recce

(★ 472)

The data-validation toolkit for enhanced dbt (data build tool) PR review

File Explorer

Download Latest Version (.zip)

- - recce-pr-verifier.md
- hookify.mcp-push-review.local.md
- settings.json
- - backend-instructions.md
  - frontend-instructions.md
- - bug_report.yml
  - custom.md
  - feature_request.yml
- - address-dependabot.yaml
  - bump.yaml
  - integration-tests-cloud.yaml
  - integration-tests-sqlmesh.yaml
  - integration-tests.yaml
  - nightly.yaml
  - release-ui.yaml
  - release.yaml
  - stale.yaml
  - tests-js.yaml
  - tests-python.yaml
  - tests-recce-cloud.yaml
  - wire-enum-lint.yaml
- copilot-instructions.md
- dependabot.yml
- PULL_REQUEST_TEMPLATE.md
- - .gitkeep
  - 2026-03-26-DRC-3039-deep-dive.md
- architecture.md
- cloud-features.md
- code-patterns.md
- debugging.md
- frontend.md
- KNOWLEDGE_BASE.md
- PACKAGING.md
- README.md
- testing.md
- - .gitignore
  - dbt_project.yml
  - packages.yml
  - profiles.yml
  - smoke_test.sh
  - smoke_test_cloud.sh
  - smoke_test_recce_cloud.sh
- - .gitignore
  - __init__.py
  - config.py
  - helper.py
  - prep_env.sh
  - recce.yml
  - schema.yaml
  - test_server.sh
- - commit-msg
  - pre-commit
  - pre-push
- - ag-grid-community.ts
  - ag-grid-react.ts
  - agGridTheme.ts
  - styleMock.js
- - error.tsx
  - favicon.ico
  - global-error.tsx
  - global.css
  - layout.tsx
  - page.tsx
- - auth_callback.html
- .editorconfig
- .env.development
- .gitignore
- .nvmrc
- biome.json
- CLAUDE.md
- mui-augmentations.d.ts
- next.config.js
- package.json
- pnpm-lock.yaml
- pnpm-workspace.yaml
- postcss.config.js
- README.md
- TESTING.md
- tsconfig.json
- vitest.config.mts
- vitest.setup.mts
- README.md
- recce_athena.sql
- .gitkeep
- - __init__.py
  - approx_aggregates.py
  - base.py
  - capabilities.py
  - sqlmesh_adapter.py
- - __init__.py
  - check_api.py
  - check_events_api.py
  - check_func.py
  - cloud_utils.py
  - export_utils.py
  - run_api.py
  - run_func.py
- - .gitkeep
- - __init__.py
  - collector.py
  - CONFIG
  - posthog_telemetry.py
  - SENTRY_DNS
- - __init__.py
  - check.py
  - lineage.py
  - run.py
  - types.py
  - websocket.py
- - __init__.py
  - cloud.py
  - const.py
  - local.py
  - state.py
  - state_loader.py
- - __init__.py
  - core.py
  - dataframe.py
  - histogram.py
  - lineage.py
  - profile.py
  - profile_distribution.py
  - query.py
  - rowcount.py
  - schema.py
  - top_k.py
  - utils.py
  - valuediff.py
- - __init__.py
  - api_token.py
  - ast_analyze.py
  - breaking.py
  - cache.py
  - change_classifier.py
  - cll.py
  - info_emitter.py
  - io.py
  - lineage.py
  - logger.py
  - per_node_db.py
  - perf_tracking.py
  - pydantic_model.py
  - recce_cloud.py
  - singleton.py
  - startup_perf.py
- - __init__.py
- __init__.py
- artifact.py
- cli.py
- config.py
- connect_to_cloud.py
- constants.py
- core.py
- diff.py
- exceptions.py
- git.py
- github.py
- mcp_server.py
- pull_request.py
- run.py
- server.py
- summary.py
- track.py
- VERSION
- websocket.py
- - __init__.py
  - artifact.py
  - cli.py
  - constants.py
  - delete.py
  - download.py
  - error_handling.py
  - report.py
  - review.py
  - telemetry.py
  - upload.py
  - VERSION
- - __init__.py
  - test_auth.py
  - test_ci_providers.py
  - test_cli.py
  - test_client.py
  - test_cloud_api.py
  - test_config.py
  - test_platform_clients.py
  - test_recce_token_client.py
  - test_report.py
  - test_review.py
  - test_telemetry.py
- .gitignore
- hatch_build.py
- pyproject.toml
- README.md
- VERSION
- check_wire_enum_literals.sh
- - __init__.py
  - test_approx_aggregates.py
  - test_capabilities.py
- - __init__.py
  - row_count_diff.json
  - test_cancel_run_handler.py
  - test_check_api.py
  - test_check_events_api.py
  - test_export_concurrency.py
  - test_export_utils.py
  - test_run_func.py
- - __init__.py
  - test_duckdb_external_access_flag.py
- - __init__.py
  - test_event_dual_write.py
  - test_event_killswitch_e2e.py
  - test_event_optout_flush.py
  - test_posthog_telemetry.py
- - __init__.py
  - test_check.py
  - test_run_models.py
- - test_cloud.py
  - test_local.py
  - test_state_loader.py
- - __init__.py
  - conftest.py
  - test_dataframe_total_row_count.py
  - test_drc3025_serialization.py
  - test_histogram.py
  - test_lineage.py
  - test_preset_checks.py
  - test_profile.py
  - test_profile_distribution.py
  - test_query.py
  - test_query_external_access.py
  - test_row_count.py
  - test_schema.py
  - test_top_k.py
  - test_utils.py
  - test_valuediff.py
- - __init__.py
  - test_api_token.py
  - test_ast_analyze.py
  - test_breaking.py
  - test_cll.py
  - test_cll_cache.py
  - test_lineage.py
  - test_recce_cloud.py
- __init__.py
- catalog.json
- manifest.json
- mcp_compat.py
- recce_state.json
- test_check_base.py
- test_cli.py
- test_cli_cache.py
- test_cli_info_emitter.py
- test_cli_mcp_optional.py
- test_cli_per_node_db.py
- test_cloud_listing_cli.py
- test_cloud_upload.py
- test_config.py
- test_connect_to_cloud.py
- test_core.py
- test_dbt.py
- test_get_columns_guard.py
- test_hooks_worktree.sh
- test_info_emitter.py
- test_instance_info_api.py
- test_lazy_imports.py
- test_mcp_cloud_backend.py
- test_mcp_e2e.py
- test_mcp_server.py
- test_merged_lineage.py
- test_per_node_db.py
- test_pull_request.py
- test_rowcount_sqlmesh.py
- test_run.py
- test_server.py
- test_server_lifespan.py
- test_server_mode_guard.py
- test_summary.py
- test_websocket.py
- test_websocket_endpoint.py
.editorconfig
.flake8
.gitignore
.pre-commit-config.yaml
AGENTS.md
CLAUDE.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
Makefile
pyproject.toml
README.md
RECCE_CLOUD.md
SECURITY.md
test.py
tox.ini
uv.lock

