Methods
- [FlyteKit Plugins > Memory Machine Cloud](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/page.md)
- [FlyteKit Plugins > Memory Machine Cloud > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/classes/page.md)
- [FlyteKit Plugins > Memory Machine Cloud > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/packages/page.md)
- [FlyteKit Plugins > Memory Machine Cloud > Packages > flytekitplugins.mmcloud.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/packages/flytekitplugins.mmcloud.connector/page.md)
  - Directory
  - Classes
  - flytekitplugins.mmcloud.connector.MMCloudConnector
  - Properties
  - Methods
  - flytekitplugins.mmcloud.connector.MMCloudMetadata
  - Methods
- [FlyteKit Plugins > Memory Machine Cloud > Packages > flytekitplugins.mmcloud.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/packages/flytekitplugins.mmcloud.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.mmcloud.task.MMCloudConfig
  - flytekitplugins.mmcloud.task.MMCloudTask
  - Properties
  - Methods
- [FlyteKit Plugins > Memory Machine Cloud > Packages > flytekitplugins.mmcloud.utils](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mmcloud/packages/flytekitplugins.mmcloud.utils/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [FlyteKit Plugins > Memray Profiling](https://www.union.ai/docs/v1/flyte/api-reference/plugins/memray/page.md)
- [FlyteKit Plugins > Memray Profiling > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/memray/classes/page.md)
- [FlyteKit Plugins > Memray Profiling > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/memray/packages/page.md)
- [FlyteKit Plugins > Memray Profiling > Packages > flytekitplugins.memray](https://www.union.ai/docs/v1/flyte/api-reference/plugins/memray/packages/flytekitplugins.memray/page.md)
  - Directory
  - Classes
  - flytekitplugins.memray.memray_profiling
  - Methods
- [FlyteKit Plugins > MLflow](https://www.union.ai/docs/v1/flyte/api-reference/plugins/mlflow/page.md)
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/modin/page.md)
- [FlyteKit Plugins > Neptune](https://www.union.ai/docs/v1/flyte/api-reference/plugins/neptune/page.md)
- [FlyteKit Plugins > OmegaConf](https://www.union.ai/docs/v1/flyte/api-reference/plugins/omegaconf/page.md)
- [FlyteKit Plugins > OmegaConf > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/omegaconf/classes/page.md)
- [FlyteKit Plugins > OmegaConf > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/omegaconf/packages/page.md)
- [FlyteKit Plugins > OmegaConf > Packages > flytekitplugins.omegaconf](https://www.union.ai/docs/v1/flyte/api-reference/plugins/omegaconf/packages/flytekitplugins.omegaconf/page.md)
  - Directory
  - Classes
  - Methods
  - Methods
  - flytekitplugins.omegaconf.OmegaConfTransformerMode
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-pytorch/page.md)
- [FlyteKit Plugins > ONNX ScikitLearn](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-scikitlearn/page.md)
- [FlyteKit Plugins > ONNX ScikitLearn > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-scikitlearn/classes/page.md)
- [FlyteKit Plugins > ONNX ScikitLearn > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-scikitlearn/packages/page.md)
- [FlyteKit Plugins > ONNX ScikitLearn > Packages > flytekitplugins.onnxscikitlearn.schema](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-scikitlearn/packages/flytekitplugins.onnxscikitlearn.schema/page.md)
  - Directory
  - Classes
  - Methods
  - Methods
  - flytekitplugins.onnxscikitlearn.schema.ScikitLearn2ONNX
  - Methods
  - flytekitplugins.onnxscikitlearn.schema.ScikitLearn2ONNXConfig
  - Methods
  - flytekitplugins.onnxscikitlearn.schema.ScikitLearn2ONNXTransformer
  - Properties
  - Methods
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/onnx-tensorflow/page.md)
- [FlyteKit Plugins > OpenAI](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/page.md)
- [FlyteKit Plugins > OpenAI > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/classes/page.md)
- [FlyteKit Plugins > OpenAI > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/page.md)
- [FlyteKit Plugins > OpenAI > Packages > flytekitplugins.openai.batch.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/flytekitplugins.openai.batch.connector/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.openai.batch.connector.BatchEndpointConnector
  - Properties
  - Methods
  - flytekitplugins.openai.batch.connector.BatchEndpointMetadata
  - Methods
  - flytekitplugins.openai.batch.connector.State
- [FlyteKit Plugins > OpenAI > Packages > flytekitplugins.openai.batch.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/flytekitplugins.openai.batch.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.openai.batch.task.BatchEndpointTask
  - Properties
  - Methods
  - flytekitplugins.openai.batch.task.BatchResult
  - Methods
  - flytekitplugins.openai.batch.task.DownloadJSONFilesExecutor
  - Properties
  - Methods
  - flytekitplugins.openai.batch.task.DownloadJSONFilesTask
  - Properties
  - Methods
  - flytekitplugins.openai.batch.task.OpenAIFileConfig
  - flytekitplugins.openai.batch.task.OpenAIFileDefaultImages
  - Methods
  - flytekitplugins.openai.batch.task.UploadJSONLFileExecutor
  - Properties
  - Methods
  - flytekitplugins.openai.batch.task.UploadJSONLFileTask
  - Properties
  - Methods
- [FlyteKit Plugins > OpenAI > Packages > flytekitplugins.openai.batch.workflow](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/flytekitplugins.openai.batch.workflow/page.md)
  - Directory
  - Methods
  - Methods
- [FlyteKit Plugins > OpenAI > Packages > flytekitplugins.openai.chatgpt.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/flytekitplugins.openai.chatgpt.connector/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.openai.chatgpt.connector.ChatGPTConnector
  - Properties
  - Methods
- [FlyteKit Plugins > OpenAI > Packages > flytekitplugins.openai.chatgpt.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/openai/packages/flytekitplugins.openai.chatgpt.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.openai.chatgpt.task.ChatGPTTask
  - Properties
  - Methods
- [FlyteKit Plugins > Optuna](https://www.union.ai/docs/v1/flyte/api-reference/plugins/optuna/page.md)
- [FlyteKit Plugins > Optuna > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/optuna/classes/page.md)
- [FlyteKit Plugins > Optuna > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/optuna/packages/page.md)
- [FlyteKit Plugins > Optuna > Packages > flytekitplugins.optuna](https://www.union.ai/docs/v1/flyte/api-reference/plugins/optuna/packages/flytekitplugins.optuna/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.optuna.Optimizer
  - Properties
  - Methods
- [FlyteKit Plugins > Pandera](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/page.md)
- [FlyteKit Plugins > Pandera > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/classes/page.md)
- [FlyteKit Plugins > Pandera > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/packages/page.md)
- [FlyteKit Plugins > Pandera > Packages > flytekitplugins.pandera.config](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/packages/flytekitplugins.pandera.config/page.md)
  - Directory
  - Classes
  - flytekitplugins.pandera.config.ValidationConfig
- [FlyteKit Plugins > Pandera > Packages > flytekitplugins.pandera.pandas_renderer](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/packages/flytekitplugins.pandera.pandas_renderer/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.pandera.pandas_renderer.PandasReport
  - flytekitplugins.pandera.pandas_renderer.PandasReportRenderer
  - Methods
- [FlyteKit Plugins > Pandera > Packages > flytekitplugins.pandera.pandas_transformer](https://www.union.ai/docs/v1/flyte/api-reference/plugins/pandera/packages/flytekitplugins.pandera.pandas_transformer/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.pandera.pandas_transformer.PanderaPandasTransformer
  - Properties
  - Methods
- [FlyteKit Plugins > Papermill](https://www.union.ai/docs/v1/flyte/api-reference/plugins/papermill/page.md)
- [FlyteKit Plugins > Papermill > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/papermill/classes/page.md)
- [FlyteKit Plugins > Papermill > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/papermill/packages/page.md)
- [FlyteKit Plugins > Papermill > Packages > flytekitplugins.papermill.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/papermill/packages/flytekitplugins.papermill.task/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.papermill.task.NotebookTask
  - Properties
  - Methods
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/perian/page.md)
- [FlyteKit Plugins > Page > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/perian/classes/page.md)
- [FlyteKit Plugins > Page > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/perian/packages/page.md)
- [FlyteKit Plugins > Page > Packages > flytekitplugins.perian_job.agent](https://www.union.ai/docs/v1/flyte/api-reference/plugins/perian/packages/flytekitplugins.perian_job.agent/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.perian_job.agent.PerianAgent
  - Methods
  - Properties
  - flytekitplugins.perian_job.agent.PerianMetadata
  - Methods
- [FlyteKit Plugins > Page > Packages > flytekitplugins.perian_job.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/perian/packages/flytekitplugins.perian_job.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.perian_job.task.PerianConfig
  - flytekitplugins.perian_job.task.PerianContainerTask
  - Methods
  - Properties
  - flytekitplugins.perian_job.task.PerianTask
  - Methods
  - Properties
- [FlyteKit Plugins > Polars](https://www.union.ai/docs/v1/flyte/api-reference/plugins/polars/page.md)
- [FlyteKit Plugins > Polars > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/polars/classes/page.md)
- [FlyteKit Plugins > Polars > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/polars/packages/page.md)
- [FlyteKit Plugins > Polars > Packages > flytekitplugins.polars.sd_transformers](https://www.union.ai/docs/v1/flyte/api-reference/plugins/polars/packages/flytekitplugins.polars.sd_transformers/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.polars.sd_transformers.ParquetToPolarsDataFrameDecodingHandler
  - Properties
  - Methods
  - flytekitplugins.polars.sd_transformers.ParquetToPolarsLazyFrameDecodingHandler
  - Properties
  - Methods
  - flytekitplugins.polars.sd_transformers.PolarsDataFrameRenderer
  - Methods
  - flytekitplugins.polars.sd_transformers.PolarsDataFrameToParquetEncodingHandler
  - Properties
  - Methods
  - flytekitplugins.polars.sd_transformers.PolarsLazyFrameToParquetEncodingHandler
  - Properties
  - Methods
- [FlyteKit Plugins > Ray](https://www.union.ai/docs/v1/flyte/api-reference/plugins/ray/page.md)
- [FlyteKit Plugins > Ray > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/ray/classes/page.md)
- [FlyteKit Plugins > Ray > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/ray/packages/page.md)
- [FlyteKit Plugins > Ray > Packages > flytekitplugins.ray.models](https://www.union.ai/docs/v1/flyte/api-reference/plugins/ray/packages/flytekitplugins.ray.models/page.md)
  - Directory
  - Classes
  - flytekitplugins.ray.models.HeadGroupSpec
  - Properties
  - Methods
  - flytekitplugins.ray.models.RayCluster
  - Properties
  - Methods
  - flytekitplugins.ray.models.RayJob
  - Properties
  - Methods
  - flytekitplugins.ray.models.WorkerGroupSpec
  - Properties
  - Methods
- [FlyteKit Plugins > Ray > Packages > flytekitplugins.ray.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/ray/packages/flytekitplugins.ray.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.ray.task.HeadNodeConfig
  - flytekitplugins.ray.task.RayFunctionTask
  - Properties
  - Methods
  - flytekitplugins.ray.task.RayJobConfig
  - flytekitplugins.ray.task.WorkerNodeConfig
- [FlyteKit Plugins > Slurm](https://www.union.ai/docs/v1/flyte/api-reference/plugins/slurm/page.md)
- [FlyteKit Plugins > Slurm > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/slurm/classes/page.md)
- [FlyteKit Plugins > Slurm > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/slurm/packages/page.md)
- [FlyteKit Plugins > Slurm > Packages > flytekitplugins.slurm.ssh_utils](https://www.union.ai/docs/v1/flyte/api-reference/plugins/slurm/packages/flytekitplugins.slurm.ssh_utils/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.slurm.ssh_utils.SSHConfig
  - Methods
  - flytekitplugins.slurm.ssh_utils.SlurmCluster
- [FlyteKit Plugins > Snowflake](https://www.union.ai/docs/v1/flyte/api-reference/plugins/snowflake/page.md)
- [FlyteKit Plugins > Snowflake > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/snowflake/classes/page.md)
- [FlyteKit Plugins > Snowflake > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/snowflake/packages/page.md)
