Clarifai Protocol
This is a proprietary protocol used by our runners to communicate with our API. This should be installed as part of our python SDK.
Installation
Install the base package:
pip install clarifai-protocol
To use the auto-annotation feature (requires av for video decoding and shapely for polygon geometry), install the optional extra:
pip install 'clarifai-protocol[auto-annotation]'
The dependencies for this extra are listed in requirements-auto-annotation.txt.
Request Cancellation Support
The protocol now supports request cancellation, allowing models to abort in-flight requests to external inference servers when a user cancels their request.
Features
- Request ID Access: Models can access the current request ID via
get_request_id() - Abort Callbacks: Models can register a callback that will be invoked when requests are cancelled or when connections are aborted
- Thread Safety: All operations are thread-safe and work correctly with concurrent requests
- Background Execution: Abort callbacks run in background threads to avoid blocking the protocol
Usage
from clarifai_protocol import get_request_id, register_abort_callback
import requests
class MyModel:
def __init__(self):
super().__init__()
self.sglang_url = "http://localhost:30000"
# Register abort callback during initialization
register_abort_callback(self._abort_sglang)
def _abort_sglang(self, req_id: str) -> None:
"""Abort handler called when requests are cancelled."""
try:
requests.post(
f"{self.sglang_url}/abort_request",
json={"rid": req_id},
timeout=2.0
)
except Exception:
pass # Handle exceptions gracefully
def generate(self, prompt: str):
"""Generate text using external inference server."""
# Get the request ID to pass to the external server
req_id = get_request_id()
# Use req_id when calling external services
for token in self._call_sglang(prompt, req_id):
yield token
API Reference
get_request_id() -> Optional[str]
Returns the current request ID, or None if called outside of a request context.
Use this as an identifier when calling external inference servers so that cancellation can properly abort the request.
register_abort_callback(callback: Callable[[str], None]) -> None
Register a function to be called when a request is cancelled or the connection is aborted.
- Should be called once during model initialization
- The callback receives the cancelled request's ID as a parameter
- The callback runs in a background thread
- The callback should be idempotent (safe to call multiple times with the same req_id)
- Exceptions in the callback are logged but don't crash the protocol
- Triggered when: explicit cancellation (
RUNNER_ITEM_CANCELLED) or connection abort (stream done/cancelled)
1 maintainer
Metadata
1 maintainer
Release files for clarifai-protocol 0.0.62
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 21.0 MB
Release files / clarifai_protocol-0.0.62-cp313-cp313-win_amd64.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 565.3 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c29984b2cf3ff42d337fadcb847764a354d0e61b7642b65d52a1cd29189dffe6
|
|
BLAKE2b-256 checksum How to use checksums |
d09bcc269c67b2254b8442d6fe8d4534c189a7cb5e72690378608d8c3f97c1d7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 872.9 kB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
2b547b4cf84d543375de3a2695701aa61fb4cde8462f8cde2293ea92236f1fcc
|
|
BLAKE2b-256 checksum How to use checksums |
86d30661687c195386e3c767ee2772586ac58e68221cc06478ee594b9a56c52a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 799.6 kB |
| Tags | CPython 3.13 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
124848deed2305c436b9ad4073dd5d30b67779a5e0ce688cc24b1f1101f69f9a
|
|
BLAKE2b-256 checksum How to use checksums |
8925657556629e5740e637ad3800b25f18c27b97ecd89f7150a5b635405a14a0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 863.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
5913c9c6ce2563378ec1f11fe083031b91906f4ddaa776d08e0a1b4ede227ed9
|
|
BLAKE2b-256 checksum How to use checksums |
1990877d52d43823ddad15c1d9501a9b2b665f25782576dc525f0804f95588c8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 782.9 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
5de6041c86aa256ef21ab6fc9f8054e97653bfeec3bf63ab8b764c05452e696b
|
|
BLAKE2b-256 checksum How to use checksums |
