# Sift

> Explore how to accelerate mission-critical engineering with Sift

## Docs

- [Automate telemetry review with Sift](https://docs.siftstack.com/documentation/home.md): Ingest telemetry. Define checks. Automate reviews.
- [What is Sift?](https://docs.siftstack.com/documentation/get-started/what-is-sift.md): Learn the core concepts of the Sift data model.
- [Create your first telemetry workflow](https://docs.siftstack.com/documentation/get-started/quickstart.md): Quickly learn how to import your telemetry into Sift.
- [Understand Assets, Channels, and Runs](https://docs.siftstack.com/documentation/get-started/data-model.md): Learn how Sift organizes data
- [Navigate the Sift workspace](https://docs.siftstack.com/documentation/get-started/navigate.md)
- [Glossary](https://docs.siftstack.com/documentation/get-started/glossary.md): Definitions of common Sift concepts including Runs, Channels, Annotations, Campaigns, and data ingestion methods.
- [Import data from a file](https://docs.siftstack.com/documentation/ingest/data-import/import-data-from-a-file.md): Import a telemetry file into Sift and start analyzing your data.
- [Stream live telemetry](https://docs.siftstack.com/documentation/ingest/stream/index.md): Choose a method to send real-time telemetry data from your application to Sift.
- [Choose a streaming method](https://docs.siftstack.com/documentation/ingest/stream/choose-a-streaming-method.md): Select the streaming method that fits your situation
- [Stream your first telemetry data with Python](https://docs.siftstack.com/documentation/ingest/stream/stream-your-first-telemetry-data-with-python.md): Send telemetry to Sift using Python.
- [Stream telemetry from a running application](https://docs.siftstack.com/documentation/ingest/stream/stream-telemetry-from-a-running-application.md): Stream structured telemetry over gRPC with an ingestion config
- [Organize streamed data into Assets and Runs](https://docs.siftstack.com/documentation/ingest/stream/organize-streamed-data-into-assets-and-runs.md): Associate your streamed telemetry with Runs
- [Continue streaming across multiple Runs](https://docs.siftstack.com/documentation/ingest/stream/continue-streaming-across-multiple-runs.md): Stream data across restarts or separate processes
- [Monitor ingestion health](https://docs.siftstack.com/documentation/ingest/monitor-ingestion-health.md): Use sift_app to verify data flow, troubleshoot ingestion failures, and track pipeline performance.
- [Analyze a Run](https://docs.siftstack.com/documentation/analyze/analyze-a-run.md): Open a Run in Explore, plot Channels, and build a multi-Panel workspace to analyze telemetry.
- [Investigate a telemetry anomaly](https://docs.siftstack.com/documentation/analyze/investigate-telemetry-anomaly.md): Isolate unusual signal behavior, compare related Channels, and identify the root cause of an anomaly.
- [Compare signals over time](https://docs.siftstack.com/documentation/analyze/compare-signals-over-time.md): Plot multiple Channels in the same workspace to identify correlations, trends, and dependencies between signals.
- [Compare a Run against a baseline](https://docs.siftstack.com/documentation/analyze/compare-run-baseline.md): Compare a new Run against a baseline Run to identify regressions and validate expected behavior.
- [Align Runs for comparison](https://docs.siftstack.com/documentation/analyze/align-runs-comparison.md): Align multiple Runs to a shared T-0 reference point so signals line up for meaningful comparison.
- [Standardize analysis across Runs](https://docs.siftstack.com/documentation/analyze/standardize-analysis-across-runs.md): Save your analysis setup once and apply it to any dataset without rebuilding from scratch.
- [Monitor telemetry in real time](https://docs.siftstack.com/documentation/analyze/monitor-telemetry-in-real-time.md): Use Live mode in Explore to monitor real-time telemetry as it streams into Sift.
- [Overview](https://docs.siftstack.com/documentation/review/overview.md): Learn how Rules, Reports, Annotations, and Campaigns work together when reviewing a Run
- [Detect and review issues in a Run](https://docs.siftstack.com/documentation/review/detect-and-review-issues-in-a-run.md): Generate a Report, review flagged issues, and close them out
- [Detect deviations automatically using Rules](https://docs.siftstack.com/documentation/review/detect-deviations-automatically-using-rules.md): Automatically flag anomalies in your telemetry without manual inspection.
- [Set up a repeatable review checklist](https://docs.siftstack.com/documentation/review/set-up-a-repeatable-review-checklist.md): Create a standard set of automated checks that applies to every new dataset automatically.
- [Triage and close out flagged issues](https://docs.siftstack.com/documentation/review/triage-and-close-out-flagged-issues.md): Work through a Report's Annotations: assign, update, and resolve issues to drive a review to completion
- [Campaigns: track a multi-Run review effort](https://docs.siftstack.com/documentation/review/track-a-multi-run-review-campaign.md): Organize Reports from multiple Runs into a Campaign and track overall review progress
- [Overview](https://docs.siftstack.com/documentation/analyze/families/overview.md)
- [Group Runs into a Family](https://docs.siftstack.com/documentation/analyze/families/group-runs-into-a-family.md): Create a named group of related Runs to use as a comparison baseline, statistical reference, and automated detection source.
- [Compare Runs visually against a Family baseline](https://docs.siftstack.com/documentation/analyze/families/compare-runs-visually-against-a-family-baseline.md): Overlay Family members on a shared aligned time axis in Explore to inspect variance, identify outliers, and compare a new Run against the historical spread.
- [Detect statistical deviations using Family Rules](https://docs.siftstack.com/documentation/analyze/families/detect-deviations-from-a-historical-baseline.md): Automatically flag when new data falls outside the expected range of your historical reference.
- [Manage Families](https://docs.siftstack.com/documentation/analyze/families/keep-a-family-current.md): Update Family membership, configuration, and statistics as your test program evolves.
- [Calculated Channels: create a derived signal](https://docs.siftstack.com/documentation/transform/create-a-derived-signal.md): Use a Calculated Channel to compute a new derived signal without modifying the original telemetry data.
- [Reuse expression logic](https://docs.siftstack.com/documentation/transform/reuse-expression-logic.md): Define expression logic once and reference it across multiple Calculated Channels, Rules, and User-Defined Functions.
- [Reference files in expressions](https://docs.siftstack.com/documentation/transform/reference-files-in-expressions.md): Use file data from Assets and Runs in Rule and Calculated Channel expressions instead of hardcoding values.
- [Export data to a file](https://docs.siftstack.com/documentation/export/export-data-from-a-file.md): Export telemetry data from a Run to a file for downstream analysis, sharing, or archiving.
- [Sift CLI setup](https://docs.siftstack.com/documentation/cli/sift-cli.md): Install, configure, and run the Sift CLI to import and export telemetry from the command line.
- [Import files with the Sift CLI](https://docs.siftstack.com/documentation/cli/import-files-with-the-sift-cli.md): Import CSV, Parquet, TDMS, HDF5, ULog, and backup files into Sift from the command line.
- [Export data with the Sift CLI](https://docs.siftstack.com/documentation/cli/export-data-with-the-sift-cli.md): Export Run and Asset telemetry from Sift to a file from the command line.
- [Sift MCP server](https://docs.siftstack.com/documentation/cli/sift-mcp.md): Connect AI coding agents to Sift with the Sift Model Context Protocol server.
- [Visualize Sift telemetry in Grafana](https://docs.siftstack.com/documentation/integrate/visualize-sift-telemetry-in-grafana.md): Connect Sift as a Grafana data source to build persistent, team-facing dashboards for live monitoring and historical analysis.
- [Open Explore with a dynamic URL](https://docs.siftstack.com/documentation/integrate/open-explore-with-a-dynamic-url.md): Construct a URL with query parameters to open Explore with Runs or Assets, Channels, Panel type, and an optional time range preloaded.
- [Set up API access](https://docs.siftstack.com/documentation/manage/set-up-api-access.md): Create an API key and obtain the base URL needed to authenticate and send requests to the Sift API.
- [Get alerted when a limit is breached](https://docs.siftstack.com/documentation/manage/get-alerted-when-a-limit-is-breached.md): Set up a webhook to receive notifications in an external system when a Rule is violated or resolved during live data ingestion.
- [Organize resources with Metadata](https://docs.siftstack.com/documentation/manage/organize-and-filter-resources-with-metadata.md): Define a structured taxonomy using Metadata keys to organize, categorize, and filter resources including Runs, Campaigns, and Annotations across your workspace.
- [Recover failed ingestion data](https://docs.siftstack.com/documentation/manage/identify-and-recover-failed-ingestion-data.md): Review DLQ entries, download failed data, and reingest it after resolving the issue.
- [Connect an Identity Provider (IdP)](https://docs.siftstack.com/documentation/manage/connect-an-identity-provider.md): Configure an external Identity Provider to manage users and groups in Sift using SCIM push provisioning.
- [Manage user access](https://docs.siftstack.com/documentation/manage/manage-user-access.md): Invite users, manage their status, and organize them into groups to control access to Sift.
- [Set up attribute-based access policies](https://docs.siftstack.com/documentation/manage/set-up-data-access-governance.md): Use Data Access Governance (DAG) to control access to Sift resources.
- [Sift CLI reference](https://docs.siftstack.com/documentation/reference/cli-reference.md): Complete command, subcommand, and flag reference for the Sift CLI.
- [File formats for import and export](https://docs.siftstack.com/documentation/reference/supported-file-formats.md): File formats supported for importing and exporting data in the Sift UI.
- [Ingestion config streaming reference](https://docs.siftstack.com/documentation/reference/stream/ingestion-config-streaming-reference.md): Field definitions, protobuf schemas, and examples for ingestion-config-based streaming
- [Protobuf ingestion reference](https://docs.siftstack.com/documentation/reference/stream/protobuf-ingestion-reference.md): Schema registration, data ingestion, and channel parsing options for protobuf-based streaming
- [Schemaless ingestion reference](https://docs.siftstack.com/documentation/reference/stream/schemaless-ingestion-reference.md): Field definitions and examples for sending JSON to Sift over REST without pre-registering a schema
- [Influx Line Protocol reference](https://docs.siftstack.com/documentation/reference/stream/influx-line-protocol-reference.md): Configuration and examples for streaming data to Sift using an Influx client
- [Client library reference](https://docs.siftstack.com/documentation/reference/stream/client-library-reference.md): Installation, imports, and complete code examples for the Sift Python, Go, and Rust client libraries
- [Streaming error reference](https://docs.siftstack.com/documentation/reference/stream/streaming-error-reference.md)
- [Assets reference](https://docs.siftstack.com/documentation/reference/asset-settings.md): Settings, options, and behaviors for Assets in Sift.