- [FlyteKit Plugins > Snowflake > Packages > flytekitplugins.snowflake.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/snowflake/packages/flytekitplugins.snowflake.connector/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.snowflake.connector.SnowflakeConnector
  - Properties
  - Methods
  - flytekitplugins.snowflake.connector.SnowflakeJobMetadata
  - Methods
- [FlyteKit Plugins > Snowflake > Packages > flytekitplugins.snowflake.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/snowflake/packages/flytekitplugins.snowflake.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.snowflake.task.SnowflakeConfig
  - flytekitplugins.snowflake.task.SnowflakeTask
  - Properties
  - Methods
- [FlyteKit Plugins > Spark](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/page.md)
- [FlyteKit Plugins > Spark > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/classes/page.md)
- [FlyteKit Plugins > Spark > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/page.md)
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.connector](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.connector/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.spark.connector.DatabricksConnector
  - Properties
  - Methods
  - flytekitplugins.spark.connector.DatabricksConnectorV2
  - Properties
  - Methods
  - flytekitplugins.spark.connector.DatabricksJobMetadata
  - Methods
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.generic_task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.generic_task/page.md)
  - Directory
  - Classes
  - flytekitplugins.spark.generic_task.GenericSparkConf
  - flytekitplugins.spark.generic_task.GenericSparkTask
  - Properties
  - Methods
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.models](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.models/page.md)
  - Directory
  - Classes
  - flytekitplugins.spark.models.SparkJob
  - Properties
  - Methods
  - flytekitplugins.spark.models.SparkType
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.pyspark_transformers](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.pyspark_transformers/page.md)
  - Directory
  - Classes
  - flytekitplugins.spark.pyspark_transformers.PySparkPipelineModelTransformer
  - Properties
  - Methods
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.schema](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.schema/page.md)
  - Directory
  - Classes
  - flytekitplugins.spark.schema.ClassicSparkDataFrameSchemaReader
  - Properties
  - Methods
  - flytekitplugins.spark.schema.ClassicSparkDataFrameSchemaWriter
  - Properties
  - Methods
  - flytekitplugins.spark.schema.ClassicSparkDataFrameTransformer
  - Properties
  - Methods
  - flytekitplugins.spark.schema.SparkDataFrameSchemaReader
  - Properties
  - Methods
  - flytekitplugins.spark.schema.SparkDataFrameSchemaWriter
  - Properties
  - Methods
  - flytekitplugins.spark.schema.SparkDataFrameTransformer
  - Properties
  - Methods
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.sd_transformers](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.sd_transformers/page.md)
  - Directory
  - Classes
  - Variables
  - flytekitplugins.spark.sd_transformers.ClassicSparkToParquetEncodingHandler
  - Properties
  - Methods
  - flytekitplugins.spark.sd_transformers.ParquetToClassicSparkDecodingHandler
  - Properties
  - Methods
  - flytekitplugins.spark.sd_transformers.ParquetToSparkDecodingHandler
  - Properties
  - Methods
  - flytekitplugins.spark.sd_transformers.SparkDataFrameRenderer
  - Methods
  - flytekitplugins.spark.sd_transformers.SparkToParquetEncodingHandler
  - Properties
  - Methods
- [FlyteKit Plugins > Spark > Packages > flytekitplugins.spark.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/spark/packages/flytekitplugins.spark.task/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekitplugins.spark.task.Databricks
  - flytekitplugins.spark.task.DatabricksV2
  - flytekitplugins.spark.task.PysparkFunctionTask
  - Properties
  - Methods
  - flytekitplugins.spark.task.Spark
- [FlyteKit Plugins > SQLAlchemy](https://www.union.ai/docs/v1/flyte/api-reference/plugins/sqlalchemy/page.md)
- [FlyteKit Plugins > SQLAlchemy > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/sqlalchemy/classes/page.md)
- [FlyteKit Plugins > SQLAlchemy > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/sqlalchemy/packages/page.md)
- [FlyteKit Plugins > SQLAlchemy > Packages > flytekitplugins.sqlalchemy.task](https://www.union.ai/docs/v1/flyte/api-reference/plugins/sqlalchemy/packages/flytekitplugins.sqlalchemy.task/page.md)
  - Directory
  - Classes
  - flytekitplugins.sqlalchemy.task.SQLAlchemyConfig
  - Methods
  - flytekitplugins.sqlalchemy.task.SQLAlchemyDefaultImages
  - Methods
  - flytekitplugins.sqlalchemy.task.SQLAlchemyTask
  - Properties
  - Methods
  - flytekitplugins.sqlalchemy.task.SQLAlchemyTaskExecutor
  - Properties
  - Methods
- [FlyteKit Plugins > Page](https://www.union.ai/docs/v1/flyte/api-reference/plugins/vaex/page.md)
- [FlyteKit Plugins > Weights & Biases](https://www.union.ai/docs/v1/flyte/api-reference/plugins/wandb/page.md)
- [FlyteKit Plugins > Weights & Biases > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/wandb/classes/page.md)
- [FlyteKit Plugins > Weights & Biases > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/wandb/packages/page.md)
- [FlyteKit Plugins > Weights & Biases > Packages > flytekitplugins.wandb](https://www.union.ai/docs/v1/flyte/api-reference/plugins/wandb/packages/flytekitplugins.wandb/page.md)
  - Directory
  - Classes
  - flytekitplugins.wandb.wandb_init
  - Methods
- [FlyteKit Plugins > whylogs](https://www.union.ai/docs/v1/flyte/api-reference/plugins/whylogs/page.md)
- [FlyteKit Plugins > whylogs > Classes](https://www.union.ai/docs/v1/flyte/api-reference/plugins/whylogs/classes/page.md)
- [FlyteKit Plugins > whylogs > Packages](https://www.union.ai/docs/v1/flyte/api-reference/plugins/whylogs/packages/page.md)
- [FlyteKit Plugins > whylogs > Packages > flytekitplugins.whylogs](https://www.union.ai/docs/v1/flyte/api-reference/plugins/whylogs/packages/flytekitplugins.whylogs/page.md)
  - Directory
  - Classes
  - flytekitplugins.whylogs.WhylogsConstraintsRenderer
  - Methods
  - flytekitplugins.whylogs.WhylogsDatasetProfileTransformer
  - Properties
  - Methods
  - flytekitplugins.whylogs.WhylogsSummaryDriftRenderer
  - Methods
- [Flytekit SDK](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/page.md)
  - Developing on Flyte
  - Developing on Union
- [Flytekit SDK > Classes](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/classes/page.md)
- [Flytekit SDK > Packages](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/page.md)
- [Flytekit SDK > Packages > flytekit](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit/page.md)
  - Basic Authoring
  - Branching and Conditionals
  - Customizing Tasks & Workflows
  - Directory
  - Methods
  - Variables
  - Methods
- [Flytekit SDK > Packages > flytekit.bin.entrypoint](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.bin.entrypoint/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth_helper](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth_helper/page.md)
  - Directory
  - Classes
  - Methods
  - Methods
  - flytekit.clients.auth_helper.AuthenticationHTTPAdapter
  - Methods
  - flytekit.clients.auth_helper.RemoteClientConfigStore
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth.auth_client](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.auth_client/page.md)
  - Directory
  - Classes
  - flytekit.clients.auth.auth_client.AuthorizationClient
  - Methods
  - flytekit.clients.auth.auth_client.AuthorizationCode
  - Properties
  - flytekit.clients.auth.auth_client.EndpointMetadata
  - flytekit.clients.auth.auth_client.OAuthCallbackHandler
  - Methods
  - flytekit.clients.auth.auth_client.OAuthHTTPServer
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth.authenticator](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.authenticator/page.md)
  - Directory
  - Classes
  - flytekit.clients.auth.authenticator.Authenticator
  - Methods
  - flytekit.clients.auth.authenticator.ClientConfig
  - flytekit.clients.auth.authenticator.ClientConfigStore
  - Methods
  - flytekit.clients.auth.authenticator.ClientCredentialsAuthenticator
  - Methods
  - flytekit.clients.auth.authenticator.CommandAuthenticator
  - Methods
  - flytekit.clients.auth.authenticator.DeviceCodeAuthenticator
  - Methods
  - flytekit.clients.auth.authenticator.PKCEAuthenticator
  - Methods
  - flytekit.clients.auth.authenticator.StaticClientConfigStore
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth.default_html](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.default_html/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth.exceptions](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.exceptions/page.md)
  - Directory
  - Errors
  - flytekit.clients.auth.exceptions.AccessTokenNotFoundError
  - flytekit.clients.auth.exceptions.AuthenticationError
  - flytekit.clients.auth.exceptions.AuthenticationPending
- [Flytekit SDK > Packages > flytekit.clients.auth.keyring](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.keyring/page.md)
  - Directory
  - Classes
  - flytekit.clients.auth.keyring.Credentials
  - flytekit.clients.auth.keyring.KeyringStore
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.auth.token_client](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.auth.token_client/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.clients.auth.token_client.DeviceCodeResponse
  - Methods
  - flytekit.clients.auth.token_client.GrantType
- [Flytekit SDK > Packages > flytekit.clients.friendly](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.friendly/page.md)
  - Directory
  - Classes
  - Variables
  - flytekit.clients.friendly.SynchronousFlyteClient
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.grpc_utils.auth_interceptor](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.grpc_utils.auth_interceptor/page.md)
  - Directory
  - Classes
  - flytekit.clients.grpc_utils.auth_interceptor.AuthUnaryInterceptor
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.grpc_utils.default_metadata_interceptor](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.grpc_utils.default_metadata_interceptor/page.md)
  - Directory
  - Classes
  - flytekit.clients.grpc_utils.default_metadata_interceptor.DefaultMetadataInterceptor
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.grpc_utils.wrap_exception_interceptor](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.grpc_utils.wrap_exception_interceptor/page.md)
  - Directory
  - Classes
  - flytekit.clients.grpc_utils.wrap_exception_interceptor.RetryExceptionWrapperInterceptor
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.helpers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.helpers/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.clients.raw](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clients.raw/page.md)
  - Directory
  - Classes
  - flytekit.clients.raw.RawSynchronousFlyteClient
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.helpers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.helpers/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.backfill](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.backfill/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.constants/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.executions](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.executions/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.helpers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.helpers/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.metrics](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.metrics/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.package](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.package/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.serialize](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.serialize/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.clis.sdk_in_container.serialize.SerializationMode
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.serve](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.serve/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.sdk_in_container.utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.sdk_in_container.utils/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.clis.sdk_in_container.utils.ErrorHandlingCommand
  - Properties
  - Methods
  - flytekit.clis.sdk_in_container.utils.PyFlyteParams
  - Methods
- [Flytekit SDK > Packages > flytekit.clis.version](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.clis.version/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.configuration](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration/page.md)
  - Flytekit Configuration Sources
  - Command Line Arguments
  - Python Config Object
  - Environment Variables
  - YAML Format Configuration File
  - INI Format Configuration File
  - How is configuration used?
