Confiture 🍓

PostgreSQL migrations, sweetly done.

Build from DDL. Adopt on day one against a database that already has migrations applied. Preflight every deploy against a parallel database with structural diff. Sync production data with PII anonymization.

In 30 seconds

# 1. You already have a database at migration 004 (applied by hand or by another tool).
#    Tell Confiture about that history without re-running the SQL:
$ confiture migrate baseline --through 004 -c db/environments/production.yaml
  ✅ 001 create_users (marked as applied)
  ✅ 002 create_orders (marked as applied)
  ✅ 003 add_user_email (marked as applied)
  ✅ 004 add_user_preferences (marked as applied)
✅ Marked 4 migration(s) as applied, skipped 0 already applied

# 2. Machine-readable proof that the tracking is healthy:
$ confiture migrate status -c db/environments/production.yaml --format json | jq '.applied | length'
4

# 3. Preflight: replay pending migrations on a parallel DB, emit a structural diff vs. db/schema/.
$ confiture migrate preflight --against "$PREFLIGHT_URL" -c db/environments/production.yaml
▸ Replaying pending migrations on preflight DB …
  ✓ 20260520143015_add_user_bio                 applied in 24 ms
▸ Comparing resulting schema vs. db/schema/ …
  ✓ No drift — preflight matches db/schema/
✓ Preflight passed. Safe to deploy.
exit 0

That's the loop. Baseline once → status to confirm → preflight every deploy.

Already have migrations?

The single biggest reason migration tools fail adoption is the day-one cliff: existing tables already exist, so any tool that tries to apply migrations from scratch crashes on the first CREATE TABLE. Confiture's answer is migrate baseline:

confiture migrate baseline --through <last-applied-version>

The walkthrough — including failure modes, the integration test that backs the recipe, and what tb_confiture ends up looking like — is in docs/guides/legacy-bootstrap.md.

No `db/schema/` directory? That works too.

confiture migrate up, down, down-to, status, current, baseline, and preflight are the migration runner — they don't require a db/schema/ directory (migrate current prints the latest applied revision as a narrow "what's deployed?" contract; migrate down --steps N rolls back relatively while migrate down-to <revision> rolls back to a specific revision, refusing atomically if any required .down.sql is missing). The "Build from DDL" pitch above the fold sells one of confiture's four strategies; the other three (incremental migrations, production sync, schema-to-schema FDW migration) work against a project whose only source of truth is the migration chain itself.

If you're evaluating confiture against Flyway / Alembic / dbmate / sqlx-cli as a pure migration runner, skip confiture build and use everything else. Walkthrough: docs/guides/02-incremental-migrations.md.

When to use Confiture?

Capability	Confiture	Flyway	Alembic	dbmate	sqlx-cli	plain psql
Source of truth	DDL files or migration chain	migration chain	model classes	migration chain	migration chain	DDL files
Tracking table	yes	yes	yes	yes	yes	no
Rollback (`down.sql`)	yes	paid	yes	yes	yes	no
Preflight against a copy DB	yes (structural diff)	no	no	no	no	no
Build from scratch in <1s	yes	no	no	no	no	yes (manual)
Production sync + anonymization	yes	no	no	no	no	no
Zero-downtime via FDW	yes	no	no	no	no	no
Multi-agent coordination	yes	no	no	no	no	no
Ecosystem maturity / stars	early	very mature	mature	mature	mature	n/a

Note on "source of truth": confiture can run as a pure migration tool against a project that has no db/schema/ directory — the DDL workflow is opt-in. See No db/schema/ directory? above.

Confiture wins on build-from-DDL, structural-diff preflight, production sync, and multi-agent coordination. It loses on ecosystem age — Flyway and Alembic have a decade of community knowledge. Pick honestly.