- [Explore reference](https://docs.siftstack.com/documentation/reference/explore-settings.md): Settings, options, and behaviors for all Explore features.
- [Explore (legacy) settings](https://docs.siftstack.com/documentation/reference/explore-legacy-settings.md): Settings, options, and behaviors for Explore (legacy) features.
- [CEL expression](https://docs.siftstack.com/documentation/reference/expression-syntax.md): Functions, operators, and Channel references for writing expressions using Sift's supported subset of CEL in Calculated Channels, Rules, and User-Defined Functions
- [Channels reference](https://docs.siftstack.com/documentation/reference/channels-reference.md): Naming rules and supported data types for Channels in Sift
- [Runs reference](https://docs.siftstack.com/documentation/reference/runs-reference.md): File attachments and Run management in Sift
- [Families reference](https://docs.siftstack.com/documentation/reference/families-reference.md): Core concepts and processes involved in creating and using Families.
- [Campaigns reference](https://docs.siftstack.com/documentation/reference/campaigns-reference.md): Data model, operations, filters, and permissions for Campaigns in Sift
- [Rules reference](https://docs.siftstack.com/documentation/reference/rule-settings.md): Settings, options, and behaviors for Rules in Sift.
- [Reports reference](https://docs.siftstack.com/documentation/reference/reports-reference.md): Fields, statuses, and settings for Reports in Sift
- [Report Templates reference](https://docs.siftstack.com/documentation/reference/report-templates-reference.md): Apply the same checks to every Run automatically with a Report Template
- [Calculated Channels reference](https://docs.siftstack.com/documentation/reference/calculated-channel-settings.md): Settings, options, and behaviors for Calculated Channels in Sift.
- [User-Defined Functions reference](https://docs.siftstack.com/documentation/reference/user-defined-functions-settings.md): Settings, options, and behaviors for User-Defined Functions in Sift.
- [Annotations reference](https://docs.siftstack.com/documentation/reference/annotations-reference.md): Status definitions, valid transitions, and file attachment limits for Annotations
- [Report chart display options](https://docs.siftstack.com/documentation/reference/report-chart-display-options.md): Strip charts, merged charts, Log Viewer, and keyboard navigation in Reports
- [Naming conventions and limits](https://docs.siftstack.com/documentation/reference/naming-rules.md): Character limits, allowed characters, and mutability behavior for Asset, Channel, Run, and other Sift entity names.
- [Webhook settings](https://docs.siftstack.com/documentation/reference/manage/webhooks-settings.md): Settings, options, and behaviors for Webhooks in Sift.
- [Metadata settings](https://docs.siftstack.com/documentation/reference/manage/metadata-settings.md): Settings, options, and behaviors for Metadata in Sift, including supported resource types such as Runs, Campaigns, and Annotations.
- [Identity Provider (IdP) settings](https://docs.siftstack.com/documentation/reference/manage/idp-settings.md): Settings, options, and behaviors for Identity Provider (IdP) integration in Sift.
- [User Management settings](https://docs.siftstack.com/documentation/reference/manage/user-management-settings.md): Settings, options, and behaviors for User Management in Sift.
- [Authorization models settings](https://docs.siftstack.com/documentation/reference/manage/authorization-models-settings.md): Settings, options, and behaviors for Role-Based Access Control (RBAC) and Data Access Governance (DAG) in Sift.
- [Troubleshooting](https://docs.siftstack.com/documentation/troubleshoot/troubleshooting.md): Learn how to fix common configuration issues.
- [Learning path](https://docs.siftstack.com/learning-path/overview.md): Begin your Sift journey and grow your confidence with step-by-step tutorials
- [Tutorial 1: Import and visualize historical data in Sift](https://docs.siftstack.com/learning-path/tutorial-1/overview.md): Explore different methods for ingesting historical data
- [Step 1: Understand how Sift organizes telemetry data](https://docs.siftstack.com/learning-path/tutorial-1/step-1.md)
- [Step 2: Discover methods to import historical data](https://docs.siftstack.com/learning-path/tutorial-1/step-2.md)
- [Step 3: Understand how to visualize imported historical data](https://docs.siftstack.com/learning-path/tutorial-1/step-3.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-1/conclusion.md)
- [Tutorial 2: Stream and visualize live data in Sift](https://docs.siftstack.com/learning-path/tutorial-2/overview.md): Explore the different streaming options available for live data ingestion
- [Step 1: Discuss options to live stream data](https://docs.siftstack.com/learning-path/tutorial-2/step-1.md)
- [Step 2: Understand how to observe live-streamed data](https://docs.siftstack.com/learning-path/tutorial-2/step-2.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-2/conclusion.md)
- [Tutorial 3: Visualize and analyze data with interactive telemetry charts](https://docs.siftstack.com/learning-path/tutorial-3/overview.md): Discover Sift's tools to explore, navigate, inspect, and compare your telemetry
- [Step 1: Learn about Panels](https://docs.siftstack.com/learning-path/tutorial-3/step-1.md)
- [Step 2: Create a multi-Panel layout](https://docs.siftstack.com/learning-path/tutorial-3/step-2.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-3/conclusion.md)
- [Tutorial 4: Automatically detect and summarize issues in telemetry data](https://docs.siftstack.com/learning-path/tutorial-4/overview.md): Use Sift's Rules and Reports features to automatically detect anomalies and summarize insights
- [Step 1: Create a Rule](https://docs.siftstack.com/learning-path/tutorial-4/step-1.md)
- [Step 2: Generate a Report](https://docs.siftstack.com/learning-path/tutorial-4/step-2.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-4/conclusion.md)
- [Tutorial 5: Trigger real-time alerts from live data events](https://docs.siftstack.com/learning-path/tutorial-5/overview.md): Enable real-time notifications by connecting Rule triggers to external systems using Webhooks.
- [Step 1: Understand Webhooks](https://docs.siftstack.com/learning-path/tutorial-5/step-1.md)
- [Step 2: Create a Webhook](https://docs.siftstack.com/learning-path/tutorial-5/step-2.md)
- [Step 3: Connect the Webhook to the Rule](https://docs.siftstack.com/learning-path/tutorial-5/step-3.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-5/conclusion.md)
- [Tutorial 6: Create new signals from original data](https://docs.siftstack.com/learning-path/tutorial-6/overview.md): Use Calculated Channels to generate new signals and metrics from your existing telemetry
- [Step 1: Understand Calculated Channels](https://docs.siftstack.com/learning-path/tutorial-6/step-1.md)
- [Step 2: Create a Calculated Channel](https://docs.siftstack.com/learning-path/tutorial-6/step-2.md)
- [Step 3: Plot a Calculated Channel](https://docs.siftstack.com/learning-path/tutorial-6/step-3.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-6/conclusion.md)
- [Tutorial 7: Build reusable logic for consistent data transformation](https://docs.siftstack.com/learning-path/tutorial-7/overview.md): Centralize reusable transformation logic using User-Defined Functions
- [Step 1: Understand User-Defined Functions](https://docs.siftstack.com/learning-path/tutorial-7/step-1.md)
- [Step 2: Create a User-Defined Function](https://docs.siftstack.com/learning-path/tutorial-7/step-2.md)
- [Step 3: Apply User-Defined Functions](https://docs.siftstack.com/learning-path/tutorial-7/step-3.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-7/conclusion.md)
- [Tutorial 8: Tag and search workspace resources with Metadata](https://docs.siftstack.com/learning-path/tutorial-8/overview.md): Use Metadata to add structured context to your workspace resources for faster searching and better organization.
- [Step 1: Understand Metadata](https://docs.siftstack.com/learning-path/tutorial-8/step-1.md)
- [Step 2: Create a Metadata key](https://docs.siftstack.com/learning-path/tutorial-8/step-2.md)
- [Step 3: Use Metadata to improve discoverability](https://docs.siftstack.com/learning-path/tutorial-8/step-3.md)
- [Conclusion](https://docs.siftstack.com/learning-path/tutorial-8/conclusion.md)
- [Tutorials](https://docs.siftstack.com/tutorials/overview.md): Explore step-by-step tutorials that show you how to use Sift’s full range of features and capabilities
- [Getting started with streaming data to Sift using Python](https://docs.siftstack.com/tutorials/ingest/tutorial-1.md): Learn how to send live telemetry from a Python script to Sift and view it in real time
- [Getting started with streaming data to Sift using Rust](https://docs.siftstack.com/tutorials/ingest/tutorial-2.md): Learn how to send live telemetry from a Rust application to Sift and view it in real time
- [Getting started with Explore (legacy)](https://docs.siftstack.com/tutorials/analyze/explore-v1/tutorial-1.md): Learn how to work with Explore (legacy)
- [Getting started with Explore](https://docs.siftstack.com/tutorials/analyze/explore/tutorial-1.md): Build your first multi Panel workspace to visualize and understand your data
- [Integrate an Identity Provider (IdP) with Sift](https://docs.siftstack.com/tutorials/manage/tutorial-1.md): Learn how to integrate an external IdP with Sift using Microsoft Entra ID
- [Getting started with Metadata in Sift](https://docs.siftstack.com/tutorials/manage/tutorial-2.md): Learn how to create Metadata keys and filter resources in Sift
- [API](https://docs.siftstack.com/api/overview.md): Automate telemetry review and data export using Sift's REST and gRPC APIs
- [Authenticate with the API](https://docs.siftstack.com/api/authenticate/authenticate-with-the-api.md): Authenticate REST or gRPC requests to Sift using an API key and a base URL.
- [Generate a gRPC client with Buf](https://docs.siftstack.com/api/clients/generate-a-client-with-buf.md): Compile Sift's Protocol Buffers into a client for your language and protobuf version when an official client doesn't fit your environment.
- [Create, preview, and evaluate Rules programmatically](https://docs.siftstack.com/api/review/evaluate-rules.md): Create, preview, and evaluate Rules programmatically against a Run or Asset to generate a Report and Annotations.
- [Create, preview, and evaluate Ad Hoc Rules](https://docs.siftstack.com/api/review/manage-ad-hoc-rules.md): Create, preview, and evaluate Ad Hoc Rules programmatically for automated pipelines such as CI/CD.
