team-10/venv/Lib/site-packages/huggingface_hub/_jobs_api.py

146 lines
5.3 KiB
Python
Raw Permalink Normal View History

2025-08-02 02:00:33 +02:00
# coding=utf-8
# Copyright 2025-present, the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from dataclasses import dataclass
from datetime import datetime
from enum import Enum
from typing import Any, Dict, List, Optional
from huggingface_hub import constants
from huggingface_hub._space_api import SpaceHardware
from huggingface_hub.utils._datetime import parse_datetime
class JobStage(str, Enum):
"""
Enumeration of possible stage of a Job on the Hub.
Value can be compared to a string:
```py
assert JobStage.COMPLETED == "COMPLETED"
```
Taken from https://github.com/huggingface/moon-landing/blob/main/server/job_types/JobInfo.ts#L61 (private url).
"""
# Copied from moon-landing > server > lib > Job.ts
COMPLETED = "COMPLETED"
CANCELED = "CANCELED"
ERROR = "ERROR"
DELETED = "DELETED"
RUNNING = "RUNNING"
@dataclass
class JobStatus:
stage: JobStage
message: Optional[str]
def __init__(self, **kwargs) -> None:
self.stage = kwargs["stage"]
self.message = kwargs.get("message")
@dataclass
class JobOwner:
id: str
name: str
@dataclass
class JobInfo:
"""
Contains information about a Job.
Args:
id (`str`):
Job ID.
created_at (`datetime` or `None`):
When the Job was created.
docker_image (`str` or `None`):
The Docker image from Docker Hub used for the Job.
Can be None if space_id is present instead.
space_id (`str` or `None`):
The Docker image from Hugging Face Spaces used for the Job.
Can be None if docker_image is present instead.
command (`List[str]` or `None`):
Command of the Job, e.g. `["python", "-c", "print('hello world')"]`
arguments (`List[str]` or `None`):
Arguments passed to the command
environment (`Dict[str]` or `None`):
Environment variables of the Job as a dictionary.
secrets (`Dict[str]` or `None`):
Secret environment variables of the Job (encrypted).
flavor (`str` or `None`):
Flavor for the hardware, as in Hugging Face Spaces. See [`SpaceHardware`] for possible values.
E.g. `"cpu-basic"`.
status: (`JobStatus` or `None`):
Status of the Job, e.g. `JobStatus(stage="RUNNING", message=None)`
See [`JobStage`] for possible stage values.
status: (`JobOwner` or `None`):
Owner of the Job, e.g. `JobOwner(id="5e9ecfc04957053f60648a3e", name="lhoestq")`
Example:
```python
>>> from huggingface_hub import run_job
>>> job = run_job(
... image="python:3.12",
... command=["python", "-c", "print('Hello from the cloud!')"]
... )
>>> job
JobInfo(id='687fb701029421ae5549d998', created_at=datetime.datetime(2025, 7, 22, 16, 6, 25, 79000, tzinfo=datetime.timezone.utc), docker_image='python:3.12', space_id=None, command=['python', '-c', "print('Hello from the cloud!')"], arguments=[], environment={}, secrets={}, flavor='cpu-basic', status=JobStatus(stage='RUNNING', message=None), owner=JobOwner(id='5e9ecfc04957053f60648a3e', name='lhoestq'), endpoint='https://huggingface.co', url='https://huggingface.co/jobs/lhoestq/687fb701029421ae5549d998')
>>> job.id
'687fb701029421ae5549d998'
>>> job.url
'https://huggingface.co/jobs/lhoestq/687fb701029421ae5549d998'
>>> job.status.stage
'RUNNING'
```
"""
id: str
created_at: Optional[datetime]
docker_image: Optional[str]
space_id: Optional[str]
command: Optional[List[str]]
arguments: Optional[List[str]]
environment: Optional[Dict[str, Any]]
secrets: Optional[Dict[str, Any]]
flavor: Optional[SpaceHardware]
status: Optional[JobStatus]
owner: Optional[JobOwner]
# Inferred fields
endpoint: str
url: str
def __init__(self, **kwargs) -> None:
self.id = kwargs["id"]
created_at = kwargs.get("createdAt") or kwargs.get("created_at")
self.created_at = parse_datetime(created_at) if created_at else None
self.docker_image = kwargs.get("dockerImage") or kwargs.get("docker_image")
self.space_id = kwargs.get("spaceId") or kwargs.get("space_id")
self.owner = JobOwner(**(kwargs["owner"] if isinstance(kwargs.get("owner"), dict) else {}))
self.command = kwargs.get("command")
self.arguments = kwargs.get("arguments")
self.environment = kwargs.get("environment")
self.secrets = kwargs.get("secrets")
self.flavor = kwargs.get("flavor")
self.status = JobStatus(**(kwargs["status"] if isinstance(kwargs.get("status"), dict) else {}))
# Inferred fields
self.endpoint = kwargs.get("endpoint", constants.ENDPOINT)
self.url = f"{self.endpoint}/jobs/{self.owner.name}/{self.id}"