/
mkdocs.yml
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mkdocs.yml
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site_name: Prefect Docs
site_url: https://docs.prefect.io/
repo_url: https://github.com/PrefectHQ/prefect
edit_uri: edit/main/docs
extra_css:
- stylesheets/theme.css
- stylesheets/admonitions.css
- stylesheets/api_ref.css
- stylesheets/rest_ref.css
- stylesheets/syntax_highlights.css
- stylesheets/termynal.css
- stylesheets/extra.css
extra_javascript:
- js/custom.js
- js/termynal.js
markdown_extensions:
- admonition
- attr_list
- codehilite
- md_in_html
- meta
- pymdownx.highlight:
use_pygments: true
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.details
- pymdownx.tabbed:
alternate_style: true
- toc:
permalink: true
- pymdownx.snippets
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
theme:
name: material
custom_dir: docs/overrides
favicon: img/favicon.png
features:
- announce.dismiss
- content.action.edit
- content.code.copy
- navigation.tabs.sticky
- search.suggest
- search.highlight
- navigation.path
- navigation.indexes
- content.tabs.link
font:
text: Inter
code: Source Code Pro
icon:
repo: fontawesome/brands/github
edit: material/pencil
logo: img/logos/prefect-logo-white.svg
palette:
- media: "(prefers-color-scheme: light)"
accent: "#0225AC"
primary: "#0225AC"
scheme: default
toggle:
icon: material/weather-sunny
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
accent: "#0225AC"
primary: "#0225AC"
scheme: slate
toggle:
icon: material/weather-night
name: Switch to light mode
validation:
absolute_links: ignore
unrecognized_links: ignore
plugins:
mike:
canonical_version: latest
version_selector: true
alias_type: copy
autorefs: {}
mkdocstrings:
handlers:
python:
options:
show_root_heading: True
show_object_full_path: False
show_category_heading: False
show_bases: True
show_submodules: False
show_if_no_docstring: False
show_signature: False
heading_level: 1
filters: ["!^_"]
render_swagger: {}
search: {}
gen-files:
scripts:
- docs/integrations/generate_catalog.py
- docs/integrations/generate_catalog.py
- docs/recipes/generate_catalog.py
watch:
- mkdocs.yml
- mkdocs.insiders.yml
- src/prefect/
extra:
generator: false
version:
provider: mike
analytics:
provider: custom
property: G-3M31G9B0QJ
amplitude_key: !ENV [AMPLITUDE_API_KEY, ""]
amplitude_url:
!ENV [AMPLITUDE_URL, "https://api2.amplitude.com/2/httpapi"]
feedback:
title: Was this page helpful?
ratings:
- icon: material/emoticon-happy-outline
name: This page was helpful
data: 1
note: >-
Thank you for your feedback!
- icon: material/emoticon-sad-outline
name: This page could be improved
data: 0
note: >-
Thank you for your feedback! Feel free to
<a href="https://github.com/PrefectHQ/prefect/issues/new?assignees=&labels=docs%2Cstatus%3Atriage&projects=&template=4_docs_change.yaml"
target="_blank"> open an issue </a> with more detail.