- [Export data programmatically](https://docs.siftstack.com/api/export/export-data-programmatically.md): Export telemetry data from Sift using the REST API, an official client library, or a client generated with Buf.
- [Export data to MATLAB](https://docs.siftstack.com/api/export/export-data-to-matlab.md): Get telemetry data from Sift into MATLAB for analysis using the official Python client or the REST API.
- [ListAnnotationLogs](https://docs.siftstack.com/api-reference/annotationlogservice/listannotationlogs.md): Retrieves annotation logs using an optional filter.
- [ListAnnotationLogs](https://docs.siftstack.com/api-reference/annotationlogservice/listannotationlogs-1.md): Retrieves annotation logs using an optional filter.
- [CreateAnnotationLog](https://docs.siftstack.com/api-reference/annotationlogservice/createannotationlog.md): Creates an annotation log on an annotation.
- [DeleteAnnotationLog](https://docs.siftstack.com/api-reference/annotationlogservice/deleteannotationlog.md): Deletes an annotation log.
- [ListAnnotation](https://docs.siftstack.com/api-reference/annotationservice/listannotation.md): Retrieves annotations using an optional filter.
- [CreateAnnotation](https://docs.siftstack.com/api-reference/annotationservice/createannotation.md): Creates an annotation.
- [UpdateAnnotation](https://docs.siftstack.com/api-reference/annotationservice/updateannotation.md): Updates an existing annotation using using the list of fields specified in `update_mask`.
- [GetAnnotation](https://docs.siftstack.com/api-reference/annotationservice/getannotation.md): Retrieves an annotation
- [DeleteAnnotation](https://docs.siftstack.com/api-reference/annotationservice/deleteannotation.md): Archives an annotation.
- [ArchiveAnnotation](https://docs.siftstack.com/api-reference/annotationservice/archiveannotation.md): Archives an annotation.
- [UnarchiveAnnotation](https://docs.siftstack.com/api-reference/annotationservice/unarchiveannotation.md): Unarchives an annotation.
- [BatchArchiveAnnotations](https://docs.siftstack.com/api-reference/annotationservice/batcharchiveannotations.md): Batch archives annotations.
- [BatchDeleteAnnotation](https://docs.siftstack.com/api-reference/annotationservice/batchdeleteannotation.md): Batch archives annotations.
- [BatchUnarchiveAnnotations](https://docs.siftstack.com/api-reference/annotationservice/batchunarchiveannotations.md): Batch unarchives annotations.
- [ListAssets](https://docs.siftstack.com/api-reference/assetservice/listassets.md): Retrieves assets using an optional filter.
- [CreateAsset](https://docs.siftstack.com/api-reference/assetservice/createasset.md): Creates a new, empty asset.
- [UpdateAsset](https://docs.siftstack.com/api-reference/assetservice/updateasset.md): Update fields on an asset.
- [GetAsset](https://docs.siftstack.com/api-reference/assetservice/getasset.md): Retrieves an asset.
- [DeleteAsset](https://docs.siftstack.com/api-reference/assetservice/deleteasset.md): Deletes an asset.
- [ArchiveAsset](https://docs.siftstack.com/api-reference/assetservice/archiveasset.md): Archives an asset.
- [ListAutomationTriggers](https://docs.siftstack.com/api-reference/automationservice/listautomationtriggers.md): Retrieve and optionally filter a list of automation triggers.
- [CreateAutomationTrigger](https://docs.siftstack.com/api-reference/automationservice/createautomationtrigger.md): Create an automation trigger.
- [UpdateAutomationTrigger](https://docs.siftstack.com/api-reference/automationservice/updateautomationtrigger.md): Update select fields of an existing automation trigger.
- [GetAutomationTrigger](https://docs.siftstack.com/api-reference/automationservice/getautomationtrigger.md): Retrieve an automation trigger by ID.
- [DeleteAutomationTrigger](https://docs.siftstack.com/api-reference/automationservice/deleteautomationtrigger.md): Soft-delete an automation trigger by setting its archived_date.
- [ListExpressionIdentifiers](https://docs.siftstack.com/api-reference/calculatedchannelsservice/listexpressionidentifiers.md): Retrieves a list of valid identifiers that can be used as part of a calculated channel expression.
- [ValidateExpression](https://docs.siftstack.com/api-reference/calculatedchannelsservice/validateexpression.md): Used to validate whether or not an expression used for a calculated channel is valid.
- [ListCampaigns](https://docs.siftstack.com/api-reference/campaignservice/listcampaigns.md): List campaigns.
- [CreateCampaign](https://docs.siftstack.com/api-reference/campaignservice/createcampaign.md): Create a campaign.
- [UpdateCampaign](https://docs.siftstack.com/api-reference/campaignservice/updatecampaign.md): Updates an existing campaign using the list of fields specified in `update_mask`.
- [GetCampaign](https://docs.siftstack.com/api-reference/campaignservice/getcampaign.md): Retrieve a campaign.
- [ListCampaignAnnotations](https://docs.siftstack.com/api-reference/campaignservice/listcampaignannotations.md): List annotations for a campaign.
- [GetCampaignReportSummaries](https://docs.siftstack.com/api-reference/campaignservice/getcampaignreportsummaries.md): Returns per-campaign report summaries in bulk.
- [GetCampaign](https://docs.siftstack.com/api-reference/campaignservice/getcampaign-1.md): Retrieve a campaign.
- [CreateChannelSchema](https://docs.siftstack.com/api-reference/channelschemaservice/createchannelschema.md): Create a channel schema
- [BatchCreateChannelSchemas](https://docs.siftstack.com/api-reference/channelschemaservice/batchcreatechannelschemas.md): Create a batch of channel schemas
- [CreateChannelSchema](https://docs.siftstack.com/api-reference/channelschemaservice/createchannelschema-1.md): Create a channel schema
- [BatchCreateChannelSchemas](https://docs.siftstack.com/api-reference/channelschemaservice/batchcreatechannelschemas-1.md): Create a batch of channel schemas
- [ListComments](https://docs.siftstack.com/api-reference/commentservice/listcomments.md): Retrieves comments using an optional filter.
- [CreateComment](https://docs.siftstack.com/api-reference/commentservice/createcomment.md): Creates a comment on a resource.
- [UpdateComment](https://docs.siftstack.com/api-reference/commentservice/updatecomment.md): Updates the body of an existing comment.
- [DeleteComment](https://docs.siftstack.com/api-reference/commentservice/deletecomment.md): Deletes a comment.
- [GetData](https://docs.siftstack.com/api-reference/dataservice/getdata.md): Query data
- [GetData](https://docs.siftstack.com/api-reference/dataservice/getdata-1.md): Query data
- [ReadDoc](https://docs.siftstack.com/api-reference/docsservice/readdoc.md): Read the full markdown of a Sift documentation page by path.
- [SearchDocs](https://docs.siftstack.com/api-reference/docsservice/searchdocs.md): Keyword search across Sift's product documentation.
- [Batch lists all resource-attributes for multiple entities. Excludes archived by default.](https://docs.siftstack.com/api-reference/resourceattributeservice/batch-lists-all-resource-attributes-for-multiple-entities-excludes-archived-by-default.md)
- [Lists all resource-attributes for a specific entity. Excludes archived by default.](https://docs.siftstack.com/api-reference/resourceattributeservice/lists-all-resource-attributes-for-a-specific-entity-excludes-archived-by-default.md)
- [Post apiv1resource attribute enum values](https://docs.siftstack.com/api-reference/resourceattributeservice/post-apiv1resource-attribute-enum-values.md)
- [Archives multiple enum values and migrates all resource-attributes with those values to their respective replacement values.](https://docs.siftstack.com/api-reference/resourceattributeservice/archives-multiple-enum-values-and-migrates-all-resource-attributes-with-those-values-to-their-respective-replacement-values.md)
- [Unarchives multiple enum values BUT DOES NOT migrate resource-attributes with a replacement value back to the original value.](https://docs.siftstack.com/api-reference/resourceattributeservice/unarchives-multiple-enum-values-but-does-not-migrate-resource-attributes-with-a-replacement-value-back-to-the-original-value.md)
- [Archives an enum value and migrates all resource-attributes with that value to a replacement value.](https://docs.siftstack.com/api-reference/resourceattributeservice/archives-an-enum-value-and-migrates-all-resource-attributes-with-that-value-to-a-replacement-value.md)
- [Get apiv1resource attribute enum values](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attribute-enum-values.md)
- [Patch apiv1resource attribute enum values](https://docs.siftstack.com/api-reference/resourceattributeservice/patch-apiv1resource-attribute-enum-values.md)
- [Unarchives an enum value BUT DOES NOT migrate resource-attributes with a replacement value back to the original value.](https://docs.siftstack.com/api-reference/resourceattributeservice/unarchives-an-enum-value-but-does-not-migrate-resource-attributes-with-a-replacement-value-back-to-the-original-value.md)
- [Get apiv1resource attribute keys](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attribute-keys.md)
- [Post apiv1resource attribute keys](https://docs.siftstack.com/api-reference/resourceattributeservice/post-apiv1resource-attribute-keys.md)
- [Archives multiple resource_attribute keys AND all their associated enum values AND all their associated resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/archives-multiple-resource_attribute-keys-and-all-their-associated-enum-values-and-all-their-associated-resource-attributes.md)
- [Unarchives multiple resource_attribute keys BUT NOT their associated enum values OR resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/unarchives-multiple-resource_attribute-keys-but-not-their-associated-enum-values-or-resource-attributes.md)
- [Get apiv1resource attribute keys 1](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attribute-keys-1.md)
- [Patch apiv1resource attribute keys](https://docs.siftstack.com/api-reference/resourceattributeservice/patch-apiv1resource-attribute-keys.md)
- [Archives a resource_attribute key AND all its associated enum values AND all its associated resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/archives-a-resource_attribute-key-and-all-its-associated-enum-values-and-all-its-associated-resource-attributes.md)
- [Get apiv1resource attribute keys archive impact](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attribute-keys-archive-impact.md)
- [Get apiv1resource attribute keys enum values](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attribute-keys-enum-values.md)
- [Unarchives a resource_attribute key BUT NOT its associated enum values OR resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/unarchives-a-resource_attribute-key-but-not-its-associated-enum-values-or-resource-attributes.md)
- [Get apiv1resource attributes](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attributes.md)
- [Creates resource-attributes for multiple entities with the same key-value pair.](https://docs.siftstack.com/api-reference/resourceattributeservice/creates-resource-attributes-for-multiple-entities-with-the-same-key-value-pair.md)
- [Archives multiple resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/archives-multiple-resource-attributes.md)
- [Unarchives multiple resource-attributes.](https://docs.siftstack.com/api-reference/resourceattributeservice/unarchives-multiple-resource-attributes.md)
- [Get apiv1resource attributes 1](https://docs.siftstack.com/api-reference/resourceattributeservice/get-apiv1resource-attributes-1.md)
- [Post apiv1resource attributes archive](https://docs.siftstack.com/api-reference/resourceattributeservice/post-apiv1resource-attributes-archive.md)
- [Post apiv1resource attributes unarchive](https://docs.siftstack.com/api-reference/resourceattributeservice/post-apiv1resource-attributes-unarchive.md)
- [ExportData](https://docs.siftstack.com/api-reference/exportservice/exportdata.md): Export data.