  - Configuration Objects
  - Serialization Time Settings
  - Execution Time Settings
  - Directory
  - Classes
  - Variables
  - flytekit.configuration.AuthType
  - flytekit.configuration.AzureBlobStorageConfig
  - Methods
  - flytekit.configuration.Config
  - Methods
  - flytekit.configuration.DataConfig
  - Methods
  - flytekit.configuration.EntrypointSettings
  - Methods
  - flytekit.configuration.FastSerializationSettings
  - Methods
  - flytekit.configuration.GCSConfig
  - Methods
  - flytekit.configuration.GenericPersistenceConfig
  - Methods
  - flytekit.configuration.Image
  - Properties
  - Methods
  - flytekit.configuration.ImageConfig
  - Methods
  - flytekit.configuration.LocalConfig
  - Methods
  - flytekit.configuration.PlatformConfig
  - Methods
  - flytekit.configuration.S3Config
  - Methods
  - flytekit.configuration.SecretsConfig
  - Methods
  - flytekit.configuration.SerializationSettings
  - Properties
  - Methods
  - flytekit.configuration.StatsConfig
  - Methods
  - flytekit.configuration.TaskConfig
  - Methods
- [Flytekit SDK > Packages > flytekit.configuration.default_images](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration.default_images/page.md)
  - Directory
  - Classes
  - Variables
  - flytekit.configuration.default_images.DefaultImages
  - Methods
  - flytekit.configuration.default_images.PythonVersion
- [Flytekit SDK > Packages > flytekit.configuration.feature_flags](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration.feature_flags/page.md)
  - Directory
  - Classes
  - flytekit.configuration.feature_flags.FeatureFlags
- [Flytekit SDK > Packages > flytekit.configuration.file](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration.file/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.configuration.file.ConfigEntry
  - Methods
  - flytekit.configuration.file.ConfigFile
  - Properties
  - Methods
  - flytekit.configuration.file.LegacyConfigEntry
  - Methods
  - flytekit.configuration.file.YamlConfigEntry
  - Methods
- [Flytekit SDK > Packages > flytekit.configuration.internal](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration.internal/page.md)
  - Directory
  - Classes
  - flytekit.configuration.internal.AWS
  - flytekit.configuration.internal.AZURE
  - flytekit.configuration.internal.Credentials
  - flytekit.configuration.internal.GCP
  - flytekit.configuration.internal.Images
  - Methods
  - flytekit.configuration.internal.Local
  - flytekit.configuration.internal.LocalSDK
  - flytekit.configuration.internal.Persistence
  - flytekit.configuration.internal.Platform
  - flytekit.configuration.internal.Secrets
  - flytekit.configuration.internal.StatsD
- [Flytekit SDK > Packages > flytekit.configuration.plugin](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.configuration.plugin/page.md)
  - Directory
  - Classes
  - Protocols
  - Methods
  - Methods
  - flytekit.configuration.plugin.FlytekitPlugin
  - Methods
  - flytekit.configuration.plugin.FlytekitPluginProtocol
  - Methods
- [Flytekit SDK > Packages > flytekit.constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.constants/page.md)
  - Directory
  - Classes
  - flytekit.constants.CopyFileDetection
- [Flytekit SDK > Packages > flytekit.core.annotation](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.annotation/page.md)
  - Directory
  - Classes
  - flytekit.core.annotation.FlyteAnnotation
  - Properties
- [Flytekit SDK > Packages > flytekit.core.array_node](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.array_node/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.core.array_node.ArrayNode
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.core.array_node_map_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.array_node_map_task/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.core.array_node_map_task.ArrayNodeMapTask
  - Properties
  - Methods
  - flytekit.core.array_node_map_task.ArrayNodeMapTaskResolver
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.core.artifact](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.artifact/page.md)
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- [Flytekit SDK > Packages > flytekit.core.artifact_utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.artifact_utils/page.md)
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- [Flytekit SDK > Packages > flytekit.core.base_sql_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.base_sql_task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.constants/page.md)
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- [Flytekit SDK > Packages > flytekit.core.data_persistence](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.data_persistence/page.md)
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- [Flytekit SDK > Packages > flytekit.core.gate](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.gate/page.md)
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- [Flytekit SDK > Packages > flytekit.core.hash](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.hash/page.md)
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- [Flytekit SDK > Packages > flytekit.core.interface](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.interface/page.md)
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- [Flytekit SDK > Packages > flytekit.core.launch_plan](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.launch_plan/page.md)
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- [Flytekit SDK > Packages > flytekit.core.legacy_map_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.legacy_map_task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.local_cache](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.local_cache/page.md)
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- [Flytekit SDK > Packages > flytekit.core.mock_stats](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.mock_stats/page.md)
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- [Flytekit SDK > Packages > flytekit.core.node](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.node/page.md)
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- [Flytekit SDK > Packages > flytekit.core.options](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.options/page.md)
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- [Flytekit SDK > Packages > flytekit.core.pod_template](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.pod_template/page.md)
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- [Flytekit SDK > Packages > flytekit.core.promise](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.promise/page.md)
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- [Flytekit SDK > Packages > flytekit.core.python_auto_container](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.python_auto_container/page.md)
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- [Flytekit SDK > Packages > flytekit.core.python_customized_container_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.python_customized_container_task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.python_function_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.python_function_task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.reference](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.reference/page.md)
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- [Flytekit SDK > Packages > flytekit.core.reference_entity](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.reference_entity/page.md)
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- [Flytekit SDK > Packages > flytekit.core.resources](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.resources/page.md)
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- [Flytekit SDK > Packages > flytekit.core.schedule](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.schedule/page.md)
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- [Flytekit SDK > Packages > flytekit.core.shim_task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.shim_task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.task/page.md)
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- [Flytekit SDK > Packages > flytekit.core.testing](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.testing/page.md)
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- [Flytekit SDK > Packages > flytekit.core.tracked_abc](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.tracked_abc/page.md)
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- [Flytekit SDK > Packages > flytekit.core.tracker](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.tracker/page.md)
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- [Flytekit SDK > Packages > flytekit.core.type_engine](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.type_engine/page.md)
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- [Flytekit SDK > Packages > flytekit.core.type_helpers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.type_helpers/page.md)
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- [Flytekit SDK > Packages > flytekit.core.type_match_checking](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.type_match_checking/page.md)
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- [Flytekit SDK > Packages > flytekit.core.utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.utils/page.md)
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- [Flytekit SDK > Packages > flytekit.core.worker_queue](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.worker_queue/page.md)
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- [Flytekit SDK > Packages > flytekit.core.workflow](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.core.workflow/page.md)
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- [Flytekit SDK > Packages > flytekit.deck.deck](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.deck.deck/page.md)
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- [Flytekit SDK > Packages > flytekit.deck.renderer](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.deck.renderer/page.md)
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- [Flytekit SDK > Packages > flytekit.exceptions.base](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.exceptions.base/page.md)
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- [Flytekit SDK > Packages > flytekit.exceptions.scopes](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.exceptions.scopes/page.md)
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- [Flytekit SDK > Packages > flytekit.exceptions.system](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.exceptions.system/page.md)
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- [Flytekit SDK > Packages > flytekit.exceptions.user](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.exceptions.user/page.md)
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- [Flytekit SDK > Packages > flytekit.exceptions.utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.exceptions.utils/page.md)
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- [Flytekit SDK > Packages > flytekit.experimental.eager_function](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.experimental.eager_function/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extend.backend.base_connector](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extend.backend.base_connector/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extend.backend.connector_service](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extend.backend.connector_service/page.md)
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- [Flytekit SDK > Packages > flytekit.extend.backend.utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extend.backend.utils/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.accelerators](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.accelerators/page.md)
  - Specifying Accelerators
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- [Flytekit SDK > Packages > flytekit.extras.cloud_pickle_resolver](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.cloud_pickle_resolver/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.pydantic_transformer.transformer](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.pydantic_transformer.transformer/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.pytorch.checkpoint](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.pytorch.checkpoint/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.pytorch.native](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.pytorch.native/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.sklearn.native](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.sklearn.native/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.sqlite3.task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.sqlite3.task/page.md)
  - Directory
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  - flytekit.extras.sqlite3.task.SQLite3Config
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  - Properties
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- [Flytekit SDK > Packages > flytekit.extras.tasks.shell](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.tasks.shell/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.tensorflow.model](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.tensorflow.model/page.md)
  - Directory
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  - flytekit.extras.tensorflow.model.TensorFlowModelTransformer
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- [Flytekit SDK > Packages > flytekit.extras.tensorflow.record](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.tensorflow.record/page.md)
  - Directory
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  - flytekit.extras.tensorflow.record.TFRecordDatasetConfig
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- [Flytekit SDK > Packages > flytekit.extras.webhook](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.webhook/page.md)
  - Directory
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  - flytekit.extras.webhook.WebhookConnector
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- [Flytekit SDK > Packages > flytekit.extras.webhook.connector](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.webhook.connector/page.md)
  - Directory
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  - flytekit.extras.webhook.connector.WebhookConnector
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- [Flytekit SDK > Packages > flytekit.extras.webhook.constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.webhook.constants/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.extras.webhook.task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.extras.webhook.task/page.md)
  - Directory
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  - flytekit.extras.webhook.task.WebhookTask
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- [Flytekit SDK > Packages > flytekit.image_spec.default_builder](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.image_spec.default_builder/page.md)
  - Directory
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  - flytekit.image_spec.default_builder.DefaultImageBuilder
  - Methods
- [Flytekit SDK > Packages > flytekit.image_spec.image_spec](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.image_spec.image_spec/page.md)
  - Directory
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  - flytekit.image_spec.image_spec.ImageBuildEngine
  - Methods
  - flytekit.image_spec.image_spec.ImageSpec
  - Properties
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  - flytekit.image_spec.image_spec.ImageSpecBuilder
  - Methods
- [Flytekit SDK > Packages > flytekit.image_spec.noop_builder](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.image_spec.noop_builder/page.md)
  - Directory
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  - flytekit.image_spec.noop_builder.NoOpBuilder
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- [Flytekit SDK > Packages > flytekit.interaction.click_types](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interaction.click_types/page.md)
  - Directory
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  - flytekit.interaction.click_types.DateTimeType
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  - Properties
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  - Methods
  - flytekit.interaction.click_types.StructuredDatasetParamType
  - Methods
  - flytekit.interaction.click_types.UnionParamType
  - Properties
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- [Flytekit SDK > Packages > flytekit.interaction.parse_stdin](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interaction.parse_stdin/page.md)
  - Directory
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  - Methods
- [Flytekit SDK > Packages > flytekit.interaction.rich_utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interaction.rich_utils/page.md)
  - Directory
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  - flytekit.interaction.rich_utils.RichCallback
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- [Flytekit SDK > Packages > flytekit.interaction.string_literals](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interaction.string_literals/page.md)
  - Directory
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  - Methods
- [Flytekit SDK > Packages > flytekit.interactive](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.interactive.constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive.constants/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.interactive.utils](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive.utils/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.interactive.vscode_lib.config](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive.vscode_lib.config/page.md)
  - Directory
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  - flytekit.interactive.vscode_lib.config.VscodeConfig
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- [Flytekit SDK > Packages > flytekit.interactive.vscode_lib.decorator](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive.vscode_lib.decorator/page.md)
  - Directory
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  - flytekit.interactive.vscode_lib.decorator.vscode
  - Methods
- [Flytekit SDK > Packages > flytekit.interactive.vscode_lib.vscode_constants](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interactive.vscode_lib.vscode_constants/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.interfaces.cli_identifiers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interfaces.cli_identifiers/page.md)
  - Directory
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  - flytekit.interfaces.cli_identifiers.Identifier
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  - flytekit.interfaces.cli_identifiers.TaskExecutionIdentifier
  - Properties
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  - Properties
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- [Flytekit SDK > Packages > flytekit.interfaces.random](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interfaces.random/page.md)
  - Directory
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  - Methods
- [Flytekit SDK > Packages > flytekit.interfaces.stats.client](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interfaces.stats.client/page.md)
  - Directory
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  - flytekit.interfaces.stats.client.DummyStatsClient
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  - Methods
- [Flytekit SDK > Packages > flytekit.interfaces.stats.taggable](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.interfaces.stats.taggable/page.md)
  - Directory
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  - flytekit.interfaces.stats.taggable.TaggableStats
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- [Flytekit SDK > Packages > flytekit.lazy_import.lazy_module](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.lazy_import.lazy_module/page.md)
  - Directory
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  - Methods
- [Flytekit SDK > Packages > flytekit.loggers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.loggers/page.md)
  - Directory
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- [Flytekit SDK > Packages > flytekit.models.admin.common](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.admin.common/page.md)
  - Directory
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  - flytekit.models.admin.common.Sort
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- [Flytekit SDK > Packages > flytekit.models.admin.task_execution](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.admin.task_execution/page.md)
  - Directory
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  - flytekit.models.admin.task_execution.TaskExecution
  - Properties
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  - flytekit.models.admin.task_execution.TaskExecutionClosure
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.admin.workflow](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.admin.workflow/page.md)
  - Directory
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  - flytekit.models.admin.workflow.Workflow
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  - flytekit.models.admin.workflow.WorkflowClosure
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  - Properties