# Installation Guide

1. Get the code

git clone https://github.com/DataRecce/recce

Downloads the entire project code from GitHub to your computer.

cd recce

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

pip install -U recce

Installs the package published on PyPI directly — no need to clone the source.

pip install -U recce-cloud

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Node.js

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Node.js Node.js must be installed to use npm. The LTS version is recommended.

cd js

This project's files live in a subfolder, so move into it first.

npm install

Downloads and installs the libraries listed in package.json.

npm start

Starts the development/run server.

✅ After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.

4. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install -U recce

Installs the package published on PyPI directly — no need to clone the source.

pip install -U recce-cloud

Installs the package published on PyPI directly — no need to clone the source.

pip install -e /path/to/recce

Installs the Python libraries listed in requirements.txt (or similar).

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

5. Make

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).

make build

Compiles the code based on the generated build configuration to produce an executable.

✅ If it finishes without errors, it worked. Try running the generated executable directly.

Pulled directly from this repo's README.

recce

File Explorer

# Installation Guide

2. Official Install Script

3. Node.js

4. Python

5. Make

Today's picks

Was this content helpful?

Recent Feedback

recce

File Explorer

# Installation Guide

2. Official Install Script

3. Node.js

4. Python

5. Make

Today's picks

Was this content helpful?

Recent Feedback

Download README