Adoption checklist

Situation	Recommended tool
1 environment + 1 contributor, schema rarely changes	plain `psql`
2+ environments, schema changes weekly	Confiture, Flyway, Alembic, or dbmate
Multi-agent / AI-driven development on shared schemas	Confiture
You have a migration chain (no `db/schema/`) and want preflight + tracking	Confiture (use everything except `confiture build`)
You want `db/schema/` to be source of truth, not a migration chain	Confiture
You need zero-downtime schema swaps with `postgres_fdw`	Confiture (Medium 4)
You're committed to SQLAlchemy ORM	Alembic
You're committed to a JVM stack	Flyway

CI integration

A migrate preflight gate on every PR, a migrate up step on deploy. Exit codes are semantic, so the CI configuration stays simple:

# .github/workflows/db.yml
name: DB

on:
  pull_request:
    paths:
      - 'db/**'
  push:
    branches: [main]

jobs:
  preflight:
    if: github.event_name == 'pull_request'
    runs-on: ubuntu-latest
    services:
      postgres:
        image: postgres:16
        env: { POSTGRES_PASSWORD: x }
        ports: ['5432:5432']
        options: >-
          --health-cmd pg_isready --health-interval 10s
          --health-timeout 5s --health-retries 5
    steps:
      - uses: actions/checkout@v4
      - uses: astral-sh/setup-uv@v3
      - run: uv pip install --system fraiseql-confiture
      - name: Restore production snapshot to preflight DB
        run: ./scripts/restore-snapshot.sh   # your own; pg_restore from S3/GCS
      - name: Confiture preflight
        env:
          PREFLIGHT_URL: postgresql://postgres:x@localhost:5432/preflight
        run: |
          confiture migrate preflight \
            --against "$PREFLIGHT_URL" \
            -c db/environments/preflight.yaml \
            --format json --output preflight.json
      - uses: actions/upload-artifact@v4
        with:
          name: preflight-report
          path: preflight.json

  deploy:
    if: github.ref == 'refs/heads/main'
    runs-on: ubuntu-latest
    environment: production
    steps:
      - uses: actions/checkout@v4
      - uses: astral-sh/setup-uv@v3
      - run: uv pip install --system fraiseql-confiture
      # No YAML needed in CI — the migrate family reads DATABASE_URL directly
      # (or pass --database-url "$DSN"). See the connection-source docs below.
      - run: confiture migrate up
        env:
          DATABASE_URL: ${{ secrets.PROD_DATABASE_URL }}

migrate up/down/status/verify/preflight accept --database-url <dsn> (or read CONFITURE_DATABASE_URL / DATABASE_URL) so runtime-resolved DSNs need no temp YAML — precedence and details in the CLI reference.

Exit codes are a documented stability contract — see the exit-code reference. The most operationally important: 2 tracking table absent, 3 DB connection failed, 5 config invalid, 6 lock contention. For migrate preflight's drift-gate codes specifically, see the dry-run guide.

Migrations that open their own SAVEPOINTs, use psycopg's conn.transaction(), or wrap DO $$ … EXCEPTION WHEN … $$ blocks are supported under all three modes. The rules a migration body must follow for the SAVEPOINT-based rollback to stay clean are documented in the transaction & SAVEPOINT contract.

Python project snippet

Add Confiture as a dev dependency. pglast (PostgreSQL's own parser) comes with it since 0.50.0.

# pyproject.toml
[dependency-groups]
dev = [
  "fraiseql-confiture>=0.50",
  "pytest>=8",
]

# justfile
default:
    just --list

db-build:
    confiture build --env local

db-up:
    confiture migrate up

db-status:
    confiture migrate status

db-preflight:
    confiture migrate preflight --against "$PREFLIGHT_URL"

Or as a Makefile:

db-build:
	confiture build --env local

db-up:
	confiture migrate up

db-status:
	confiture migrate status

Library API

Confiture is a CLI first, but the migrator is fully usable from Python:

from confiture import Migrator

with Migrator.from_config("db/environments/prod.yaml") as m:
    status = m.status()
    if status.has_pending:
        result = m.up()
        print(f"Applied {len(result.applied)} migrations")

The Four Strategies

Strategy	Use Case	Command
Build from DDL	Fresh databases, testing, CI	`confiture build --env local`
Incremental Migrations	Existing databases, production	`confiture migrate up`
Production Sync	Copy data with PII anonymization	`confiture sync --from prod --anonymize users.email`
Zero-Downtime	Complex migrations via FDW	`confiture migrate schema-to-schema`

Documentation

Start here

Getting started — first 5 minutes.
Legacy bootstrap guide — adopting on an existing database.
Prerequisites — PostgreSQL version, roles, secret stores.