- [GetDownloadUrl](https://docs.siftstack.com/api-reference/exportservice/getdownloadurl.md): Retrieve the download URL for a completed job.
- [GetTokenDetails](https://docs.siftstack.com/api-reference/externalsyncservice/gettokendetails.md): Get details about the most recent token generated, does not include the token itself
- [SyncOrganization](https://docs.siftstack.com/api-reference/externalsyncservice/syncorganization.md): Synchronizes an organization's users and groups
- [GetExternalSyncRun](https://docs.siftstack.com/api-reference/externalsyncservice/getexternalsyncrun.md): Get one external sync run including the full diff payload
- [GenerateToken](https://docs.siftstack.com/api-reference/externalsyncservice/generatetoken.md): Generates a token for synchronizing an organization's users and groups
- [GetIsOrgExternallyProvisioned](https://docs.siftstack.com/api-reference/externalsyncservice/getisorgexternallyprovisioned.md): Returns whether the organization is configured for external (SCIM) user provisioning
- [ListExternalSyncRuns](https://docs.siftstack.com/api-reference/externalsyncservice/listexternalsyncruns.md): List historical external sync runs for the organization (newest first by default)
- [ListExternalSyncTokens](https://docs.siftstack.com/api-reference/externalsyncservice/listexternalsynctokens.md): List all tokens created by org
- [ListFamilies](https://docs.siftstack.com/api-reference/familyservice/listfamilies.md): Retrieves families using an optional filter.
- [CreateFamily](https://docs.siftstack.com/api-reference/familyservice/createfamily.md): Creates a new family.
- [ListFamilyAlignmentPoints](https://docs.siftstack.com/api-reference/familyservice/listfamilyalignmentpoints.md): Lists all alignment points for a specific family version alignment.
- [ListFamilyCandidateRuns](https://docs.siftstack.com/api-reference/familyservice/listfamilycandidateruns.md): Lists runs that match a candidate-run CEL filter. Supports `include_archived` as a CEL directive (archived runs are excluded by default; pass `include_archived == true` in the filter to include them). When `family_id` is provided, runs already on that family's persisted membership (both included and…
- [GetFamily](https://docs.siftstack.com/api-reference/familyservice/getfamily.md): Retrieves the latest version of a family.
- [UpdateFamily](https://docs.siftstack.com/api-reference/familyservice/updatefamily.md): Updates an existing family using the list of fields specified in `update_mask`.
- [ExportFamily](https://docs.siftstack.com/api-reference/familyservice/exportfamily.md): Exports a family to YAML.
- [ImportUpdateFamily](https://docs.siftstack.com/api-reference/familyservice/importupdatefamily.md): Updates an existing family from YAML.
- [GenerateFamilyStatRangeName](https://docs.siftstack.com/api-reference/familyservice/generatefamilystatrangename.md): Derives a name for a family range based on the range configuration. Nothing is persisted to the database.
- [ListFamilyVersions](https://docs.siftstack.com/api-reference/familyservice/listfamilyversions.md): Lists all versions of a family.
- [GetFamilyVersion](https://docs.siftstack.com/api-reference/familyservice/getfamilyversion.md): Retrieves a specific version of a family.
- [ListFamilyAlignments](https://docs.siftstack.com/api-reference/familyservice/listfamilyalignments.md): Lists all alignments for a specific family version.
- [GetFamilyCandidateRunCount](https://docs.siftstack.com/api-reference/familyservice/getfamilycandidateruncount.md): Returns the count of candidate runs for a family version that are not already included or excluded.
- [GetFamilyCandidateRuns](https://docs.siftstack.com/api-reference/familyservice/getfamilycandidateruns.md): Retrieves the candidate runs for a family version based on the run query stored in the family version.
- [ExportFamily](https://docs.siftstack.com/api-reference/familyservice/exportfamily-1.md): Exports a family to YAML.
- [ListFamilyMembers](https://docs.siftstack.com/api-reference/familyservice/listfamilymembers.md): Lists all members of a family version.
- [GetFamily](https://docs.siftstack.com/api-reference/familyservice/getfamily-1.md): Retrieves the latest version of a family.
- [UpdateFamily](https://docs.siftstack.com/api-reference/familyservice/updatefamily-1.md): Updates an existing family using the list of fields specified in `update_mask`.
- [ExportFamily](https://docs.siftstack.com/api-reference/familyservice/exportfamily-2.md): Exports a family to YAML.
- [ImportUpdateFamily](https://docs.siftstack.com/api-reference/familyservice/importupdatefamily-1.md): Updates an existing family from YAML.
- [GetFamilyRuleDependencies](https://docs.siftstack.com/api-reference/familyservice/getfamilyruledependencies.md): Retrieves all rules that reference the specified family across any of its stats.
- [GetFamilies](https://docs.siftstack.com/api-reference/familyservice/getfamilies.md): Retrieves the latest versions of multiple families.
- [ImportFamily](https://docs.siftstack.com/api-reference/familyservice/importfamily.md): Imports a new family from YAML.
- [ValidateFamilyClientKey](https://docs.siftstack.com/api-reference/familyservice/validatefamilyclientkey.md): Used to validate whether or not a client key is valid.
- [ValidateFamilyName](https://docs.siftstack.com/api-reference/familyservice/validatefamilyname.md): Used to validate whether or not a family name is valid.
- [CreateFamilyStatRanges](https://docs.siftstack.com/api-reference/familyservice/createfamilystatranges.md): Creates family stat ranges for existing family stats (within a given family).
- [GetFamilyStat](https://docs.siftstack.com/api-reference/familyservice/getfamilystat.md): Retrieves a family stat configuration.
- [GetFamilyStats](https://docs.siftstack.com/api-reference/familyservice/getfamilystats.md): Retrieves family stats configurations for a family version.
- [ListIngestionConfigs](https://docs.siftstack.com/api-reference/ingestionconfigservice/listingestionconfigs.md): List ingestion configs using an optional filter.
- [CreateIngestionConfig](https://docs.siftstack.com/api-reference/ingestionconfigservice/createingestionconfig.md): Create an ingestion config.
- [GetIngestionConfig](https://docs.siftstack.com/api-reference/ingestionconfigservice/getingestionconfig.md): Retrieves an ingestion config.
- [ListIngestionConfigFlows](https://docs.siftstack.com/api-reference/ingestionconfigservice/listingestionconfigflows.md): List ingestion config flows using an optional filter.
- [CreateIngestionConfigFlows](https://docs.siftstack.com/api-reference/ingestionconfigservice/createingestionconfigflows.md): Create ingestion config flows.
- [ListIngestionConfigs](https://docs.siftstack.com/api-reference/ingestionconfigservice/listingestionconfigs-1.md): List ingestion configs using an optional filter.
- [CreateIngestionConfig](https://docs.siftstack.com/api-reference/ingestionconfigservice/createingestionconfig-1.md): Create an ingestion config.
- [GetIngestionConfig](https://docs.siftstack.com/api-reference/ingestionconfigservice/getingestionconfig-1.md): Retrieves an ingestion config.
- [ListIngestionConfigFlows](https://docs.siftstack.com/api-reference/ingestionconfigservice/listingestionconfigflows-1.md): List ingestion config flows using an optional filter.
- [CreateIngestionConfigFlows](https://docs.siftstack.com/api-reference/ingestionconfigservice/createingestionconfigflows-1.md): Create ingestion config flows.
- [ListJobs](https://docs.siftstack.com/api-reference/jobservice/listjobs.md): List jobs.
- [CancelJob](https://docs.siftstack.com/api-reference/jobservice/canceljob.md): Requests cancellation of a job.
- [RetryJob](https://docs.siftstack.com/api-reference/jobservice/retryjob.md): Manually retries a job.
- [ListMetadataUsage](https://docs.siftstack.com/api-reference/metadataservice/listmetadatausage.md): List metadata key usage.
- [ListMetadataKeys](https://docs.siftstack.com/api-reference/metadataservice/listmetadatakeys.md): List metadata keys.
- [CreateMetadataKey](https://docs.siftstack.com/api-reference/metadataservice/createmetadatakey.md): Create a metadata key.
- [ArchiveMetadataKeys](https://docs.siftstack.com/api-reference/metadataservice/archivemetadatakeys.md): Archive metadata keys.
- [DeleteMetadataKeys](https://docs.siftstack.com/api-reference/metadataservice/deletemetadatakeys.md): Delete metadata keys.
- [UnarchiveMetadataKeys](https://docs.siftstack.com/api-reference/metadataservice/unarchivemetadatakeys.md): Unarchive metadata keys.
- [ListMetadataValues](https://docs.siftstack.com/api-reference/metadataservice/listmetadatavalues.md): List metadata values.
- [Create a metadata value.](https://docs.siftstack.com/api-reference/metadataservice/create-a-metadata-value.md)
- [ArchiveMetadataValues](https://docs.siftstack.com/api-reference/metadataservice/archivemetadatavalues.md): Archive metadata values.
- [DeleteMetadataValues](https://docs.siftstack.com/api-reference/metadataservice/deletemetadatavalues.md): Delete metadata values.
- [UnarchiveMetadataValues](https://docs.siftstack.com/api-reference/metadataservice/unarchivemetadatavalues.md): Unarchive metadata values.
- [ListNotifications](https://docs.siftstack.com/api-reference/notificationservice/listnotifications.md): Retrieves notifications using an optional filter.
