Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

CrowdyPy

The official Python SDK for Crowded Kingdoms: typed clients for the platform's one GraphQL API (identity, studio administration, world data, ck-exec) and a native UDP replication core.

CrowdyPy follows the CrowdyJS API surface (the same domains, the same two-token model, the same error codes) the way CrowdyCPP does, with Python names (mintAppToken is mint_app_token). Its realtime path is CrowdyCPP's native replication client, bound with nanobind and shipped inside the wheel. Python never touches a datagram.

v0.10.0: the input log says what it lost (CrowdyJS 18.9.0, CrowdyCPP 0.62.0). Every session from client.input_log.sessions carries missingRecords, the inputs the replication server accepted that never reached the log, which needs the Game API release after v2.40.2. Its docstrings name the new end reasons (paused among them), the two read refusals worth retrying with the same cursor, and how to stop a read nobody will see: cancel its task, which closes the request and frees its server read share. See MIGRATION.md.

v0.9.1: the input log's session filter sends userId as a string, and its reads document when to retry. See the 0.9.1 bullet below; 0.9.0 added the SDK a build compiled against.

v0.8.0: voice, channel audio, wide voxels, and pause and access refusals (CrowdyJS 18.7.0, CrowdyCPP 0.60.0).

  • Voice: crowdypy.media's voice helpers (an optional 10-byte header per codec frame, VoicePacketizer, VoiceJitterBuffer), and client.udp.send_channel_audio() with the channel_audio handler, which reaches every member of a channel wherever they are (party and guild voice).
  • World Stores: ChunkStore keeps voxel edits the 16x16x16 one-byte grid cannot hold in an overlay, and applies the echo of your own edit once. session.on("voxel_update") and session.on("generic_spatial") reach a game that keeps its own world.
  • Refusals: crowdypy.is_app_paused() reads the runtime gate that tokens and the bootstrap carry, and app_paused_of, access_refusal_of and actor_exists_of read the new refusals.
  • New calls: users.player_profile(s), app_access.suspend and unsuspend, and exec.restart_type.
  • 0.9.0: every build (exec.build, build_status, wait_for_build and the mod builds) carries sdk_version, the ckx-sdk (CLIENT half: crowdy-client-sdk) version the platform compiled it against, whatever the crate names. It needs ck-api v2.40.2, since the build documents select it.
  • 0.8.0 needs the ck-api release after v2.39.0, since the token mutations select runtimeGate. Channel audio and the voxel echo need replication server v0.37.0.
  • 0.7.0 brought the input log (client.input_log.sessions() and messages(), and replayLoggingEnabled). 0.6.0 brought distance-limited channel messages (udp.send_ranged_channel_message()) and the terms gate (auth.record_player_consents()).
  • 0.5.1 made ChunkStore.hydrate() keep every recorded voxel edit (voxelStates) and ensure_around() keep a chunk it already loaded.
  • 0.5.0 brought the ck-exec gateway check (client.exec.connect() sends the connect token only to a gateway on the game API's estate, and reports a refusal as Denied) and open grids (game_apps.open_permissions() and set_open_permissions()).
  • 0.4 brought the headless Crowdy Studio (crowdypy.studio), player-host observation (crowdypy.player_host), the roots CrowdyCPP covers beyond CrowdyJS, and the strict parity gate (docs/parity-matrix.md has no gaps); 0.3.0 the World Stores, the Game Kit, ck-exec and subscriptions; 0.2.0 native UDP replication (client.udp); 0.1.0 the GraphQL client.

See MIGRATION.md.

Install

pip install crowdypy

Wheels: CPython 3.12+ (one abi3 wheel per platform) and free-threaded CPython 3.14, on Linux x86_64 / aarch64, macOS arm64 / x86_64 and Windows x64. OpenSSL is linked statically; nothing else native is needed. docs/compatibility.md has the details, including the tier versions below.

Each tier of the platform has its own release line, and a build defaults to its own tier's API origin (crowdypy.CROWDY_DEFAULT_TIER says which):

Tier PyPI version Pin
dev X.Y.Z.devN crowdypy==0.4.0.dev1
test X.Y.ZrcN crowdypy==0.4.0rc1
prod X.Y.Z crowdypy==0.4.0

pip skips pre-releases unless a requirement names one, so a prod range never picks up a dev or test build. The same wheels and the sdist are attached to each GitHub release, and pip installs one from its URL (pip install https://github.com/CrowdedKingdoms/CrowdyPy/releases/download/<tag>/<wheel>).

