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