# Union.ai BYOC (Bring Your Own Cloud) Documentation > Full documentation (single file): https://www.union.ai/docs/v2/byoc/llms-full.txt > Site: https://www.union.ai/docs/v2/byoc ## Pages Documentation|https://www.union.ai/docs/v2/byoc/content.md Union.ai BYOC|https://www.union.ai/docs/v2/byoc/user-guide/content.md Flyte overview|https://www.union.ai/docs/v2/byoc/user-guide/overview/content.md Quickstart|https://www.union.ai/docs/v2/byoc/user-guide/quickstart/content.md Core concepts|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/content.md Core concepts > TaskEnvironment|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/task-environment/content.md Core concepts > Tasks|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/tasks/content.md Core concepts > Runs and actions|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/runs-and-actions/content.md Core concepts > Apps|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/introducing-apps/content.md Core concepts > Key capabilities|https://www.union.ai/docs/v2/byoc/user-guide/core-concepts/key-capabilities/content.md Local setup|https://www.union.ai/docs/v2/byoc/user-guide/local-setup/content.md Basic project: RAG|https://www.union.ai/docs/v2/byoc/user-guide/basic-project/content.md Advanced project: LLM reporting agent|https://www.union.ai/docs/v2/byoc/user-guide/advanced-project/content.md Advanced project: LLM reporting agent > Resilient generation|https://www.union.ai/docs/v2/byoc/user-guide/advanced-project/resilient-generation/content.md Advanced project: LLM reporting agent > Agentic refinement|https://www.union.ai/docs/v2/byoc/user-guide/advanced-project/agentic-refinement/content.md Advanced project: LLM reporting agent > Parallel outputs|https://www.union.ai/docs/v2/byoc/user-guide/advanced-project/parallel-outputs/content.md Advanced project: LLM reporting agent > Serving app|https://www.union.ai/docs/v2/byoc/user-guide/advanced-project/serving-app/content.md From Flyte 1 to 2|https://www.union.ai/docs/v2/byoc/user-guide/flyte-2/content.md From Flyte 1 to 2 > Pure Python|https://www.union.ai/docs/v2/byoc/user-guide/flyte-2/pure-python/content.md From Flyte 1 to 2 > Asynchronous model|https://www.union.ai/docs/v2/byoc/user-guide/flyte-2/async/content.md From Flyte 1 to 2 > Migration from Flyte 1 to Flyte 2|https://www.union.ai/docs/v2/byoc/user-guide/flyte-2/migration/content.md From Flyte 1 to 2 > Considerations|https://www.union.ai/docs/v2/byoc/user-guide/flyte-2/considerations/content.md Configure tasks|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/content.md Configure tasks > Container images|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/container-images/content.md Configure tasks > Resources|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/resources/content.md Configure tasks > Secrets|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/secrets/content.md Configure tasks > Caching|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/caching/content.md Configure tasks > Reusable containers|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/reusable-containers/content.md Configure tasks > Pod templates|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/pod-templates/content.md Configure tasks > Multiple environments|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/multiple-environments/content.md Configure tasks > Retries and timeouts|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/retries-and-timeouts/content.md Configure tasks > Triggers|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/triggers/content.md Configure tasks > Task Plugins|https://www.union.ai/docs/v2/byoc/user-guide/task-configuration/task-plugins/content.md Build tasks|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/content.md Build tasks > Files and directories|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/files-and-directories/content.md Build tasks > Data classes and structures|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/dataclasses-and-structures/content.md Build tasks > DataFrames|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/dataframes/content.md Build tasks > Custom types|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/handling-custom-types/content.md Build tasks > Custom context|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/custom-context/content.md Build tasks > Abort and cancel actions|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/abort-tasks/content.md Build tasks > Run a bioinformatics tool|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/container-tasks/content.md Build tasks > Reports|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/reports/content.md Build tasks > Notebooks|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/notebooks/content.md Build tasks > Remote tasks|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/remote-tasks/content.md Build tasks > Error handling|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/error-handling/content.md Build tasks > Traces|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/traces/content.md Build tasks > Grouping actions|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/grouping-actions/content.md Build tasks > Fanout|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/fanout/content.md Build tasks > Test business logic directly|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/unit-testing/content.md Build tasks > Regular async function (not a task)|https://www.union.ai/docs/v2/byoc/user-guide/task-programming/other-features/content.md Run and deploy tasks|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/content.md Run and deploy tasks > How task run works|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/how-task-run-works/content.md Run and deploy tasks > Interact with runs and actions|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/interacting-with-runs/content.md Run and deploy tasks > Work with local data|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/work-with-local-data/content.md Run and deploy tasks > Run command options|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/run-command-options/content.md Run and deploy tasks > How task deployment works|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/how-task-deployment-works/content.md Run and deploy tasks > Deploy command options|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/deploy-command-options/content.md Run and deploy tasks > Code packaging for remote execution|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/packaging/content.md Run and deploy tasks > Running Tasks via Webhooks|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/invoke-webhook/content.md Run and deploy tasks > Deployment patterns|https://www.union.ai/docs/v2/byoc/user-guide/task-deployment/deployment-patterns/content.md Scale your runs|https://www.union.ai/docs/v2/byoc/user-guide/run-scaling/content.md Scale your runs > Data