Fluid Forge
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See it run
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CLI Reference
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GitHub
GitHub
Get Started
See it run
  • Local (DuckDB)
  • Source-Aligned (Postgres → DuckDB)
  • AI Forge + Data Models
  • GCP (BigQuery)
  • Snowflake Team Collaboration
  • Declarative Airflow
  • Orchestration Export
  • Jenkins CI/CD
  • Universal Pipeline
  • 11-Stage Production Pipeline
  • Catalog Forge End-to-End
CLI Reference
  • Overview
  • Quickstart
  • Examples
  • Your own CI
  • Your own scaffolding
  • Custom validator
  • Apply hook
  • Reference
Demos
  • Overview
  • Architecture
  • GCP (BigQuery)
  • AWS (S3 + Athena)
  • Snowflake
  • Local (DuckDB)
  • Custom Providers
  • Roadmap
GitHub
GitHub
  • Introduction

    • Home
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    • Forge Data Model
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  • Concepts

    • Concepts
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    • What is a contract?
    • Quality, SLAs & Lineage
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    • Agent Policy (LLM/AI governance)
    • Providers vs Platforms
    • Fluid Forge vs alternatives
  • Data Products

    • Product Types — SDP, ADP, CDP
  • Walkthroughs

    • Walkthrough: Local Development
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    • AI Forge And Data-Model Journeys
    • Walkthrough: Deploy to Google Cloud Platform
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    • Declarative Airflow DAG Generation - The FLUID Way
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    • Catalog adapters

      • Source Catalog Integration (V1.5)
      • BigQuery Catalog
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      • Databricks Unity Catalog
      • Google Dataplex Catalog
      • AWS Glue Data Catalog
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    • CLI by task

      • CLI by task
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      • Add agent governance
      • Debug a failed pipeline run
      • Switch clouds with one line
  • Recipes

    • Recipes
    • Recipe — add a quality rule
    • Recipe — switch clouds with one line
    • Recipe — tag PII in your schema
  • SDK & Plugins

    • SDK & Plugins
    • Quickstart — your first plugin
    • Examples

      • Runnable examples
      • Example: hello-scaffold — the minimal viable plugin
      • Example: gitlab-ci-scaffold — generate a complete CI project
      • Example: steward-validator — a custom governance rule
      • Example: prod-key-guard — apply-time invariant check
    • Journeys

      • Journeys
      • Your own CI/CD

        • You have your own CI/CD setup, no problem
        • GitLab CI — the bundle template
        • GitHub Actions — the bundle template
        • Jenkins — the bundle template
        • CircleCI — the bundle template
      • You have a strict project layout, no problem
      • You have governance rules, no problem
      • You want a check at apply time, no problem
    • Reference

      • Reference
      • Roles reference
      • Entry points reference
      • Trust model
      • Packaging
      • Companion packages
  • Providers

    • Providers
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    • Creating Custom Providers
    • Provider Roadmap
  • Advanced

    • Blueprints
    • Governance & Compliance
    • Airflow Integration
    • Built-in And Custom Forge Guidance
    • FLUID Forge Contract GPT Packet
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    • MCP Server
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    • Authoring Forge Tools
    • Source-Aligned Acquisition
    • API Stability — fluid_build.api
    • Guided fluid forge UX
    • V1.5 Catalog Integration — Architecture Deep-Dive
    • V1.5 + V2 Hardening — Release Notes
  • Project

    • Contributing to Fluid Forge
    • Fluid Forge Docs Baseline: CLI 0.8.3
    • Fluid Forge Docs Baseline: CLI 0.8.0
    • Fluid Forge Docs Baseline: CLI 0.7.11
    • Fluid Forge Docs Baseline: CLI 0.7.9
    • Fluid Forge v0.7.1 - Multi-Provider Export Release

fluid generate artifacts

Stage 3 of the 11-stage pipeline. Fanout that produces all catalog + execution artifacts for a contract in one call, plus a unified MANIFEST.json (SHA-256 per file + merkle root) that stage 4 verifies.

Added in 0.8.0 as a top-level subcommand of fluid generate.

Syntax

fluid generate artifacts CONTRACT [--out PATH] [--emit KEYS] [--env ENV]

CONTRACT can be a contract YAML file OR a tgz bundle emitted by fluid bundle --format tgz. When it's a tgz, generate artifacts extracts the content-addressable bundle first and validates its MANIFEST — so stage 3 can't be fed a tampered bundle.

Key options

OptionDescription
CONTRACTContract YAML file or tgz bundle (positional, required).
--out PATHOutput directory. Default dist/artifacts/.
--emit KEYSComma-separated emit keys. Default: odps-bitol,odcs,schedule,policies. See emit-set table below.
--env ENVEnvironment overlay.
--no-generate-artifactsCI helper: auto-skip if the contract is reference-only. Useful in generated pipeline templates.

Emit set

KeyWhat it emitsStatus
odcsODCS v3.1.0 contract files under odcs/ (one per expose port)Default on. Schema vendored from bitol-io/open-data-contract-standard.
odps-bitolODPS-Bitol v1.0.0 product file under odps-bitol/Default on. Schema vendored from bitol-io/open-data-product-standard.
opds / odpsOPDS v4.1 product file under opds/Opt-in only (broken shape vs upstream — see trello-verify-odps-linux-foundation).
scheduleDAG / flow files under schedule/ (airflow / dagster / prefect)Default on. Auto-skipped for reference-only contracts + contracts without orchestration.engine.
policiespolicy/bindings.json (compiled IAM / GRANT bindings)Default on. Auto-skipped for reference-only contracts.

Reference-only auto-skip

Contracts with builds[].pattern: hybrid-reference / reference / external-reference declare that the target tables are materialised by an externally-owned dbt / Airflow project. For these, schedule and policies are NOT emitted — the external project owns those concerns. Catalog artifacts (odcs/, odps-bitol/) are still produced.

The auto-skip is logged as generate_artifacts_skip_reference_only.

Examples

Catalog + execution artifacts

fluid generate artifacts contract.fluid.yaml --out dist/artifacts/

tgz bundle input (production pipeline)

fluid bundle contract.fluid.yaml --format tgz --out runtime/bundle.tgz
fluid generate artifacts runtime/bundle.tgz --out dist/artifacts/

Explicit emit set

# Catalog only (skip DAGs + bindings)
fluid generate artifacts contract.fluid.yaml --emit odcs,odps-bitol

# Execution only
fluid generate artifacts contract.fluid.yaml --emit schedule,policies

With environment overlay

fluid generate artifacts contract.fluid.yaml --env prod --out dist/artifacts-prod/

Output shape

dist/artifacts/
├── MANIFEST.json                            # SHA-256 per file + merkle root
├── odcs/product.odcs.<exposeId>.yaml        # one per exposed port
├── odps-bitol/<product>.odps-bitol.yaml
├── schedule/
│   ├── dags/<product>_dag.py                # Airflow
│   └── flows/<product>_flow.py              # Prefect
└── policy/bindings.json                     # compiled IAM / GRANT bindings

Next step

Run fluid validate-artifacts against the emitted tree to verify MANIFEST integrity + per-format schemas before shipping to catalogs or scheduler.

fluid generate artifacts contract.fluid.yaml --out dist/artifacts/
fluid validate-artifacts dist/artifacts/ --strict
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Last Updated: 4/24/26, 10:17 AM
Contributors: fas89
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