Quick start

import asyncio

import crowdypy

API = "https://ck.dev.crowdedkingdoms.com"


async def main() -> None:
    # The identity client: sign-in, account and studio calls, minting.
    async with crowdypy.AsyncCrowdyClient(http_url=API) as identity:
        await identity.auth.login("player@example.com", "correct-horse-battery")
        minted = await identity.portal.mint_app_token("42")

    # The game client: one per app, at the app's own datacenter.
    async with crowdypy.AsyncCrowdyClient(
        http_url=minted.game_api_url or API, discovery_url=minted.discovery_url
    ) as game:
        game.set_app_token(minted)
        print(await game.server_status.server_with_least_clients())


asyncio.run(main())

Without an event loop, crowdypy.sync.CrowdyClient has the same methods, without await:

from crowdypy.sync import CrowdyClient

with CrowdyClient(http_url=API) as identity:
    identity.auth.login("player@example.com", "correct-horse-battery")
    print(identity.users.me())

Two tokens, two clients

There is one API origin but two tokens, as in every Crowded Kingdoms SDK:

  1. Sign-in (auth.login, a magic link, or social/OIDC) yields an identity session token: account, studio administration and minting. It is not accepted for gameplay.
  2. Gameplay needs a short-lived app-scoped token per app (portal.mint_app_token(app_id)), which is also the HMAC key for native UDP. Refresh it with client.refresh_gameplay_token() (concurrent callers share one refresh). It is refused with LEGAL_ACCEPTANCE_REQUIRED until the player's agreement to the legal documents and age attestation are stored: show both checkboxes, then call auth.record_player_consents(accept_legal=True, attest_age_of_majority=True).
  3. Build one identity client and one client per game. The game client points at the app's datacenter (game_api_url) with discovery_url set, so it can find the app again if that instance stops answering.

Persist them the same way: FileTokenStore.session_path(directory, api_origin) names the session file (one per origin, shared by every game) and FileTokenStore.app_path(directory, app_id) the gameplay one (one per app):

from crowdypy import FileTokenStore

identity = crowdypy.AsyncCrowdyClient(
    http_url=API, token_store=FileTokenStore(FileTokenStore.session_path(state_dir, API))
)

CrowdyPy sends no Origin header, so direct sign-in is served to it; hosted browser sign-in (portal.signIn in CrowdyJS) is a browser flow and is not part of this SDK.

Errors

Every error is a crowdypy.CrowdyError. A GraphQL refusal is a CrowdyGraphQLError with the server's stable code (error.code == "FORBIDDEN") and extensions; HTTP, network and timeout failures have their own classes. CrowdyAppUnavailableError (the app's datacenter is not serving) and CrowdyUserCodeFaultError (a player module faulted; player_fault_of(error) reads the fault) mirror CrowdyJS. A WRONG_DATACENTER refusal moves the client to the app's datacenter and retries once, by itself.

A paused app (its organization ran out of funds, hit a spend cap, or let a subscription lapse) still mints a token, so check crowdypy.is_app_paused(minted.runtime_gate) before entering the world, and tell the player it is paused. Replication then refuses sends with UDP error 33 (APP_PAUSED). crowdypy.app_paused_of(error), access_refusal_of(error) (ACCESS_REVOKED, ACCESS_SUSPENDED with suspended_until, ACCESS_NOT_GRANTED) and actor_exists_of(error) read those refusals. None of them clears by retrying.

Replication

minted = await identity.portal.mint_app_token("42")
async with crowdypy.AsyncCrowdyClient(
    http_url=minted.game_api_url or API, discovery_url=minted.discovery_url
) as game:
    await game.udp.connect(minted)  # assign a server, open the socket
    game.udp.subscribe({"actor_update": lambda n: print(n.uuid, n.chunk, n.payload)})
    await game.udp.send_actor_update((0, 0, 0), my_uuid, pose_bytes)
    echo = await game.udp.send_actor_update_and_wait((0, 0, 0), my_uuid, pose_bytes)

For a game loop, use the connection underneath: send a frame's entities in one call, and read whole batches.

conn = game.udp.connection
conn.send_actor_updates(chunks, uuids, poses, stride=88)  # numpy (n, 3) int64, n x 32 octets
async for batch in conn.batches():
    actors = batch.types == crowdypy.wire.MessageType.ACTOR_UPDATE_NOTIFICATION
    positions = batch.chunks[actors]  # a view, not a copy

crowdypy.replication.ReplicationConnection is the same for code without an event loop: wait() and then poll() from your own loop.