f28a427083897c33f697cbca65433454e8dbcee6180c44c6b809f630d103abf3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp313-cp313-macosx_11_0_universal2.whl
| Download URL | clarifai_protocol-0.0.62-cp313-cp313-macosx_11_0_universal2.whl |
|---|---|
| Size | 580.6 kB |
| Tags | CPython 3.13 macOS 11.0+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
b34dfbee7b910e865da512002a159f955eb6fbc334a9cc916839a737ea7f5700
|
|
BLAKE2b-256 checksum How to use checksums |
4fd52319129bf146f1e92e67d90c437ea703cd9a303fa79e0ee77e7b861f10b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-win_amd64.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 566.4 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e9ae1f5c5ed803cbbf3ea7077421415206fb047905e47fd611ae070492b045fb
|
|
BLAKE2b-256 checksum How to use checksums |
106906bbf9c4cd3934176c2f1deaff7a28c26faf3bc26d729dc777f9483981b3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 868.6 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
0696727f45c8be127b1f2c565bb39d656503465af561a2917b0062f6d51471b5
|
|
BLAKE2b-256 checksum How to use checksums |
cc87def205cbdddf32bffc61343683c49163ed570ec9d4540752f2d985f6cde5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 793.8 kB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
ccccff8dce67570ec381b57d93d4664bd808688ad8c17044f513756bd5edce78
|
|
BLAKE2b-256 checksum How to use checksums |
2ac4ba75d245277863dff687c6a15a75c549b873c00dd3f5976ccd061ec91e29
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 860.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
94edd567dc8f9338a7e165bd7a73e2f3ff3b015845887c09e0284dbd4af787c6
|
|
BLAKE2b-256 checksum How to use checksums |
d04dfc911ca86cc16dd4983cf7f43d63fc7205728a7d68e6b883f40693e574f9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 778.4 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
25a2e6ff5ee0bfed743c3615a4868d45539b2ce1a8857704ca9dfe6884701cc3
|
|
BLAKE2b-256 checksum How to use checksums |
73afc7c4a93da078672904b45e5a4ab550bb30d9be56bdeb22967e7346027f72
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp312-cp312-macosx_11_0_universal2.whl
| Download URL | clarifai_protocol-0.0.62-cp312-cp312-macosx_11_0_universal2.whl |
|---|---|
| Size | 577.5 kB |
| Tags | CPython 3.12 macOS 11.0+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
2d60499f60ddf01c4451cad58c41a71e3a5d35ee9e1e5756ef9647680e6b14e6
|
|
BLAKE2b-256 checksum How to use checksums |
f179f3d6ed820913100064a3e138609e55a94ce49f8cd198bded4f00c8740498
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-win_amd64.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 579.8 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c1f3c8099a16aa28508adfba9b5c414e729897240be8d05ac257fe878a6dc92f
|
|
BLAKE2b-256 checksum How to use checksums |
1d9069dca15b7a68b0367b3b7df5d944fb864b6281b19de9e1077bc2249bb6c7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 769.4 kB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
9acfc86d9b99d0702be32a9d84e961259b5b4b9791828c4b6e1aa8f49f3ad62e
|
|
BLAKE2b-256 checksum How to use checksums |
643efe83dfddd3d9c10cdcb2a00d71f7b6f3c06e76cf1020000b0f2c7a0879c0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 722.8 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
f24c60e3285da2163166d0086aaf6a3090553d0a9bf7e9f00d2628de0b932301
|
|
BLAKE2b-256 checksum How to use checksums |
45f35f715cdb9cd805f71c470298f3e58f0df2d97d46739e0b5c413837ae3870
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 761.1 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
6b5716baadb4d9b70e6e8a7be49ca2c144027d102f2b2b64353a7df9828ef3a7
|
|
BLAKE2b-256 checksum How to use checksums |
08edba49b84f568ec3b5cfc7734ceb5d5acb3d8c399c8fb6035d35c02941f092
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 709.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
0dfe84464465346b81901e3b3cbcd4b85bf927e3dcdd85f5497d92e80ba28462
|
|
BLAKE2b-256 checksum How to use checksums |
00f33cc3b0de23e2305913de8fa3e4a3fa59b5c339cc90285716f71096d4691f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp311-cp311-macosx_11_0_universal2.whl
| Download URL | clarifai_protocol-0.0.62-cp311-cp311-macosx_11_0_universal2.whl |
|---|---|
| Size | 571.0 kB |
| Tags | CPython 3.11 macOS 11.0+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
