ZjEVddlmZddlmZddlmZddlmZddlmZddl m Z m Z ddl m Z Gdd eeZeGd d ZeGd d ZeGddZeGddZeGddZeGddZeGddZeGddZeGddZeGddZeGddZd d d!d"ed#eed$eeefd zd%eeefd zd&e d zd'eezezd zd(eeefd zd)ee d zd*eeeffd+Zy ),) dataclass)datetime)Enum)Any) constants) SpaceHardwareVolume)parse_datetimec(eZdZdZdZdZdZdZdZdZ y) 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) __name__ __module__ __qualname____doc__r rrrrrX/var/www/html/ia-enhanced/venv/lib/python3.12/site-packages/huggingface_hub/_jobs_api.pyr r s' IH EGJGrr c(eZdZUeed<edzed<y) JobStatusstageNmessage)rrrr __annotations__strrrrrr-s O 4Zrrc,eZdZUeed<eed<eed<y)JobOwneridnametypeN)rrrrrrrrr!r!3s G I Irr!cJeZdZUdZedzed<edzed<edzed<ddZy) 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_secsc |jd|jd|_|jd|jd|_|jd|jd|_y)NschedulingSecsr' runningSecsr( totalSecsr))getr'r(r)selfkwargss r__init__zJobDurations.__init__OsW%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' ``` r"N created_at started_at finished_at docker_imagespace_idcommand arguments environmentsecretsflavorlabelsvolumesstatus durationsowner initiatorendpointurlc |d|_|jdxs|jd}|r t|nd|_|jdxs|jd}|r t|nd|_|jdxs|jd}|r t|nd|_|jdxs|jd |_|jd xs|jd |_|jd i}t|d|d |d|_ |jd|_ |jd|_ |jd|_ |jd|_ |jd|_|jd|_|jd}|r|Dcgc] }t!d!i|c}nd|_|jdi}t%|d|jd|_|jd} | r t)d!i| nd|_|jd} | r#t-| d| d| jd nd|_|jdt0j2|_|j4d|jj6d |j|_ycc}w)"Nr" createdAtr: startedAtr; finishedAtr< dockerImager=spaceIdr>rHr#r$r"r#r$r?r@rArBrCrDrErFrr)rrrGrI)r$r"r#rJz/jobs//r)r"r.r r:r;r<r=r>r!rHr?r@rArBrCrDr rErrFr&rGr7rIrENDPOINTrJr#rK) r0r1r:r;r<rHrEvrFrGrIs rr2zJobInfo.__init__sS,ZZ ,H <0H 8B.4ZZ ,H <0H 8B.4jj.K&**]2K :E>+64"JJ}5SN9S 9-GJ1G  7B't5=uV}U zz), K0!::m4zz), jj* jj* **Y'9@W5  5d Hb)fWovzz)?TU JJ{+ 6?2 2TJJ{+ dmLi/IdO)--X^J_ `sw   :y/A/AB mm_F4::??*;1TWWIF6sKr3)rrrrrrrlistdictrrr rr&r!r7r2rrrr9r9es<| G44D *Dj #Y Cy4c3h$&& #s(^d "" D  cNT !! &\D  d"" Od""M HGrr9c eZdZUedzed<edzed<eedzed<eedzed<eeefdzed<eeefdzed<edzed<e dzed <eedzed <edzed <eeefdzed <ee dzed <ddZ y)JobSpecNr=r>r?r@rArBrCtimeouttagsarchrDrEc |jdxs|jd|_|jdxs|jd|_|jd|_|jd|_|jd|_|jd|_|jd |_|jd |_|jd |_ |jd |_ |jd |_ |jd}|r|Dcgc] }tdi|c}|_ yd|_ ycc}w)NrPr=rQr>r?r@rArBrCrZr[r\rDrEr)r.r=r>r?r@rArBrCrZr[r\rDr rE)r0r1rErUs rr2zJobSpec.__init__s"JJ}5SN9S 9-GJ1G zz), K0!::m4zz), jj* zz), JJv& JJv& jj* **Y'9@W5  5 d 5s0Er3) rrrrrrVrWrrr5r r2rrrrYrYs*Dj #Y Cy4c3h$&& #s(^d "" D  4Z s)d  * cNT !! &\D   KrrYc*eZdZUeed<eed<ddZy) LastJobInfor"atNc >|d|_t|d|_y)Nr"r`)r"r r`r/s rr2zLastJobInfo.__init__s, .rr3)rrrrrrr2rrrr_r_s GL/rr_c6eZdZUedzed<edzed<ddZy)ScheduledJobStatusNlast_jobnext_job_run_atc |jdxs|jd}|r tdi|nd|_|jdxs|jd}|rtt ||_yd|_y)NlastJobrd nextJobRunAtrer)r.r_rdr rre)r0r1rdres rr2zScheduledJobStatus.__init__ sj::i(BFJJz,B3; /h/  **^4U CT8UGV~c/.BC\`rr3)rrrr_rrr2rrrrcrcsD  _$arrcceZdZUdZeed<edzed<eed<edzed<edzed<edzed<e ed <e ed <d d Z y) ScheduledJobInfoa Contains information about a Job. Args: id (`str`): Scheduled Job ID. created_at (`datetime` or `None`): When the scheduled Job was created. tags (`list[str]` or `None`): The tags of the scheduled Job. schedule (`str` or `None`): One of "@annually", "@yearly", "@monthly", "@weekly", "@daily", "@hourly", or a CRON schedule expression (e.g., '0 9 * * 1' for 9 AM every Monday). suspend (`bool` or `None`): Whether the scheduled job