- [BatchUpdateNotifications](https://docs.siftstack.com/api-reference/notificationservice/batchupdatenotifications.md): Batch updates a list of notifications using the list of fields specified in their respective `update_mask`s.
- [ListPanelConfigurations](https://docs.siftstack.com/api-reference/panelconfigurationservice/listpanelconfigurations.md): Retrieves panel configurations using an optional filter.
- [CreatePanelConfiguration](https://docs.siftstack.com/api-reference/panelconfigurationservice/createpanelconfiguration.md): Creates a panel configuration.
- [UpdatePanelConfiguration](https://docs.siftstack.com/api-reference/panelconfigurationservice/updatepanelconfiguration.md): Updates an existing panel configuration using using the list of fields specified in `update_mask`.
- [GetPanelConfiguration](https://docs.siftstack.com/api-reference/panelconfigurationservice/getpanelconfiguration.md): Retrieves a panel configuration.
- [Get apiv1ping](https://docs.siftstack.com/api-reference/pingservice/get-apiv1ping.md)
- [ListPolicies](https://docs.siftstack.com/api-reference/policyservice/listpolicies.md): Retrieve policies using an optional filter.
- [CreatePolicy](https://docs.siftstack.com/api-reference/policyservice/createpolicy.md): Create a new policy.
- [UpdatePolicy](https://docs.siftstack.com/api-reference/policyservice/updatepolicy.md): Update a policy.
- [GetPolicy](https://docs.siftstack.com/api-reference/policyservice/getpolicy.md): Retrieve a policy.
- [ArchivePolicy](https://docs.siftstack.com/api-reference/policyservice/archivepolicy.md): Archive a policy.
- [UnarchivePolicy](https://docs.siftstack.com/api-reference/policyservice/unarchivepolicy.md): Unarchive a previously-archived policy.
- [ValidatePolicy](https://docs.siftstack.com/api-reference/policyservice/validatepolicy.md): Validate a Cedar policy configuration.
- [CreatePrincipalAttributeEnumValue](https://docs.siftstack.com/api-reference/principalattributeservice/createprincipalattributeenumvalue.md): Create a principal attribute enum value.
- [BatchArchivePrincipalAttributeEnumValues](https://docs.siftstack.com/api-reference/principalattributeservice/batcharchiveprincipalattributeenumvalues.md): Archives multiple principal attribute enum values and migrates all principal attribute values with those enum values to their respective replacement enum values.
- [BatchUnarchivePrincipalAttributeEnumValues](https://docs.siftstack.com/api-reference/principalattributeservice/batchunarchiveprincipalattributeenumvalues.md): Unarchives multiple principal attribute enum values.
- [ArchivePrincipalAttributeEnumValue](https://docs.siftstack.com/api-reference/principalattributeservice/archiveprincipalattributeenumvalue.md): Archives a principal attribute enum value and migrates all principal attribute values with that enum value to a replacement enum value.
- [GetPrincipalAttributeEnumValue](https://docs.siftstack.com/api-reference/principalattributeservice/getprincipalattributeenumvalue.md): Retrieves a principal attribute enum value.
- [UpdatePrincipalAttributeEnumValue](https://docs.siftstack.com/api-reference/principalattributeservice/updateprincipalattributeenumvalue.md): Updates an existing principal attribute enum value.
- [UnarchivePrincipalAttributeEnumValue](https://docs.siftstack.com/api-reference/principalattributeservice/unarchiveprincipalattributeenumvalue.md): Unarchives a principal attribute enum value.
- [ListPrincipalAttributeKeys](https://docs.siftstack.com/api-reference/principalattributeservice/listprincipalattributekeys.md): Lists principal attribute keys.
- [CreatePrincipalAttributeKey](https://docs.siftstack.com/api-reference/principalattributeservice/createprincipalattributekey.md): Create a principal attribute key.
- [ArchivePrincipalAttributeKeys](https://docs.siftstack.com/api-reference/principalattributeservice/archiveprincipalattributekeys.md): Archive principal attribute keys.
- [UnarchivePrincipalAttributeKeys](https://docs.siftstack.com/api-reference/principalattributeservice/unarchiveprincipalattributekeys.md): Unarchive principal attribute keys.
- [GetPrincipalAttributeKey](https://docs.siftstack.com/api-reference/principalattributeservice/getprincipalattributekey.md): Retrieves a principal attribute key.
- [UpdatePrincipalAttributeKey](https://docs.siftstack.com/api-reference/principalattributeservice/updateprincipalattributekey.md): Updates an existing principal attribute key.
- [CheckPrincipalAttributeKeyArchiveImpact](https://docs.siftstack.com/api-reference/principalattributeservice/checkprincipalattributekeyarchiveimpact.md): Returns the count of active user principal-attribute values that would be archived with this key, and the count of active user-group principal-attribute value rows for this key (those rows stop contributing to evaluation once the key is archived).
- [ListPrincipalAttributeEnumValues](https://docs.siftstack.com/api-reference/principalattributeservice/listprincipalattributeenumvalues.md): Lists principal attribute enum values for a given principal attribute key.
- [ListPrincipalAttributeKeyValues](https://docs.siftstack.com/api-reference/principalattributeservice/listprincipalattributekeyvalues.md): Lists principal attribute values for a given principal attribute key.
- [ListPrincipalAttributeValues](https://docs.siftstack.com/api-reference/principalattributeservice/listprincipalattributevalues.md): Lists principal attribute values.
- [ArchivePrincipalAttributeValues](https://docs.siftstack.com/api-reference/principalattributeservice/archiveprincipalattributevalues.md): Archive principal attribute values.
- [BatchCreatePrincipalAttributeValue](https://docs.siftstack.com/api-reference/principalattributeservice/batchcreateprincipalattributevalue.md): Creates a principal attribute value for multiple principals in a single operation.
- [UnarchivePrincipalAttributeValues](https://docs.siftstack.com/api-reference/principalattributeservice/unarchiveprincipalattributevalues.md): Unarchive principal attribute values.
- [GetPrincipalAttributeValue](https://docs.siftstack.com/api-reference/principalattributeservice/getprincipalattributevalue.md): Retrieves a principal attribute value.
- [ListProtobufDescriptors](https://docs.siftstack.com/api-reference/protobufdescriptorservice/listprotobufdescriptors.md): Retrieve protobuf descriptors using an optional filter.
- [DeleteProtobufDescriptors](https://docs.siftstack.com/api-reference/protobufdescriptorservice/deleteprotobufdescriptors.md): Delete protobuf descriptors of that match the provided `namespace` and `message_type_full_name`.
- [AddProtobufDescriptor](https://docs.siftstack.com/api-reference/protobufdescriptorservice/addprotobufdescriptor.md): Used to register a protobuf message to be ingested.
- [ListProtobufDescriptors](https://docs.siftstack.com/api-reference/protobufdescriptorservice/listprotobufdescriptors-1.md): Retrieve protobuf descriptors using an optional filter.
- [DeleteProtobufDescriptors](https://docs.siftstack.com/api-reference/protobufdescriptorservice/deleteprotobufdescriptors-1.md): Delete protobuf descriptors of that match the provided `namespace` and `message_type_full_name`.
- [AddProtobufDescriptor](https://docs.siftstack.com/api-reference/protobufdescriptorservice/addprotobufdescriptor-1.md): Used to register a protobuf message to be ingested.
- [CheckProtobufDescriptorCompatibility](https://docs.siftstack.com/api-reference/protobufdescriptorservice/checkprotobufdescriptorcompatibility.md): Used to check if a protobuf descriptor is compatible with the existing descriptors.
- [ListRemoteFiles](https://docs.siftstack.com/api-reference/remotefileservice/listremotefiles.md): List remote files.
- [CreateRemoteFile](https://docs.siftstack.com/api-reference/remotefileservice/createremotefile.md): Create a remote file.
- [UpdateRemoteFile](https://docs.siftstack.com/api-reference/remotefileservice/updateremotefile.md): Updates an existing remote file using using the list of fields specified in `update_mask`.
- [GetRemoteFile](https://docs.siftstack.com/api-reference/remotefileservice/getremotefile.md): Retrieve a remote file.
- [DeleteRemoteFile](https://docs.siftstack.com/api-reference/remotefileservice/deleteremotefile.md): Delete a remote file.
- [GetRemoteFileUrl](https://docs.siftstack.com/api-reference/remotefileservice/getremotefileurl.md): Gets a download URL for the remote file.
- [BatchDeleteRemoteFiles](https://docs.siftstack.com/api-reference/remotefileservice/batchdeleteremotefiles.md): Batch delete remote files. Each batch is limited to 1000 records.
- [ListReportTemplates](https://docs.siftstack.com/api-reference/reporttemplateservice/listreporttemplates.md): List report templates.
- [CreateReportTemplate](https://docs.siftstack.com/api-reference/reporttemplateservice/createreporttemplate.md): Create a report template.
- [UpdateReportTemplate](https://docs.siftstack.com/api-reference/reporttemplateservice/updatereporttemplate.md): Updates an existing report template using the list of fields specified in `update_mask`.
- [GetReportTemplate](https://docs.siftstack.com/api-reference/reporttemplateservice/getreporttemplate.md): Retrieve a report template.
- [GetReportTemplate](https://docs.siftstack.com/api-reference/reporttemplateservice/getreporttemplate-1.md): Retrieve a report template.
- [ListReports](https://docs.siftstack.com/api-reference/reportservice/listreports.md): List reports.
- [UpdateReport](https://docs.siftstack.com/api-reference/reportservice/updatereport.md): Update a report.
- [CreateReport](https://docs.siftstack.com/api-reference/reportservice/createreport.md): Create a report.
- [GetReport](https://docs.siftstack.com/api-reference/reportservice/getreport.md): Retrieve a report.
- [ListReportMetadataValues](https://docs.siftstack.com/api-reference/reportservice/listreportmetadatavalues.md): List paginated metadata values for a specific report.
- [ListReportRuleSummaries](https://docs.siftstack.com/api-reference/reportservice/listreportrulesummaries.md): List paginated rule summaries for a specific report.
- [CancelReport](https://docs.siftstack.com/api-reference/reportservice/cancelreport.md): Canceling a report will stop the evaluation of the report and mark it as canceled. Any results that have been calculated up to the point of cancellation will be saved.
- [RerunReport](https://docs.siftstack.com/api-reference/reportservice/rerunreport.md): Rerunning a report will create a new report with the same rule versions and run as the original report and run the evaluation again using the most up-to-date set of data.