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- [Flytekit SDK > Packages > flytekit.models.annotation](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.annotation/page.md)
  - Directory
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  - flytekit.models.annotation.TypeAnnotation
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- [Flytekit SDK > Packages > flytekit.models.array_job](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.array_job/page.md)
  - Directory
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  - flytekit.models.array_job.ArrayJob
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.common](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.common/page.md)
  - Directory
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  - flytekit.models.common.Annotations
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  - Properties
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  - flytekit.models.common.Envs
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  - Properties
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  - flytekit.models.common.FlyteIdlEntity
  - Properties
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  - Methods
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  - Properties
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  - flytekit.models.common.NamedEntityIdentifier
  - Properties
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  - flytekit.models.common.Notification
  - Properties
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  - flytekit.models.common.PagerDutyNotification
  - Properties
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  - flytekit.models.common.RawOutputDataConfig
  - Properties
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  - flytekit.models.common.SlackNotification
  - Properties
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  - flytekit.models.common.UrlBlob
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.concurrency](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.concurrency/page.md)
  - Directory
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  - flytekit.models.concurrency.ConcurrencyLimitBehavior
  - Methods
  - flytekit.models.concurrency.ConcurrencyPolicy
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.catalog](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.catalog/page.md)
  - Directory
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  - flytekit.models.core.catalog.CatalogArtifactTag
  - Properties
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  - flytekit.models.core.catalog.CatalogMetadata
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.compiler](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.compiler/page.md)
  - Directory
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  - flytekit.models.core.compiler.CompiledTask
  - Properties
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  - flytekit.models.core.compiler.CompiledWorkflow
  - Properties
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  - flytekit.models.core.compiler.CompiledWorkflowClosure
  - Properties
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  - flytekit.models.core.compiler.ConnectionSet
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.condition](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.condition/page.md)
  - Directory
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  - flytekit.models.core.condition.BooleanExpression
  - Properties
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  - flytekit.models.core.condition.ComparisonExpression
  - Properties
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  - flytekit.models.core.condition.ConjunctionExpression
  - Properties
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  - flytekit.models.core.condition.Operand
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.errors](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.errors/page.md)
  - Directory
  - Classes
  - flytekit.models.core.errors.ContainerError
  - Properties
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  - flytekit.models.core.errors.ErrorDocument
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.execution](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.execution/page.md)
  - Directory
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  - flytekit.models.core.execution.ExecutionError
  - Properties
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  - flytekit.models.core.execution.NodeExecutionPhase
  - Methods
  - flytekit.models.core.execution.TaskExecutionPhase
  - Methods
  - flytekit.models.core.execution.TaskLog
  - Properties
  - Methods
  - flytekit.models.core.execution.WorkflowExecutionPhase
  - Methods
- [Flytekit SDK > Packages > flytekit.models.core.identifier](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.identifier/page.md)
  - Directory
  - Classes
  - flytekit.models.core.identifier.Identifier
  - Properties
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  - flytekit.models.core.identifier.NodeExecutionIdentifier
  - Properties
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  - flytekit.models.core.identifier.ResourceType
  - flytekit.models.core.identifier.SignalIdentifier
  - Properties
  - Methods
  - flytekit.models.core.identifier.TaskExecutionIdentifier
  - Properties
  - Methods
  - flytekit.models.core.identifier.WorkflowExecutionIdentifier
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.models.core.types](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.types/page.md)
  - Directory
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  - flytekit.models.core.types.BlobType
  - Properties
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  - flytekit.models.core.types.EnumType
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.core.workflow](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.core.workflow/page.md)
  - Directory
  - Classes
  - flytekit.models.core.workflow.Alias
  - Properties
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  - flytekit.models.core.workflow.ApproveCondition
  - Properties
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  - flytekit.models.core.workflow.ArrayNode
  - Properties
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  - flytekit.models.core.workflow.BranchNode
  - Properties
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  - flytekit.models.core.workflow.GateNode
  - Properties
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  - flytekit.models.core.workflow.IfBlock
  - Properties
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  - flytekit.models.core.workflow.IfElseBlock
  - Properties
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  - flytekit.models.core.workflow.Node
  - Properties
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  - flytekit.models.core.workflow.NodeMetadata
  - Properties
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  - flytekit.models.core.workflow.SignalCondition
  - Properties
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  - flytekit.models.core.workflow.SleepCondition
  - Properties
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  - flytekit.models.core.workflow.TaskNode
  - Properties
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  - flytekit.models.core.workflow.TaskNodeOverrides
  - Properties
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  - flytekit.models.core.workflow.WorkflowMetadata
  - Properties
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  - flytekit.models.core.workflow.WorkflowMetadataDefaults
  - Properties
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  - flytekit.models.core.workflow.WorkflowNode
  - Properties
  - Methods
  - flytekit.models.core.workflow.WorkflowTemplate
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.models.documentation](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.documentation/page.md)
  - Directory
  - Classes
  - flytekit.models.documentation.Description
  - Properties
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  - flytekit.models.documentation.Documentation
  - Properties
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  - flytekit.models.documentation.SourceCode
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.domain](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.domain/page.md)
  - Directory
  - Classes
  - flytekit.models.domain.Domain
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.dynamic_job](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.dynamic_job/page.md)
  - Directory
  - Classes
  - flytekit.models.dynamic_job.DynamicJobSpec
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.event](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.event/page.md)
  - Directory
  - Classes
  - flytekit.models.event.TaskExecutionMetadata
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.execution](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.execution/page.md)
  - Directory
  - Classes
  - flytekit.models.execution.AbortMetadata
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  - Properties
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  - Properties
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  - flytekit.models.execution.ExecutionClosure
  - Properties
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  - flytekit.models.execution.ExecutionMetadata
  - Properties
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  - flytekit.models.execution.ExecutionSpec
  - Properties
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  - flytekit.models.execution.LiteralMapBlob
  - Properties
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  - flytekit.models.execution.NodeExecutionGetDataResponse
  - Properties
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  - Properties
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  - flytekit.models.execution.SystemMetadata
  - Properties
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  - flytekit.models.execution.TaskExecutionGetDataResponse
  - Properties
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  - flytekit.models.execution.WorkflowExecutionGetDataResponse
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.filters](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.filters/page.md)
  - Directory
  - Classes
  - flytekit.models.filters.Contains
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  - flytekit.models.filters.Equal
  - Properties
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  - Properties
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  - flytekit.models.filters.FilterList
  - Properties
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  - flytekit.models.filters.GreaterThan
  - Properties
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  - flytekit.models.filters.GreaterThanOrEqual
  - Properties
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  - flytekit.models.filters.LessThan
  - Properties
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  - flytekit.models.filters.LessThanOrEqual
  - Properties
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  - flytekit.models.filters.NotEqual
  - Properties
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  - flytekit.models.filters.SetFilter
  - Properties
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  - flytekit.models.filters.ValueIn
  - Properties
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  - flytekit.models.filters.ValueNotIn
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.interface](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.interface/page.md)
  - Directory
  - Classes
  - flytekit.models.interface.Parameter
  - Properties
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  - flytekit.models.interface.ParameterMap
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  - Properties
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  - flytekit.models.interface.Variable
  - Properties
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  - flytekit.models.interface.VariableMap
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.launch_plan](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.launch_plan/page.md)
  - Directory
  - Classes
  - flytekit.models.launch_plan.Auth
  - Properties
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  - flytekit.models.launch_plan.LaunchPlan
  - Properties
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  - flytekit.models.launch_plan.LaunchPlanClosure
  - Properties
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  - flytekit.models.launch_plan.LaunchPlanMetadata
  - Properties
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  - flytekit.models.launch_plan.LaunchPlanSpec
  - Properties
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  - flytekit.models.launch_plan.LaunchPlanState
  - Methods
- [Flytekit SDK > Packages > flytekit.models.literals](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.literals/page.md)
  - Directory
  - Classes
  - flytekit.models.literals.Binary
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  - flytekit.models.literals.Binding
  - Properties
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  - flytekit.models.literals.BindingData
  - Properties
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  - flytekit.models.literals.BindingDataCollection
  - Properties
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  - flytekit.models.literals.BindingDataMap
  - Properties
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  - flytekit.models.literals.Blob
  - Properties
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  - flytekit.models.literals.BlobMetadata
  - Properties
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  - flytekit.models.literals.Literal
  - Properties
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  - flytekit.models.literals.LiteralCollection
  - Properties
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  - flytekit.models.literals.LiteralMap
  - Properties
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  - flytekit.models.literals.LiteralOffloadedMetadata
  - Properties
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  - Properties
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  - Properties
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  - flytekit.models.literals.Scalar
  - Properties
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  - Properties
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  - flytekit.models.literals.StructuredDataset
  - Properties
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  - flytekit.models.literals.StructuredDatasetMetadata
  - Properties
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  - flytekit.models.literals.Union
  - Properties
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  - flytekit.models.literals.Void
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.matchable_resource](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.matchable_resource/page.md)
  - Directory
  - Classes
  - flytekit.models.matchable_resource.ClusterResourceAttributes
  - Properties
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  - flytekit.models.matchable_resource.ExecutionClusterLabel
  - Properties
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  - flytekit.models.matchable_resource.ExecutionQueueAttributes
  - Properties
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  - flytekit.models.matchable_resource.MatchableResource
  - Methods
  - flytekit.models.matchable_resource.MatchingAttributes
  - Properties
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  - flytekit.models.matchable_resource.PluginOverride
  - Properties
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  - flytekit.models.matchable_resource.PluginOverrides
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.named_entity](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.named_entity/page.md)
  - Directory
  - Classes
  - flytekit.models.named_entity.NamedEntityIdentifier
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  - flytekit.models.named_entity.NamedEntityMetadata
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  - flytekit.models.named_entity.NamedEntityState
  - Methods
- [Flytekit SDK > Packages > flytekit.models.node_execution](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.node_execution/page.md)
  - Directory
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  - flytekit.models.node_execution.DynamicWorkflowNodeMetadata
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  - Properties
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  - Properties
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  - flytekit.models.node_execution.TaskNodeMetadata
  - Properties
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  - flytekit.models.node_execution.WorkflowNodeMetadata
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.presto](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.presto/page.md)
  - Directory
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  - flytekit.models.presto.PrestoQuery
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.project](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.project/page.md)
  - Directory
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  - flytekit.models.project.Project
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- [Flytekit SDK > Packages > flytekit.models.qubole](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.qubole/page.md)
  - Directory
  - Classes
  - flytekit.models.qubole.HiveQuery
  - Properties
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  - flytekit.models.qubole.HiveQueryCollection
  - Properties
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  - Properties
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- [Flytekit SDK > Packages > flytekit.models.schedule](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.schedule/page.md)
  - Directory
  - Classes
  - flytekit.models.schedule.Schedule
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.security](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.security/page.md)
  - Directory
  - Classes
  - flytekit.models.security.Identity
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  - flytekit.models.security.OAuth2Client
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  - flytekit.models.security.OAuth2TokenRequest
  - Properties
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  - flytekit.models.security.Secret
  - Properties
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  - flytekit.models.security.SecurityContext
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.task](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.task/page.md)
  - Directory
  - Classes
  - flytekit.models.task.CompiledTask
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  - flytekit.models.task.Container
  - Properties
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  - flytekit.models.task.DataLoadingConfig
  - Properties
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  - flytekit.models.task.IOStrategy
  - Properties
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  - flytekit.models.task.K8sObjectMetadata
  - Properties
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  - flytekit.models.task.K8sPod
  - Properties
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  - flytekit.models.task.Resources
  - Properties
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  - Properties
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  - flytekit.models.task.Sql
  - Properties
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  - flytekit.models.task.Task
  - Properties
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  - flytekit.models.task.TaskClosure
  - Properties
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  - flytekit.models.task.TaskExecutionMetadata
  - Properties
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  - flytekit.models.task.TaskMetadata
  - Properties
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  - flytekit.models.task.TaskSpec
  - Properties
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  - flytekit.models.task.TaskTemplate
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.models.types](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.types/page.md)
  - Directory
  - Classes
  - flytekit.models.types.Error
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  - flytekit.models.types.LiteralType
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  - Properties
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  - flytekit.models.types.SchemaType
  - Properties
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  - flytekit.models.types.SimpleType
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  - Properties
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  - flytekit.models.types.TypeStructure
  - Properties
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  - flytekit.models.types.UnionType
  - Properties
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- [Flytekit SDK > Packages > flytekit.models.workflow_closure](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.models.workflow_closure/page.md)
  - Directory
  - Classes
  - flytekit.models.workflow_closure.WorkflowClosure
  - Properties
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- [Flytekit SDK > Packages > flytekit.remote.backfill](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.backfill/page.md)
