gjNxddlmZddlmZddlmZddlmZddlmZddl m Z ddl m Z Gdd e eZGd d e eZejejejejfZeGd d ZeGddZeGddZeGddZeGddZeGddZeGddZeGddZeGddZeGddZeGd d!Zd"d"d"d#d$d%e d&e e d'e!e efd"zd(e!e efd"zd)ee zd"zd*e"e#ze zd"zd+e!e e fd"zd,e e d"zd-e e"d"zd.e$d/e!e effd0Z%d"S)1) dataclass)datetime)Enum)Any) constantsVolume)parse_datetimeczeZdZdZdZdZdZdZdZdZ dZ d Z d Z d Z d Zd ZdZdZdZdZdZdZdZdZdZdZdZdZdZdZdS) JobHardwarea  Enumeration of hardware flavors available to run Jobs on the Hub. Value can be compared to a string: ```py assert JobHardware.CPU_BASIC == "cpu-basic" ``` Both enums are kept in sync with the Hub API by `utils/check_hardware_flavors.py`. z cpu-basicz cpu-upgradezcpu-performancezcpu-xlzt4-smallz t4-mediuml4x1l4x4l40sx1l40sx4l40sx8z a10g-smallz a10g-largez a10g-largex2z a10g-largex4z a100-largea100x4a100x8h200h200x2h200x4h200x8z rtx-pro-6000zrtx-pro-6000x2zrtx-pro-6000x4zrtx-pro-6000x8N)__name__ __module__ __qualname____doc__ CPU_BASIC CPU_UPGRADECPU_PERFORMANCECPU_XLT4_SMALL T4_MEDIUML4X1L4X4L40SX1L40SX4L40SX8 A10G_SMALL A10G_LARGE A10G_LARGEX2 A10G_LARGEX4 A100_LARGEA100X4A100X8H200H200X2H200X4H200X8 RTX_PRO_6000RTX_PRO_6000X2RTX_PRO_6000X4RTX_PRO_6000X8]/var/www/app.qaans.com/backend/venv/lib/python3.11/site-packages/huggingface_hub/_jobs_api.pyr r s  IK'O FHI D D F F FJJ!L!LJ F F D F F F!L%N%N%NNNr7r c*eZdZdZdZdZdZdZdZdZ dS) JobStageav 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`, `SCHEDULING`, `RUNNING`. Taken from https://github.com/huggingface/moon-landing/blob/main/server/job_types/JobInfo.ts#L61 (private url). COMPLETEDCANCELEDERRORDELETED SCHEDULINGRUNNINGN) rrrrr;r<r=r>r?r@r6r7r8r:r:Cs8  IH EGJGGGr7r:cVeZdZUeed<edzed<eedzed<edzed<dS) JobStatusstageNmessage expose_urlsssh_url)rrrr:__annotations__strlistr6r7r8rBrB\sP OOO 4ZcT!!!! 4Zr7rBc.eZdZUeed<eed<eed<dS)JobOwneridnametypeN)rrrrHrGr6r7r8rKrKds+ GGG III IIIIIr7rKcLeZdZUdZedzed<edzed<edzed<ddZdS) JobDurationsau Timing breakdown for a Job, computed server-side. Args: scheduling_secs (`int` or `None`): Seconds the job spent in the scheduling stage before starting to run. `None` if the job never reached the running stage. running_secs (`int` or `None`): Seconds the job has been or was running. Recomputed on each request while the job is in progress. `None` if the job never started running. total_secs (`int` or `None`): Total seconds elapsed since the job was created. Recomputed on each request while the job is in progress. Nscheduling_secs running_secs total_secsreturnc |d|d|_|d|d|_|d|d|_dS)NschedulingSecsrQ runningSecsrR totalSecsrS)getrQrRrSselfkwargss r8__init__zJobDurations.