swarm-bee 1.1.0

Python client for the Swarm Bee API. Functional parity with bee-js / bee-go / bee-rs.

bee-py

Python client for the Swarm Bee API. Async-first (httpx), Python 3.10+, fully type-checked (mypy --strict).

The functional target is parity with bee-js (canonical TypeScript client), bee-go (typed Go port), and bee-rs (Rust port). bee-go is the primary reference for shape and behavior; bee-js is the source of truth for wire-format edge cases.

Status: stable (1.0). Functional parity with bee-js, bee-go, and bee-rs at Bee API 8.0.0. 407 tests, mypy --strict clean, 42 example apps in examples/.

Install

pip install swarm-bee
# or
uv add swarm-bee

The PyPI distribution name is swarm-bee (the natural bee-py was blocked by PyPI's typosquat protection — too close to the unrelated beepy project). The GitHub repo is still ethswarm-tools/bee-py to match the bee-go / bee-rs sibling naming, and the import name is bee:

from bee import Bee, AsyncBee

Quick start (async)

import asyncio
from bee import AsyncBee

async def main() -> None:
    async with AsyncBee("http://localhost:1633") as client:
        health = await client.debug.health()
        print(f"bee {health.version} api {health.api_version}")

asyncio.run(main())

Quick start (sync)

from bee import Bee

with Bee("http://localhost:1633") as client:
    health = client.debug.health()
    print(f"bee {health.version} api {health.api_version}")

Both clients share the same surface — Bee wraps AsyncBee with httpx.Client instead of httpx.AsyncClient. Choose whichever fits your codebase.

Layout

Module	bee-go counterpart	Scope
bee.swarm	pkg/swarm	Typed bytes, BMT, SOC, BZZ/DAI, Duration, Size, errs
bee.api	pkg/api	Upload/download options, pin, tag, grantee, envelope
bee.file	pkg/file	Data/file/chunk/SOC/feed/collection uploads
bee.postage	pkg/postage	Batch CRUD, pure stamp math
bee.debug	pkg/debug	Health, versions, accounting, chequebook, stake
bee.pss	pkg/pss	PSS send/subscribe/receive (websocket)
bee.gsoc	pkg/gsoc	GSOC send/subscribe + offline SOC address
bee.manifest	pkg/manifest	Mantaray trie, v0.2 wire format, ResourceLocator
bee.storage	bee-js only	High-level buy_storage / extend_storage_*
bee.dev	bee-js only	BeeDev newtype around Bee

Bearer auth

async with AsyncBee.with_token("http://localhost:1633", "abc123") as client:
    await client.debug.health()

Returns a client whose underlying httpx instance has Authorization: Bearer abc123 baked in. Sync mirror: Bee.with_token.

Latency probe

elapsed = await client.ping()  # round-trip /health, returns seconds

Useful for connection-status indicators in dashboards / TUIs. Mirrors bee-rs Client::ping / bee-go Client.Ping.

Logging

Subscribe to the bee.http logger to see structured request/response events (one per HTTP call):

import logging
logging.basicConfig(level=logging.DEBUG)
logging.getLogger("bee.http").setLevel(logging.DEBUG)

Each record carries method, url, status, and elapsed_ms extras. Mirrors the bee-rs tracing target bee::http.

Examples

The examples/ directory contains 42 ready-to-run scripts mirroring bee-rs / bee-go (basic_usage, quickstart, status, key_gen, upload_picture, download_picture, encrypted_upload, redundant_upload, feed_update, feed_history, feed_manifest, soc_write_read, pss_send_receive, gsoc_mined_pubsub, manifest_add_file, manifest_move_file, ens_locator, stamp_cost{,_live}, stamp_utilization, list_batches, buy_batch, pinning_workflow, tag_upload_progress, stamper_client_side, act_share, swarm_paste, swarm_chat, swarm_blog, swarm_share, swarm_vault, swarm_pinner, swarm_relay, swarm_deploy, swarm_fs, swarm_keyring, swarm_feed_rss, swarm_cost_monitor, encrypted_folder_walk, upload_directory, …) plus an end-to-end integration_check.py.

AI / ML starter examples

Six additional examples target the AI workflow surface — content addressing fits ML datasets, feed manifests fit prompt versioning, and SOCs fit deterministic embedding caches:

• swarm_dataset — pin a dataset file or HF-style folder; the reference IS the integrity check.
• swarm_prompt_registry — feed-versioned prompt store; a stable manifest URL lets production hot-swap prompts without redeploy. Includes a LangChain PromptTemplate integration sketch.
• swarm_mcp_bridge — MCP server (Anthropic Model Context Protocol) exposing Bee primitives as tools, so an MCP client can use Swarm as a content-addressed store. Optional dep: uv add 'mcp[cli]>=1.0'.
• swarm_embedding_cache — keccak256(text) → embedding bytes via SOC. The cache address is deterministic from (text, owner) — no index lookup needed. Includes a numpy round-trip example.
• swarm_agent_memory — append-only chat history per agent ID via feeds. JSON {role, text, ts} payloads, OpenAI-style roles.
• swarm_rag_corpus — pin a docs folder; walk the manifest to enumerate paths; fetch one doc by path. Includes a LangChain DocumentLoader integration sketch.

Running examples

Run any example with uv run python examples/<name>.py. Most need BEE_BATCH_ID (a usable postage batch); some also need BEE_SIGNER_HEX (a 32-byte hex private key).

Stack

• httpx (async + sync HTTP), websockets for live subscriptions (TBD)
• coincurve (libsecp256k1 C bindings) for ECDSA — same C-bindings perf story as bee-rs v1.2.0
• eth-hash[pycryptodome] for keccak256
• Standard-library dataclasses, enum, tarfile for structured payloads — no pydantic dependency

Bee version compatibility

This client targets Bee 2.7.2-rc1 / API 8.0.0 (the values pinned in bee.debug.SUPPORTED_BEE_VERSION_EXACT and bee.debug.SUPPORTED_API_VERSION). At startup, prefer client.debug.is_supported_api_version() for a major-compatible check or client.debug.is_supported_exact_version() for a strict pin. Older or newer Bee instances usually work — unknown response fields are ignored — but new endpoints will return 404 and breaking wire-format changes will surface as BeeJsonError.

Roadmap

Milestone	Scope
0.1.x	Primitives (typed bytes, BMT, SOC), client plumbing, debug.health/versions ✅
0.2.x	Bytes / file upload + download (CAC, SOC, plain reference) ✅
0.3.x	Postage batches, stamp math, Stamper ✅
0.4.x	Mantaray manifest, collection upload/download, ResourceLocator
0.5.x	Feeds, GSOC, PSS
0.6.x	Full bee.api (pin, tag, grantee, envelope, stewardship)
0.7.x	bee.debug (accounting, chequebook, stake, transactions, topology) ✅
0.8.x	Value primitives (Bzz/Dai/Duration/Size/FileChunker/Cid) ✅
0.9.x	High-level glue (storage helpers, AsyncChunkStream, stream_directory) ✅
1.0.0	Functional parity with bee-js / bee-go / bee-rs at API 8.0.0; with_token, ping, bee.http logging, bee.dev ✅

Development

bee-py is uv-managed. Install uv once:

curl -LsSf https://astral.sh/uv/install.sh | sh

Then in this repo:

uv sync                    # create venv + install deps
uv run pytest              # run tests
uv run ruff check          # lint
uv run ruff format --check # format check
uv run mypy                # type check

License

MIT — see LICENSE.