  - Directory
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  - Methods
- [Flytekit SDK > Packages > flytekit.remote.data](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.data/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.remote.entities](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.entities/page.md)
  - Directory
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  - flytekit.remote.entities.FlyteArrayNode
  - Properties
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  - flytekit.remote.entities.FlyteBranchNode
  - Properties
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  - Properties
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  - flytekit.remote.entities.FlyteLaunchPlan
  - Properties
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  - flytekit.remote.entities.FlyteNode
  - Properties
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  - flytekit.remote.entities.FlyteTask
  - Properties
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  - flytekit.remote.entities.FlyteTaskNode
  - Properties
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  - flytekit.remote.entities.FlyteWorkflow
  - Properties
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  - flytekit.remote.entities.FlyteWorkflowNode
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.remote.executions](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.executions/page.md)
  - Directory
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  - flytekit.remote.executions.FlyteNodeExecution
  - Properties
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  - flytekit.remote.executions.FlyteTaskExecution
  - Properties
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  - flytekit.remote.executions.FlyteWorkflowExecution
  - Properties
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  - flytekit.remote.executions.RemoteExecutionBase
  - Properties
- [Flytekit SDK > Packages > flytekit.remote.interface](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.interface/page.md)
  - Directory
  - Classes
  - flytekit.remote.interface.TypedInterface
  - Properties
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- [Flytekit SDK > Packages > flytekit.remote.lazy_entity](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.lazy_entity/page.md)
  - Directory
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  - Variables
  - flytekit.remote.lazy_entity.LazyEntity
  - Properties
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- [Flytekit SDK > Packages > flytekit.remote.metrics](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.metrics/page.md)
  - Directory
  - Classes
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  - Methods
  - flytekit.remote.metrics.FlyteExecutionSpan
  - Properties
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- [Flytekit SDK > Packages > flytekit.remote.remote](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.remote/page.md)
  - Directory
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  - flytekit.remote.remote.FlyteRemote
  - Properties
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  - flytekit.remote.remote.RegistrationSkipped
  - flytekit.remote.remote.ResolvedIdentifiers
- [Flytekit SDK > Packages > flytekit.remote.remote_callable](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.remote_callable/page.md)
  - Directory
  - Classes
  - flytekit.remote.remote_callable.RemoteEntity
  - Properties
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- [Flytekit SDK > Packages > flytekit.remote.remote_fs](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.remote.remote_fs/page.md)
  - Directory
  - Classes
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  - flytekit.remote.remote_fs.FlyteFS
  - Properties
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  - flytekit.remote.remote_fs.FlytePathResolver
  - Methods
  - flytekit.remote.remote_fs.HttpFileWriter
  - Properties
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- [Flytekit SDK > Packages > flytekit.sensor.base_sensor](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.sensor.base_sensor/page.md)
  - Directory
  - Classes
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  - flytekit.sensor.base_sensor.BaseSensor
  - Properties
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  - flytekit.sensor.base_sensor.SensorConfig
  - Methods
  - flytekit.sensor.base_sensor.SensorMetadata
  - Methods
- [Flytekit SDK > Packages > flytekit.sensor.file_sensor](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.sensor.file_sensor/page.md)
  - Directory
  - Classes
  - flytekit.sensor.file_sensor.FileSensor
  - Properties
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- [Flytekit SDK > Packages > flytekit.sensor.sensor_engine](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.sensor.sensor_engine/page.md)
  - Directory
  - Classes
  - flytekit.sensor.sensor_engine.SensorEngine
  - Properties
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- [Flytekit SDK > Packages > flytekit.tools.fast_registration](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.fast_registration/page.md)
  - Directory
  - Classes
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  - Variables
  - Methods
  - flytekit.tools.fast_registration.FastPackageOptions
- [Flytekit SDK > Packages > flytekit.tools.ignore](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.ignore/page.md)
  - Directory
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  - flytekit.tools.ignore.DockerIgnore
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  - Methods
  - flytekit.tools.ignore.Ignore
  - Methods
  - flytekit.tools.ignore.IgnoreGroup
  - Methods
  - flytekit.tools.ignore.StandardIgnore
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.interactive](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.interactive/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.module_loader](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.module_loader/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.repo](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.repo/page.md)
  - Directory
  - Errors
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  - Methods
  - flytekit.tools.repo.NoSerializableEntitiesError
- [Flytekit SDK > Packages > flytekit.tools.script_mode](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.script_mode/page.md)
  - Directory
  - Methods
  - Variables
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.serialize_helpers](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.serialize_helpers/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.subprocess](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.subprocess/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.tools.translator](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.tools.translator/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.types.directory](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.directory/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.types.directory.types](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.directory.types/page.md)
  - Directory
  - Classes
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  - Variables
  - Methods
  - flytekit.types.directory.types.FlyteDirToMultipartBlobTransformer
  - Properties
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  - flytekit.types.directory.types.FlyteDirectory
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.error.error](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.error.error/page.md)
  - Directory
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  - flytekit.types.error.error.ErrorTransformer
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  - flytekit.types.error.error.FlyteError
  - Methods
- [Flytekit SDK > Packages > flytekit.types.file](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.file/page.md)
  - Directory
  - Classes
  - flytekit.types.file.FileExt
  - Methods
- [Flytekit SDK > Packages > flytekit.types.file.file](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.file.file/page.md)
  - Directory
  - Classes
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  - Variables
  - Methods
  - flytekit.types.file.file.FlyteFile
  - Properties
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  - flytekit.types.file.file.FlyteFilePathTransformer
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.file.image](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.file.image/page.md)
  - Directory
  - Classes
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  - flytekit.types.file.image.PILImageTransformer
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.iterator.iterator](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.iterator.iterator/page.md)
  - Directory
  - Classes
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  - flytekit.types.iterator.iterator.FlyteIterator
  - flytekit.types.iterator.iterator.IteratorTransformer
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.iterator.json_iterator](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.iterator.json_iterator/page.md)
  - Directory
  - Classes
  - flytekit.types.iterator.json_iterator.JSONIterator
  - flytekit.types.iterator.json_iterator.JSONIteratorTransformer
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.numpy.ndarray](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.numpy.ndarray/page.md)
  - Directory
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  - Methods
  - flytekit.types.numpy.ndarray.NumpyArrayTransformer
  - Properties
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- [Flytekit SDK > Packages > flytekit.types.pickle.pickle](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.pickle.pickle/page.md)
  - Directory
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  - flytekit.types.pickle.pickle.FlytePickle
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  - flytekit.types.pickle.pickle.FlytePickleTransformer
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.types.schema.types](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.schema.types/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.types.schema.types.FlyteSchema
  - Properties
  - Methods
  - flytekit.types.schema.types.FlyteSchemaTransformer
  - Properties
  - Methods
  - flytekit.types.schema.types.LocalIOSchemaReader
  - Properties
  - Methods
  - flytekit.types.schema.types.LocalIOSchemaWriter
  - Properties
  - Methods
  - flytekit.types.schema.types.SchemaEngine
  - Methods
  - flytekit.types.schema.types.SchemaFormat
  - flytekit.types.schema.types.SchemaHandler
  - flytekit.types.schema.types.SchemaOpenMode
  - flytekit.types.schema.types.SchemaReader
  - Properties
  - Methods
  - flytekit.types.schema.types.SchemaWriter
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.types.schema.types_pandas](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.schema.types_pandas/page.md)
  - Directory
  - Classes
  - flytekit.types.schema.types_pandas.PandasDataFrameTransformer
  - Properties
  - Methods
  - flytekit.types.schema.types_pandas.PandasSchemaReader
  - Properties
  - Methods
  - flytekit.types.schema.types_pandas.PandasSchemaWriter
  - Properties
  - Methods
  - flytekit.types.schema.types_pandas.ParquetIO
  - Methods
- [Flytekit SDK > Packages > flytekit.types.structured](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.structured/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.types.structured.basic_dfs](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.structured.basic_dfs/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.types.structured.basic_dfs.ArrowToParquetEncodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.basic_dfs.CSVToPandasDecodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.basic_dfs.PandasToCSVEncodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.basic_dfs.PandasToParquetEncodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.basic_dfs.ParquetToArrowDecodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.basic_dfs.ParquetToPandasDecodingHandler
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.types.structured.bigquery](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.structured.bigquery/page.md)
  - Directory
  - Classes
  - Variables
  - flytekit.types.structured.bigquery.ArrowToBQEncodingHandlers
  - Properties
  - Methods
  - flytekit.types.structured.bigquery.BQToArrowDecodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.bigquery.BQToPandasDecodingHandler
  - Properties
  - Methods
  - flytekit.types.structured.bigquery.PandasToBQEncodingHandlers
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.types.structured.snowflake](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.structured.snowflake/page.md)
  - Directory
  - Classes
  - Methods
  - Variables
  - Methods
  - flytekit.types.structured.snowflake.PandasToSnowflakeEncodingHandlers
  - Properties
  - Methods
  - flytekit.types.structured.snowflake.SnowflakeToPandasDecodingHandler
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.types.structured.structured_dataset](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.types.structured.structured_dataset/page.md)
  - Directory
  - Classes
  - Errors
  - Methods
  - Variables
  - Methods
  - flytekit.types.structured.structured_dataset.DuplicateHandlerError
  - flytekit.types.structured.structured_dataset.StructuredDataset
  - Properties
  - Methods
  - flytekit.types.structured.structured_dataset.StructuredDatasetDecoder
  - Properties
  - Methods
  - flytekit.types.structured.structured_dataset.StructuredDatasetEncoder
  - Properties
  - Methods
  - flytekit.types.structured.structured_dataset.StructuredDatasetTransformerEngine
  - Properties
  - Methods
- [Flytekit SDK > Packages > flytekit.utils.asyn](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.utils.asyn/page.md)
  - Directory
  - Variables
- [Flytekit SDK > Packages > flytekit.utils.dict_formatter](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.utils.dict_formatter/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.utils.pbhash](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.utils.pbhash/page.md)
  - Directory
  - Methods
  - Methods
- [Flytekit SDK > Packages > flytekit.utils.rate_limiter](https://www.union.ai/docs/v1/flyte/api-reference/flytekit-sdk/packages/flytekit.utils.rate_limiter/page.md)
  - Directory
  - Classes
  - flytekit.utils.rate_limiter.RateLimiter
  - Methods

---

## Community

- [Joining the community](https://www.union.ai/docs/v1/flyte/community/joining-the-community/page.md)
  - Community sync
  - Contributor's sync
  - Newsletter
  - Slack guidelines
  - Abide by the [LF's Code of Conduct](https://lfprojects.org/policies/code-of-conduct/)
  - Avoid using DMs and @mentions
  - Make use of threads
  - Do not post the same question across multiple channels
  - Do not solicit members of our Slack
- [Contributing code](https://www.union.ai/docs/v1/flyte/community/contributing-code/page.md)
  - Becoming a contributor
  - Before submitting your PR
  - 🐞 File an issue
  - Component Reference
  - `flyte`
  - `flyteidl`
  - `flytepropeller`
  - `flyteadmin`
  - `flytekit`
  - `flyteconsole`
  - `datacatalog`
  - `flyteplugins`
  - `flytestdlib`
  - `flytectl`
  - Development Environment Setup Guide
  - Requirements
  - Content
  - How to setup dev environment for flyteidl, flyteadmin, flyteplugins, flytepropeller, datacatalog and flytestdlib?
  - How to setup dev environment for flytekit?
  - How to debug flytekit remote workflow?
  - How to setup dev environment for flyteconsole?
  - How to access Flyte UI, minio, postgres, k3s, and endpoints?
- [Contributing docs and examples](https://www.union.ai/docs/v1/flyte/community/contributing-docs/page.md)
  - The combined Flyte and Union docs site
  - Versions
  - Variants
  - Both Flyte and Union docs are open source
- [Contributing docs and examples > Quick start](https://www.union.ai/docs/v1/flyte/community/contributing-docs/quick-start/page.md)
  - Prerequisites
  - Clone the repository
  - Live preview
  - Distribution build
- [Contributing docs and examples > Variants](https://www.union.ai/docs/v1/flyte/community/contributing-docs/variants/page.md)
  - Variants at the whole-page level
  - Conditional rendering within a page
  - {{</* variant */>}}
  - {{</* key */>}}
  - Full example
  - Adding a new variant
  - Location
  - Creating a new variant
  - Testing the new variant
  - Building (just) the variant
- [Contributing docs and examples > Versions](https://www.union.ai/docs/v1/flyte/community/contributing-docs/versions/page.md)
  - Versions are branches
  - How to create an archive version
  - How to create an archive version
  - Publishing an archive version
- [Contributing docs and examples > Authoring](https://www.union.ai/docs/v1/flyte/community/contributing-docs/authoring/page.md)
  - Getting started
  - Target the right branch
  - Live preview
  - Pull Requests + Site Preview
  - Page Visibility
  - Page order
  - Page settings
  - Conditional Content
  - Warnings and Notices
  - Special Content Generation
  - Python Generated Content
  - Run on Union Instructions
  - Jupyter Notebooks
  - Mapped Keys (`{{</* key */>}}`)
  - Mermaid Graphs
- [Contributing docs and examples > Shortcodes](https://www.union.ai/docs/v1/flyte/community/contributing-docs/shortcodes/page.md)
  - How to specify a "shortcode"
  - Variants
  - Component Library
  - `{{</* audio */>}}`
  - `{{</* grid */>}}`
  - `{{</* variant */>}}`
  - `{{</* link-card */>}}`
  - `{{</* markdown */>}}`
  - `{{</* multiline */>}}`
  - `{{</* tabs */>}}` and `{{</* tab */>}}`
  - `{{</* key */>}}`
  - `{{</* download */>}}`
  - `{{</* docs_home */>}}`
  - `{{</* py_class_docsum */>}}`, `{{</* py_class_ref */>}}`, and `{{</* py_func_ref */>}}`
  - `{{</* icon name */>}}`
  - `{{</* code */>}}`
- [Contributing docs and examples > Redirects](https://www.union.ai/docs/v1/flyte/community/contributing-docs/redirects/page.md)
  - `docs.union.ai` redirects
  - `docs.flyte.org` redirects
- [Contributing docs and examples > API docs](https://www.union.ai/docs/v1/flyte/community/contributing-docs/api-docs/page.md)
  - API naming convention
  - Package Resource Resolution
  - Tips and Tricks
- [Contributing docs and examples > Publishing](https://www.union.ai/docs/v1/flyte/community/contributing-docs/publishing/page.md)
  - Requirements
  - Managing the Tutorial Pages
  - Building and running locally
  - Building Production
  - Testing Production Build
  - Developer Experience
  - Controlling Development Environment
  - Changing 'variants'
  - Troubleshootting
  - Identifying Problems: Missing Content
  - Identifying Problems: Page Visibility
  - Building Production
  - Testing Production Build
- [Roadmap](https://www.union.ai/docs/v1/flyte/community/roadmap/page.md)
  - How the Community Works
  - Milestones and Release Processes
  - Release Cadence
  - Versioning Scheme
  - Release Branches and Patching
  - Documentation Versioning
  - Planning Process
  - Quarterly Planning
  - Change Management
  - Issue Lifecycle
  - Browse Features and Issues
  - Issues by Theme
  - Issues by Components
- [Troubleshooting guide](https://www.union.ai/docs/v1/flyte/community/troubleshooting/page.md)
  - Debugging Common Execution Errors
  - Error: Cannot connect to the Docker daemon at unix:///var/run/docker.sock. Is the docker daemon running?
  - message: '0/1 nodes are available: 1 Insufficient cpu. preemption: 0/1 nodes are available: 1 No preemption victims found for incoming pod.'
  - terminated with exit code (137). Reason [OOMKilled]
  - Error: ImagePullBackOff
  - Issues Running Workloads
  - OPENSSL_internal:WRONG_VERSION_NUMBER
  - ModuleNotFoundError
  - An error occurred (AccessDenied) when calling the PutObject operation in an EKS deployment
  - FlyteScopedUserException: 'JavaPackage' object is not callable when running a Spark task
  - authentication handshake failed: x509: "Kubernetes Ingress Controller Fake Certificate" certificate is not trusted when deploying flyte-core to your own Kubernetes cluster

---

## Architecture

- [Registration](https://www.union.ai/docs/v1/flyte/architecture/registration/page.md)
  - Typical Flow
  - Registration in the Backend
- [Executions](https://www.union.ai/docs/v1/flyte/architecture/executions/page.md)
  - Typical Flow Using Flytectl
- [Workflow state transitions](https://www.union.ai/docs/v1/flyte/architecture/workflow-state-transitions/page.md)
  - Workflow States
  - Node States
  - Task States
- [Workflow timeline](https://www.union.ai/docs/v1/flyte/architecture/workflow-timeline/page.md)
  - Acceptance Latency
  - Transition Latency
  - Queuing Latency
  - Completion Latency
  - Overview of Various Latencies in FlytePropeller
- [Data handling](https://www.union.ai/docs/v1/flyte/architecture/data-handling/page.md)
  - Example
  - Raw data path
  - `LiteralType` and `Literal`
  - Serialization time
  - Runtime
  - Data movement
  - Between FlytePropeller and tasks
  - Between tasks
  - Practical example
  - Bringing in your own datastores for raw data
  - Deleting raw data in your own datastores
- [Data catalog](https://www.union.ai/docs/v1/flyte/architecture/data-catalog/page.md)
  - How Flyte memoizes task executions on data catalog
- [Versions](https://www.union.ai/docs/v1/flyte/architecture/versions/page.md)
  - Why do you need versioning?