Guides

Build from DDL
Incremental Migrations — up, down, rollback.
Parallel, cacheable CI provisioning — build --dump artifacts, test-db template/clone, per-worker xdist fixtures, slim seed profiles.
Production Data Sync
Zero-Downtime Migrations
Dry-Run + Preflight
Replica-safe migrations — replica_001 / PFLIGHT_REPLICA_* forward-compatibility lint under streaming replication.
Bootstrap — confiture bootstrap for one-shot env ownership setup.
Superuser Migrations — requires_superuser = True + migrate apply-as recovery workflow.
Function Uniqueness — func_001 catches duplicate CREATE FUNCTION across DDL files.
Security-Definer Lint — sec_002 flags SECURITY DEFINER functions/procedures that don't pin search_path (CVE-2018-1058); static DDL scan and live pg_proc path; --emit-remediation generates ALTER scripts.
Named Schemas
Hooks
Multi-Agent Coordination

Reference

Tracking table (tb_confiture)
Transaction & SAVEPOINT contract — what migration bodies may and may not do under the wrapping transaction.
Exit-code convention — the stable, wrapper-facing exit codes.
CLI
Configuration YAML
Complete feature list

For agents and tooling

JSON schemas are published for the --format json output of build, drift, introspect, lint, sync, validate-config, verify-checksums and, in the migrate family, migrate up, migrate down-to, migrate status, migrate current, migrate fix, migrate introspect, migrate preflight, migrate validate and migrate verify. They ship in the package (python/confiture/schemas/) and are mirrored under docs/reference/json-schemas/; a test asserts the mirror equals the packaged source (see docs/reference/json-schemas.md). The other commands' JSON payloads are stable but not schema-backed yet.
On an error path in --format json mode, the migrate family emits a structured error envelope on stdout — {"ok": false, "error": {code, message, severity, actionable, details, migration, file, line}} — and exits with the exit code for that error. The full code list and the envelope schema are in the error-code codebook.
confiture migrate validate --list-patterns --format json exposes the full idempotency-detection catalog (read-only, no DB / config / migrations directory needed).
Quiet-success ambiguities surface advisory hints in payload["hints"] (or on stderr in text mode) — exit codes are unaffected.

Contributing

git clone https://github.com/fraiseql/confiture.git
cd confiture
uv sync --all-extras
uv run pytest

See CONTRIBUTING.md and CLAUDE.md.

Author & License

Vibe-engineered by Lionel Hamayon 🍓

Making jam from strawberries, one migration at a time. 🍓→🍯

Release files for fraiseql-confiture 0.54.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for fraiseql-confiture 0.54.0
File	Size	Uploaded
fraiseql_confiture-0.54.0.tar.gz	2.6 MB	Sep 7, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for fraiseql-confiture 0.54.0
File	Interpreter	ABI	Platform	Reset
fraiseql_confiture-0.54.0-cp314-cp314-win_amd64.whl 1.1 MB Sep 7, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
fraiseql_confiture-0.54.0-cp313-cp313-win_amd64.whl 1.1 MB Sep 7, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
fraiseql_confiture-0.54.0-cp313-cp313-manylinux_2_28_x86_64.whl 1.2 MB Sep 7, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64	Details
fraiseql_confiture-0.54.0-cp313-cp313-macosx_11_0_arm64.whl 1.2 MB Sep 7, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
fraiseql_confiture-0.54.0-cp312-cp312-win_amd64.whl 1.1 MB Sep 7, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
fraiseql_confiture-0.54.0-cp312-cp312-manylinux_2_28_x86_64.whl 1.2 MB Sep 7, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64	Details
fraiseql_confiture-0.54.0-cp312-cp312-macosx_11_0_arm64.whl 1.2 MB Sep 7, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
fraiseql_confiture-0.54.0-cp311-cp311-win_amd64.whl 1.1 MB Sep 7, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
fraiseql_confiture-0.54.0-cp311-cp311-manylinux_2_28_x86_64.whl 1.2 MB Sep 7, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64	Details
fraiseql_confiture-0.54.0-cp311-cp311-macosx_11_0_arm64.whl 1.2 MB Sep 7, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details

Total release size: 14.5 MB

Release files / fraiseql_confiture-0.54.0.tar.gz

Download URL	fraiseql_confiture-0.54.0.tar.gz
Size	2.6 MB
Tags	Source
SHA-256 checksum How to use checksums	`8b49ecf38434db8367128a911a78f7a0168eae84aa64ebc5721b2c5f11478298`
BLAKE2b-256 checksum How to use checksums	`3204d752ac57a49d2f4a6818c488b5657938808a02c97e6df61c047ba5b61cf9`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp314-cp314-win_amd64.whl