Voxel positions and types are the app's signed 16-bit values, and a voxel state is at most 1,024 bytes (InvalidArgument otherwise, nothing sent). Replication server v0.37.0 echoes every accepted voxel edit back to its sender as a voxel_update.

Voice

send_audio_packet reaches players near a chunk and carries whatever bytes it is given; a game with a voice format of its own keeps it. The voice helpers in crowdypy.media are an optional format that every Crowded Kingdoms SDK shares, byte for byte. Each packet is a 10-byte header (version 1, the codec, a u16 seq, a u32 timestamp in codec samples, the frame's duration and two talk-spurt flags) followed by one codec frame. VoicePacketizer numbers one sender's frames. VoiceJitterBuffer puts each sender's packets back in order and plays them out 60 ms after the first packet of a talk spurt arrived. It reports a frame that never came as a gap, drops one that arrives after its playout time, and holds at most 64 frames a sender.

send_channel_audio reaches every member of a channel wherever they are (party or guild voice), at most 1,024 bytes a packet. The sender needs the channel's send_voice (members_can_speak=True on creation gives it to the member role) and the player's use_voice_chat. There is no echo, and members receive channel_audio:

from crowdypy.media import VoiceCodec, VoiceJitterBuffer, VoicePacketizer

party = VoicePacketizer(VoiceCodec.OPUS, 20)
# Every 20 ms while the player talks (`opus_frame` from your own encoder):
await game.udp.send_channel_audio(channel_id, my_uuid, party.packetize(opus_frame, last=released))
# ...and party.skip() for every 20 ms of silence that is not sent.

voices = VoiceJitterBuffer()
game.udp.subscribe({"channel_audio": lambda n: voices.push(f"{n.channel_id}:{n.uuid}", n.payload)})
for slot in voices.poll():  # at least once a frame, from your audio clock
    if slot.gap:
        conceal(slot.key, slot.frame_ms)  # the frame never came
    else:
        play(slot.key, slot.codec, slot.frame)

No codec ships with CrowdyPy, and the wheel links none: which codec an app uses (Opus, or G.711 µ-law where it has no Opus), and the library that encodes and decodes it, is the app's choice. Where a voice sits in the world (panning, distance attenuation) is the game's too.

World Stores

from crowdypy.codecs import f32, struct_codec, u16
from crowdypy.stores import create_world_session

pose = struct_codec({"x": f32(), "y": f32(), "z": f32(), "yaw": u16()})
session = create_world_session(game, app_id, actor_codec=pose, host=True, save=True)
session.self.join((0, 0, 0), {"x": 0.0, "y": 64.0, "z": 0.0, "yaw": 0})
session.actors.on_join(lambda actor: print("joined", actor.uuid, actor.value))
asyncio.create_task(session.run())  # tick 60 times a second

snapshot = session.actors.snapshot()  # once a frame: every actor at once
states = pose.decode_many(snapshot.state_offsets, snapshot.state_data)  # numpy, no loop

session.chunks is a helper for 16x16x16 chunks with one byte per voxel. An edit that grid cannot hold (a type outside 0-255, a position outside 0-15) is kept in the chunk's overlay(), and voxel_type_at reads it first. The echo of your own set_voxel is not applied a second time. A game with other addressing reads every edit from session.on("voxel_update", ...), which includes those echoes.

Crowdy Studio

from crowdypy.studio import CrowdyStudioController

studio = CrowdyStudioController.for_client(game, app_id=app_id, grid_id=grid_id)
await studio.initialize()  # opens the first project
studio.update_file("SERVER", "src/lib.rs", source)  # autosaves
result = await studio.test_draft()  # build, deploy and switch on the mod
print(result.status, studio.get_state().build_output)

A CLIENT target runs in a host you pass as broker_factory; the browser Studio runs it in a Web Worker.