# social:
# - icon: fontawesome/brands/slack
# link: https://www.prefect.io/slack/
# - icon: fontawesome/brands/discourse
# link: https://discourse.prefect.io/
# - icon: fontawesome/brands/youtube
# link: https://www.youtube.com/c/PrefectIO/videos
# - icon: fontawesome/regular/newspaper
# link: https://prefect.io/guide/
# - icon: fontawesome/brands/twitter
# link: https://twitter.com/PrefectIO
# - icon: fontawesome/brands/linkedin
# link: https://www.linkedin.com/company/prefect/
# - icon: fontawesome/brands/github
# link: https://github.com/PrefectHQ/prefect
# - icon: fontawesome/brands/docker
# link: https://hub.docker.com/r/prefecthq/prefect/
# - icon: fontawesome/brands/python
# link: https://pypi.org/project/prefect/
nav:
- Getting Started:
- index.md
- Installation: getting-started/installation.md
- Quickstart: getting-started/quickstart.md
- Tutorial:
- tutorial/index.md
- Flows: tutorial/flows.md
- Tasks: tutorial/tasks.md
- Deployments: tutorial/deployments.md
- Work Pools: tutorial/work-pools.md
- Workers: tutorial/workers.md
- How-to Guides:
- guides/index.md
- Development:
- Hosting: guides/host.md
- Profiles & Settings: guides/settings.md
- Testing: guides/testing.md
- Global Concurrency Limits: guides/global-concurrency-limits.md
- Runtime Context: guides/runtime-context.md
- Variables: guides/variables.md
- Prefect Client: guides/using-the-client.md
- Interactive Workflows: guides/creating-interactive-workflows.md
- Automations: guides/automations.md
- Webhooks: guides/webhooks.md
- Terraform Provider: https://registry.terraform.io/providers/PrefectHQ/prefect/latest/docs/guides/getting-started
- CI/CD: guides/ci-cd.md
- Specifying Upstream Dependencies: guides/specifying-upstream-dependencies.md
- Third-party Secrets: guides/secrets.md
- Recipes: recipes/recipes.md
- Execution:
- Docker: guides/docker.md
- State Change Hooks: guides/state-change-hooks.md
- Dask & Ray: guides/dask-ray-task-runners.md
- Read and Write Data: guides/moving-data.md
- Big Data: guides/big-data.md
- Logging: guides/logs.md
- Troubleshooting: guides/troubleshooting.md
- Managed Execution: guides/managed-execution.md
- Shell Commands: guides/cli-shell.md
- Work Pools:
- Deploying Flows to Work pools and Workers: guides/prefect-deploy.md
- Upgrade from Agents to Workers: guides/upgrade-guide-agents-to-workers.md
- Flow Code Storage: guides/deployment/storage-guide.md
- Kubernetes: guides/deployment/kubernetes.md
- Serverless Push Work Pools: guides/deployment/push-work-pools.md
- Serverless Work Pools with Workers: guides/deployment/serverless-workers.md
- Daemonize Processes: guides/deployment/daemonize.md
- Custom Workers: guides/deployment/developing-a-new-worker-type.md
- Job Variable Overrides: guides/deployment/overriding-job-variables.md
- Concepts:
- concepts/index.md
- Flows: concepts/flows.md
- Tasks: concepts/tasks.md
- Deployments: concepts/deployments.md
- Work Pools & Workers: concepts/work-pools.md
- Schedules: concepts/schedules.md
- Results: concepts/results.md
- Artifacts: concepts/artifacts.md
- States: concepts/states.md
- Blocks: concepts/blocks.md
- Task Runners: concepts/task-runners.md
- Automations: concepts/automations.md
- Block and Agent-Based Deployments:
- Deployments: concepts/deployments-block-based.md
- Infrastructure: concepts/infrastructure.md
- Storage: concepts/storage.md
- Agents: concepts/agents.md
- Cloud:
- cloud/index.md
- Workspaces: cloud/workspaces.md
- Users:
- cloud/users/index.md
- Roles (RBAC): cloud/users/roles.md
- API Keys: cloud/users/api-keys.md
- Service Accounts: cloud/users/service-accounts.md
- Single Sign-On (SSO): cloud/users/sso.md