  - Operational benefits of completely versioned workflows/pipelines
  - Why is versioning hard?
  - How is versioning tied to reproducibility?
  - What is the cost of versioning and reproducibility?
  - What is the best way to version your tasks and workflows?
- [Workflow lifecycle](https://www.union.ai/docs/v1/flyte/architecture/workflow-lifecycle/page.md)
  - Recap
- [Component Architecture](https://www.union.ai/docs/v1/flyte/architecture/component-architecture/page.md)
  - FlyteIDL
  - Planes
  - User Plane
  - Control Plane
  - Data Plane
  - Component Code Architecture
  - Component Code References
- [Component Architecture > FlytePropeller architecture](https://www.union.ai/docs/v1/flyte/architecture/component-architecture/flytepropeller_architecture/page.md)
  - Introduction
  - Components
  - FlyteAdmin
  - FlyteWorkflow CRD / K8s integration
  - WorkQueue/WorkerPool
  - WorkflowExecutor
  - NodeExecutor
  - NodeHandlers
  - FlyteAdmin events
  - FlytePlugins
- [Component Architecture > Flyte native scheduler architecture](https://www.union.ai/docs/v1/flyte/architecture/component-architecture/native_scheduler_architecture/page.md)
  - Introduction
  - Characteristics
  - Components
  - Schedule management
  - Scheduler
  - Snapshoter
  - CatchupAll-system
  - GOCronWrapper
  - Job executor
  - Monitoring
- [Control Plane](https://www.union.ai/docs/v1/flyte/architecture/control-plane/page.md)
- [Control Plane > Projects](https://www.union.ai/docs/v1/flyte/architecture/control-plane/projects/page.md)
- [Control Plane > Domains](https://www.union.ai/docs/v1/flyte/architecture/control-plane/domains/page.md)
- [Control Plane > Flyte Admin](https://www.union.ai/docs/v1/flyte/architecture/control-plane/admin/page.md)
  - Admin Structure
  - RPC
  - Manager {#manager}
  - Additional Components
  - Repository {#repository}
  - Models
  - Component Details
  - Async Processes {#async-processes}
  - Common
  - Data {#data}
  - Errors
  - Runtime {#runtime}
  - Workflow engine {#workflow-engine}
  - FlyteAdmin Service Background {#flyteadmin-service-background}
  - Entities
  - Execution entities
  - Platform entities
  - Using the Admin Service
  - Adding request filters
  - Adding sorting to requests
  - Sorting syntax
- [Control Plane > FlyteConsole](https://www.union.ai/docs/v1/flyte/architecture/control-plane/console/page.md)
  - Running FlyteConsole
  - Install Dependencies
  - Environment Variables
  - Run the Server
  - Development
  - Storybook
  - Protobuf and the Network tab
  - Debug Output
  - CORS Proxying {#cors-request-proxying}
- [Control Plane > Dynamic Job Spec](https://www.union.ai/docs/v1/flyte/architecture/control-plane/dynamic-job-spec/page.md)
  - Tasks
  - Subworkflows
  - Nodes
  - Outputs
- [Extending Flyte](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/page.md)
  - Define a Custom Type
  - Add a New Task Plugin
  - Flytekit-only task plugin
  - User Container vs. Pre-built Container Task Plugin
  - Backend Plugin
  - Flyte Connector Service
  - Summary
- [Extending Flyte > Custom types](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/custom-types/page.md)
- [Extending Flyte > Prebuilt container task plugins](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/prebuilt-container-task-plugins/page.md)
  - Usage
  - How to write a task
  - Python library
  - Defining a task
  - Executor
  - Image
- [Extending Flyte > User container task plugins](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/user-container-task-plugins/page.md)
  - Sensor plugin
  - Plugin API
  - Plugin structure
  - Config objects
  - Actual usage
- [Extending Flyte > Backend plugins](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/backend-plugins/page.md)
  - Basics
  - Interface specification
  - Flytekit plugin implementation
  - FlytePropeller backend plugin
- [Extending Flyte > Container interface](https://www.union.ai/docs/v1/flyte/architecture/extending-flyte/container-interface/page.md)
  - Command templating

---

## Platform deployment

- [Flyte deployment](https://www.union.ai/docs/v1/flyte/deployment/flyte-deployment/page.md)
- [Flyte deployment > Components of a Flyte deployment](https://www.union.ai/docs/v1/flyte/deployment/flyte-deployment/planning/page.md)
  - Kubernetes cluster
  - Relational Database
  - Object store
  - Optional dependencies
  - Ingress controller
  - DNS
  - SSL/TLS
  - Helm chart variants
  - Sandbox
  - flyte-binary
  - flyte-core
  - Additional resources
  - Terraform reference implementations
  - Support
- [Flyte deployment > Installing Flyte](https://www.union.ai/docs/v1/flyte/deployment/flyte-deployment/installing/page.md)
  - Verify the Installation
  - Port Forward Flyte Service
  - Connect to your Flyte instance
- [Flyte deployment > Multi-cluster](https://www.union.ai/docs/v1/flyte/deployment/flyte-deployment/multicluster/page.md)
  - Scaling Beyond Kubernetes
  - Prerequisites
  - Data Plane Deployment
  - Control Plane configuration
  - Configure Execution Cluster Labels
  - Project-domain execution labels
  - Configure a Specific Workflow mapping
  - Day 2 Operations
  - Add another Kubernetes cluster
- [Platform configuration](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/page.md)
- [Platform configuration > Configuring authentication](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-authentication/page.md)
  - Configuring the identity layer
  - Prerequisites
  - Configuring your IdP for OIDC
  - Apply the OIDC configuration to the Flyte backend
  - Configuring your IdP as an External Authorization Server
  - Okta
  - Keycloak
  - Microsoft Entra ID
  - Apply the external auth server configuration to Flyte
  - Configuring supported authorization flows
  - PKCE
  - Client Credentials
  - Device Code
  - Disable Helm secret management
  - Continuous Integration - CI
  - Flytekit / pyflyte
- [Platform configuration > Monitoring a Flyte deployment](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/monitoring/page.md)
  - Metrics for Executions
  - Flyte statistics schema
  - User Stats With Flyte
  - Use Published Dashboards to Monitor Flyte Deployment
  - Setup instructions
- [Platform configuration > Configuring logging links in the UI](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-logging-links-in-the-ui/page.md)
  - How to configure?
  - Example configurations
  - AWS Cloudwatch
  - Stackdriver (Google Cloud Logging)
  - Datadog
  - Kubernetes dashboard
  - Configure lifetime of logging links
  - Configure dynamic log links
- [Platform configuration > Configuring Access to GPUs](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-access-to-gpus/page.md)
  - Requesting a GPU with no device preference
  - How it works
  - Requesting a specific GPU device
  - How it works
  - Configuring the nodeSelector
  - Requesting a GPU partition
  - How it works
  - Additional use cases
  - Request an A100 device with no preference for partition configuration
  - Request an unpartitioned A100 device
- [Platform configuration > Configuring task pods with K8s PodTemplates](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-podtemplates/page.md)
  - A note about containers kinds
  - Compile-time PodTemplates
  - Runtime PodTemplates
  - Set the ``default-pod-template-name`` in FlytePropeller
  - Create a PodTemplate resource
  - Using ``pod_template_name`` in a Task
  - Flyte's K8s Plugin Configuration
  - Evaluation Order in PodTemplates
  - Example 1: Runtime PodTemplate and K8s Plugin Configuration
  - Example 2: A Runtime and Compile-time PodTemplates
  - Example 3: Runtime and Compile-time PodTemplates and K8s Plugin Configuration
- [Platform configuration > Cloud Events](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/cloud_events/page.md)
  - Use cases
  - Supported Implementations
  - Configuration
  - Helm values configuration
  - Usage
  - CloudEvent Spec
- [Platform configuration > Customizing project, domain, and workflow resources with flytectl](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/customizable_resources/page.md)
  - Configuring existing resources
  - About the resource hierarchy
  - Task resources
  - Customizing task resource configuration
  - Cluster resources
  - Workflow execution configuration
  - Execution queues
  - Adding new customizable resources
- [Platform configuration > Platform Events](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-platform-events/page.md)
  - Use cases
  - Supported Implementations
  - Configuration
  - AWS SNS
  - GCP Pub/Sub
  - Helm configuration
  - Usage
- [Platform configuration > Workflow notifications](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/configuring-notifications/page.md)
  - Usage
  - Setting up workflow notifications
  - AWS configuration
  - GCP configuration
  - Email notifications
  - Helm configuration
- [Platform configuration > Optimizing Performance](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/performance/page.md)
  - Introduction
  - Summarized steps of a workflow execution
  - Performance tuning at each stage
  - 1. Workers, the WorkQueue, and the evaluation loop
  - 2. Querying observed state
  - 3. Evaluating the DAG and reconciling state
  - 4. Recording execution status
  - 5. Report status to the control plane
  - Concurrency vs parallelism
  - Scaling out FlyteAdmin
  - Scaling out Datacatalog
  - Scaling out FlytePropeller
  - Sharded scale-out
  - Multi-Cluster mode
  - Improving etcd Performance
  - Offloading Static Workflow Information from CRD
- [Platform configuration > Flyte ResourceManager](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/resource_manager/page.md)
  - How Flyte plugins request resources
  - Plugin resource allocation
  - Plugin resource deallocation
  - Configuring ResourceManager to force runtime quota allocation constraints
- [Platform configuration > Secrets](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/secrets/page.md)
  - Creating secrets with a secrets manager
  - Prerequisites
  - Using secrets in tasks
  - Multiple keys grouped into one secret
  - Mounting secrets as files or environment variables
  - Testing with mock secrets
  - Using secrets in task templates
  - How secrets injection works
  - Secret discovery
  - Configuring a secret management system plugin
  - Helm Chart Config
  - AWS secrets manager
  - GCP secrets manager
  - Vault secrets manager
  - Scaling the webhook
  - Vertical scaling
  - Horizontal scaling
- [Platform configuration > Security Overview](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/security-overview/page.md)
  - Changes
  - Overriding base configuration
  - Running flyteadmin and flyteconsole on different domains
  - Modify FlyteAdmin Config
- [Platform configuration > Flyte API Playground: Swagger](https://www.union.ai/docs/v1/flyte/deployment/flyte-configuration/swagger/page.md)
- [Connector setup](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/page.md)
- [Connector setup > Airflow connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/airflow/page.md)
  - Specify connector configuration
  - Flyte binary
  - flyte-core
  - Upgrade the Helm release
- [Connector setup > Google BigQuery connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/bigquery/page.md)
  - Set up the GCP Flyte cluster
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - Upgrade the Helm release
- [Connector setup > ChatGPT connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/chatgpt/page.md)
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - Add the OpenAI API token
  - Upgrade the Helm release
- [Connector setup > Databricks connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/databricks/page.md)
  - Spin up a cluster
  - Flyte binary
  - Flyte core
  - Databricks workspace
  - Create an instance profile using the AWS console (For AWS Users)
  - Locate the IAM role that created the Databricks deployment
  - Edit the IAM role that created the Databricks deployment
  - Specify connector configuration
  - Flyte binary
  - Add the Databricks access token
  - Upgrade the deployment
  - Flyte binary
- [Connector setup > Page](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/k8sservice/page.md)
  - Kubernetes (K8s) Data Service Connector
  - Spin up a cluster
  - Specify connector configuration
  - Setup the RBAC
  - Upgrade the deployment
- [Connector setup > MMCloud Connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/mmcloud/page.md)
  - Set up MMCloud
  - Spin up a cluster
  - flyte-binary
  - flyte-core
  - Specify connector configuration
- [Connector setup > OpenAI Batch Connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/openai-batch/page.md)
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - Add the OpenAI API token
  - Upgrade the Flyte Helm release
  - flyte-binary
  - flyte-core
- [Connector setup > SageMaker Inference Connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/sagemaker-inference/page.md)