- [ListReportsWithCumulativeSummary](https://docs.siftstack.com/api-reference/reportservice/listreportswithcumulativesummary.md): List reports with cumulative summary.
- [GetRule](https://docs.siftstack.com/api-reference/ruleservice/getrule.md): Retrieves the latest version of a rule.
- [UpdateRule](https://docs.siftstack.com/api-reference/ruleservice/updaterule.md): Updates an existing rule.
- [CreateRule](https://docs.siftstack.com/api-reference/ruleservice/createrule.md): Creates a rule.
- [ArchiveRule](https://docs.siftstack.com/api-reference/ruleservice/archiverule.md): Archives a rule.
- [BatchArchiveRules](https://docs.siftstack.com/api-reference/ruleservice/batcharchiverules.md): Batch archives rules.
- [BatchDeleteRules](https://docs.siftstack.com/api-reference/ruleservice/batchdeleterules.md): Archives multiple rules. Deprecated: Use BatchArchiveRules instead.
- [BatchUnarchiveRules](https://docs.siftstack.com/api-reference/ruleservice/batchunarchiverules.md): Batch unarchives rules.
- [BatchUndeleteRules](https://docs.siftstack.com/api-reference/ruleservice/batchundeleterules.md): Deprecated: Use BatchUnarchiveRules instead.
- [DeleteRule](https://docs.siftstack.com/api-reference/ruleservice/deleterule.md): Archives a rule. Deprecated: Use ArchiveRule instead.
- [EvaluateRules](https://docs.siftstack.com/api-reference/ruleservice/evaluaterules.md): Evaluates the provided rules and generate annotations based on the result.
- [SearchRules](https://docs.siftstack.com/api-reference/ruleservice/searchrules.md): Queries rules based on provided search parameters.
- [UnarchiveRule](https://docs.siftstack.com/api-reference/ruleservice/unarchiverule.md): Unarchives a rule.
- [UndeleteRule](https://docs.siftstack.com/api-reference/ruleservice/undeleterule.md): Deprecated: Use UnarchiveRule instead.
- [ListRuleVersions](https://docs.siftstack.com/api-reference/ruleservice/listruleversions.md): Retrieves a list of rule versions for the given rule.
- [BatchGetRules](https://docs.siftstack.com/api-reference/ruleservice/batchgetrules.md): Retrieves multiple rules.
- [BatchGetRuleVersions](https://docs.siftstack.com/api-reference/ruleservice/batchgetruleversions.md): Retrieves multiple rules by rule versions.
- [BatchUpdateRules](https://docs.siftstack.com/api-reference/ruleservice/batchupdaterules.md): Updates existing rules or creates rules that do not exist.
- [ListRules](https://docs.siftstack.com/api-reference/ruleservice/listrules.md): Retrieves a list of rules.
- [UpdateHumanFriendlyRules](https://docs.siftstack.com/api-reference/ruleservice/updatehumanfriendlyrules.md): Batch update rules given the `rules_json` which is a JSON list of rules.
- [UpdateJsonRules](https://docs.siftstack.com/api-reference/ruleservice/updatejsonrules.md): Batch update rules given the `rules_json` which is a JSON list of rules.
- [ValidateJsonRules](https://docs.siftstack.com/api-reference/ruleservice/validatejsonrules.md): Validate a batch update for rules given the `rules_json` which is a JSON list of rules.
- [GetRuleVersion](https://docs.siftstack.com/api-reference/ruleservice/getruleversion.md): Retrieves a specific version of a rule.
- [ViewHumanFriendlyRules](https://docs.siftstack.com/api-reference/ruleservice/viewhumanfriendlyrules.md): Retrieve a JSON object containing all of the rules for a given asset.
- [ViewJsonRules](https://docs.siftstack.com/api-reference/ruleservice/viewjsonrules.md): Retrieve a JSON object containing all of the rules for a given asset.
- [EvaluateRules](https://docs.siftstack.com/api-reference/ruleevaluationservice/evaluaterules.md): Evaluate rules from a designated source against a run or asset and return the total amount of annotations created and the ID of the generated report.
- [EvaluateRulesPreview](https://docs.siftstack.com/api-reference/ruleevaluationservice/evaluaterulespreview.md): Perform a dry run evaluation for existing rules or rule configurations against a run and return the annotations that would be generated.
- [ListSavedSearches](https://docs.siftstack.com/api-reference/savedsearchservice/listsavedsearches.md): List saved searches.
- [CreateSavedSearch](https://docs.siftstack.com/api-reference/savedsearchservice/createsavedsearch.md): Create a saved search.
- [UpdateSavedSearch](https://docs.siftstack.com/api-reference/savedsearchservice/updatesavedsearch.md): Updates an existing saved search using using the list of fields specified in `update_mask`.
- [GetSavedSearch](https://docs.siftstack.com/api-reference/savedsearchservice/getsavedsearch.md): Retrieve a saved search.
- [DeleteSavedSearch](https://docs.siftstack.com/api-reference/savedsearchservice/deletesavedsearch.md): Delete a saved search.
- [BatchDeleteSavedSearches](https://docs.siftstack.com/api-reference/savedsearchservice/batchdeletesavedsearches.md): Batch delete saved searches.
- [ListTags](https://docs.siftstack.com/api-reference/tagservice/listtags.md): Retrieves tags using an optional filter.
- [CreateTag](https://docs.siftstack.com/api-reference/tagservice/createtag.md): Create a tag.
- [ListTags](https://docs.siftstack.com/api-reference/tagservice/listtags-1.md): Retrieves tags using an optional filter.
- [CreateTag](https://docs.siftstack.com/api-reference/tagservice/createtag-1.md): Create a tag.
- [ListTestMeasurements](https://docs.siftstack.com/api-reference/testreportservice/listtestmeasurements.md): Lists test measurements with optional filtering
- [CreateTestMeasurement](https://docs.siftstack.com/api-reference/testreportservice/createtestmeasurement.md): Creates a test measurement
- [UpdateTestMeasurement](https://docs.siftstack.com/api-reference/testreportservice/updatetestmeasurement.md): Updates a test measurement
- [CountTestMeasurements](https://docs.siftstack.com/api-reference/testreportservice/counttestmeasurements.md): Counts test measurements with optional filtering
- [DeleteTestMeasurement](https://docs.siftstack.com/api-reference/testreportservice/deletetestmeasurement.md): Deletes a test measurement
- [CreateTestMeasurements](https://docs.siftstack.com/api-reference/testreportservice/createtestmeasurements.md): Creates multiple test measurements in a single request
- [ListTestReports](https://docs.siftstack.com/api-reference/testreportservice/listtestreports.md): Lists test reports with optional filtering
- [CreateTestReport](https://docs.siftstack.com/api-reference/testreportservice/createtestreport.md): Creates a test report
- [UpdateTestReport](https://docs.siftstack.com/api-reference/testreportservice/updatetestreport.md): Updates a test report
- [GetTestReport](https://docs.siftstack.com/api-reference/testreportservice/gettestreport.md): Gets a single test report
- [DeleteTestReport](https://docs.siftstack.com/api-reference/testreportservice/deletetestreport.md): Deletes a test report
- [ImportTestReport](https://docs.siftstack.com/api-reference/testreportservice/importtestreport.md): Imports a test report from an already-uploaded file.
- [ListTestSteps](https://docs.siftstack.com/api-reference/testreportservice/listteststeps.md): Lists test steps with optional filtering
- [CreateTestStep](https://docs.siftstack.com/api-reference/testreportservice/createteststep.md): Creates a test step
- [UpdateTestStep](https://docs.siftstack.com/api-reference/testreportservice/updateteststep.md): Updates a test step
- [CountTestSteps](https://docs.siftstack.com/api-reference/testreportservice/countteststeps.md): Counts test steps with optional filtering
- [DeleteTestStep](https://docs.siftstack.com/api-reference/testreportservice/deleteteststep.md): Deletes a test step
- [ListUserDefinedFunctions](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/listuserdefinedfunctions.md): Retrieve the latest versions of user defined functions based on an optional filter.
- [CreateUserDefinedFunction](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/createuserdefinedfunction.md): Create a user defined function.
- [UpdateUserDefinedFunction](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/updateuserdefinedfunction.md): Update and create a new version of a user defined function.
- [GetUserDefinedFunctionDependents](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/getuserdefinedfunctiondependents.md): Retrieve dependents of a user defined function.
- [CheckUpdatableFields](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/checkupdatablefields.md): Check if given update paths are allowed to update for the user defined function
- [GetUserDefinedFunctionVersions](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/getuserdefinedfunctionversions.md): Retrieve versions of user defined functions.
- [GetUserDefinedFunctionVersion](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/getuserdefinedfunctionversion.md): Retrieve a specific version of a user defined function.
- [GetUserDefinedFunction](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/getuserdefinedfunction.md): Retrieve the latest version of a user defined function.
- [ListUserDefinedFunctionVersions](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/listuserdefinedfunctionversions.md): List versions of a particular user defined function with an optional filter.
- [ValidateUserDefinedFunction](https://docs.siftstack.com/api-reference/userdefinedfunctionservice/validateuserdefinedfunction.md): Validates a potential user defined function.
- [ListViews](https://docs.siftstack.com/api-reference/viewservice/listviews.md): Retrieves views using an optional filter.
- [CreateView](https://docs.siftstack.com/api-reference/viewservice/createview.md): Creates a view.
- [UpdateView](https://docs.siftstack.com/api-reference/viewservice/updateview.md): Updates an existing view using using the list of fields specified in `update_mask`.
- [GetView](https://docs.siftstack.com/api-reference/viewservice/getview.md): Retrieves a view.
- [DeleteView](https://docs.siftstack.com/api-reference/viewservice/deleteview.md): Deletes a view.
- [PinView](https://docs.siftstack.com/api-reference/viewservice/pinview.md): Pins a view.
- [UnpinView](https://docs.siftstack.com/api-reference/viewservice/unpinview.md): Unpins a view.
- [Lists views that apply to assets/runs.](https://docs.siftstack.com/api-reference/viewservice/lists-views-that-apply-to-assetsruns.md)
- [ListViews](https://docs.siftstack.com/api-reference/viewservice/listviews-1.md): Retrieves views using an optional filter.
- [CreateView](https://docs.siftstack.com/api-reference/viewservice/createview-1.md): Creates a view.