flow|https://www.union.ai/docs/v2/byoc/user-guide/run-scaling/data-flow/content.md Scale your runs > Life of a run|https://www.union.ai/docs/v2/byoc/user-guide/run-scaling/life-of-a-run/content.md Scale your runs > Scale your workflows|https://www.union.ai/docs/v2/byoc/user-guide/run-scaling/scale-your-workflows/content.md Configure apps|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/content.md Configure apps > App environment settings|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/app-environment-settings/content.md Configure apps > Including additional files|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/including-additional-files/content.md Configure apps > Passing parameters into app environments|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/passing-parameters/content.md Configure apps > /// script|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/auto-scaling-apps/content.md Configure apps > Apps depending on other environments|https://www.union.ai/docs/v2/byoc/user-guide/configure-apps/apps-depending-on-environments/content.md Build apps|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/content.md Build apps > Single-script apps|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/single-script-apps/content.md Build apps > Multi-script apps|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/multi-script-apps/content.md Build apps > App usage patterns|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/app-usage-patterns/content.md Build apps > Secret-based authentication|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/secret-based-authentication/content.md Build apps > Streamlit app|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/streamlit-app/content.md Build apps > FastAPI app|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/fastapi-app/content.md Build apps > vLLM app|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/vllm-app/content.md Build apps > SGLang app|https://www.union.ai/docs/v2/byoc/user-guide/build-apps/sglang-app/content.md Serve and deploy apps|https://www.union.ai/docs/v2/byoc/user-guide/serve-and-deploy-apps/content.md Serve and deploy apps > How app serving works|https://www.union.ai/docs/v2/byoc/user-guide/serve-and-deploy-apps/how-app-serving-works/content.md Serve and deploy apps > How app deployment works|https://www.union.ai/docs/v2/byoc/user-guide/serve-and-deploy-apps/how-app-deployment-works/content.md Serve and deploy apps > Activating and deactivating apps|https://www.union.ai/docs/v2/byoc/user-guide/serve-and-deploy-apps/activating-and-deactivating-apps/content.md Serve and deploy apps > Prefetching models|https://www.union.ai/docs/v2/byoc/user-guide/serve-and-deploy-apps/prefetching-models/content.md Authenticating with Union|https://www.union.ai/docs/v2/byoc/user-guide/authenticating/content.md Tutorials|https://www.union.ai/docs/v2/byoc/tutorials/content.md Distributed LLM pretraining|https://www.union.ai/docs/v2/byoc/tutorials/distributed-pretraining/content.md GPU-accelerated climate modeling|https://www.union.ai/docs/v2/byoc/tutorials/climate-modeling/content.md Multi-agent trading simulation|https://www.union.ai/docs/v2/byoc/tutorials/trading-agents/content.md Run LLM-generated code|https://www.union.ai/docs/v2/byoc/tutorials/code-agent/content.md Text-to-SQL|https://www.union.ai/docs/v2/byoc/tutorials/text_to_sql/content.md Automatic prompt engineering|https://www.union.ai/docs/v2/byoc/tutorials/auto_prompt_engineering/content.md Batching strategies for efficient scaling|https://www.union.ai/docs/v2/byoc/tutorials/micro-batching/content.md Deep research|https://www.union.ai/docs/v2/byoc/tutorials/deep-research/content.md Hyperparameter optimization|https://www.union.ai/docs/v2/byoc/tutorials/hpo/content.md Integrations|https://www.union.ai/docs/v2/byoc/integrations/content.md Dask|https://www.union.ai/docs/v2/byoc/integrations/dask/content.md OpenAI|https://www.union.ai/docs/v2/byoc/integrations/openai/content.md OpenAI > Agent tools|https://www.union.ai/docs/v2/byoc/integrations/openai/agent_tools/content.md Pytorch|https://www.union.ai/docs/v2/byoc/integrations/pytorch/content.md Ray|https://www.union.ai/docs/v2/byoc/integrations/ray/content.md Snowflake|https://www.union.ai/docs/v2/byoc/integrations/snowflake/content.md Spark|https://www.union.ai/docs/v2/byoc/integrations/spark/content.md Weights & Biases|https://www.union.ai/docs/v2/byoc/integrations/wandb/content.md Weights & Biases > Experiments|https://www.union.ai/docs/v2/byoc/integrations/wandb/experiments/content.md Weights & Biases > Distributed training|https://www.union.ai/docs/v2/byoc/integrations/wandb/distributed_training/content.md Weights & Biases > Sweeps|https://www.union.ai/docs/v2/byoc/integrations/wandb/sweeps/content.md Weights & Biases > Downloading logs|https://www.union.ai/docs/v2/byoc/integrations/wandb/downloading_logs/content.md Weights & Biases > Constraints and best practices|https://www.union.ai/docs/v2/byoc/integrations/wandb/constraints_and_best_practices/content.md Weights & Biases > Manual integration|https://www.union.ai/docs/v2/byoc/integrations/wandb/manual/content.md Reference|https://www.union.ai/docs/v2/byoc/api-reference/content.md AI coding agent support|https://www.union.ai/docs/v2/byoc/api-reference/flyte-context/content.md Flyte CLI|https://www.union.ai/docs/v2/byoc/api-reference/flyte-cli/content.md Flyte SDK|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/content.md Flyte SDK > Classes|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/classes/content.md Flyte SDK > Packages|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/content.md Flyte SDK > Packages > flyte|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/content.md Flyte SDK > Packages > flyte > AppHandle|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/apphandle/content.md Flyte SDK > Packages > flyte > Cache|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/cache/content.md Flyte SDK > Packages > flyte > CachePolicy|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/cachepolicy/content.md Flyte SDK > Packages > flyte > Cron|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/cron/content.md Flyte SDK > Packages > flyte > Device|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/device/content.md Flyte SDK > Packages > flyte > Environment|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/environment/content.md Flyte SDK > Packages > flyte > FixedRate|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/fixedrate/content.md Flyte SDK > Packages > flyte > Image|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/image/content.md Flyte SDK > Packages > flyte > ImageBuild|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/imagebuild/content.md Flyte SDK > Packages > flyte > Link|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/link/content.md Flyte SDK > Packages > flyte > PodTemplate|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/podtemplate/content.md Flyte SDK > Packages > flyte > Resources|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/resources/content.md Flyte SDK > Packages > flyte > RetryStrategy|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/retrystrategy/content.md Flyte SDK > Packages > flyte > ReusePolicy|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/reusepolicy/content.md Flyte SDK > Packages > flyte > Secret|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/secret/content.md Flyte SDK > Packages > flyte > TaskEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/taskenvironment/content.md Flyte SDK > Packages > flyte > Timeout|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/timeout/content.md Flyte SDK > Packages > flyte > Trigger|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte/trigger/content.md Flyte SDK > Packages > flyte.app|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/content.md Flyte SDK > Packages > flyte.app > AppEndpoint|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/appendpoint/content.md Flyte SDK > Packages > flyte.app > AppEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/appenvironment/content.md Flyte SDK > Packages > flyte.app > ConnectorEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/connectorenvironment/content.md Flyte SDK > Packages > flyte.app > Domain|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/domain/content.md Flyte SDK > Packages > flyte.app > Link|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/link/content.md Flyte SDK > Packages > flyte.app > Parameter|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/parameter/content.md Flyte SDK > Packages > flyte.app > Port|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/port/content.md Flyte SDK > Packages > flyte.app > RunOutput|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/runoutput/content.md Flyte SDK > Packages > flyte.app > Scaling|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app/scaling/content.md Flyte SDK > Packages > flyte.app.extras|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app.extras/content.md Flyte SDK > Packages > flyte.app.extras > FastAPIAppEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app.extras/fastapiappenvironment/content.md Flyte SDK > Packages > flyte.app.extras > FastAPIPassthroughAuthMiddleware|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.app.extras/fastapipassthroughauthmiddleware/content.md Flyte SDK > Packages > flyte.config|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.config/content.md Flyte SDK > Packages > flyte.config > Config|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.config/config/content.md Flyte SDK > Packages > flyte.connectors|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/content.md Flyte SDK > Packages > flyte.connectors > AsyncConnector|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/asyncconnector/content.md Flyte SDK > Packages > flyte.connectors > AsyncConnectorExecutorMixin|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/asyncconnectorexecutormixin/content.md Flyte SDK > Packages > flyte.connectors > ConnectorRegistry|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/connectorregistry/content.md Flyte SDK > Packages > flyte.connectors > ConnectorService|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/connectorservice/content.md Flyte SDK > Packages > flyte.connectors > Resource|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/resource/content.md Flyte SDK > Packages > flyte.connectors > ResourceMeta|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors/resourcemeta/content.md Flyte SDK > Packages > flyte.connectors.utils|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.connectors.utils/content.md Flyte SDK > Packages > flyte.durable|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.durable/content.md Flyte SDK > Packages > flyte.errors|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/content.md Flyte SDK > Packages > flyte.errors > ActionAbortedError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/actionabortederror/content.md Flyte SDK > Packages > flyte.errors > ActionNotFoundError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/actionnotfounderror/content.md Flyte SDK > Packages > flyte.errors > BaseRuntimeError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/baseruntimeerror/content.md Flyte SDK > Packages > flyte.errors > CodeBundleError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/codebundleerror/content.md Flyte SDK > Packages > flyte.errors > CustomError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/customerror/content.md Flyte SDK > Packages > flyte.errors > DeploymentError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/deploymenterror/content.md Flyte SDK > Packages > flyte.errors > ImageBuildError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/imagebuilderror/content.md Flyte SDK > Packages > flyte.errors > ImagePullBackOffError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/imagepullbackofferror/content.md Flyte SDK > Packages > flyte.errors > InitializationError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/initializationerror/content.md Flyte SDK > Packages > flyte.errors > InlineIOMaxBytesBreached|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/inlineiomaxbytesbreached/content.md Flyte SDK > Packages > flyte.errors > InvalidImageNameError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/invalidimagenameerror/content.md Flyte SDK > Packages > flyte.errors > LogsNotYetAvailableError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/logsnotyetavailableerror/content.md Flyte SDK > Packages > flyte.errors > ModuleLoadError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/moduleloaderror/content.md Flyte SDK > Packages > flyte.errors > NotInTaskContextError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/notintaskcontexterror/content.md Flyte SDK > Packages > flyte.errors > OnlyAsyncIOSupportedError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/onlyasynciosupportederror/content.md Flyte SDK > Packages > flyte.errors > OOMError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/oomerror/content.md Flyte SDK > Packages > flyte.errors > ParameterMaterializationError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/parametermaterializationerror/content.md Flyte SDK > Packages > flyte.errors > PrimaryContainerNotFoundError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/primarycontainernotfounderror/content.md Flyte SDK > Packages > flyte.errors > RemoteTaskNotFoundError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/remotetasknotfounderror/content.md Flyte SDK > Packages > flyte.errors > RemoteTaskUsageError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/remotetaskusageerror/content.md Flyte SDK > Packages > flyte.errors > RestrictedTypeError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/restrictedtypeerror/content.md Flyte SDK > Packages > flyte.errors > RetriesExhaustedError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/retriesexhaustederror/content.md Flyte SDK > Packages > flyte.errors > RuntimeDataValidationError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/runtimedatavalidationerror/content.md Flyte SDK > Packages > flyte.errors > RuntimeSystemError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/runtimesystemerror/content.md Flyte SDK > Packages > flyte.errors > RuntimeUnknownError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/runtimeunknownerror/content.md Flyte SDK > Packages > flyte.errors > RuntimeUserError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/runtimeusererror/content.md Flyte SDK > Packages > flyte.errors > SlowDownError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/slowdownerror/content.md Flyte SDK > Packages > flyte.errors > TaskInterruptedError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/taskinterruptederror/content.md Flyte SDK > Packages > flyte.errors > TaskTimeoutError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/tasktimeouterror/content.md Flyte SDK > Packages > flyte.errors > TraceDoesNotAllowNestedTasksError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/tracedoesnotallownestedtaskserror/content.md Flyte SDK > Packages > flyte.errors > UnionRpcError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.errors/unionrpcerror/content.md Flyte SDK > Packages > flyte.extend|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/content.md Flyte SDK > Packages > flyte.extend > AsyncFunctionTaskTemplate|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/asyncfunctiontasktemplate/content.md Flyte SDK > Packages > flyte.extend > ImageBuildEngine|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/imagebuildengine/content.md Flyte SDK > Packages > flyte.extend > ImageBuilder|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/imagebuilder/content.md Flyte SDK > Packages > flyte.extend > ImageChecker|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/imagechecker/content.md Flyte SDK > Packages > flyte.extend > TaskTemplate|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extend/tasktemplate/content.md Flyte SDK > Packages > flyte.extras|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extras/content.md Flyte SDK > Packages > flyte.extras > ContainerTask|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.extras/containertask/content.md Flyte SDK > Packages > flyte.git|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.git/content.md Flyte SDK > Packages > flyte.git > GitStatus|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.git/gitstatus/content.md Flyte SDK > Packages > flyte.io|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io/content.md Flyte SDK > Packages > flyte.io > DataFrame|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io/dataframe/content.md Flyte SDK > Packages > flyte.io > Dir|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io/dir/content.md Flyte SDK > Packages > flyte.io > File|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io/file/content.md Flyte SDK > Packages > flyte.io.extend|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io.extend/content.md Flyte SDK > Packages > flyte.io.extend > DataFrameDecoder|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io.extend/dataframedecoder/content.md Flyte SDK > Packages > flyte.io.extend > DataFrameEncoder|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io.extend/dataframeencoder/content.md Flyte SDK > Packages > flyte.io.extend > DataFrameTransformerEngine|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.io.extend/dataframetransformerengine/content.md Flyte SDK > Packages > flyte.models|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/content.md Flyte SDK > Packages > flyte.models > ActionID|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/actionid/content.md Flyte SDK > Packages > flyte.models > ActionPhase|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/actionphase/content.md Flyte SDK > Packages > flyte.models > Checkpoints|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/checkpoints/content.md Flyte SDK > Packages > flyte.models > CodeBundle|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/codebundle/content.md Flyte SDK > Packages > flyte.models > GroupData|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/groupdata/content.md Flyte SDK > Packages > flyte.models > NativeInterface|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/nativeinterface/content.md Flyte SDK > Packages > flyte.models > PathRewrite|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/pathrewrite/content.md Flyte SDK > Packages > flyte.models > RawDataPath|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/rawdatapath/content.md Flyte SDK > Packages > flyte.models > SerializationContext|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/serializationcontext/content.md Flyte SDK > Packages > flyte.models > TaskContext|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.models/taskcontext/content.md Flyte SDK > Packages > flyte.prefetch|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.prefetch/content.md Flyte SDK > Packages > flyte.prefetch > HuggingFaceModelInfo|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.prefetch/huggingfacemodelinfo/content.md Flyte SDK > Packages > flyte.prefetch > ShardConfig|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.prefetch/shardconfig/content.md Flyte SDK > Packages > flyte.prefetch > StoredModelInfo|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.prefetch/storedmodelinfo/content.md Flyte SDK > Packages > flyte.prefetch > VLLMShardArgs|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.prefetch/vllmshardargs/content.md Flyte SDK > Packages > flyte.remote|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/content.md Flyte SDK > Packages > flyte.remote > Action|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/action/content.md Flyte SDK > Packages > flyte.remote > ActionDetails|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/actiondetails/content.md Flyte SDK > Packages > flyte.remote > ActionInputs|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/actioninputs/content.md Flyte SDK > Packages > flyte.remote > ActionOutputs|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/actionoutputs/content.md Flyte SDK > Packages > flyte.remote > App|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/app/content.md Flyte SDK > Packages > flyte.remote > Project|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/project/content.md Flyte SDK > Packages > flyte.remote > Run|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/run/content.md Flyte SDK > Packages > flyte.remote > RunDetails|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/rundetails/content.md Flyte SDK > Packages > flyte.remote > Secret|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/secret/content.md Flyte SDK > Packages > flyte.remote > Task|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/task/content.md Flyte SDK > Packages > flyte.remote > TaskDetails|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/taskdetails/content.md Flyte SDK > Packages > flyte.remote > Trigger|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/trigger/content.md Flyte SDK > Packages > flyte.remote > User|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.remote/user/content.md Flyte SDK > Packages > flyte.report|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.report/content.md Flyte SDK > Packages > flyte.report > Report|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.report/report/content.md Flyte SDK > Packages > flyte.storage|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.storage/content.md Flyte SDK > Packages > flyte.storage > ABFS|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.storage/abfs/content.md Flyte SDK > Packages > flyte.storage > GCS|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.storage/gcs/content.md Flyte SDK > Packages > flyte.storage > S3|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.storage/s3/content.md Flyte SDK > Packages > flyte.storage > Storage|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.storage/storage/content.md Flyte SDK > Packages > flyte.syncify|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.syncify/content.md Flyte SDK > Packages > flyte.syncify > Syncify|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.syncify/syncify/content.md Flyte SDK > Packages > flyte.types|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/content.md Flyte SDK > Packages > flyte.types > FlytePickle|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/flytepickle/content.md Flyte SDK > Packages > flyte.types > Renderable|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/renderable/content.md Flyte SDK > Packages > flyte.types > TypeEngine|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/typeengine/content.md Flyte SDK > Packages > flyte.types > TypeTransformer|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/typetransformer/content.md Flyte SDK > Packages > flyte.types > TypeTransformerFailedError|https://www.union.ai/docs/v2/byoc/api-reference/flyte-sdk/packages/flyte.types/typetransformerfailederror/content.md Uctl CLI|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/content.md Uctl CLI > uctl|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl/content.md Uctl CLI > uctl version|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-version/content.md Uctl CLI > uctl append|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-append/content.md Uctl CLI > uctl append > uctl append identityassignments|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-append/uctl-append-identityassignments/content.md Uctl CLI > uctl apply|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-apply/content.md Uctl CLI > uctl apply > uctl apply app|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-apply/uctl-apply-app/content.md Uctl CLI > uctl apply > uctl apply clusterconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-apply/uctl-apply-clusterconfig/content.md Uctl CLI > uctl apply > uctl apply clusterconfigid|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-apply/uctl-apply-clusterconfigid/content.md Uctl CLI > uctl apply > uctl apply clusterpoolconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-apply/uctl-apply-clusterpoolconfig/content.md Uctl CLI > uctl config|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-config/content.md Uctl CLI > uctl config > uctl config discover|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-config/uctl-config-discover/content.md Uctl CLI > uctl config > uctl config docs|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-config/uctl-config-docs/content.md Uctl CLI > uctl config > uctl config init|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-config/uctl-config-init/content.md Uctl CLI > uctl config > uctl config validate|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-config/uctl-config-validate/content.md Uctl CLI > uctl create|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/content.md Uctl CLI > uctl create > uctl create app|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-app/content.md Uctl CLI > uctl create > uctl create clusterpool|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-clusterpool/content.md Uctl CLI > uctl create > uctl create clusterpoolassignment|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-clusterpoolassignment/content.md Uctl CLI > uctl create > uctl create execution|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-execution/content.md Uctl CLI > uctl create > uctl create policy|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-policy/content.md Uctl CLI > uctl create > uctl create project|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-project/content.md Uctl CLI > uctl create > uctl create role|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-create/uctl-create-role/content.md Uctl CLI > uctl delete|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/content.md Uctl CLI > uctl delete > uctl delete app|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-app/content.md Uctl CLI > uctl delete > uctl delete cluster|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-cluster/content.md Uctl CLI > uctl delete > uctl delete cluster-pool-attributes|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-cluster-pool-attributes/content.md Uctl CLI > uctl delete > uctl delete cluster-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-cluster-resource-attribute/content.md Uctl CLI > uctl delete > uctl delete clusterconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-clusterconfig/content.md Uctl CLI > uctl delete > uctl delete clusterpool|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-clusterpool/content.md Uctl CLI > uctl delete > uctl delete clusterpoolassignment|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-clusterpoolassignment/content.md Uctl CLI > uctl delete > uctl delete execution|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-execution/content.md Uctl CLI > uctl delete > uctl delete execution-cluster-label|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-execution-cluster-label/content.md Uctl CLI > uctl delete > uctl delete execution-queue-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-execution-queue-attribute/content.md Uctl CLI > uctl delete > uctl delete identityassignments|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-identityassignments/content.md Uctl CLI > uctl delete > uctl delete plugin-override|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-plugin-override/content.md Uctl CLI > uctl delete > uctl delete policy|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-policy/content.md Uctl CLI > uctl delete > uctl delete role|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-role/content.md Uctl CLI > uctl delete > uctl delete task-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-task-resource-attribute/content.md Uctl CLI > uctl delete > uctl delete workflow-execution-config|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-delete/uctl-delete-workflow-execution-config/content.md Uctl CLI > uctl demo|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/content.md Uctl CLI > uctl demo > uctl demo exec|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/uctl-demo-exec/content.md Uctl CLI > uctl demo > uctl demo reload|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/uctl-demo-reload/content.md Uctl CLI > uctl demo > uctl demo start|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/uctl-demo-start/content.md Uctl CLI > uctl demo > uctl demo status|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/uctl-demo-status/content.md Uctl CLI > uctl demo > uctl demo teardown|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-demo/uctl-demo-teardown/content.md Uctl CLI > uctl get|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/content.md Uctl CLI > uctl get > uctl get app|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-app/content.md Uctl CLI > uctl get > uctl get cluster|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-cluster/content.md Uctl CLI > uctl get > uctl get cluster-pool-attributes|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-cluster-pool-attributes/content.md Uctl CLI > uctl get > uctl get cluster-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-cluster-resource-attribute/content.md Uctl CLI > uctl get > uctl get clusterconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-clusterconfig/content.md Uctl CLI > uctl get > uctl get clusterconfigs|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-clusterconfigs/content.md Uctl CLI > uctl get > uctl get clusterpool|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-clusterpool/content.md Uctl CLI > uctl get > uctl get clusterpoolconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-clusterpoolconfig/content.md Uctl CLI > uctl get > uctl get clusterswithconfig|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-clusterswithconfig/content.md Uctl CLI > uctl get > uctl get echo|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-echo/content.md Uctl CLI > uctl get > uctl get execution|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-execution/content.md Uctl CLI > uctl get > uctl get execution-cluster-label|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-execution-cluster-label/content.md Uctl CLI > uctl get > uctl get execution-queue-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-execution-queue-attribute/content.md Uctl CLI > uctl get > uctl get executionoperation|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-executionoperation/content.md Uctl CLI > uctl get > uctl get identityassignment|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-identityassignment/content.md Uctl CLI > uctl get > uctl get launchplan|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-launchplan/content.md Uctl CLI > uctl get > uctl get plugin-override|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-plugin-override/content.md Uctl CLI > uctl get > uctl get policy|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-policy/content.md Uctl CLI > uctl get > uctl get project|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-project/content.md Uctl CLI > uctl get > uctl get role|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-role/content.md Uctl CLI > uctl get > uctl get task|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-task/content.md Uctl CLI > uctl get > uctl get task-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-task-resource-attribute/content.md Uctl CLI > uctl get > uctl get workflow|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-workflow/content.md Uctl CLI > uctl get > uctl get workflow-execution-config|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-get/uctl-get-workflow-execution-config/content.md Uctl CLI > uctl register|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-register/content.md Uctl CLI > uctl register > uctl register examples|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-register/uctl-register-examples/content.md Uctl CLI > uctl register > uctl register files|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-register/uctl-register-files/content.md Uctl CLI > uctl update|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/content.md Uctl CLI > uctl update > uctl update cluster-pool-attributes|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-cluster-pool-attributes/content.md Uctl CLI > uctl update > uctl update cluster-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-cluster-resource-attribute/content.md Uctl CLI > uctl update > uctl update execution|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-execution/content.md Uctl CLI > uctl update > uctl update execution-cluster-label|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-execution-cluster-label/content.md Uctl CLI > uctl update > uctl update execution-queue-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-execution-queue-attribute/content.md Uctl CLI > uctl update > uctl update launchplan|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-launchplan/content.md Uctl CLI > uctl update > uctl update launchplan-meta|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-launchplan-meta/content.md Uctl CLI > uctl update > uctl update plugin-override|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-plugin-override/content.md Uctl CLI > uctl update > uctl update project|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-project/content.md Uctl CLI > uctl update > uctl update task-meta|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-task-meta/content.md Uctl CLI > uctl update > uctl update task-resource-attribute|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-task-resource-attribute/content.md Uctl CLI > uctl update > uctl update workflow-execution-config|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-workflow-execution-config/content.md Uctl CLI > uctl update > uctl update workflow-meta|https://www.union.ai/docs/v2/byoc/api-reference/uctl-cli/uctl-update/uctl-update-workflow-meta/content.md Integrations|https://www.union.ai/docs/v2/byoc/api-reference/integrations/content.md Integrations > Dask|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/content.md Integrations > Dask > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/classes/content.md Integrations > Dask > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/packages/content.md Integrations > Dask > Packages > flyteplugins.dask|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/packages/flyteplugins.dask/content.md Integrations > Dask > Packages > flyteplugins.dask > Dask|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/packages/flyteplugins.dask/dask/content.md Integrations > Dask > Packages > flyteplugins.dask > Scheduler|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/packages/flyteplugins.dask/scheduler/content.md Integrations > Dask > Packages > flyteplugins.dask > WorkerGroup|https://www.union.ai/docs/v2/byoc/api-reference/integrations/dask/packages/flyteplugins.dask/workergroup/content.md Integrations > OpenAI|https://www.union.ai/docs/v2/byoc/api-reference/integrations/openai/content.md Integrations > Polars|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/content.md Integrations > Polars > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/classes/content.md Integrations > Polars > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/content.md Integrations > Polars > Packages > flyteplugins.polars.df_transformer|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/flyteplugins.polars.df_transformer/content.md Integrations > Polars > Packages > flyteplugins.polars.df_transformer > ParquetToPolarsDecodingHandler|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/flyteplugins.polars.df_transformer/parquettopolarsdecodinghandler/content.md Integrations > Polars > Packages > flyteplugins.polars.df_transformer > ParquetToPolarsLazyFrameDecodingHandler|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/flyteplugins.polars.df_transformer/parquettopolarslazyframedecodinghandler/content.md Integrations > Polars > Packages > flyteplugins.polars.df_transformer > PolarsLazyFrameToParquetEncodingHandler|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/flyteplugins.polars.df_transformer/polarslazyframetoparquetencodinghandler/content.md Integrations > Polars > Packages > flyteplugins.polars.df_transformer > PolarsToParquetEncodingHandler|https://www.union.ai/docs/v2/byoc/api-reference/integrations/polars/packages/flyteplugins.polars.df_transformer/polarstoparquetencodinghandler/content.md Integrations > PyTorch|https://www.union.ai/docs/v2/byoc/api-reference/integrations/pytorch/content.md Integrations > PyTorch > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/pytorch/classes/content.md Integrations > PyTorch > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/pytorch/packages/content.md Integrations > PyTorch > Packages > flyteplugins.pytorch|https://www.union.ai/docs/v2/byoc/api-reference/integrations/pytorch/packages/flyteplugins.pytorch/content.md Integrations > PyTorch > Packages > flyteplugins.pytorch > Elastic|https://www.union.ai/docs/v2/byoc/api-reference/integrations/pytorch/packages/flyteplugins.pytorch/elastic/content.md Integrations > Ray|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/content.md Integrations > Ray > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/classes/content.md Integrations > Ray > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/packages/content.md Integrations > Ray > Packages > flyteplugins.ray|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/packages/flyteplugins.ray/content.md Integrations > Ray > Packages > flyteplugins.ray > HeadNodeConfig|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/packages/flyteplugins.ray/headnodeconfig/content.md Integrations > Ray > Packages > flyteplugins.ray > RayJobConfig|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/packages/flyteplugins.ray/rayjobconfig/content.md Integrations > Ray > Packages > flyteplugins.ray > WorkerNodeConfig|https://www.union.ai/docs/v2/byoc/api-reference/integrations/ray/packages/flyteplugins.ray/workernodeconfig/content.md Integrations > SGLang|https://www.union.ai/docs/v2/byoc/api-reference/integrations/sglang/content.md Integrations > SGLang > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/sglang/classes/content.md Integrations > SGLang > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/sglang/packages/content.md Integrations > SGLang > Packages > flyteplugins.sglang|https://www.union.ai/docs/v2/byoc/api-reference/integrations/sglang/packages/flyteplugins.sglang/content.md Integrations > SGLang > Packages > flyteplugins.sglang > SGLangAppEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/integrations/sglang/packages/flyteplugins.sglang/sglangappenvironment/content.md Integrations > Snowflake|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/content.md Integrations > Snowflake > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/classes/content.md Integrations > Snowflake > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/packages/content.md Integrations > Snowflake > Packages > flyteplugins.snowflake|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/packages/flyteplugins.snowflake/content.md Integrations > Snowflake > Packages > flyteplugins.snowflake > Snowflake|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/packages/flyteplugins.snowflake/snowflake/content.md Integrations > Snowflake > Packages > flyteplugins.snowflake > SnowflakeConfig|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/packages/flyteplugins.snowflake/snowflakeconfig/content.md Integrations > Snowflake > Packages > flyteplugins.snowflake > SnowflakeConnector|https://www.union.ai/docs/v2/byoc/api-reference/integrations/snowflake/packages/flyteplugins.snowflake/snowflakeconnector/content.md Integrations > Spark|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/content.md Integrations > Spark > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/classes/content.md Integrations > Spark > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/packages/content.md Integrations > Spark > Packages > flyteplugins.spark|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/packages/flyteplugins.spark/content.md Integrations > Spark > Packages > flyteplugins.spark > ParquetToSparkDecoder|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/packages/flyteplugins.spark/parquettosparkdecoder/content.md Integrations > Spark > Packages > flyteplugins.spark > Spark|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/packages/flyteplugins.spark/spark/content.md Integrations > Spark > Packages > flyteplugins.spark > SparkToParquetEncoder|https://www.union.ai/docs/v2/byoc/api-reference/integrations/spark/packages/flyteplugins.spark/sparktoparquetencoder/content.md Integrations > Union|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/content.md Integrations > Union > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/classes/content.md Integrations > Union > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/content.md Integrations > Union > Packages > flyteplugins.union.internal.validate.validate.validate_pb2|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.internal.validate.validate.validate_pb2/content.md Integrations > Union > Packages > flyteplugins.union.internal.validate.validate.validate_pb2_grpc|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.internal.validate.validate.validate_pb2_grpc/content.md Integrations > Union > Packages > flyteplugins.union.remote|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.remote/content.md Integrations > Union > Packages > flyteplugins.union.remote > ApiKey|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.remote/apikey/content.md Integrations > Union > Packages > flyteplugins.union.utils.auth|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.utils.auth/content.md Integrations > Union > Packages > flyteplugins.union.utils.auth > AppClientCredentials|https://www.union.ai/docs/v2/byoc/api-reference/integrations/union/packages/flyteplugins.union.utils.auth/appclientcredentials/content.md Integrations > vLLM|https://www.union.ai/docs/v2/byoc/api-reference/integrations/vllm/content.md Integrations > vLLM > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/vllm/classes/content.md Integrations > vLLM > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/vllm/packages/content.md Integrations > vLLM > Packages > flyteplugins.vllm|https://www.union.ai/docs/v2/byoc/api-reference/integrations/vllm/packages/flyteplugins.vllm/content.md Integrations > vLLM > Packages > flyteplugins.vllm > VLLMAppEnvironment|https://www.union.ai/docs/v2/byoc/api-reference/integrations/vllm/packages/flyteplugins.vllm/vllmappenvironment/content.md Integrations > Weights & Biases|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/content.md Integrations > Weights & Biases > Classes|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/classes/content.md Integrations > Weights & Biases > Packages|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/packages/content.md Integrations > Weights & Biases > Packages > flyteplugins.wandb|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/packages/flyteplugins.wandb/content.md Integrations > Weights & Biases > Packages > flyteplugins.wandb > Wandb|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/packages/flyteplugins.wandb/wandb/content.md Integrations > Weights & Biases > Packages > flyteplugins.wandb > WandbSweep|https://www.union.ai/docs/v2/byoc/api-reference/integrations/wandb/packages/flyteplugins.wandb/wandbsweep/content.md Community|https://www.union.ai/docs/v2/byoc/community/content.md Contributing docs and examples|https://www.union.ai/docs/v2/byoc/community/contributing-docs/content.md Contributing docs and examples > Quick start|https://www.union.ai/docs/v2/byoc/community/contributing-docs/quick-start/content.md Contributing docs and examples > Variants|https://www.union.ai/docs/v2/byoc/community/contributing-docs/variants/content.md Contributing docs and examples > Versions|https://www.union.ai/docs/v2/byoc/community/contributing-docs/versions/content.md Contributing docs and examples > Authoring|https://www.union.ai/docs/v2/byoc/community/contributing-docs/authoring/content.md Contributing docs and examples > Shortcodes|https://www.union.ai/docs/v2/byoc/community/contributing-docs/shortcodes/content.md Contributing docs and examples > Redirects|https://www.union.ai/docs/v2/byoc/community/contributing-docs/redirects/content.md Contributing docs and examples > API docs|https://www.union.ai/docs/v2/byoc/community/contributing-docs/api-docs/content.md Contributing docs and examples > Publishing|https://www.union.ai/docs/v2/byoc/community/contributing-docs/publishing/content.md Release notes|https://www.union.ai/docs/v2/byoc/release-notes/content.md Platform deployment|https://www.union.ai/docs/v2/byoc/deployment/content.md Platform architecture|https://www.union.ai/docs/v2/byoc/deployment/platform-architecture/content.md Managing Union with Terraform|https://www.union.ai/docs/v2/byoc/deployment/terraform/content.md Managing Union with Terraform > Installing the Union Terraform Provider|https://www.union.ai/docs/v2/byoc/deployment/terraform/installation/content.md Managing Union with Terraform > Managing Union Resources with Terraform|https://www.union.ai/docs/v2/byoc/deployment/terraform/management/content.md Managing Union with Terraform > Security Best Practices|https://www.union.ai/docs/v2/byoc/deployment/terraform/security/content.md Configuring your data plane|https://www.union.ai/docs/v2/byoc/deployment/configuring-your-data-plane/content.md Multi-cluster and multi-cloud|https://www.union.ai/docs/v2/byoc/deployment/multi-cluster/content.md Data plane setup on AWS|https://www.union.ai/docs/v2/byoc/deployment/data-plane-setup-on-aws/content.md Data plane setup on GCP|https://www.union.ai/docs/v2/byoc/deployment/data-plane-setup-on-gcp/content.md Data plane setup on Azure|https://www.union.ai/docs/v2/byoc/deployment/data-plane-setup-on-azure/content.md Data retention policy|https://www.union.ai/docs/v2/byoc/deployment/data-retention-policy/content.md Enabling AWS resources|https://www.union.ai/docs/v2/byoc/deployment/enabling-aws-resources/content.md Enabling AWS resources > Enabling AWS S3|https://www.union.ai/docs/v2/byoc/deployment/enabling-aws-resources/enabling-aws-s3/content.md Enabling AWS resources > Enabling AWS ECR|https://www.union.ai/docs/v2/byoc/deployment/enabling-aws-resources/enabling-aws-ecr/content.md Enabling AWS resources > Enabling AWS Secrets Manager|https://www.union.ai/docs/v2/byoc/deployment/enabling-aws-resources/enabling-aws-secrets-manager/content.md Enabling GCP resources|https://www.union.ai/docs/v2/byoc/deployment/enabling-gcp-resources/content.md Enabling GCP resources > Enabling Google Cloud Storage|https://www.union.ai/docs/v2/byoc/deployment/enabling-gcp-resources/enabling-google-cloud-storage/content.md Enabling GCP resources > Enabling Google Artifact Registry|https://www.union.ai/docs/v2/byoc/deployment/enabling-gcp-resources/enabling-google-artifact-registry/content.md Enabling GCP resources > Enabling Google Secret Manager|https://www.union.ai/docs/v2/byoc/deployment/enabling-gcp-resources/enabling-google-secret-manager/content.md Enabling GCP resources > Enabling BigQuery|https://www.union.ai/docs/v2/byoc/deployment/enabling-gcp-resources/enabling-bigquery/content.md Enabling Azure resources|https://www.union.ai/docs/v2/byoc/deployment/enabling-azure-resources/content.md Enabling Azure resources > Enabling Azure Blob Storage|https://www.union.ai/docs/v2/byoc/deployment/enabling-azure-resources/enabling-azure-blob-storage/content.md Enabling Azure resources > Enabling Azure Container Registry (ACR)|https://www.union.ai/docs/v2/byoc/deployment/enabling-azure-resources/enabling-azure-container-registry/content.md Enabling Azure resources > Enabling Azure Key Vault|https://www.union.ai/docs/v2/byoc/deployment/enabling-azure-resources/enabling-azure-key-vault/content.md Single sign on setup|https://www.union.ai/docs/v2/byoc/deployment/single-sign-on-setup/content.md Single sign on setup > Google OpenID Connect|https://www.union.ai/docs/v2/byoc/deployment/single-sign-on-setup/google-oidc/content.md Single sign on setup > Microsoft Entra ID (formerly Azure AD)|https://www.union.ai/docs/v2/byoc/deployment/single-sign-on-setup/microsoft-entra-id/content.md Single sign on setup > Other identity providers|https://www.union.ai/docs/v2/byoc/deployment/single-sign-on-setup/other-identity-providers/content.md