- Audit Log: cloud/users/audit-log.md
- Object-Level Access Control Lists: cloud/users/object-access-control-lists.md
- Teams: cloud/users/teams.md
- API Rate Limits: cloud/rate-limits.md
- Connecting & Troubleshooting: cloud/connecting.md
- Events: cloud/events.md
- Incidents: cloud/incidents.md
- Integrations:
- integrations/index.md
- Using Integrations: integrations/usage.md
- Contributing Integrations: integrations/contribute.md
- Libraries:
- AWS:
- integrations/prefect-aws/index.md
- Guides:
- Setting up an ECS Worker: integrations/prefect-aws/ecs_guide.md
- Batch: integrations/prefect-aws/batch.md
- Client Waiter: integrations/prefect-aws/client_waiter.md
- Credentials: integrations/prefect-aws/credentials.md
- ECS Worker: integrations/prefect-aws/ecs_worker.md
- ECS (deprecated): integrations/prefect-aws/ecs.md
- Glue Job: integrations/prefect-aws/glue_job.md
- Lambda: integrations/prefect-aws/lambda_function.md
- Deployments:
- Steps: integrations/prefect-aws/deployments/steps.md
- S3: integrations/prefect-aws/s3.md
- Secrets Manager: integrations/prefect-aws/secrets_manager.md
- Azure:
- integrations/prefect-azure/index.md
- ACI Worker Guide: integrations/prefect-azure/aci_worker.md
- Credentials: integrations/prefect-azure/credentials.md
- Blob Storage: integrations/prefect-azure/blob_storage.md
- Cosmos DB: integrations/prefect-azure/cosmos_db.md
- ML Datastore: integrations/prefect-azure/ml_datastore.md
- Container Instance Block: integrations/prefect-azure/container_instance.md
- Container Instance Worker: integrations/prefect-azure/container_instance_worker.md
- Deployments:
- Steps: integrations/prefect-azure/deployments/steps.md
- Bitbucket:
- integrations/prefect-bitbucket/index.md
- Credentials: integrations/prefect-bitbucket/credentials.md
- Repositories: integrations/prefect-bitbucket/repositories.md
- Dask:
- integrations/prefect-dask/index.md
- Usage Guide: integrations/prefect-dask/usage_guide.md
- Task Runners: integrations/prefect-dask/task_runners.md
- Utils: integrations/prefect-dask/utils.md
- Databricks:
- integrations/prefect-databricks/index.md
- Credentials: integrations/prefect-databricks/credentials.md
- Jobs: integrations/prefect-databricks/jobs.md
- Rest: integrations/prefect-databricks/rest.md
- Flows: integrations/prefect-databricks/flows.md
- dbt:
- integrations/prefect-dbt/index.md
- Cloud:
- Credentials: integrations/prefect-dbt/cloud/credentials.md
- Jobs: integrations/prefect-dbt/cloud/jobs.md
- Runs: integrations/prefect-dbt/cloud/runs.md
- Clients: integrations/prefect-dbt/cloud/clients.md
- Models: integrations/prefect-dbt/cloud/models.md
- Utils: integrations/prefect-dbt/cloud/utils.md
- CLI:
- Credentials: integrations/prefect-dbt/cli/credentials.md
- Commands: integrations/prefect-dbt/cli/commands.md
- Configs:
- Base: integrations/prefect-dbt/cli/configs/base.md
- BigQuery: integrations/prefect-dbt/cli/configs/bigquery.md
- Postgres: integrations/prefect-dbt/cli/configs/postgres.md
- Snowflake: integrations/prefect-dbt/cli/configs/snowflake.md
- Docker:
- integrations/prefect-docker/index.md
- Host: integrations/prefect-docker/host.md
- Credentials: integrations/prefect-docker/credentials.md
- Containers: integrations/prefect-docker/containers.md
- Images: integrations/prefect-docker/images.md
- Deployments:
- Steps: integrations/prefect-docker/deployments/steps.md
- Worker: integrations/prefect-docker/worker.md
- Email:
- integrations/prefect-email/index.md
- Credentials: integrations/prefect-email/credentials.md
- Message: integrations/prefect-email/message.md
- GCP:
- integrations/prefect-gcp/index.md
- Google Cloud Run Execution Guide: integrations/prefect-gcp/gcp-worker-guide.md