- [UpdateView](https://docs.siftstack.com/api-reference/viewservice/updateview-1.md): Updates an existing view using using the list of fields specified in `update_mask`.
- [GetView](https://docs.siftstack.com/api-reference/viewservice/getview-1.md): Retrieves a view.
- [DeleteView](https://docs.siftstack.com/api-reference/viewservice/deleteview-1.md): Deletes a view.
- [PinView](https://docs.siftstack.com/api-reference/viewservice/pinview-1.md): Pins a view.
- [UnpinView](https://docs.siftstack.com/api-reference/viewservice/unpinview-1.md): Unpins a view.
- [ListApplicableViews](https://docs.siftstack.com/api-reference/viewservice/listapplicableviews.md): Lists views that apply to assets/runs.
- [ListWebhooks](https://docs.siftstack.com/api-reference/webhookservice/listwebhooks.md): Retrieve and optionally filter a list of webhooks.
- [CreateWebhook](https://docs.siftstack.com/api-reference/webhookservice/createwebhook.md): Create a webhook.
- [UpdateWebhook](https://docs.siftstack.com/api-reference/webhookservice/updatewebhook.md): Update select fields of an existing webhook.
- [ListWebhookLogs](https://docs.siftstack.com/api-reference/webhookservice/listwebhooklogs.md): Retrieve and optionally filter a list of webhook logs.
- [BatchCreateWebhookLogs](https://docs.siftstack.com/api-reference/webhookservice/batchcreatewebhooklogs.md): Create a batch of webhook logs. Users should not have to call this directly.
- [GetWebhookSignatureKey](https://docs.siftstack.com/api-reference/webhookservice/getwebhooksignaturekey.md): Retrieve the current webhook signature key. Will return a not found error if one doesn't yet exist.
- [ToggleWebhookSignatureKeyActivation](https://docs.siftstack.com/api-reference/webhookservice/togglewebhooksignaturekeyactivation.md): Generate a new webhook signature key and replace the previous one. The activation state of the new key will match the activation state of the previous.
- [CreateOrUpdateWebhookSignatureKey](https://docs.siftstack.com/api-reference/webhookservice/createorupdatewebhooksignaturekey.md): Create a webhook signature key and set its activation state. If a webhook signature key is active, the bodies of all webhooks will be signed using the signature key with HMAC-SHA-256.The signature generated will then included in the `X-Sift-Signature` HTTP header. Only one key can be held per organi…
- [ToggleWebhookSignatureKeyActivation](https://docs.siftstack.com/api-reference/webhookservice/togglewebhooksignaturekeyactivation-1.md): Set the activation state of the organization's current webhook signature key. Will return a not found error if one doesn't yet exist.
- [GetWebhook](https://docs.siftstack.com/api-reference/webhookservice/getwebhook.md): Retrieve a webhook by ID.
- [TestWebhook](https://docs.siftstack.com/api-reference/webhookservice/testwebhook.md): Test an existing webhook or a webhook create request. This RPC will attempt to send an actual webhook with the provided parameters and forward back the response from the target.
- [ListApiKeys](https://docs.siftstack.com/api-reference/apikeyservice/listapikeys.md): Retrieves API keys using an optional filter.
- [CreateApiKey](https://docs.siftstack.com/api-reference/apikeyservice/createapikey.md): Creates an API key.
- [ApiKeyOrganization](https://docs.siftstack.com/api-reference/apikeyservice/apikeyorganization.md): Retrieves the organization for an API key.
- [DeleteApiKey](https://docs.siftstack.com/api-reference/apikeyservice/deleteapikey.md): Deletes an API key.
- [ListCalculatedChannels](https://docs.siftstack.com/api-reference/calculatedchannelservice/listcalculatedchannels.md): Retrieve the latest versions of calculated channels based on an optional filter.
- [CreateCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/createcalculatedchannel.md): Create a calculated channel.
- [UpdateCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/updatecalculatedchannel.md): Update and create a new version of a calculated channel.
- [GetCalculatedChannelDependents](https://docs.siftstack.com/api-reference/calculatedchannelservice/getcalculatedchanneldependents.md): Retrieve calculated channels that depend on a given calculated channel.
- [ResolveCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/resolvecalculatedchannel.md): Resolve a calculated channel into an expression with references
- [BatchResolveCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/batchresolvecalculatedchannel.md): Resolve a batch of calculated channels into expressions with references
- [ListResolvedCalculatedChannels](https://docs.siftstack.com/api-reference/calculatedchannelservice/listresolvedcalculatedchannels.md): Retrieve the latest versions of calculated channels based on an optional filter.
- [GetCalculatedChannelVersions](https://docs.siftstack.com/api-reference/calculatedchannelservice/getcalculatedchannelversions.md): Retrieve calculated channel versions by their version IDs.
- [GetCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/getcalculatedchannel.md): Retrieve the latest version of a calculated channel.
- [ListCalculatedChannelVersions](https://docs.siftstack.com/api-reference/calculatedchannelservice/listcalculatedchannelversions.md): List versions of a particular calculated channel with an optional filter.
- [GetCalculatedChannel](https://docs.siftstack.com/api-reference/calculatedchannelservice/getcalculatedchannel-1.md): Retrieve the latest version of a calculated channel.
- [ListCalculatedChannelVersions](https://docs.siftstack.com/api-reference/calculatedchannelservice/listcalculatedchannelversions-1.md): List versions of a particular calculated channel with an optional filter.
- [ListChannels](https://docs.siftstack.com/api-reference/channelservice/listchannels.md): Retrieve channels using an optional filter.
- [GetChannel](https://docs.siftstack.com/api-reference/channelservice/getchannel.md): Retrieve a channel.
- [ListChannels](https://docs.siftstack.com/api-reference/channelservice/listchannels-1.md): Retrieve channels using an optional filter.
- [UpdateChannel](https://docs.siftstack.com/api-reference/channelservice/updatechannel.md): Update a channel.
- [GetChannel](https://docs.siftstack.com/api-reference/channelservice/getchannel-1.md): Retrieve a channel.
- [BatchArchiveChannels](https://docs.siftstack.com/api-reference/channelservice/batcharchivechannels.md): Batch archives channels by setting active to false.
- [BatchUnarchiveChannels](https://docs.siftstack.com/api-reference/channelservice/batchunarchivechannels.md): Batch unarchives channels by setting active to true.
- [ListDataImports](https://docs.siftstack.com/api-reference/dataimportservice/listdataimports.md): Lists all data imports.
- [GetDataImport](https://docs.siftstack.com/api-reference/dataimportservice/getdataimport.md): Gets a data import.
- [RetryDataImport](https://docs.siftstack.com/api-reference/dataimportservice/retrydataimport.md): Retries a data import.
- [DetectConfig](https://docs.siftstack.com/api-reference/dataimportservice/detectconfig.md): Detects the config for a data import.
- [CreateDataImportFromUpload](https://docs.siftstack.com/api-reference/dataimportservice/createdataimportfromupload.md): Creates a data import from a file upload.
- [CreateDataImportFromUrl](https://docs.siftstack.com/api-reference/dataimportservice/createdataimportfromurl.md): Creates a data import from a file hosted at a url.
- [List Ingestion Dead Letter Queue Errors](https://docs.siftstack.com/api-reference/dlqerrorsservice/list-ingestion-dead-letter-queue-errors.md): Retrieve Ingestion errors.
- [Get My User Information](https://docs.siftstack.com/api-reference/meservice/get-my-user-information.md): Retrieve a user's information.
- [ListRoles](https://docs.siftstack.com/api-reference/roleservice/listroles.md): Retrieves roles using an optional filter.
- [ListRuns](https://docs.siftstack.com/api-reference/runservice/listruns.md): Retrieve runs using an optional filter.
- [CreateRun](https://docs.siftstack.com/api-reference/runservice/createrun.md): Create a run.
- [UpdateRun](https://docs.siftstack.com/api-reference/runservice/updaterun.md): Updates an existing run using using the list of fields specified in `update_mask`.
- [GetRun](https://docs.siftstack.com/api-reference/runservice/getrun.md): Retrieve a run.
- [DeleteRun](https://docs.siftstack.com/api-reference/runservice/deleterun.md): Permanently delete a given run. Deprecated: Use update with is_archived.
- [CreateAutomaticRunAssociationForAssets](https://docs.siftstack.com/api-reference/runservice/createautomaticrunassociationforassets.md): Associates a list of assets with a given run.
- [CreateAdhocRun](https://docs.siftstack.com/api-reference/runservice/createadhocrun.md): Create an adhoc run.
- [StopRun](https://docs.siftstack.com/api-reference/runservice/stoprun.md): Set the stop time of a run to the current time. To set the stop time of a run to an arbitrary time see `UpdateRun`.
- [ValidateRunFilter](https://docs.siftstack.com/api-reference/runservice/validaterunfilter.md): Validates a CEL filter expression against the available run filter fields.
- [ListUnits](https://docs.siftstack.com/api-reference/unitservice/listunits.md): Used to list units.
- [CreateUnit](https://docs.siftstack.com/api-reference/unitservice/createunit.md): Used to create a unit.
- [ListUserGroups](https://docs.siftstack.com/api-reference/usergroupservice/listusergroups.md): Retrieves user groups using an optional filter.
- [CreateUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/createusergroup.md): Creates a user group.
- [UpdateUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/updateusergroup.md): Updates a user group.
- [GetUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/getusergroup.md): Retrieves a user group.
- [DeleteUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/deleteusergroup.md): Deletes a user group.
- [AddUserToUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/addusertousergroup.md): Adds a user to a user group.
- [GetUserGroupsForAssets](https://docs.siftstack.com/api-reference/usergroupservice/getusergroupsforassets.md): Retrieves user groups for a list of assets.
- [RemoveUserFromUserGroup](https://docs.siftstack.com/api-reference/usergroupservice/removeuserfromusergroup.md): Removes a user from a user group.
- [UpdateUserUserGroups](https://docs.siftstack.com/api-reference/usergroupservice/updateuserusergroups.md): Updates a user's user groups.
- [ListActiveUsers](https://docs.siftstack.com/api-reference/userservice/listactiveusers.md): List active users.
- [GetUser](https://docs.siftstack.com/api-reference/userservice/getuser.md): Retrieves a user object.
- [UpdateUserOrganizationActive](https://docs.siftstack.com/api-reference/userservice/updateuserorganizationactive.md): Used to toggle a user's active status within their organization.