__init__sm%zz*:FJJGX>> 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), started_at=datetime.datetime(2025, 7, 22, 16, 6, 31, 79000, tzinfo=datetime.timezone.utc), finished_at=None, 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), durations=JobDurations(scheduling_secs=6, running_secs=2, total_secs=8), owner=JobOwner(id='5e9ecfc04957053f60648a3e', name='lhoestq', type='user'), initiator=JobInitiator(type='user', 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' ``` rLN created_at started_at finished_at docker_imagespace_idcommand arguments environmentsecretsflavorlabelsvolumesstatus durationsowner initiatorendpointurlrTc |d|_|dp|d}|rt|nd|_|dp|d}|rt|nd|_|dp|d}|rt|nd|_|dp|d |_|d p|d |_|d i}t|d|d |d|_ |d|_ |d|_ |d|_ |d|_ |d|_|d|_|d}|r d|Dnd|_|di}t#|d|d|d|d|_|d}|r t'd$i|nd|_|d} | r1t+| d| d| d  nd|_|d!t.j|_|jd"|j jd#|j|_dS)%NrL createdAtrd startedAtre finishedAtrf dockerImagergspaceIdrhrrrMrNrLrMrNrirjrkrlrmrnroc&g|]}tdi|Sr6r.0vs r8 z$JobInfo.__init__.."555  555r7rprCrD exposeUrlssshUrl)rCrDrErFrqrs)rNrLrMrtz/jobs//r6)rLrYr rdrerfrgrhrKrrrirjrkrlrmrnrorBrprPrqrarsrENDPOINTrtrMru) r[r\rdrerfrrrorprqrss r8r]zJobInfo.__init__s,ZZ ,,H <0H0H 8BL.444ZZ ,,H <0H0H 8BL.444jj..K&**]2K2K :EO>+6664"JJ}55SN9S9S 9--GJ1G1G  7B''t5=uV}UUU zz),, K00!::m44zz),, jj** jj** **Y''9@J55W5555d Hb))/JJy)) <00JJx((     JJ{++ 6?I22 222TJJ{++ dm wLi/IdO)--X^J_J_ ` ` ` `sw   :y/ABB mFF4:?FFTWFFr7r^)rrrrrHrGrrIdictrr r rBrPrKrar]r6r7r8rcrcs~DDL GGG44D   *Dj #Y Cy4c3h$&&&& #s(^d """" $  cNT !!!! &\D    d"""" OOOd""""MMM HHH$G$G$G$G$G$Gr7rcc8eZdZUedzed<edzed<eedzed<eedzed<eeefdzed<eeefdzed<edzed<e dzed <eedzed <edzed <eeefdzed <ee dzed <ddZ dS)JobSpecNrgrhrirjrkrlrmtimeouttagsarchrnrorTc |dp|d|_|dp|d|_|d|_|d|_|d|_|d|_|d |_|d |_|d |_ |d |_ |d |_ |d}|r d|Dnd|_ dS)Nrzrgr{rhrirjrkrlrmrrrrnroc&g|]}tdi|Sr~rrs r8rz$JobSpec.__init__..7rr7) rYrgrhrirjrkrlrmrrrrnro)r[r\ros r8r]zJobSpec.__init__*s,"JJ}55SN9S9S 9--GJ1G1G zz),, K00!::m44zz),, jj** zz),, JJv&& JJv&& jj** **Y''9@J55W5555d r7r^) rrrrHrGrIrrr r_r r]r6r7r8rrs *Dj #Y Cy4c3h$&&&& #s(^d """" $  4Z s)d  * cNT !!!! &\D     K K K K K Kr7rc,eZdZUeed<eed<ddZdS) LastJobInforLatrTNc T|d|_t|d|_dS)NrLr)rLr rrZs r8r]zLastJobInfo.__init__?s$, ..r7r^)rrrrHrGrr]r6r7r8rr:s< GGGLLL//////r7rc8eZdZUedzed<edzed<ddZdS)ScheduledJobStatusNlast_jobnext_job_run_atrTc "|dp|d}|r tdi|nd|_|dp|d}|rtt |nd|_dS)NlastJobr nextJobRunAtrr6)rYrrr rHr)r[r\rrs r8r]zScheduledJobStatus.__init__Is::i((BFJJz,B,B3;E //h///  **^44U CT8U8UGV`~c/.B.BCCC\`r7r^)rrrrrGrr]r6r7r8rrDsQD    _$$$aaaaaar7rceZdZUdZeed<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) ``` rLNrdjob_specschedulesuspend concurrencyrprrrTc *|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)NrLrwrdrjobSpecrrrrprrrr)rrrrrMrNr|r6) rLrYr rdrrrrrrrprKrr)r[r\rdrprrs r8r]zScheduledJobInfo.