- Credentials: integrations/prefect-gcp/credentials.md
- Cloud Storage: integrations/prefect-gcp/cloud_storage.md
- BigQuery: integrations/prefect-gcp/bigquery.md
- Secret Manager: integrations/prefect-gcp/secret_manager.md
- Cloud Run: integrations/prefect-gcp/cloud_run.md
- AI Platform: integrations/prefect-gcp/aiplatform.md
- Deployment Steps: integrations/prefect-gcp/deployments/steps.md
- Workers:
- Cloud Run: integrations/prefect-gcp/cloud_run_worker.md
- Cloud Run V2: cintegrations/prefect-gcp/loud_run_worker_v2.md
- Vertex AI: integrations/prefect-gcp/vertex_worker.md
- GitHub:
- integrations/prefect-github/index.md
- Credentials: integrations/prefect-github/credentials.md
- Graphql: integrations/prefect-github/graphql.md
- Mutations: integrations/prefect-github/mutations.md
- Organization: integrations/prefect-github/organization.md
- Repository: integrations/prefect-github/repository.md
- Repository Owner: integrations/prefect-github/repository_owner.md
- User: integrations/prefect-github/user.md
- Utils: integrations/prefect-github/utils.md
- Viewer: integrations/prefect-github/viewer.md
- Graphql Schema: integrations/prefect-github/schemas/graphql_schema.md
- Gitlab:
- integrations/prefect-gitlab/index.md
- Credentials: integrations/prefect-gitlab/credentials.md
- Repositories: integrations/prefect-gitlab/repositories.md
- Kubernetes:
- integrations/prefect-kubernetes/index.md
- Credentials: integrations/prefect-kubernetes/credentials.md
- Custom Objects: integrations/prefect-kubernetes/custom_objects.md
- Deployments: integrations/prefect-kubernetes/deployments.md
- Exceptions: integrations/prefect-kubernetes/exceptions.md
- Flows: integrations/prefect-kubernetes/flows.md
- Jobs: integrations/prefect-kubernetes/jobs.md
- Pods: integrations/prefect-kubernetes/pods.md
- Services: integrations/prefect-kubernetes/services.md
- Utilities: integrations/prefect-kubernetes/utilities.md
- Worker: integrations/prefect-kubernetes/worker.md
- Ray:
- integrations/prefect-ray/index.md
- Task Runners: integrations/prefect-ray/task-runners.md
- Shell:
- integrations/prefect-shell/index.md
- Commands: integrations/prefect-shell/commands.md
- Slack:
- integrations/prefect-slack/index.md
- Credentials: integrations/prefect-slack/credentials.md
- Messages: integrations/prefect-slack/messages.md
- Snowflake:
- integrations/prefect-snowflake/index.md
- Credentials: integrations/prefect-snowflake/credentials.md
- Database: integrations/prefect-snowflake/database.md
- SQLAlchemy:
- integrations/prefect-sqlalchemy/index.md
- Credentials: integrations/prefect-sqlalchemy/credentials.md
- Database: integrations/prefect-sqlalchemy/database.md
- API Reference:
- api-ref/index.md
- Python SDK:
- api-ref/python/index.md
- "prefect.artifacts": api-ref/prefect/artifacts.md
- "prefect.automations": api-ref/prefect/automations.md
- "prefect.blocks":
- "core": api-ref/prefect/blocks/core.md
- "fields": api-ref/prefect/blocks/fields.md
- "kubernetes": api-ref/prefect/blocks/kubernetes.md
- "notifications": api-ref/prefect/blocks/notifications.md
- "system": api-ref/prefect/blocks/system.md
- "webhook": api-ref/prefect/blocks/webhook.md
- "prefect.client":
- "base": api-ref/prefect/client/base.md
- "cloud": api-ref/prefect/client/cloud.md
- "orchestration": api-ref/prefect/client/orchestration.md
- "schemas": api-ref/prefect/client/schemas.md
- "utilities": api-ref/prefect/client/utilities.md
- "prefect.cli":
- "artifact": api-ref/prefect/cli/artifact.md
- "block": api-ref/prefect/cli/block.md
- "cloud": api-ref/prefect/cli/cloud.md
- "cloud": api-ref/prefect/cli/cloud.webhook.md