Download URL	fraiseql_confiture-0.54.0-cp314-cp314-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`471e12c73490a880a43d61eea17050a7cb1eef761b7cbcda4d3b5fc459fb6216`
BLAKE2b-256 checksum How to use checksums	`240ca2d4d89b5510de67ceeda543c1ef36cfead409ae45241cef695a3eca849f`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp313-cp313-win_amd64.whl

Download URL	fraiseql_confiture-0.54.0-cp313-cp313-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`5c7fe7b61d1cf5a2043cd4f6a93e44c47fd05ab9b60915ba4148f811b0866e58`
BLAKE2b-256 checksum How to use checksums	`f4b10408b59fe00ecb3583764a6b3b1441fc453eebc8b4b10a8d53ba8a5108cd`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp313-cp313-manylinux_2_28_x86_64.whl

Download URL	fraiseql_confiture-0.54.0-cp313-cp313-manylinux_2_28_x86_64.whl
Size	1.2 MB
Tags	CPython 3.13 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`75ca4072379fb9f693c5d0988ee88f7b31b80524244f2d705051c11de079663c`
BLAKE2b-256 checksum How to use checksums	`d1878fb482a243a97a9063545f3e424910dc42d9a2011a53024ac9cca157c6e5`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	fraiseql_confiture-0.54.0-cp313-cp313-macosx_11_0_arm64.whl
Size	1.2 MB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`f7eefc00b08d8ccc708d91905c66bfc612b6e73384deb5752cfc6ce179df258a`
BLAKE2b-256 checksum How to use checksums	`eb3761513c60f5ecf9907e13906f66ad4658badb2a68522250e6c0ff13769d0a`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp312-cp312-win_amd64.whl

Download URL	fraiseql_confiture-0.54.0-cp312-cp312-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`32bd9b6addf0109ec67c9becbfeb602987e4ed624d921a7110569d5967b7f5ce`
BLAKE2b-256 checksum How to use checksums	`41041532af472a0a51a857e42b6aaa94631620e8083e99f8e6d9acf8c20b3d5b`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp312-cp312-manylinux_2_28_x86_64.whl

Download URL	fraiseql_confiture-0.54.0-cp312-cp312-manylinux_2_28_x86_64.whl
Size	1.2 MB
Tags	CPython 3.12 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`99ea83bb87c5c4a927907699f57686ea7418c08b4857cc90e3b316741e37e49e`
BLAKE2b-256 checksum How to use checksums	`cd2405550f920a55180db37b4e5ce68dc5a6753d7ab14754006fac8540e18f91`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	fraiseql_confiture-0.54.0-cp312-cp312-macosx_11_0_arm64.whl
Size	1.2 MB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`7f1c9eb4150ea650dcb4bd73c104a7512eed44c72db3f3a6645e36a33ef3abc2`
BLAKE2b-256 checksum How to use checksums	`3a46beb59a9ccc1f42e37eb8fd4ea3ba5cba4cba3a6964ba867329892ee27df5`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp311-cp311-win_amd64.whl

Download URL	fraiseql_confiture-0.54.0-cp311-cp311-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`dd2edd1f2f8a7e26199f28827dd451b3fb0733b9fac36810844f4df3f520814c`
BLAKE2b-256 checksum How to use checksums	`faf4f1053f4744eecd192f5bbe76f4a2e9a742dac5f47e82cf6f602cb0e3910f`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp311-cp311-manylinux_2_28_x86_64.whl

Download URL	fraiseql_confiture-0.54.0-cp311-cp311-manylinux_2_28_x86_64.whl
Size	1.2 MB
Tags	CPython 3.11 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`e8910808871bedfefc1fc44ebb47752b0286e3ce0ae77e2e72a689b07375b407`
BLAKE2b-256 checksum How to use checksums	`2c45136d8f771aa457d368e436a5903277f996343d5946094703fae17b5f1b99`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / fraiseql_confiture-0.54.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	fraiseql_confiture-0.54.0-cp311-cp311-macosx_11_0_arm64.whl
Size	1.2 MB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`f47bc00449f74fd19206a3e327c4d707c6b8fd935ea63ce478851c006649824c`
BLAKE2b-256 checksum How to use checksums	`28b7e4ff7d3b7fe448e8c9963375e35414cb030ceecca18556a49530ae9470f8`
Upload date	Sep 7, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.12.10 {"installer":{"name":"uv","version":"0.12.10","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`