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - AWS credentials
  - Upgrade the Flyte Helm release
  - flyte-binary
  - flyte-core
- [Connector setup > Sensor connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/sensor/page.md)
  - Spin up a cluster
  - flyte-binary
  - flyte-core
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - Upgrade the deployment
  - Demo cluster
  - flyte-binary
  - flyte-core
- [Connector setup > Slurm connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/slurm/page.md)
  - Spin up a Slurm cluster
  - Install MUNGE
  - Create a dedicated Slurm user
  - Run the Slurm cluster
  - Test your Slurm connector locally
  - Overview
  - Set up a local test environment
  - Specify connector configuration
  - Flyte binary
  - Flyte core
  - Add the Slurm Private Key
  - 1. Install flyteconnector pod
  - 2. Set Private Key as a Secret
  - 3. Restart development
- [Connector setup > Snowflake connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/snowflake/page.md)
  - Specify connector configuration
  - Flyte binary
  - flyte-core
  - Upgrade the Helm release
- [Connector setup > DGXC Lepton Connector](https://www.union.ai/docs/v1/flyte/deployment/flyte-connectors/dgxc-lepton/page.md)
  - Prerequisites
  - Specify connector configuration
  - flyte-binary
  - flyte-core
  - Configure DGXC Lepton connector service
  - Deploy DGXC Lepton connector service
  - Configure DGXC Lepton API credentials
  - Required secrets
  - Setup instructions
  - Upgrade the Flyte Helm release
  - flyte-binary
  - flyte-core
  - Verify the setup
  - Supported task types
  - Configuration options
- [Plugins](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/page.md)
- [Plugins > Kubernetes Plugins](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/kubernetes-plugins/page.md)
  - Install the Kubernetes operator
  - Specify plugin configuration
  - flyte-binary
  - flyte-core
  - flyte-binary
  - flyte-core
  - flyte-binary
  - flyte-binary
  - flyte-core
  - flyte-binary on AWS
  - flyte-binary on GCP
  - flyte-core on AWS
  - flyte-core on GCP
  - flyte-sandbox
  - flyte-binary
  - flyte-core
  - flyte-binary
  - flyte-core
  - Upgrade the deployment
- [Plugins > Athena Plugin](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/athena/page.md)
  - Set up the AWS Flyte cluster
  - Specify plugin configuration
  - flyte-binary
  - flyte-core
  - Upgrade the Flyte Helm release
- [Plugins > AWS Batch](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/batch/page.md)
  - Set up AWS Batch
  - Modify AWS IAM role trust policy document
  - Modify system's AWS IAM role policies
  - Update FlyteAdmin configuration
  - Update FlytePropeller's configuration
- [Plugins > Sagemaker Plugin Setup](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/sagemaker/page.md)
  - Prerequisites
  - Specify Plugin Configuration
  - Upgrade the Flyte Helm release
  - Register the Sagemaker plugin example
  - Launch an execution
- [Plugins > Google BigQuery Plugin](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/bigquery/page.md)
  - Set up the GCP Flyte cluster
  - Specify plugin configuration
  - flyte-binary
  - flyte-core
  - Upgrade the Flyte Helm release
- [Plugins > Databricks Plugin](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/databricks/page.md)
  - Databricks workspace
  - Specify plugin configuration
  - flyte-binary
  - flyte-core
  - Add the Databricks access token
  - flyte-binary
  - flyte-core
  - Upgrade the deployment
- [Plugins > Snowflake Plugin](https://www.union.ai/docs/v1/flyte/deployment/flyte-plugins/snowflake/page.md)
  - Specify plugin configuration
  - flyte-binary
  - flyte-core
  - Obtain and add the Snowflake JWT token
  - flyte-binary
  - flyte-core
  - Upgrade the deployment
- [Configuration reference](https://www.union.ai/docs/v1/flyte/deployment/configuration-reference/page.md)
- [Configuration reference > Flyte Datacatalog Configuration](https://www.union.ai/docs/v1/flyte/deployment/configuration-reference/datacatalog-config/page.md)
  - Section: application
  - grpcPort (int)
  - grpcServerReflection (bool)
  - grpcMaxRecvMsgSizeMBs (int)
  - httpPort (int)
  - secure (bool)
  - readHeaderTimeoutSeconds (int)
  - Section: database
  - host (string)
  - port (int)
  - dbname (string)
  - username (string)
  - password (string)
  - passwordPath (string)
  - options (string)
  - debug (bool)
  - enableForeignKeyConstraintWhenMigrating (bool)
  - maxIdleConnections (int)
  - maxOpenConnections (int)
  - connMaxLifeTime (config.Duration)
  - postgres (database.PostgresConfig)
  - sqlite (database.SQLiteConfig)
  - Section: datacatalog
  - storage-prefix (string)
  - metrics-scope (string)
  - profiler-port (int)
  - heartbeat-grace-period-multiplier (int)
  - max-reservation-heartbeat (config.Duration)
  - Section: logger
  - show-source (bool)
  - mute (bool)
  - level (int)
  - formatter (logger.FormatterConfig)
  - Section: otel
  - type (string)
  - file (otelutils.FileConfig)
  - jaeger (otelutils.JaegerConfig)
  - otlpgrpc (otelutils.OtlpGrpcConfig)
  - otlphttp (otelutils.OtlpHttpConfig)
  - sampler (otelutils.SamplerConfig)
  - Section: storage
  - type (string)
  - connection (storage.ConnectionConfig)
  - stow (storage.StowConfig)
  - container (string)
  - enable-multicontainer (bool)
  - cache (storage.CachingConfig)
  - limits (storage.LimitsConfig)
  - defaultHttpClient (storage.HTTPClientConfig)
  - signedUrl (storage.SignedURLConfig)
- [Configuration reference > Flyte Admin Configuration](https://www.union.ai/docs/v1/flyte/deployment/configuration-reference/flyteadmin-config/page.md)
  - Section: admin
  - endpoint (config.URL)
  - insecure (bool)
  - insecureSkipVerify (bool)
  - caCertFilePath (string)
  - maxBackoffDelay (config.Duration)
  - perRetryTimeout (config.Duration)
  - maxRetries (int)
  - maxMessageSizeBytes (int)
  - authType (uint8)
  - tokenRefreshWindow (config.Duration)
  - useAuth (bool)
  - clientId (string)
  - clientSecretLocation (string)
  - clientSecretEnvVar (string)
  - scopes (\[\]string)
  - useAudienceFromAdmin (bool)
  - audience (string)
  - authorizationServerUrl (string)
  - tokenUrl (string)
  - authorizationHeader (string)
  - pkceConfig (pkce.Config)
  - deviceFlowConfig (deviceflow.Config)
  - command (\[\]string)
  - proxyCommand (\[\]string)
  - defaultServiceConfig (string)
  - httpProxyURL (config.URL)
  - Section: auth
  - httpAuthorizationHeader (string)
  - grpcAuthorizationHeader (string)
  - disableForHttp (bool)
  - disableForGrpc (bool)
  - authorizedUris (\[\]config.URL)
  - httpProxyURL (config.URL)
  - userAuth (config.UserAuthConfig)
  - appAuth (config.OAuth2Options)
  - Section: catalog-cache
  - type (string)
  - endpoint (string)
  - insecure (bool)
  - max-cache-age (config.Duration)
  - use-admin-auth (bool)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - default-service-config (string)
  - Section: cloudevents
  - enable (bool)
  - type (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - kafka (interfaces.KafkaConfig)
  - eventsPublisher (interfaces.EventsPublisherConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - cloudEventVersion (uint8)
  - Section: cluster_resources
  - templatePath (string)
  - templateData (map\[string\]interfaces.DataSource)
  - refreshInterval (config.Duration)
  - customData (map\[string\]map\[string\]interfaces.DataSource)
  - standaloneDeployment (bool)
  - Section: clusterpools
  - clusterPoolAssignments (map\[string\]interfaces.ClusterPoolAssignment)
  - Section: clusters
  - clusterConfigs (\[\]interfaces.ClusterConfig)
  - labelClusterMap (map\[string\]\[\]interfaces.ClusterEntity)
  - defaultExecutionLabel (string)
  - Section: database
  - host (string)
  - port (int)
  - dbname (string)
  - username (string)
  - password (string)
  - passwordPath (string)
  - options (string)
  - debug (bool)
  - enableForeignKeyConstraintWhenMigrating (bool)
  - maxIdleConnections (int)
  - maxOpenConnections (int)
  - connMaxLifeTime (config.Duration)
  - postgres (database.PostgresConfig)
  - sqlite (database.SQLiteConfig)
  - Section: domains
  - id (string)
  - name (string)
  - Section: event
  - type (string)
  - file-path (string)
  - rate (int64)
  - capacity (int)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - Section: externalevents
  - enable (bool)
  - type (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - eventsPublisher (interfaces.EventsPublisherConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: flyteadmin
  - roleNameKey (string)
  - metricsScope (string)
  - metricsKeys (\[\]string)
  - profilerPort (int)
  - metadataStoragePrefix (\[\]string)
  - eventVersion (int)
  - asyncEventsBufferSize (int)
  - maxParallelism (int32)
  - labels (map\[string\]string)
  - annotations (map\[string\]string)
  - interruptible (bool)
  - overwriteCache (bool)
  - assumableIamRole (string)
  - k8sServiceAccount (string)
  - outputLocationPrefix (string)
  - useOffloadedWorkflowClosure (bool)
  - envs (map\[string\]string)
  - featureGates (interfaces.FeatureGates)
  - consoleUrl (string)
  - useOffloadedInputs (bool)
  - Section: logger
  - show-source (bool)
  - mute (bool)
  - level (int)
  - formatter (logger.FormatterConfig)
  - Section: namespace_mapping
  - mapping (string)
  - template (string)
  - templateData (map\[string\]interfaces.DataSource)
  - Section: notifications
  - type (string)
  - region (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - publisher (interfaces.NotificationsPublisherConfig)
  - processor (interfaces.NotificationsProcessorConfig)
  - emailer (interfaces.NotificationsEmailerConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: otel
  - type (string)
  - file (otelutils.FileConfig)
  - jaeger (otelutils.JaegerConfig)
  - otlpgrpc (otelutils.OtlpGrpcConfig)
  - otlphttp (otelutils.OtlpHttpConfig)
  - sampler (otelutils.SamplerConfig)
  - Section: plugins
  - connector-service (connector.Config)
  - catalogcache (catalog.Config)
  - connector-service (connector.Config)
  - k8s (config.K8sPluginConfig)
  - k8s-array (k8s.Config)
  - logs (logs.LogConfig)
  - Section: propeller
  - kube-config (string)
  - master (string)
  - workers (int)
  - workflow-reeval-duration (config.Duration)
  - downstream-eval-duration (config.Duration)
  - limit-namespace (string)
  - prof-port (config.Port)
  - metadata-prefix (string)
  - rawoutput-prefix (string)
  - queue (config.CompositeQueueConfig)
  - metrics-prefix (string)
  - metrics-keys (\[\]string)
  - enable-admin-launcher (bool)
  - max-workflow-retries (int)
  - max-ttl-hours (int)
  - gc-interval (config.Duration)
  - leader-election (config.LeaderElectionConfig)
  - publish-k8s-events (bool)
  - max-output-size-bytes (int64)
  - enable-grpc-latency-metrics (bool)
  - kube-client-config (config.KubeClientConfig)
  - node-config (config.NodeConfig)
  - max-streak-length (int)
  - event-config (config.EventConfig)
  - include-shard-key-label (\[\]string)
  - exclude-shard-key-label (\[\]string)
  - include-project-label (\[\]string)
  - exclude-project-label (\[\]string)
  - include-domain-label (\[\]string)
  - exclude-domain-label (\[\]string)
  - cluster-id (string)
  - create-flyteworkflow-crd (bool)
  - node-execution-worker-count (int)
  - array-node-config (config.ArrayNodeConfig)
  - literal-offloading-config (config.LiteralOffloadingConfig)
  - admin-launcher (launchplan.AdminConfig)
  - resourcemanager (config.Config)
  - workflowstore (workflowstore.Config)
  - Section: qualityofservice
  - tierExecutionValues (map\[string\]interfaces.QualityOfServiceSpec)
  - defaultTiers (map\[string\]string)
  - Section: queues
  - executionQueues (interfaces.ExecutionQueues)
  - workflowConfigs (interfaces.WorkflowConfigs)
  - Section: registration
  - maxWorkflowNodes (int)
  - maxLabelEntries (int)
  - maxAnnotationEntries (int)
  - workflowSizeLimit (string)
  - Section: remotedata
  - scheme (string)
  - region (string)
  - signedUrls (interfaces.SignedURL)
  - maxSizeInBytes (int64)
  - inlineEventDataPolicy (int)
  - Section: scheduler
  - profilerPort (config.Port)
  - eventScheduler (interfaces.EventSchedulerConfig)
  - workflowExecutor (interfaces.WorkflowExecutorConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: secrets
  - secrets-prefix (string)
  - env-prefix (string)
  - Section: server
  - httpPort (int)
  - grpcPort (int)
  - grpcServerReflection (bool)
  - kube-config (string)
  - master (string)
  - security (config.ServerSecurityOptions)
  - grpc (config.GrpcConfig)
  - thirdPartyConfig (config.ThirdPartyConfigOptions)
  - dataProxy (config.DataProxyConfig)
  - readHeaderTimeoutSeconds (int)
  - kubeClientConfig (config.KubeClientConfig (kubeClientConfig))
  - Section: storage
  - type (string)
  - connection (storage.ConnectionConfig)
  - stow (storage.StowConfig)
  - container (string)