- "concurrency_limit": api-ref/prefect/cli/concurrency_limit.md
- "config": api-ref/prefect/cli/config.md
- "deploy": api-ref/prefect/cli/deploy.md
- "deployment": api-ref/prefect/cli/deployment.md
- "dev": api-ref/prefect/cli/dev.md
- "flow": api-ref/prefect/cli/flow.md
- "flow_run": api-ref/prefect/cli/flow_run.md
- "kubernetes": api-ref/prefect/cli/kubernetes.md
- "profile": api-ref/prefect/cli/profile.md
- "project": api-ref/prefect/cli/project.md
- "root": api-ref/prefect/cli/root.md
- "server": api-ref/prefect/cli/server.md
- "shell": api-ref/prefect/cli/shell.md
- "variable": api-ref/prefect/cli/variable.md
- "work_pool": api-ref/prefect/cli/work_pool.md
- "work_queue": api-ref/prefect/cli/work_queue.md
- "worker": api-ref/prefect/cli/worker.md
- "prefect.context": api-ref/prefect/context.md
- "prefect.concurrency":
- "asyncio": api-ref/prefect/concurrency/asyncio.md
- "events": api-ref/prefect/concurrency/events.md
- "services": api-ref/prefect/concurrency/services.md
- "sync": api-ref/prefect/concurrency/sync.md
- "prefect.deployments":
- "deployments": api-ref/prefect/deployments/deployments.md
- "base": api-ref/prefect/deployments/base.md
- "runner": api-ref/prefect/deployments/runner.md
- "steps.core": api-ref/prefect/deployments/steps/core.md
- "steps.pull": api-ref/prefect/deployments/steps/pull.md
- "steps.utility": api-ref/prefect/deployments/steps/utility.md
- "prefect.engine": api-ref/prefect/engine.md
- "prefect.exceptions": api-ref/prefect/exceptions.md
- "prefect.events": api-ref/prefect/events.md
- "prefect.filesystems": api-ref/prefect/filesystems.md
- "prefect.flows": api-ref/prefect/flows.md
- "prefect.flow_runs": api-ref/prefect/flow_runs.md
- "prefect.futures": api-ref/prefect/futures.md
- "prefect.infrastructure": api-ref/prefect/infrastructure.md
- "prefect.input":
- "actions": api-ref/prefect/input/actions.md
- "run_input": api-ref/prefect/input/run_input.md
- "prefect.logging":
- "configuration": api-ref/prefect/logging/configuration.md
- "formatters": api-ref/prefect/logging/formatters.md
- "handlers": api-ref/prefect/logging/handlers.md
- "highlighters": api-ref/prefect/logging/highlighters.md
- "loggers": api-ref/prefect/logging/loggers.md
- "prefect.manifests": api-ref/prefect/manifests.md
- "prefect.runner":
- "runner": api-ref/prefect/runner/runner.md
- "server": api-ref/prefect/runner/server.md
- "storage": api-ref/prefect/runner/storage.md
- "utils": api-ref/prefect/runner/utils.md
- "prefect.runtime":
- "flow_run": api-ref/prefect/runtime/flow_run.md
- "deployment": api-ref/prefect/runtime/deployment.md
- "task_run": api-ref/prefect/runtime/task_run.md
- "prefect.serializers": api-ref/prefect/serializers.md
- "prefect.settings": api-ref/prefect/settings.md
- "prefect.states": api-ref/prefect/states.md
- "prefect.task_runners": api-ref/prefect/task-runners.md
- "prefect.tasks": api-ref/prefect/tasks.md
- "prefect.testing": api-ref/prefect/testing.md
- "prefect.utilities":
- "annotations": api-ref/prefect/utilities/annotations.md
- "asyncutils": api-ref/prefect/utilities/asyncutils.md
- "callables": api-ref/prefect/utilities/callables.md
- "collections": api-ref/prefect/utilities/collections.md
- "compat": api-ref/prefect/utilities/compat.md
- "context": api-ref/prefect/utilities/context.md
- "dispatch": api-ref/prefect/utilities/dispatch.md
- "dockerutils": api-ref/prefect/utilities/dockerutils.md
- "filesystem": api-ref/prefect/utilities/filesystem.md
- "hashing": api-ref/prefect/utilities/hashing.md
- "importtools": api-ref/prefect/utilities/importtools.md
- "math": api-ref/prefect/utilities/math.md
- "names": api-ref/prefect/utilities/names.md