b2e99f1b037bc54b616b6d5beddfed6bdf39fb62f9d62b7e27152e99d96751ce
|
|
BLAKE2b-256 checksum How to use checksums |
b8dca3488efe007cb46de5d267f6b8963b5da78d3881a2fb6d8b291a8dbc2586
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-win_amd64.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 559.8 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
4953efb2ec91000227204b82ec39f01a90f5fe8ee610b68efd43958a2227bbed
|
|
BLAKE2b-256 checksum How to use checksums |
285c8338e045f38b1edf34b0cabee00d1a90ef84fb69b1064c913a04c8e0e536
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 750.1 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
61858cc5a7cd736f67c57d08917f3a179af903f6f92639bf093cf28d4c2994b5
|
|
BLAKE2b-256 checksum How to use checksums |
626726273e9b3dfc38405caaadd0c1ce571c8fdbf9d857c8f86f05804034e7fb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 701.0 kB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
261618f237323d54ad5bc915f88fba6c544d39d2398af23e5784bb336b15e57d
|
|
BLAKE2b-256 checksum How to use checksums |
d774193372f9590dcdf9ba51104b19411daee1d976a6e3cab69eb897376e95c9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 740.6 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
bc336aa7eab8105c70731b4a8ea601872ff1ea5000de66a2e32d943c66cdd0d0
|
|
BLAKE2b-256 checksum How to use checksums |
7cb8250cb4c0e3f66e59502b1f9a004930fe9bac33957b567fc304ceb03c4b12
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 691.7 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
b993874c24ff16a2bc6371b6f6b23478923e40fe432e2c3a5e578704f0638403
|
|
BLAKE2b-256 checksum How to use checksums |
e8fad17f10c6eeffdd177fbefbe01007ea233ec8f5ed2c8a30c08e2a3e7e0ed0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp310-cp310-macosx_11_0_universal2.whl
| Download URL | clarifai_protocol-0.0.62-cp310-cp310-macosx_11_0_universal2.whl |
|---|---|
| Size | 556.0 kB |
| Tags | CPython 3.10 macOS 11.0+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
3385b1a04352d2c168fd8121193ac958698af89f7d1ab267c54b7dba111f7828
|
|
BLAKE2b-256 checksum How to use checksums |
d48ddc071c7e259bbc03ff15d2585a0b4014ff9497f263fab79d1a8a4bbf26a9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-win_amd64.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 556.7 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
00f4c35a7dd54d1ea4312dab37bd892a95c2aee98fb4e88cb70ff7ca06393045
|
|
BLAKE2b-256 checksum How to use checksums |
2ac1fc4b1ed1fb190cfbc5753756a6a10d359e53824bb97714b58572bc5294fc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 744.9 kB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
a7caf529438be85ecade2a1e3d5cc4f7235fcf76d322800f9fdd784cf6723bc9
|
|
BLAKE2b-256 checksum How to use checksums |
b33e038bab5827998eaf239e19ab590bd34ad93c7380bc9ed44fa313f288d5cc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-musllinux_1_2_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 696.2 kB |
| Tags | CPython 3.9 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
f75f8a4bad8d8767abf5160dae7548804dfe1fdb9da1eff958d2107f7fbe1ab7
|
|
BLAKE2b-256 checksum How to use checksums |
b024ca588d4d9e8a59701c5360891322aa3ed3e02613bf80b5326de177de6676
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 736.2 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
c3cb20b373a7c1964fe44f7a130606090ff599e8bbfa23ba28cbef87b2e05083
|
|
BLAKE2b-256 checksum How to use checksums |
e5cf644f7aff8182861382029578589722f7b577681d4aa401c414f09d7628cb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 685.9 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
aca546dc04f69b5ecc2583a3dfc3225b7f2539060c1a42f97e7683915adf0075
|
|
BLAKE2b-256 checksum How to use checksums |
4ef0f483a77eff6d6dbb033e98556677cff885013ee9a3ed124cd2fa8bc1ae5c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Release files / clarifai_protocol-0.0.62-cp39-cp39-macosx_11_0_universal2.whl
| Download URL | clarifai_protocol-0.0.62-cp39-cp39-macosx_11_0_universal2.whl |
|---|---|
| Size | 546.9 kB |
| Tags | CPython 3.9 macOS 11.0+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
8b965f47585e8c66c483beadc12615e7c4837843e744116e573cb1466a5d627a
|
|
BLAKE2b-256 checksum How to use checksums |
81d69d1e14a579a2803d6eff4e1fe4b61b4d57c7bff532d5468b8971db3997ba
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
