i8ddlmZddlmZddlmZddlmZddlmZddl m Z m Z ddl m Z Gdd eeZeGd d ZeGd d ZeGddZeGddZeGddZeGddZeGddZeGddZeGddZddddedeed eeefdzd!eeefdzd"e dzd#eezezdzd$eeefdzd%ee dzd&eeeffd'ZdS)() dataclass)datetime)Enum)Any) constants) SpaceHardwareVolume)parse_datetimec&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 rrrrZ/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/huggingface_hub/_jobs_api.pyr r s3  IH EGGGGrr c*eZdZUeed<edzed<dS) JobStatusstageNmessage)rrrr __annotations__strrrrrr,s+ OOO 4Zrrc.eZdZUeed<eed<eed<dS)JobOwneridnametypeN)rrrrrrrrr r 2s+ GGG III IIIIIrr cBeZdZUdZeed<edzed<edzed<edzed<eedzed<eedzed<eee fdzed <eee fdzed <e dzed <eeefdzed <ee dzed <e ed<e ed<eed<eed<ddZdS)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"`. labels (`dict[str, str]` or `None`): Labels to attach to the job (key-value pairs). volumes (`list[Volume]` or `None`): Volumes mounted in the job container (buckets, models, datasets, spaces). 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', labels=None, 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!N created_at docker_imagespace_idcommand arguments environmentsecretsflavorlabelsvolumesstatusownerendpointurlreturnc |d|_|dp|d}|rt|nd|_|dp|d|_|dp|d|_|di}t |d|d |d  |_|d |_|d |_ |d|_ |d|_ |d|_ |d|_ |d}|r d|Dnd|_|di}t|d|d|_|dt"j|_|jd|jjd|j|_dS)Nr! createdAtr& dockerImager'spaceIdr(r1r"r#r!r"r#r)r*r+r,r-r.r/c&g|]}tdi|Srr .0vs r z$JobInfo.__init__.."555  555rr0rr)rrr2z/jobs//)r!getr r&r'r(r r1r)r*r+r,r-r.r/rr0rENDPOINTr2r"r3)selfkwargsr&r1r/r0s r__init__zJobInfo.__init__s,ZZ ,,H <0H0H 8BL.444"JJ}55SN9S9S 9--GJ1G1G  7B''t5=uV}UUU zz),, K00!::m44zz),, jj** jj** **Y''9@J55W5555d Hb))fWovzz)?T?TUUU  :y/ABB mFF4:?FFTWFFrr4N)rrrrrrrlistdictrrr rr rGrrrr%r%9s:44l GGG4*Dj #Y Cy4c3h$&&&& #s(^d """" D    cNT !!!! &\D     OOOMMM HHHGGGGGGrr%c8eZdZUedzed<edzed<eedzed<eedzed<eeefdzed<eeefdzed<edzed<e dzed <eedzed <edzed <eeefdzed <ee dzed <ddZ dS)JobSpecNr'r(r)r*r+r,r-timeouttagsarchr.r/r4c |dp|d|_|dp|d|_|d|_|d|_|d|_|d|_|d |_|d |_|d |_ |d |_ |d |_ |d}|r d|Dnd|_ dS)Nr7r'r8r(r)r*r+r,r-rMrNrOr.r/c&g|]}tdi|Sr;r<r=s rr@z$JobSpec.__init__..rAr) rCr'r(r)r*r+r,r-rMrNrOr.r/)rErFr/s rrGzJobSpec.__init__s,"JJ}55SN9S9S 9--GJ1G1G zz),, K00!::m44zz),, jj** zz),, JJv&& JJv&& jj** **Y''9@J55W5555d rrH) rrrrrrIrJrrintr rGrrrrLrLs *Dj #Y Cy4c3h$&&&& #s(^d """" D    4Z s)d  * cNT !!!! &\D     K K K K K KrrLc,eZdZUeed<eed<ddZdS) LastJobInfor!atr4Nc T|d|_t|d|_dS)Nr!rU)r!r rUrErFs rrGzLastJobInfo.__init__s$, ..rrH)rrrrrrrGrrrrTrTs< GGGLLL//////rrTc8eZdZUedzed<edzed<ddZdS)ScheduledJobStatusNlast_jobnext_job_run_atr4c "|dp|d}|r tdi|nd|_|dp|d}|rtt |nd|_dS)NlastJobrZ nextJobRunAtr[r)rCrTrZr rr[)rErFrZr[s rrGzScheduledJobStatus.