- "processutils": api-ref/prefect/utilities/processutils.md
- "pydantic": api-ref/prefect/utilities/pydantic.md
- "render_swagger": api-ref/prefect/utilities/render_swagger.md
- "services": api-ref/prefect/utilities/services.md
- "slugify": api-ref/prefect/utilities/slugify.md
- "templating": api-ref/prefect/utilities/templating.md
- "text": api-ref/prefect/utilities/text.md
- "visualization": api-ref/prefect/utilities/visualization.md
- "prefect.variables": api-ref/prefect/variables.md
- "prefect.workers":
- "base": api-ref/prefect/workers/base.md
- "block": api-ref/prefect/workers/block.md
- "process": api-ref/prefect/workers/process.md
- "server": api-ref/prefect/workers/server.md
- "utilities": api-ref/prefect/workers/utilities.md
- REST API:
- api-ref/rest-api/index.md
- Prefect Cloud REST API Reference: https://app.prefect.cloud/api/docs
- Prefect Server REST API Reference: api-ref/rest-api-reference.md
- Server API:
- api-ref/server/index.md
- "API":
- "server.api.admin": api-ref/server/api/admin.md
- "server.api.csrf_token": api-ref/server/api/csrf_token.md
- "server.api.dependencies": api-ref/server/api/dependencies.md
- "server.api.deployments": api-ref/server/api/deployments.md
- "server.api.flows": api-ref/server/api/flows.md
- "server.api.flow_runs": api-ref/server/api/flow_runs.md
- "server.api.flow_run_states": api-ref/server/api/flow_run_states.md
- "server.api.middleware": api-ref/server/api/middleware.md
- "server.api.run_history": api-ref/server/api/run_history.md
- "server.api.saved_searches": api-ref/server/api/saved_searches.md
- "server.api.server": api-ref/server/api/server.md
- "server.api.task_runs": api-ref/server/api/task_runs.md
- "server.api.task_run_states": api-ref/server/api/task_run_states.md
- "Models":
- "server.models.csrf_token": api-ref/server/models/csrf_token.md
- "server.models.flows": api-ref/server/models/flows.md
- "server.models.flow_runs": api-ref/server/models/flow_runs.md
- "server.models.flow_run_states": api-ref/server/models/flow_run_states.md
- "server.models.task_runs": api-ref/server/models/task_runs.md
- "server.models.task_run_states": api-ref/server/models/task_run_states.md
- "server.models.deployments": api-ref/server/models/deployments.md
- "server.models.saved_searches": api-ref/server/models/saved_searches.md
- "Orchestration":
- "server.orchestration.rules": api-ref/server/orchestration/rules.md
- "server.orchestration.policies": api-ref/server/orchestration/policies.md
- "server.orchestration.core_policy": api-ref/server/orchestration/core_policy.md
- "server.orchestration.global_policy": api-ref/server/orchestration/global_policy.md
- "Schemas":
- "server.schemas.actions": api-ref/server/schemas/actions.md
- "server.schemas.core": api-ref/server/schemas/core.md
- "server.schemas.filters": api-ref/server/schemas/filters.md
- "server.schemas.responses": api-ref/server/schemas/responses.md
- "server.schemas.schedules": api-ref/server/schemas/schedules.md
- "server.schemas.sorting": api-ref/server/schemas/sorting.md
- "server.schemas.states": api-ref/server/schemas/states.md
- "Services":
- "server.services.late_runs": api-ref/server/services/late_runs.md
- "server.services.loop_service": api-ref/server/services/loop_service.md
- "server.services.scheduler": api-ref/server/services/scheduler.md
- "Utilities":
- "server.utilities.database": api-ref/server/utilities/database.md
- "server.utilities.schemas": api-ref/server/utilities/schemas.md
- "server.utilities.server": api-ref/server/utilities/server.md
- Community:
- community/index.md
- Contributing: contributing/overview.md
- Style: contributing/style.md
- Versioning: contributing/versioning.md