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C-Two Python SDK

C-Two exposes stateful Python resources through typed CRM contracts over same-process calls, local IPC, or an external HTTP relay. This package projects the shared Rust runtime into Python.

This guide describes Python C-Two 0.7.0 with c3 0.3.0. See version availability, upgrades and validation progress. In an activated environment (including Windows PowerShell):

uv pip install 'c-two==0.7.0'

FastDB is pinned to fastdb4py==0.2.1. See the project quickstart and Chinese edition.

Local IPC uses one automatic OS endpoint: Unix domain sockets or Windows Named Pipes. Rust owns default Persistent, explicit OwnerBound, structured shutdown completion and scoped endpoint maintenance. Upgrade communicating clients, resource servers and c3 together across the old Unix namespace boundary. See lifecycle integration. IPC uses lazy buddy pools, idle decay and finite backing/reassembly budgets; pool_enabled=False skips only buddy. cc.memory_stats() is read-only, and held responses and borrowed inputs keep independent leases. The standalone relay has its own upstream policy. See memory policy.

The canonical source report retains the exact C-Two e49652e85a384f1dd3489f393c13f4d9fff27f9f / FastDB 4f99f86a662b0e950a0dd29800c25a1c9fca4def evidence. Windows Server 2022/2025 x64 CPython 3.12 source validation does not establish a release-wide ABI matrix; Windows 11 desktop, ARM64 and services remain unvalidated.

Development

Use canonical main for source development and run commands from the repository root. The matching c3 release's rc-manifest.json identifies release source:

git clone https://github.com/world-in-progress/c-two.git
cd c-two

Prerequisites:

  • Python 3.10 or newer
  • Python 3.12 for standard local development
  • Python 3.14.3t when testing free-threading support
  • Rust toolchain
  • uv
  • for full interoperability tests: the FastDB v0.2.1 source checkout at ../fastdb

Python resolves fastdb4py==0.2.1 from PyPI. The Python native extension and c3 pin FastDB source 4f99f86a662b0e950a0dd29800c25a1c9fca4def for their source-mode static builds. Core and Rust SDK tests use the published Rust bindings with the matching FastDB Core SDK in system link mode. Golden specs and TypeScript interoperability fixtures still need the sibling source checkout; it is not a Python package override.

Install dependencies and build the Python native extension. This also compiles the required Rust core crates; no separate Rust prebuild step is needed:

FASTDB_PAYLOAD_LINK_MODE=source uv sync

Rebuild the native extension after changing Rust code:

FASTDB_PAYLOAD_LINK_MODE=source uv sync --reinstall-package c-two

Relay-dependent tests and examples require the standalone c3 binary. From a source checkout, build and link it before running relay flows:

FASTDB_PAYLOAD_LINK_MODE=source python tools/dev/c3_tool.py --build --link

The Python SDK does not embed or start a relay server. Start the standalone Rust relay with c3 relay, Docker Compose, or orchestration such as Kubernetes, then point Python code at its relay anchor with C2_RELAY_ANCHOR_ADDRESS or cc.set_relay_anchor(). The anchor is used for registration and name resolution. Remote HTTP calls still use the resolved route's relay_url directly, and local direct IPC is selected only for a loopback/local anchor. Relay-aware clients preflight routes before the first call and re-resolve structured stale-route responses; set C2_RELAY_ROUTE_MAX_ATTEMPTS to tune the maximum route acquisition attempts (default 3, valid range 1..=32, 0 is treated as 1). Ambiguous data-plane failures are not replayed.

After the source-mode build, configure the absolute Core SDK library directory for Rust consumers spawned by interoperability tests. Follow the development setup in the repository README and Windows guide for platform-specific loader paths and test prerequisites. Keep the existing extension build while running the Python tests:

C2_RELAY_ANCHOR_ADDRESS= uv run --no-sync pytest sdk/python/tests -q --timeout=30

Run Rust core checks when validating shared native runtime changes:

cargo test --manifest-path core/Cargo.toml --workspace

For CLI build, link, and test commands, see the CLI guide.

Examples

Python examples live under ../../examples/python/:

uv sync --group examples
uv run python examples/python/local.py

Relay examples also need a running standalone relay, for example:

FASTDB_PAYLOAD_LINK_MODE=source python tools/dev/c3_tool.py --build --link
c3 relay --bind 127.0.0.1:8080

Benchmarks

Python-specific benchmarks live in benchmarks/:

C2_RELAY_ANCHOR_ADDRESS= uv run python sdk/python/benchmarks/segment_size_benchmark.py

Metadata

Release files for c-two 0.7.0

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

Source distribution (sdist)

Source distribution for c-two 0.7.0
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Built distributions (wheels)

Table of built distributions (wheels) for c-two 0.7.0
File
c_two-0.7.0-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
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c_two-0.7.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
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c_two-0.7.0-cp314-cp314-macosx_10_12_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
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c_two-0.7.0-cp313-cp313-macosx_10_12_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
c_two-0.7.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
c_two-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
c_two-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
c_two-0.7.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
c_two-0.7.0-cp312-cp312-macosx_10_12_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
c_two-0.7.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
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c_two-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
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c_two-0.7.0-cp311-cp311-macosx_10_12_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
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c_two-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
c_two-0.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
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c_two-0.7.0-cp310-cp310-macosx_10_12_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details

Total release size: 130.2 MB

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