Skip to main content

Spark Forge Azure

Instalação: pip install sparkforge-azure (PyPI, Python >= 3.10). Instalação portátil/agentic: docs/installation/quickstart.md — clone → setup → install. Delegação agêntica: forge.agentic.json (SpecialistAgenticManifest/v1). Docs: commands · skills · agents · tutorial · economy · troubleshooting

Logo do SparkForge

Plataforma de engenharia agentica para Data Engineering em Azure — sibling de spark-forge-aws. Inteligencia probabilistica opera dentro de limites deterministicos, com evidencia e custo explicitos: Facts → Rules → Findings, grafo federado de workspace, recusas nomeadas e um journal de decisoes append-only (local, em .sparkforge-azure/journal.jsonl, fora do git).

  • CLI: sparkforge-azure — uma saida JSON por comando, 0 ok, 1 findings, 2 recusa
  • MCP: prefixo sfa_, allowlist, sem execute/write por padrao
  • Portabilidade: sparkforge-azure distribution init integra um repo qualquer (instalado via wheel, sem checkout); workspace declara monorepo/multi-repo com arestas explicitas; context resolve devolve contexto bounded por scope (target|direct|transitive|all); distribution detach desfaz a integracao preservando estado e conteudo do usuario. Quickstart: docs/guides/SPARKFORGE_AZURE_PORTABLE.md
  • Especificacao: SDD em docs/sdd/ — sdd-define abre a feature e sparkforge-azure sdd check e o gate (no sibling AWS e sparkforge sdd check)

Documentacao completa: docs/README.md — CLI (docs/reference/cli.md), tools MCP (docs/reference/mcp-tools.md), mapa de modulos (docs/architecture/MODULE-MAP.md) e runbook (docs/operations/runbook.md).

Work in progress (v0.1.0 foundation). See docs/ROADMAP.md.

Graph Studio

sparkforge-azure graph view|ui projects graph.json through forge/ForgeGraphView/v1 and serves the embedded local explorer (declinable at install via --components). Full docs: the-forge/docs/graph-studio/.

Metadata

Release files for sparkforge-azure 0.1.2

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

Source distribution (sdist)

Source distribution for sparkforge-azure 0.1.2
File Size Uploaded Provenance
sparkforge_azure-0.1.2.tar.gz 1.6 MB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for sparkforge-azure 0.1.2
File Interpreter ABI Platform
sparkforge_azure-0.1.2-py3-none-any.whl Python 3 none any Details

Total release size: 3.5 MB

Release files / sparkforge_azure-0.1.2.tar.gz

Download URL sparkforge_azure-0.1.2.tar.gz
Size 1.6 MB
Tags Source
SHA-256 checksum
How to use checksums
cafbcda0a544b01b59d9f50e70dc7b98e70fb3c42ca16f19e8b6d8741259486a
BLAKE2b-256 checksum
How to use checksums
729414ce895c2946a123c65629d16de1420d1ef7c3492e8e74115136ac532246
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 18, 2026.

Transparency log

Release files / sparkforge_azure-0.1.2-py3-none-any.whl

Download URL sparkforge_azure-0.1.2-py3-none-any.whl
Size 1.9 MB
Tags Python 3
SHA-256 checksum
How to use checksums
323e243c9f6c9a51a7c58f04d355b8be5348d02ba778e17158733613af8c1932
BLAKE2b-256 checksum
How to use checksums
b57dafe3545705e6406bfb7dad8d36bec61077c0e65d5183b1dbfa6bffb1e58e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 18, 2026.

Transparency log

Security for sparkforge-azure 0.1.2

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for sparkforge_azure-0.1.2.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 18, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page