- [ListUsers](https://docs.siftstack.com/api-reference/userservice/listusers.md): List users.
- [gRPC](https://docs.siftstack.com/api/reference/protocol-buffers/index.md): Use Sift's gRPC API with official client libraries or grpcurl.
- [action_type](https://docs.siftstack.com/api/reference/protocol-buffers/action_type.md): sift/common/v1/action_type.proto
- [annotation_logs](https://docs.siftstack.com/api/reference/protocol-buffers/annotation_logs.md): sift/annotation_logs/v1/annotation_logs.proto
- [annotations](https://docs.siftstack.com/api/reference/protocol-buffers/annotations.md): sift/annotations/v1/annotations.proto
- [api_keys](https://docs.siftstack.com/api/reference/protocol-buffers/api_keys.md): sift/api_keys/v2/api_keys.proto
- [assets](https://docs.siftstack.com/api/reference/protocol-buffers/assets.md): sift/assets/v1/assets.proto
- [automation](https://docs.siftstack.com/api/reference/protocol-buffers/automation.md): sift/automation/v1/automation.proto
- [calculated_channels](https://docs.siftstack.com/api/reference/protocol-buffers/calculated_channels.md): sift/calculated_channels/v1/calculated_channels.proto
- [campaigns](https://docs.siftstack.com/api/reference/protocol-buffers/campaigns.md): sift/campaigns/v1/campaigns.proto
- [canvas](https://docs.siftstack.com/api/reference/protocol-buffers/canvas.md): sift/canvas/v1/canvas.proto
- [channel_bit_field_element](https://docs.siftstack.com/api/reference/protocol-buffers/channel_bit_field_element.md): sift/common/type/v1/channel_bit_field_element.proto
- [channel_config](https://docs.siftstack.com/api/reference/protocol-buffers/channel_config.md): sift/common/type/v1/channel_config.proto
- [channel_data_type](https://docs.siftstack.com/api/reference/protocol-buffers/channel_data_type.md): sift/common/type/v1/channel_data_type.proto
- [channel_enum_type](https://docs.siftstack.com/api/reference/protocol-buffers/channel_enum_type.md): sift/common/type/v1/channel_enum_type.proto
- [channel_parsing_options](https://docs.siftstack.com/api/reference/protocol-buffers/channel_parsing_options.md): sift/protobuf_descriptors/v2/channel_parsing_options.proto
- [channel_schemas](https://docs.siftstack.com/api/reference/protocol-buffers/channel_schemas.md): sift/channel_schemas/v1/channel_schemas.proto
- [channels](https://docs.siftstack.com/api/reference/protocol-buffers/channels.md): sift/channels/v3/channels.proto
- [comment](https://docs.siftstack.com/api/reference/protocol-buffers/comment.md): sift/comment/v1/comment.proto
- [data](https://docs.siftstack.com/api/reference/protocol-buffers/data.md): sift/data/v1/data.proto
- [data_imports](https://docs.siftstack.com/api/reference/protocol-buffers/data_imports.md): sift/data_imports/v2/data_imports.proto
- [dlq_errors](https://docs.siftstack.com/api/reference/protocol-buffers/dlq_errors.md): sift/dlq_errors/v2/dlq_errors.proto
- [docs](https://docs.siftstack.com/api/reference/protocol-buffers/docs.md): sift/docs/v1/docs.proto
- [exports](https://docs.siftstack.com/api/reference/protocol-buffers/exports.md): sift/exports/v1/exports.proto
- [external_sync](https://docs.siftstack.com/api/reference/protocol-buffers/external_sync.md): sift/external_sync/v1/external_sync.proto
- [families](https://docs.siftstack.com/api/reference/protocol-buffers/families.md): sift/families/v1/families.proto
- [ingest](https://docs.siftstack.com/api/reference/protocol-buffers/ingest.md): sift/ingest/v1/ingest.proto
- [ingestion_configs](https://docs.siftstack.com/api/reference/protocol-buffers/ingestion_configs.md): sift/ingestion_configs/v1/ingestion_configs.proto
- [jobs](https://docs.siftstack.com/api/reference/protocol-buffers/jobs.md): sift/jobs/v1/jobs.proto
- [me](https://docs.siftstack.com/api/reference/protocol-buffers/me.md): sift/me/v2/me.proto
- [metadata](https://docs.siftstack.com/api/reference/protocol-buffers/metadata.md): sift/metadata/v1/metadata.proto
- [notifications](https://docs.siftstack.com/api/reference/protocol-buffers/notifications.md): sift/notifications/v1/notifications.proto
- [organization](https://docs.siftstack.com/api/reference/protocol-buffers/organization.md): sift/common/type/v1/organization.proto
- [panel_configuration](https://docs.siftstack.com/api/reference/protocol-buffers/panel_configuration.md): sift/panel_configurations/v1/panel_configuration.proto
- [ping](https://docs.siftstack.com/api/reference/protocol-buffers/ping.md): sift/ping/v1/ping.proto
- [policies](https://docs.siftstack.com/api/reference/protocol-buffers/policies.md): sift/policies/v1/policies.proto
- [principal_attributes](https://docs.siftstack.com/api/reference/protocol-buffers/principal_attributes.md): sift/principal_attributes/v1/principal_attributes.proto
- [protobuf_descriptors](https://docs.siftstack.com/api/reference/protocol-buffers/protobuf_descriptors.md): sift/protobuf_descriptors/v2/protobuf_descriptors.proto
- [remote_files](https://docs.siftstack.com/api/reference/protocol-buffers/remote_files.md): sift/remote_files/v1/remote_files.proto
- [report_templates](https://docs.siftstack.com/api/reference/protocol-buffers/report_templates.md): sift/report_templates/v1/report_templates.proto
- [reports](https://docs.siftstack.com/api/reference/protocol-buffers/reports.md): sift/reports/v1/reports.proto
- [resource_attribute](https://docs.siftstack.com/api/reference/protocol-buffers/resource_attribute.md): sift/resource_attribute/v1/resource_attribute.proto
- [resource_identifier](https://docs.siftstack.com/api/reference/protocol-buffers/resource_identifier.md): sift/common/type/v1/resource_identifier.proto
- [resource_ref](https://docs.siftstack.com/api/reference/protocol-buffers/resource_ref.md): sift/common/type/v1/resource_ref.proto
- [resource_type](https://docs.siftstack.com/api/reference/protocol-buffers/resource_type.md): sift/common/v1/resource_type.proto
- [roles](https://docs.siftstack.com/api/reference/protocol-buffers/roles.md): sift/roles/v2/roles.proto
- [rule_evaluation](https://docs.siftstack.com/api/reference/protocol-buffers/rule_evaluation.md): sift/rule_evaluation/v1/rule_evaluation.proto
- [rules](https://docs.siftstack.com/api/reference/protocol-buffers/rules.md): sift/rules/v1/rules.proto
- [runs](https://docs.siftstack.com/api/reference/protocol-buffers/runs.md): sift/runs/v2/runs.proto
- [saved_searches](https://docs.siftstack.com/api/reference/protocol-buffers/saved_searches.md): sift/saved_searches/v1/saved_searches.proto
- [tags](https://docs.siftstack.com/api/reference/protocol-buffers/tags.md): sift/tags/v1/tags.proto
- [test_reports](https://docs.siftstack.com/api/reference/protocol-buffers/test_reports.md): sift/test_reports/v1/test_reports.proto
- [unit](https://docs.siftstack.com/api/reference/protocol-buffers/unit.md): sift/unit/v2/unit.proto
- [user](https://docs.siftstack.com/api/reference/protocol-buffers/user.md): sift/common/type/v1/user.proto
- [user_defined_functions](https://docs.siftstack.com/api/reference/protocol-buffers/user_defined_functions.md): sift/user_defined_functions/v1/user_defined_functions.proto
- [user_groups](https://docs.siftstack.com/api/reference/protocol-buffers/user_groups.md): sift/user_groups/v2/user_groups.proto
- [users](https://docs.siftstack.com/api/reference/protocol-buffers/users.md): sift/users/v2/users.proto
- [views](https://docs.siftstack.com/api/reference/protocol-buffers/views.md): sift/views/v1/views.proto
- [webhooks](https://docs.siftstack.com/api/reference/protocol-buffers/webhooks.md): sift/webhooks/v1/webhooks.proto
- [Release notes](https://docs.siftstack.com/release-notes/overview.md): Stay up to date with the latest major montly updates
- [Import flight logs, reuse investigations, and shape your Channel tree](https://docs.siftstack.com/release-notes/2026/august-2026.md): Release notes · August 2026
- [New Panels, faster rendering, and Saved Explorations](https://docs.siftstack.com/release-notes/2026/july-2026.md): Release notes · July 2026
- [Control access, catch drift, and automate your thresholds](https://docs.siftstack.com/release-notes/2026/may-2026.md): Release notes · May 2026
- [April 2026](https://docs.siftstack.com/release-notes/2026/april-2026.md): New ways to investigate telemetry and build on your calculated metrics
- [March 2026](https://docs.siftstack.com/release-notes/2026/march-2026.md): New tools for comparison, export, and investigation
- [February 2026](https://docs.siftstack.com/release-notes/2026/february-2026.md): Scalable data analysis in context
- [January 2026](https://docs.siftstack.com/release-notes/2026/january-2026.md): Collaborative analysis and data portability
- [December 2025](https://docs.siftstack.com/release-notes/december-2025.md): Clear correlation finding and modular logic
- [November 2025](https://docs.siftstack.com/release-notes/november-2025.md): Clearer ways to understand telemetry changes
- [October 2025](https://docs.siftstack.com/release-notes/october-2025.md): Connecting data, insight, and support
- [September 2025](https://docs.siftstack.com/release-notes/september-2025.md): Faster data ingestion, rich insights: simpler access
- [August 2025](https://docs.siftstack.com/release-notes/august-2025.md): Accelerating the journey from data to decisions
- [July 2025](https://docs.siftstack.com/release-notes/july-2025.md)
- [June 2025](https://docs.siftstack.com/release-notes/june-2025.md)
- [May 2025](https://docs.siftstack.com/release-notes/may-2025.md)
- [Changelog](https://docs.siftstack.com/changelog.md): Record of all notable updates made to Sift

## OpenAPI Specs

- [openapi](https://docs.siftstack.com/openapi.json)