o viA5@spddlmZddlmZddlmZddlmZmZmZddl m Z ddl m Z ddl mZGdd d eeZeGd d d ZeGd d d ZeGdddZeGdddZeGdddZeGdddZeGdddZeGdddZeGdddZdedeedeeeefdeeeefd ee d!eeeeefd"eeeffd#d$Zd%S)&) dataclass)datetime)Enum)AnyOptionalUnion) constants) SpaceHardware)parse_datetimec@s$eZdZdZdZdZdZdZdZdS)JobStageah Enumeration of possible stage of a Job on the Hub. Value can be compared to a string: ```py assert JobStage.COMPLETED == "COMPLETED" ``` Possible values are: `COMPLETED`, `CANCELED`, `ERROR`, `DELETED`, `RUNNING`. Taken from https://github.com/huggingface/moon-landing/blob/main/server/job_types/JobInfo.ts#L61 (private url). COMPLETEDCANCELEDERRORDELETEDRUNNINGN) __name__ __module__ __qualname____doc__r r rrrrrX/home/air/biblejyuku/back/venv/lib/python3.10/site-packages/huggingface_hub/_jobs_api.pyr s r c@s"eZdZUeed<eeed<dS) JobStatusstagemessageN)rrrr __annotations__rstrrrrrr-s rc@s&eZdZUeed<eed<eed<dS)JobOwneridnametypeN)rrrrrrrrrr3s  rc@seZdZUdZeed<eeed<eeed<eeed<eeeed<eeeed<ee ee fed<ee ee fed <ee ed <e ed <e ed <eed <eed<dddZdS)JobInfoa& 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. owner: (`JobOwner` or `None`): Owner of the Job, e.g. `JobOwner(id="5e9ecfc04957053f60648a3e", name="lhoestq", type="user")` 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', type='user'), 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' ``` r created_at docker_imagespace_idcommand arguments environmentsecretsflavorstatusownerendpointurlreturnNcKs|d|_|dp|d}|rt|nd|_|dp!|d|_|dp,|d|_|di}t|d|d |d d |_|d |_|d |_ |d|_ |d|_ |d|_ |di}t |d|dd|_|dtj|_|jd|jjd|j|_dS)Nr createdAtr! dockerImager"spaceIdr#r*rrrrrr$r%r&r'r(r)rr)rrr+z/jobs//)rgetr r!r"r#rr*r$r%r&r'r(rr)rENDPOINTr+rr,)selfkwargsr!r*r)rrr__init__~s        "zJobInfo.__init__r-N)rrrrrrrrlistdictrr rrr7rrrrr :s 2    r c@seZdZUeeed<eeed<eeeed<eeeed<eeeefed<eeeefed<ee ed<ee ed<eeeed <eeed <dd dZ d S)JobSpecr"r#r$r%r&r'r(timeouttagsarchr-NcKs|dp |d|_|dp|d|_|d|_|d|_|d|_|d|_|d |_|d |_|d |_ |d |_ dS) Nr/r"r0r#r$r%r&r'r(r<r=r>) r3r"r#r$r%r&r'r(r<r=r>r5r6rrrr7s       zJobSpec.__init__r8) rrrrrrr9r:rr intr7rrrrr;s     r;c@s(eZdZUeed<eed<dddZdS) LastJobInforatr-NcKs|d|_t|d|_dS)NrrB)rr rBr?rrrr7s zLastJobInfo.__init__r8)rrrrrrr7rrrrrAs rAc@s0eZdZUeeed<eeed<dddZdS)ScheduledJobStatuslast_jobnext_job_run_atr-NcKs`|dp |d}|rtdi|nd|_|dp|d}|r+tt||_dSd|_dS)NlastJobrD nextJobRunAtrEr)r3rArDr rrE)r5r6rDrErrrr7s zScheduledJobStatus.__init__r8)rrrrrArrr7rrrrrCs  rCc@sleZdZUdZeed<eeed<eed<eeed<ee ed<ee ed<e ed<e ed <dd d Z d S)ScheduledJobInfoa Contains information about a Job. Args: id (`str`): Scheduled Job ID. created_at (`datetime` or `None`): When the scheduled Job was created. tags (`list[str]` or `None`): The tags of the scheduled Job. schedule (`str` or `None`): One of "@annually", "@yearly", "@monthly", "@weekly", "@daily", "@hourly", or a CRON schedule expression (e.g., '0 9 * * 1' for 9 AM every Monday). suspend (`bool` or `None`): Whether the scheduled job is suspended (paused). concurrency (`bool` or `None`): Whether multiple instances of this Job can run concurrently. status (`ScheduledJobStatus` or `None`): Status of the scheduled Job. owner: (`JobOwner` or `None`): Owner of the scheduled