  - enable-multicontainer (bool)
  - cache (storage.CachingConfig)
  - limits (storage.LimitsConfig)
  - defaultHttpClient (storage.HTTPClientConfig)
  - signedUrl (storage.SignedURLConfig)
  - Section: task_resources
  - defaults (interfaces.TaskResourceSet)
  - limits (interfaces.TaskResourceSet)
  - Section: tasks
  - task-plugins (config.TaskPluginConfig)
  - max-plugin-phase-versions (int32)
  - backoff (config.BackOffConfig)
  - maxLogMessageLength (int)
- [Configuration reference > Flyte Propeller Configuration](https://www.union.ai/docs/v1/flyte/deployment/configuration-reference/flytepropeller-config/page.md)
  - Section: admin
  - endpoint (config.URL)
  - insecure (bool)
  - insecureSkipVerify (bool)
  - caCertFilePath (string)
  - maxBackoffDelay (config.Duration)
  - perRetryTimeout (config.Duration)
  - maxRetries (int)
  - maxMessageSizeBytes (int)
  - authType (uint8)
  - tokenRefreshWindow (config.Duration)
  - useAuth (bool)
  - clientId (string)
  - clientSecretLocation (string)
  - clientSecretEnvVar (string)
  - scopes (\[\]string)
  - useAudienceFromAdmin (bool)
  - audience (string)
  - authorizationServerUrl (string)
  - tokenUrl (string)
  - authorizationHeader (string)
  - pkceConfig (pkce.Config)
  - deviceFlowConfig (deviceflow.Config)
  - command (\[\]string)
  - proxyCommand (\[\]string)
  - defaultServiceConfig (string)
  - httpProxyURL (config.URL)
  - Section: catalog-cache
  - type (string)
  - endpoint (string)
  - insecure (bool)
  - max-cache-age (config.Duration)
  - use-admin-auth (bool)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - default-service-config (string)
  - Section: event
  - type (string)
  - file-path (string)
  - rate (int64)
  - capacity (int)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - Section: logger
  - show-source (bool)
  - mute (bool)
  - level (int)
  - formatter (logger.FormatterConfig)
  - Section: otel
  - type (string)
  - file (otelutils.FileConfig)
  - jaeger (otelutils.JaegerConfig)
  - otlpgrpc (otelutils.OtlpGrpcConfig)
  - otlphttp (otelutils.OtlpHttpConfig)
  - sampler (otelutils.SamplerConfig)
  - Section: plugins
  - connector-service (connector.Config)
  - athena (athena.Config)
  - aws (aws.Config)
  - bigquery (bigquery.Config)
  - catalogcache (catalog.Config)
  - connector-service (connector.Config)
  - dask (dask.Config)
  - databricks (databricks.Config)
  - echo (testing.Config)
  - k8s (config.K8sPluginConfig)
  - k8s-array (k8s.Config)
  - kf-operator (common.Config)
  - logs (logs.LogConfig)
  - qubole (config.Config)
  - ray (ray.Config)
  - snowflake (snowflake.Config)
  - spark (spark.Config)
  - Section: propeller
  - kube-config (string)
  - master (string)
  - workers (int)
  - workflow-reeval-duration (config.Duration)
  - downstream-eval-duration (config.Duration)
  - limit-namespace (string)
  - prof-port (config.Port)
  - metadata-prefix (string)
  - rawoutput-prefix (string)
  - queue (config.CompositeQueueConfig)
  - metrics-prefix (string)
  - metrics-keys (\[\]string)
  - enable-admin-launcher (bool)
  - max-workflow-retries (int)
  - max-ttl-hours (int)
  - gc-interval (config.Duration)
  - leader-election (config.LeaderElectionConfig)
  - publish-k8s-events (bool)
  - max-output-size-bytes (int64)
  - enable-grpc-latency-metrics (bool)
  - kube-client-config (config.KubeClientConfig)
  - node-config (config.NodeConfig)
  - max-streak-length (int)
  - event-config (config.EventConfig)
  - include-shard-key-label (\[\]string)
  - exclude-shard-key-label (\[\]string)
  - include-project-label (\[\]string)
  - exclude-project-label (\[\]string)
  - include-domain-label (\[\]string)
  - exclude-domain-label (\[\]string)
  - cluster-id (string)
  - create-flyteworkflow-crd (bool)
  - node-execution-worker-count (int)
  - array-node-config (config.ArrayNodeConfig)
  - literal-offloading-config (config.LiteralOffloadingConfig)
  - admin-launcher (launchplan.AdminConfig)
  - resourcemanager (config.Config (resourcemanager))
  - workflowstore (workflowstore.Config)
  - Section: secrets
  - secrets-prefix (string)
  - env-prefix (string)
  - Section: storage
  - type (string)
  - connection (storage.ConnectionConfig)
  - stow (storage.StowConfig)
  - container (string)
  - enable-multicontainer (bool)
  - cache (storage.CachingConfig)
  - limits (storage.LimitsConfig)
  - defaultHttpClient (storage.HTTPClientConfig)
  - signedUrl (storage.SignedURLConfig)
  - Section: tasks
  - task-plugins (config.TaskPluginConfig)
  - max-plugin-phase-versions (int32)
  - backoff (config.BackOffConfig)
  - maxLogMessageLength (int)
  - Section: webhook
  - metrics-prefix (string)
  - certDir (string)
  - localCert (bool)
  - listenPort (int)
  - serviceName (string)
  - servicePort (int32)
  - secretName (string)
  - secretManagerType (int)
  - awsSecretManager (config.AWSSecretManagerConfig)
  - gcpSecretManager (config.GCPSecretManagerConfig)
  - vaultSecretManager (config.VaultSecretManagerConfig)
- [Configuration reference > Flyte Scheduler Configuration](https://www.union.ai/docs/v1/flyte/deployment/configuration-reference/scheduler-config/page.md)
  - Section: admin
  - endpoint (config.URL)
  - insecure (bool)
  - insecureSkipVerify (bool)
  - caCertFilePath (string)
  - maxBackoffDelay (config.Duration)
  - perRetryTimeout (config.Duration)
  - maxRetries (int)
  - maxMessageSizeBytes (int)
  - authType (uint8)
  - tokenRefreshWindow (config.Duration)
  - useAuth (bool)
  - clientId (string)
  - clientSecretLocation (string)
  - clientSecretEnvVar (string)
  - scopes (\[\]string)
  - useAudienceFromAdmin (bool)
  - audience (string)
  - authorizationServerUrl (string)
  - tokenUrl (string)
  - authorizationHeader (string)
  - pkceConfig (pkce.Config)
  - deviceFlowConfig (deviceflow.Config)
  - command (\[\]string)
  - proxyCommand (\[\]string)
  - defaultServiceConfig (string)
  - httpProxyURL (config.URL)
  - Section: auth
  - httpAuthorizationHeader (string)
  - grpcAuthorizationHeader (string)
  - disableForHttp (bool)
  - disableForGrpc (bool)
  - authorizedUris (\[\]config.URL)
  - httpProxyURL (config.URL)
  - userAuth (config.UserAuthConfig)
  - appAuth (config.OAuth2Options)
  - Section: catalog-cache
  - type (string)
  - endpoint (string)
  - insecure (bool)
  - max-cache-age (config.Duration)
  - use-admin-auth (bool)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - default-service-config (string)
  - Section: cloudevents
  - enable (bool)
  - type (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - kafka (interfaces.KafkaConfig)
  - eventsPublisher (interfaces.EventsPublisherConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - cloudEventVersion (uint8)
  - Section: cluster_resources
  - templatePath (string)
  - templateData (map\[string\]interfaces.DataSource)
  - refreshInterval (config.Duration)
  - customData (map\[string\]map\[string\]interfaces.DataSource)
  - standaloneDeployment (bool)
  - Section: clusterpools
  - clusterPoolAssignments (map\[string\]interfaces.ClusterPoolAssignment)
  - Section: clusters
  - clusterConfigs (\[\]interfaces.ClusterConfig)
  - labelClusterMap (map\[string\]\[\]interfaces.ClusterEntity)
  - defaultExecutionLabel (string)
  - Section: database
  - host (string)
  - port (int)
  - dbname (string)
  - username (string)
  - password (string)
  - passwordPath (string)
  - options (string)
  - debug (bool)
  - enableForeignKeyConstraintWhenMigrating (bool)
  - maxIdleConnections (int)
  - maxOpenConnections (int)
  - connMaxLifeTime (config.Duration)
  - postgres (database.PostgresConfig)
  - sqlite (database.SQLiteConfig)
  - Section: domains
  - id (string)
  - name (string)
  - Section: event
  - type (string)
  - file-path (string)
  - rate (int64)
  - capacity (int)
  - max-retries (int)
  - base-scalar (int)
  - backoff-jitter (string)
  - Section: externalevents
  - enable (bool)
  - type (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - eventsPublisher (interfaces.EventsPublisherConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: flyteadmin
  - roleNameKey (string)
  - metricsScope (string)
  - metricsKeys (\[\]string)
  - profilerPort (int)
  - metadataStoragePrefix (\[\]string)
  - eventVersion (int)
  - asyncEventsBufferSize (int)
  - maxParallelism (int32)
  - labels (map\[string\]string)
  - annotations (map\[string\]string)
  - interruptible (bool)
  - overwriteCache (bool)
  - assumableIamRole (string)
  - k8sServiceAccount (string)
  - outputLocationPrefix (string)
  - useOffloadedWorkflowClosure (bool)
  - envs (map\[string\]string)
  - featureGates (interfaces.FeatureGates)
  - consoleUrl (string)
  - useOffloadedInputs (bool)
  - Section: logger
  - show-source (bool)
  - mute (bool)
  - level (int)
  - formatter (logger.FormatterConfig)
  - Section: namespace_mapping
  - mapping (string)
  - template (string)
  - templateData (map\[string\]interfaces.DataSource)
  - Section: notifications
  - type (string)
  - region (string)
  - aws (interfaces.AWSConfig)
  - gcp (interfaces.GCPConfig)
  - publisher (interfaces.NotificationsPublisherConfig)
  - processor (interfaces.NotificationsProcessorConfig)
  - emailer (interfaces.NotificationsEmailerConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: otel
  - type (string)
  - file (otelutils.FileConfig)
  - jaeger (otelutils.JaegerConfig)
  - otlpgrpc (otelutils.OtlpGrpcConfig)
  - otlphttp (otelutils.OtlpHttpConfig)
  - sampler (otelutils.SamplerConfig)
  - Section: plugins
  - connector-service (connector.Config)
  - catalogcache (catalog.Config)
  - connector-service (connector.Config)
  - k8s (config.K8sPluginConfig)
  - k8s-array (k8s.Config)
  - logs (logs.LogConfig)
  - Section: propeller
  - kube-config (string)
  - master (string)
  - workers (int)
  - workflow-reeval-duration (config.Duration)
  - downstream-eval-duration (config.Duration)
  - limit-namespace (string)
  - prof-port (config.Port)
  - metadata-prefix (string)
  - rawoutput-prefix (string)
  - queue (config.CompositeQueueConfig)
  - metrics-prefix (string)
  - metrics-keys (\[\]string)
  - enable-admin-launcher (bool)
  - max-workflow-retries (int)
  - max-ttl-hours (int)
  - gc-interval (config.Duration)
  - leader-election (config.LeaderElectionConfig)
  - publish-k8s-events (bool)
  - max-output-size-bytes (int64)
  - enable-grpc-latency-metrics (bool)
  - kube-client-config (config.KubeClientConfig)
  - node-config (config.NodeConfig)
  - max-streak-length (int)
  - event-config (config.EventConfig)
  - include-shard-key-label (\[\]string)
  - exclude-shard-key-label (\[\]string)
  - include-project-label (\[\]string)
  - exclude-project-label (\[\]string)
  - include-domain-label (\[\]string)
  - exclude-domain-label (\[\]string)
  - cluster-id (string)
  - create-flyteworkflow-crd (bool)
  - node-execution-worker-count (int)
  - array-node-config (config.ArrayNodeConfig)
  - literal-offloading-config (config.LiteralOffloadingConfig)
  - admin-launcher (launchplan.AdminConfig)
  - resourcemanager (config.Config)
  - workflowstore (workflowstore.Config)
  - Section: qualityofservice
  - tierExecutionValues (map\[string\]interfaces.QualityOfServiceSpec)
  - defaultTiers (map\[string\]string)
  - Section: queues
  - executionQueues (interfaces.ExecutionQueues)
  - workflowConfigs (interfaces.WorkflowConfigs)
  - Section: registration
  - maxWorkflowNodes (int)
  - maxLabelEntries (int)
  - maxAnnotationEntries (int)
  - workflowSizeLimit (string)
  - Section: remotedata
  - scheme (string)
  - region (string)
  - signedUrls (interfaces.SignedURL)
  - maxSizeInBytes (int64)
  - inlineEventDataPolicy (int)
  - Section: scheduler
  - profilerPort (config.Port)
  - eventScheduler (interfaces.EventSchedulerConfig)
  - workflowExecutor (interfaces.WorkflowExecutorConfig)
  - reconnectAttempts (int)
  - reconnectDelaySeconds (int)
  - Section: secrets
  - secrets-prefix (string)
  - env-prefix (string)
  - Section: server
  - httpPort (int)
  - grpcPort (int)
  - grpcServerReflection (bool)
  - kube-config (string)
  - master (string)
  - security (config.ServerSecurityOptions)
  - grpc (config.GrpcConfig)
  - thirdPartyConfig (config.ThirdPartyConfigOptions)
  - dataProxy (config.DataProxyConfig)
  - readHeaderTimeoutSeconds (int)
  - kubeClientConfig (config.KubeClientConfig (kubeClientConfig))
  - Section: storage
  - type (string)
  - connection (storage.ConnectionConfig)
  - stow (storage.StowConfig)
  - container (string)
  - enable-multicontainer (bool)
  - cache (storage.CachingConfig)
  - limits (storage.LimitsConfig)
  - defaultHttpClient (storage.HTTPClientConfig)
  - signedUrl (storage.SignedURLConfig)
  - Section: task_resources
  - defaults (interfaces.TaskResourceSet)
  - limits (interfaces.TaskResourceSet)
  - Section: tasks
  - task-plugins (config.TaskPluginConfig)
  - max-plugin-phase-versions (int32)
  - backoff (config.BackOffConfig)
  - maxLogMessageLength (int)