__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 r7r^) rrrrrHrGrrboolrrKr]r6r7r8rrPs&&P GGG4Dj D[  OOOVVVVVVr7rcNeZdZUdZeed<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"`. rNmodelquantityvram manufacturerrTNc |d|_|d|_|d|_|d|_|d|_dS)NrNrrrr)rNrrrrrZs r8r]zJobAccelerator.__init__sB6N G_ z* 6N ">2r7r^)rrrrrHrGr]r6r7r8rrsf III JJJMMM III333333r7rc|eZdZUdZeed<eed<eed<eed<eed<edzed<eed <eed <eed <dd Z dS)JobHardwareInfoa$ 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"`. ephemeral_storage (`str`): Ephemeral storage specification, e.g. `"20 GB"`, `"100 GB"`. accelerator (`JobAccelerator` or `None`): GPU/accelerator details if available. unit_cost_micro_usd (`int`): Cost in micro-dollars per unit, e.g. `167` (= $0.000167). unit_cost_usd (`float`): Cost in USD per unit, e.g. `0.000167`. unit_label (`str`): Cost unit period, e.g. `"minute"`. Example: ```python >>> from huggingface_hub import list_jobs_hardware >>> hardware_list = list_jobs_hardware() >>> hardware_list[0] JobHardwareInfo(name='cpu-basic', pretty_name='CPU Basic', cpu='2 vCPU', ram='16 GB', ephemeral_storage='20 GB', accelerator=None, unit_cost_micro_usd=167, unit_cost_usd=0.000167, unit_label='minute') >>> hardware_list[0].name 'cpu-basic' ``` rM pretty_namecpuramephemeral_storageN acceleratorunit_cost_micro_usd unit_cost_usd unit_labelrTc F|d|_|d|_|d|_|d|_|dd|_|d}|r t d i|nd|_|d|_|d |_ |d |_ dS) NrM prettyNamerrephemeralStoragezN/ArunitCostMicroUSD unitCostUSD unitLabelr6) rMrrrrYrrrrrr)r[r\rs r8r]zJobHardwareInfo.__init__s6N !,/%=%=!',>!F!Fjj// 88K888T#)*<#= #M2 -r7r^) rrrrrHrGrr_floatr]r6r7r8rrs!!F III HHH HHH$&&&&OOO . . . . . .r7rNF)rnroexposesshimagerienvrlrmrrnrorrrTc |g|pi|p tjd} |r|| d<|roddddd} t|trA|d| vr7t t |dd| |dz| d <nt || d <|r|| d <|rd |D| d <|rd |i| d<| rddi| d<dD]3} || r|t| d| d<n4|| d<| S)N)rirjrkrmrl<iiQ)smhdtimeoutSecondsrnc6g|]}|Sr6)to_dict)rvols r8rz$_create_job_spec..s @@@s{{}}@@@r7roportsrenabledTr)zhttps://huggingface.co/spaces/zhttps://hf.co/spaces/zhuggingface.co/spaces/z hf.co/spaces/r{rz)r r isinstancerHr_r startswithlen) rrirrlrmrrnrorrrtime_units_factorsprefixs r8_create_job_specrs}yb1K1   H&%6#$2DyII gs # # 6 7I(I(I),U73B3<-@-@CUV]^`VaCb-b)c)cH% & &),WH% & $#A@@@@@ /%v. ,$d+ ( (   F # # "'F "6HY  E #( Or7)& dataclassesrrenumrtypingrhuggingface_hubrhuggingface_hub._space_apir huggingface_hub.utils._datetimer rHr r:r;r<r=r>TERMINAL_JOB_STAGESrBrKrPrarcrrrrrrrIrr_rrrr6r7r8rsp"!!!!!%%%%%%------::::::(&(&(&(&(&#t(&(&(&VsD, )8+ 8.8.8.8.8.8.8. 8.F%)#'#666 6#Y6 c3h$  6 #s(^d " 6 #  $ 65[3  %6 cNT !6&\D 6 I 6 6 #s(^666666r7