Performance

Python does no work per datagram. Receive, HMAC verification and decoding happen on CrowdyCPP's network thread, which never takes the GIL; Python sees one batch object per poll. Sends release the GIL, and a batch releases it once for the whole batch. An asyncio loop is woken through a socket, not by polling. Measured against CrowdyCPP on the same machine (benchmarks/README.md): a 200-entity batch costs 1.06x CrowdyCPP's own send path per entity, Python takes in two million verified notifications a second, a notification reaches an asyncio handler 47 µs after it hits the wire (p50), and a 60 Hz loop stays within 0.2 ms of its schedule while receiving 60,000 a second.

Development

uv sync                       # builds the extension (CMake, a C++20 compiler) and installs dev tools
uv run pytest tests/unit
uv run ruff check . && uv run ruff format --check . && uv run mypy

The live suites in tests/e2e/ run against a deployment when the CROWDY_E2E_* variables are set; docs/e2e-coverage.md lists them, how to configure them and the last live runs.

The gates CI runs, all from a clean checkout:

Gate Command
Vendored CrowdyCPP is the pinned commit's tree python scripts/vendor_crowdycpp.py --check
schema.gql and operations are CrowdyJS's at the pin python scripts/schema_sync.py --check
Generated code is current python scripts/codegen.py --check
The blocking client is generated from the async one python scripts/unasync.py --check
Parity with CrowdyJS python tools/parity/parity.py --crowdyjs ../CrowdyJS --check docs/parity-matrix.md
No internal names in the tree or the artifacts python scripts/ci/check_content_policy.py

AGENTS.md covers maintenance: re-pinning CrowdyJS and CrowdyCPP, the tier branches and the release path.

License

MIT. Wheels also contain CrowdyCPP (MIT), yyjson (MIT) and OpenSSL (Apache-2.0).

Metadata

Release files for crowdypy 0.10.0rc1

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

Source distribution (sdist)

Source distribution for crowdypy 0.10.0rc1
File Size Uploaded
crowdypy-0.10.0rc1.tar.gz 1.2 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for crowdypy 0.10.0rc1
File
crowdypy-0.10.0rc1-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64 Details
crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
crowdypy-0.10.0rc1-cp312-abi3-win_amd64.whl CPython 3.12 abi3 Windows x86-64 Details
crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_x86_64.whl CPython 3.12 abi3 Linux musl 1.2+ x86-64 Details
crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_aarch64.whl CPython 3.12 abi3 Linux musl 1.2+ ARM64 Details
crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 abi3 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 abi3 Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 Details
crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_x86_64.whl CPython 3.12 abi3 macOS 11.0+ x86-64 Details
crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_arm64.whl CPython 3.12 abi3 macOS 11.0+ ARM64 Details

Total release size: 40.4 MB

Release files / crowdypy-0.10.0rc1.tar.gz

Download URL crowdypy-0.10.0rc1.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
afdbca3383ebd966437198131fb7036301adbfb2fc8dbb911c32ff4b57a7e968
BLAKE2b-256 checksum
How to use checksums
9ecdda4c6da89af3481509b9b990143f7bbeec57daf3fee8bd8baa174ecbce55
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-win_amd64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-win_amd64.whl
Size 2.5 MB
Tags CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum
How to use checksums
ebabac632589c69a85e46c8e8d65be1b8eb9e540b47d3a4acffe8953168b792d
BLAKE2b-256 checksum
How to use checksums
60f06adfd3e2ca61519d7804fa292fddf979f044bf9402b029edffddd69073a9
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_x86_64.whl
Size 2.9 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
23914171a98853a0e4a4bd16fd0b6ecb25f1de4da28f0ea4675f069d2867acd9
BLAKE2b-256 checksum
How to use checksums
cee7cf3e4554dfb6f323bb8a7dbc078a49c8c42a2e9f98fcf4049503c4869bcf
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-musllinux_1_2_aarch64.whl
Size 3.2 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
639ffde15b2b96b59bd5ccae865429be238101219efa26e04090683ad1e2455c
BLAKE2b-256 checksum
How to use checksums
25b7e5483a948ece580470298777ec791a11f0196fea6d93032e945b03363af3
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 2.8 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
78e29156cc3db140878c71455e93de7874b14051e7cc6df800275c2488f797d5
BLAKE2b-256 checksum
How to use checksums
8108a82f4a72906fd39c692d8199b5af00e126f6a358fa3d5564628da6ab03fa
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size 3.1 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
a86d2f9a1f134d0ed21c3918bb1ff528f03d283943385eb97dbba8ec4590f108
BLAKE2b-256 checksum
How to use checksums
a1734d221b83dc57125e8beb9cece59746a05331d5f6d189d3e0d409a3c6c32a
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_x86_64.whl
Size 2.5 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
8a9236f9014ea29ce5bc60e0208ea0ddcdd303f985cc8c06df345579696d06f5
BLAKE2b-256 checksum
How to use checksums
ff1603f2a19a73da646786cbaf82e028395a92139a3c81a3a6ba43c4d68286a7
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_arm64.whl