__init__s::i((BFJJz,B,B3;E //h///  **^44U CT8U8UGV`~c/.B.BCCC\`rrH)rrrrTrrrGrrrrYrYsQD    _$$$aaaaaarrYceZdZUdZeed<edzed<eed<edzed<edzed<edzed<e ed <e ed <d d Z dS)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) ``` r!Nr&job_specschedulesuspend concurrencyr0r1r4c *|d|_|dp|d}|rt|nd|_t di|dp|di|_|d|_|d|_|d|_|d i}t|d p|d |d p|d |_ |di}t|d|d|d|_ dS)Nr!r6r&rajobSpecrbrcrdr0rZr]r[r^)rZr[r1r"r#r9r) r!rCr r&rLrarbrcrdrYr0r r1)rErFr&r0r1s rrGzScheduledJobInfo.__init__s\,ZZ ,,H <0H0H 8BL.444XX6::j#9#9#VVZZ SU=V=VXX  :.. zz),, !::m44Hb))(ZZ ++Dvzz)/D/D"JJ'899WVZZ=W=W     7B''t5=uV}UUU rrH) rrrrrrrrLboolrYr rGrrrr`r`s&&P GGG4Dj D[  OOOVVVVVVrr`cNeZdZUdZeed<eed<eed<eed<eed<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"`. r#modelquantityvram manufacturerr4Nc |d|_|d|_|d|_|d|_|d|_dS)Nr#rjrkrlrm)r#rjrkrlrmrWs rrGzJobAccelerator.__init__,sB6N G_ z* 6N ">2rrH)rrrrrrrGrrrririsf III JJJMMM III333333rricreZdZUdZeed<eed<eed<eed<edzed<eed<eed <eed <d d Z dS) 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` (= $0.000167). unit_cost_usd (`float`): Cost in USD per unit, e.g. `0.000167`. unit_label (`str`): Cost unit period, e.g. `"minute"`. Example: ```python >>> from huggingface_hub import list_jobs_hardware >>> hardware_list = list_jobs_hardware() >>> hardware_list[0] JobHardware(name='cpu-basic', pretty_name='CPU Basic', cpu='2 vCPU', ram='16 GB', accelerator=None, unit_cost_micro_usd=167, unit_cost_usd=0.000167, unit_label='minute') >>> hardware_list[0].name 'cpu-basic' ``` r" pretty_namecpuramN acceleratorunit_cost_micro_usd unit_cost_usd unit_labelr4c |d|_|d|_|d|_|d|_|d}|r t d i|nd|_|d|_|d|_|d|_ dS) Nr" prettyNamerrrsrtunitCostMicroUSD unitCostUSD unitLabelr) r"rqrrrsrCrirtrurvrw)rErFrts rrGzJobHardware.__init__`s6N !,/%=%=jj// 88K888T#)*<#= #M2 -rrH) rrrrrrrirRfloatrGrrrrprp4sB III HHH HHH$&&&&OOO . . . . . .rrpN)r.r/imager)envr,r-rMr.r/r4c|g|pi|p tjd}|r||d<|roddddd} t|trA|d| vr7t t |dd| |dz|d <nt ||d <|r||d <|rd |D|d <d D]3} || r|t| d|d<n4||d<|S)N)r)r*r+r-r,<iiQ)smhdtimeoutSecondsr.c6g|]}|Sr)to_dict)r>vols rr@z$_create_job_spec..s @@@s{{}}@@@rr/)zhttps://huggingface.co/spaces/zhttps://hf.co/spaces/zhuggingface.co/spaces/z hf.co/spaces/r8r7)r CPU_BASIC isinstancerrRr} startswithlen) r~r)rr,r-rMr.r/ratime_units_factorsprefixs r_create_job_specrlsPyb3M3   H&%6#$2DyII gs # # 6 7I(I(I),U73B3<-@-@CUV]^`VaCb-b)c)cH% & &),WH% & $#A@@@@@ ( (   F # # "'F "6HY  E #( Or) dataclassesrrenumrtypingrhuggingface_hubrhuggingface_hub._space_apirr huggingface_hub.utils._datetimer rr rr r%rLrTrYr`rirprIrJrRr}rrrrrs"!!!!!%%%%%%<<<<<<<<::::::sD(       ^G^G^G^G^G^G^G ^GB KKKKKKK K< /////// / aaaaaaa a @V@V@V@V@V@V@V @VF 3333333 3> 4.4.4.4.4.4.4. 4.~%)#'... .#Y. c3h$  . #s(^d " . D .5[3  %. cNT !.&\D . #s(^......r