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.

v0.9.0: builds report the SDK they compiled against (CrowdyJS 18.8.0, CrowdyCPP 0.61.0). See the 0.9.0 bullet below.

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 0.9.0.dev1

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 0.9.0.dev1
File Size Uploaded
crowdypy-0.9.0.dev1.tar.gz 1.2 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for crowdypy 0.9.0.dev1
File
crowdypy-0.9.0.dev1-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
crowdypy-0.9.0.dev1-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
crowdypy-0.9.0.dev1-cp314-cp314t-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
crowdypy-0.9.0.dev1-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-0.9.0.dev1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
crowdypy-0.9.0.dev1-cp314-cp314t-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64 Details
crowdypy-0.9.0.dev1-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
crowdypy-0.9.0.dev1-cp312-abi3-win_amd64.whl CPython 3.12 abi3 Windows x86-64 Details
crowdypy-0.9.0.dev1-cp312-abi3-musllinux_1_2_x86_64.whl CPython 3.12 abi3 Linux musl 1.2+ x86-64 Details
crowdypy-0.9.0.dev1-cp312-abi3-musllinux_1_2_aarch64.whl CPython 3.12 abi3 Linux musl 1.2+ ARM64 Details
crowdypy-0.9.0.dev1-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 abi3 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
crowdypy-0.9.0.dev1-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 abi3 Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64 Details
crowdypy-0.9.0.dev1-cp312-abi3-macosx_11_0_x86_64.whl CPython 3.12 abi3 macOS 11.0+ x86-64 Details
crowdypy-0.9.0.dev1-cp312-abi3-macosx_11_0_arm64.whl CPython 3.12 abi3 macOS 11.0+ ARM64 Details

Total release size: 40.3 MB

Release files / crowdypy-0.9.0.dev1.tar.gz

Download URL crowdypy-0.9.0.dev1.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
842707193d35451ce5ed2af310810faa761bcca2e5a7f3273f0837e686b3c5cc
BLAKE2b-256 checksum
How to use checksums
6d13676e399cb8971fe282650f2e362f4fb3c81a6cd1346ed8a64394452e0117
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-win_amd64.whl

Download URL crowdypy-0.9.0.dev1-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
ced42e5057d40194618aebb23afb845ef15f6eb5d96204dc55b7a04416e16b2b
BLAKE2b-256 checksum
How to use checksums
5bc898bfd734093e16ba50f67720bf1e065e2507653adcd6287f83f8b42b6849
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL crowdypy-0.9.0.dev1-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
f32c57fed461525b189b132260391ef1204d74eaad36f1ce6b891f909d891e6e
BLAKE2b-256 checksum
How to use checksums
1243b2bf0d118d3246f2a7eb422ea9cfb0c8f111d34a0c06860428f382afed9a
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL crowdypy-0.9.0.dev1-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
439072df9f819c6fca79d2146705b0767715b8e95b3f2543076952d1fb698353
BLAKE2b-256 checksum
How to use checksums
3187c57ec5c197ded4e1d64d6238af8a4b71090f9b4aa3d5a51acd857d680266
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL crowdypy-0.9.0.dev1-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
d96eeb46f3aa63427c13b21f6e0184c616709e7cb896e9a265100bdf414fe332
BLAKE2b-256 checksum
How to use checksums
b3b5cbac5fb72172970659084505ca76cb9264fde2a25fa3be48d6d19957c0bd
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL crowdypy-0.9.0.dev1-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
7effe606e7bed78685a55139449ff5dbc97765baafe0d5d9d661c70c0ba31e4a
BLAKE2b-256 checksum
How to use checksums
ba3fa3ac2fd29e6c3047605c1718e083b002ce0e7c1922fb11a7a18a56e18d67
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-macosx_11_0_x86_64.whl

Download URL crowdypy-0.9.0.dev1-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
d9666ff86faca3a42eeee67ff6fb1510a0ef1ecd32c458d9ebadce7f3c41f678
BLAKE2b-256 checksum
How to use checksums
3e4593b01342e9ef937d03187eea97fb7753bf21b24001310fa0e91757fa80e1
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp314-cp314t-macosx_11_0_arm64.whl

Download URL crowdypy-0.9.0.dev1-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
08f840f767ef97e82a613af223267dd8e141884d5f209cb9835c33a76216ada3
BLAKE2b-256 checksum
How to use checksums
7c25ee72b106cffd0aade43000bd8404c1e8ff31cce60809d23e6505e4d281a9
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-win_amd64.whl

Download URL crowdypy-0.9.0.dev1-cp312-abi3-win_amd64.whl
Size 2.4 MB
Tags CPython 3.12 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
e741906b7cd9afbf54ae74968f741c5b94e50ec8bcb811ec2d8c4f19bdbb5851
BLAKE2b-256 checksum
How to use checksums
c241be648a9e17d396c1523a11863a215e5dfa4347b2e4ac89d9a0e934f6c5cc
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-musllinux_1_2_x86_64.whl

Download URL crowdypy-0.9.0.dev1-cp312-abi3-musllinux_1_2_x86_64.whl
Size 2.8 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64 abi3
SHA-256 checksum
How to use checksums
07f182a07ad3548393fd989fd75f3b0cc5c891fd281a966ddf77196d8c0f7d24
BLAKE2b-256 checksum
How to use checksums
6270005e624bcb2b69d6d47c787b354349d82af449bb02a762fa5c828ffa9136
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-musllinux_1_2_aarch64.whl

Download URL crowdypy-0.9.0.dev1-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
85cf04bd3cc8edeca89ca0688031c0de89199c76d76e63bf35538474dfda4473
BLAKE2b-256 checksum
How to use checksums
cfddc8d1667780b1973b11fd167f1d73e3036909730a5e109e014f1c0f0ca100
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL crowdypy-0.9.0.dev1-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
4ac7537d064435edfa30945fc90102e15a9d679b5bf215c9d3e6cb2db6d42584
BLAKE2b-256 checksum
How to use checksums
1c454be20a6d7617241de3b9d4d57c704754ad867a07da3ad1dd08ffc728e57e
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL crowdypy-0.9.0.dev1-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
27f2b0d4cc620299cf06b15341a6e904aa671525ae78b22acbf9a1960de81ebe
BLAKE2b-256 checksum
How to use checksums
8effd8da588e39221b39da1578f94d1896c55b4628515a31e8b1c46cce92452c
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-macosx_11_0_x86_64.whl

Download URL crowdypy-0.9.0.dev1-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
1fe603f3d5a553270f5fbaeaeef9ee08a1f85e81ecc3f076fab68b13b18b0ef8
BLAKE2b-256 checksum
How to use checksums
15d98517f2303d68cf601a4c51dfde8ccd2cadf50b648d2538543bfa9c9c5dc6
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 10, 2026.

Transparency log

Release files / crowdypy-0.9.0.dev1-cp312-abi3-macosx_11_0_arm64.whl

Download URL crowdypy-0.9.0.dev1-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
e4aeab5c44723c4ba3febf93ad0a5be08248ff4e0c692ffc7f488151d8bd8730
BLAKE2b-256 checksum
How to use checksums
1835d15453e48e0321abcc36c7021402d00a713f47c6e3993a69f8d25d9d2660
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 10, 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