Job, e.g. `JobOwner(id="5e9ecfc04957053f60648a3e", name="lhoestq", type="user")` job_spec: (`JobSpec` or `None`): Specifications of the Job. Example: ```python >>> from huggingface_hub import run_job >>> scheduled_job = create_scheduled_job( ... image="python:3.12", ... command=["python", "-c", "print('Hello from the cloud!')"], ... schedule="@hourly", ... ) >>> scheduled_job.id '687fb701029421ae5549d999' >>> scheduled_job.status.next_job_run_at datetime.datetime(2025, 7, 22, 17, 6, 25, 79000, tzinfo=datetime.timezone.utc) ``` rr!job_specschedulesuspend concurrencyr)r*r-NcKs|d|_|dp|d}|rt|nd|_tdi|dp%|di|_|d|_|d|_|d|_|d i}t |d pK|d |d pT|d d|_ |di}t |d|d|dd|_ dS)Nrr.r!rIjobSpecrJrKrLr)rDrFrErG)rDrEr*rrr1r) rr3r r!r;rIrJrKrLrCr)rr*)r5r6r!r)r*rrrr7s "      zScheduledJobInfo.__init__r8) rrrrrrrrr;boolrCrr7rrrrrHs (    rHc@sDeZdZUdZeed<eed<eed<eed<eed<d d d ZdS) JobAcceleratora Contains information about a Job accelerator (GPU). Args: type (`str`): Type of accelerator, e.g. `"gpu"`. model (`str`): Model of accelerator, e.g. `"T4"`, `"A10G"`, `"A100"`, `"L4"`, `"L40S"`. quantity (`str`): Number of accelerators, e.g. `"1"`, `"2"`, `"4"`, `"8"`. vram (`str`): Total VRAM, e.g. `"16 GB"`, `"24 GB"`. manufacturer (`str`): Manufacturer of the accelerator, e.g. `"Nvidia"`. rmodelquantityvram manufacturerr-NcKs6|d|_|d|_|d|_|d|_|d|_dS)NrrPrQrRrS)rrPrQrRrSr?rrrr7s    zJobAccelerator.__init__r8)rrrrrrr7rrrrrOs rOc@s`eZdZUdZeed<eed<eed<eed<eeed<eed<e ed<eed <dd d Z d S) JobHardwarea Contains information about available Job hardware. Args: name (`str`): Machine identifier, e.g. `"cpu-basic"`, `"a10g-large"`. pretty_name (`str`): Human-readable name, e.g. `"CPU Basic"`, `"Nvidia A10G - large"`. cpu (`str`): CPU specification, e.g. `"2 vCPU"`, `"12 vCPU"`. ram (`str`): RAM specification, e.g. `"16 GB"`, `"46 GB"`. accelerator (`JobAccelerator` or `None`): GPU/accelerator details if available. unit_cost_micro_usd (`int`): Cost in micro-dollars per unit, e.g. `167` (= $0.000167). unit_cost_usd (`float`): Cost in USD per unit, e.g. `0.000167`. unit_label (`str`): Cost unit period, e.g. `"minute"`. Example: ```python >>> from huggingface_hub import list_jobs_hardware >>> hardware_list = list_jobs_hardware() >>> hardware_list[0] JobHardware(name='cpu-basic', pretty_name='CPU Basic', cpu='2 vCPU', ram='16 GB', accelerator=None, unit_cost_micro_usd=167, unit_cost_usd=0.000167, unit_label='minute') >>> hardware_list[0].name 'cpu-basic' ``` r pretty_namecpuram acceleratorunit_cost_micro_usd unit_cost_usd unit_labelr-NcKsl|d|_|d|_|d|_|d|_|d}|r"td i|nd|_|d|_|d|_|d|_ dS) Nr prettyNamerVrWrXunitCostMicroUSD unitCostUSD unitLabelr) rrUrVrWr3rOrXrYrZr[)r5r6rXrrrr7Ss       zJobHardware.__init__r8) rrrrrrrrOr@floatr7rrrrrT's ! rTimager$envr'r(r<r-c Cs|g|pi|p tjd}|r||d<|r?ddddd}t|tr9|d|vr9tt|dd||d|d <nt||d <d D]}||rU|t|d|d <|SqA||d <|S) N)r$r%r&r(r'<iiQ)smhdtimeoutSeconds)zhttps://huggingface.co/spaces/zhttps://hf.co/spaces/zhuggingface.co/spaces/z hf.co/spaces/r0r/)r CPU_BASIC isinstancerr@r` startswithlen) rar$rbr'r(r<rItime_units_factorsprefixrrr_create_job_spec_s( &  rqN) dataclassesrrenumrtypingrrrhuggingface_hubrhuggingface_hub._space_apir huggingface_hub.utils._datetimer rr rrr r;rArCrHrOrTr9r:r@r`rqrrrrsR      X  C7