Download URL crowdypy-0.10.0rc1-cp314-cp314t-macosx_11_0_arm64.whl
Size 2.8 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
ab1c80de86f525d2a68a533fcca9189e2618285ae43dbfd25105a13df97f1268
BLAKE2b-256 checksum
How to use checksums
92fce2c373cee8f3a5a493ebb9a3f4c3efc15a1851101f40f62b47ff848d53e2
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-win_amd64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-win_amd64.whl
Size 2.4 MB
Tags CPython 3.12 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
b12f4dcd4e90954855790bd8db71bf1e02b4c2e1c512d0e86cee9f79f61dc68d
BLAKE2b-256 checksum
How to use checksums
71cd80f9bde26888ec94728e55af7f9af063cb726c2fd17ee5825655306d75c0
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_x86_64.whl
Size 2.9 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64 abi3
SHA-256 checksum
How to use checksums
7c93d588a328fe08f8a652809da65b43c71e6df95a190061a946f5b0075aa7bc
BLAKE2b-256 checksum
How to use checksums
7126364d845d2d0e22e5d61236bd64af7642a27e89d4d6e89bcb6abeb72b0ab8
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_aarch64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-musllinux_1_2_aarch64.whl
Size 3.2 MB
Tags CPython 3.12 Linux musl 1.2+ ARM64 abi3
SHA-256 checksum
How to use checksums
4dbb1dedf391f7a8811b2e90aa9a2b58c2cf7f91544f311509b5e92d007ba11f
BLAKE2b-256 checksum
How to use checksums
f3fa14590860d1cb24739e9b50a60e9b6ccb47dfefbeff002b0a8216add4d997
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 2.8 MB
Tags CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 abi3
SHA-256 checksum
How to use checksums
a264a66c7d88f530250df8d30d58b9a282c2d2bc6aafa145d314dbdee2301033
BLAKE2b-256 checksum
How to use checksums
f8e86db45b8e8412b85370d974c3aee8cc36a7aee2b6fa8d01bb6502a4f2031d
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size 3.1 MB
Tags CPython 3.12 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64 abi3
SHA-256 checksum
How to use checksums
73a1d6fd7f5dabda658688a982d4a064cfd6228286909942614c68cb183b02c7
BLAKE2b-256 checksum
How to use checksums
807540bd3c99a9910c0b4924896cb1c04e55e6cc222860785e811cf60867d6ff
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_x86_64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_x86_64.whl
Size 2.5 MB
Tags CPython 3.12 abi3 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
1520ea31dacf2caa437815bdbcb4ed76caf68fc8695cfbad092e923ccefaaab5
BLAKE2b-256 checksum
How to use checksums
3b0faddae75938f3937c49cf996f1a07b0587fe61688e0cc52d5eac722c8abad
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 13, 2026.

Transparency log

Release files / crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_arm64.whl

Download URL crowdypy-0.10.0rc1-cp312-abi3-macosx_11_0_arm64.whl
Size 2.8 MB
Tags CPython 3.12 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
f9e167c2a3373b24a103be68a3ac561b35e2c2c4e300c12a1c713807d795d3ff
BLAKE2b-256 checksum
How to use checksums
48fb535c24836a1c51ce655f74ca8cc96ab85bcacc742072162080e6bc331c47
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 13, 2026.

Transparency log
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