is suspended (paused). concurrency (`bool` or `None`): Whether multiple instances of this Job can run concurrently. status (`ScheduledJobStatus` or `None`): Status of the scheduled Job. owner: (`JobOwner` or `None`): Owner of the scheduled Job, e.g. `JobOwner(id="5e9ecfc04957053f60648a3e", name="lhoestq", type="user")` job_spec: (`JobSpec` or `None`): Specifications of the Job. Example: ```python >>> from huggingface_hub import run_job >>> scheduled_job = create_scheduled_job( ... image="python:3.12", ... command=["python", "-c", "print('Hello from the cloud!')"], ... schedule="@hourly", ... ) >>> scheduled_job.id '687fb701029421ae5549d999' >>> scheduled_job.status.next_job_run_at datetime.datetime(2025, 7, 22, 17, 6, 25, 79000, tzinfo=datetime.timezone.utc) ``` r"Nr:job_specschedulesuspend concurrencyrFrHc |d|_|jdxs|jd}|r t|nd|_t di|jdxs|jdi|_|jd|_|jd|_|jd|_|jd i}t|jd xs|jd |jd xs|jd |_ |jdi}t|d|d|d|_ y)Nr"rMr:rkjobSpecrlrmrnrFrdrgrerh)rdrerHr#r$rRr) r"r.r r:rYrkrlrmrnrcrFr!rH)r0r1r:rFrHs rr2zScheduledJobInfo.__init__Es,ZZ ,H <0H 8B.4X6::j#9#VVZZ SU=VX  :. zz), !::m4Hb)(ZZ +Dvzz)/D"JJ'89WVZZ=W   7B't5=uV}U rr3) rrrrrrrrYboolrcr!r2rrrrjrjsN&P G4Dj D[  OVrrjcLeZdZUdZeed<eed<eed<eed<eed<d dZy) 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$modelquantityvram manufacturerNc h|d|_|d|_|d|_|d|_|d|_y)Nr$rtrurvrw)r$rtrurvrwr/s rr2zJobAccelerator.__init__ns<6N G_ z* 6N ">2rr3)rrrrrrr2rrrrsrsVs( I JM I3rrsczeZdZUdZeed<eed<eed<eed<eed<edzed<eed <eed <eed <d d Z y) 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"`. 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` (= $0.000167). unit_cost_usd (`float`): Cost in USD per unit, e.g. `0.000167`. unit_label (`str`): Cost unit period, e.g. `"minute"`. Example: ```python >>> from huggingface_hub import list_jobs_hardware >>> hardware_list = list_jobs_hardware() >>> hardware_list[0] JobHardware(name='cpu-basic', pretty_name='CPU Basic', cpu='2 vCPU', ram='16 GB', ephemeral_storage='20 GB', accelerator=None, unit_cost_micro_usd=167, unit_cost_usd=0.000167, unit_label='minute') >>> hardware_list[0].name 'cpu-basic' ``` r# pretty_namecpuramephemeral_storageN acceleratorunit_cost_micro_usd unit_cost_usd unit_labelc |d|_|d|_|d|_|d|_|j dd|_|j d}|r t d i|nd|_|d|_|d |_ |d |_ y) Nr# prettyNamer|r}ephemeralStoragezN/ArunitCostMicroUSD unitCostUSD unitLabelr) r#r{r|r}r.r~rsrrrr)r0r1rs rr2zJobHardware.__init__s6N !,/%=%=!',>!Fjj/ 8K8T#)*<#= #M2 -rr3) rrrrrrrsr5floatr2rrrrzrzvsF!F I H H$&&O .rrzN)rDrEimager?envrBrCrZrDrEr4c|g|xsi|xstjd}|r||d<|rPddddd} t|tr+|d| vr$t t |dd| |dz|d <nt ||d <|r||d <|r!|D cgc]} | j c} |d <d D]'} |j| s|t| d|d <|S||d<|Scc} w)N)r?r@rArCrB<iiQ)smhdtimeoutSecondsrDrE)zhttps://huggingface.co/spaces/zhttps://hf.co/spaces/zhuggingface.co/spaces/z hf.co/spaces/rQrP) r CPU_BASIC isinstancerr5rto_dict startswithlen) rr?rrBrCrZrDrErktime_units_factorsvolprefixs r_create_job_specrsyb3M33  H%#$2DyI gs # 7I(I),U73B<-@CUV]^`VaCb-b)cH% &),WH% & #8?@s{{}@ (   F #"'F "6HY   O (#( OAsC) dataclassesrrenumrtypingrhuggingface_hubrhuggingface_hub._space_apirr huggingface_hub.utils._datetimer rr rr!r&r7r9rYr_rcrjrsrzrVrWr5rrrrrrs "%<:sD*       LL L4      tGtG tGn KK K< // / aa a @V@V @VF 33 3> 8.8. 8.F%)#'. .#Y. c3h$  . #s(^d " . D .5[3  %. cNT !.&\D . #s(^.r