g;dZddlmZddlmZddlmZmZddlmZddl m Z m Z ddl m Z dd lmZmZmZmZGd d eZy ) zACode generated by Speakeasy (https://speakeasy.com). DO NOT EDIT.)BaseSDK)datetime)modelsutils) HookContext)OptionalNullableUNSET)get_security_from_env)ListMappingOptionalUnioncXeZdZddeedeeeeedddd deedeedeed eed ee d ee jd eed eedeedee jdeedeedeeeefdee jfdZddeedeeeeedddd deedeedeed eed ee d ee jd eed eedeedee jdeedeedeeeefdee jfdZdeeeddedddd dedee j&e j(fdeeee j,ee j.fdeeedeedeeee j0ee j2fdeeee j4ee j6fdee dee jdeedeedeeeefdee j8fdZdeeeddedddd dedee j&e j(fdeeee j,ee j.fdeeedeedeeee j0ee j2fdeeee j4ee j6fdee dee jdeedeedeeeefdee j8fdZeddddd edee jdeedeedeeeefdee j>f d!Z eddddd edee jdeedeedeeeefdee j>f d"Z!eddddd edee jdeedeedeeeefdee j>f d#Z"eddddd edee jdeedeedeeeefdee j>f d$Z#eddddd edee jdeedeedeeeefdee j>f d%Z$eddddd edee jdeedeedeeeefdee j>f d&Z%y)'JobsrdFN) page page_sizemodel created_after created_by_mestatus wandb_project wandb_namesuffixretries server_url timeout_ms http_headersrrrrrrrrrrrrrreturnc 8d}d}| |jj} | | }tj|||||||||  }|j dd|||ddddd| |jj | }| t k(r2|jjt ur|jj} d}t| tjr| gd f}|jtd gt|jj tj |d dg|}tj|ddr5tj |j"t$tj&Stj|d dgdr7tj(|}tj*d|j,|||j.j1d}tj(|}tj*d|j,d|d|j,||a|Get Fine Tuning Jobs Get a list of fine-tuning jobs for your organization and user. :param page: The page number of the results to be returned. :param page_size: The number of items to return per page. :param model: The model name used for fine-tuning to filter on. When set, the other results are not displayed. :param created_after: The date/time to filter on. When set, the results for previous creation times are not displayed. :param created_by_me: When set, only return results for jobs created by the API caller. Other results are not displayed. :param status: The current job state to filter on. When set, the other results are not displayed. :param wandb_project: The Weights and Biases project to filter on. When set, the other results are not displayed. :param wandb_name: The Weight and Biases run name to filter on. When set, the other results are not displayed. :param suffix: The model suffix to filter on. When set, the other results are not displayed. :param retries: Override the default retry configuration for this method :param server_url: Override the default server URL for this method :param timeout_ms: Override the default request timeout configuration for this method in milliseconds :param http_headers: Additional headers to set or replace on requests. N) rrrrrrrrrGET/v1/fine_tuning/jobsFT user-agentapplication/json methodpathbase_url url_variablesrequestrequest_body_requiredrequest_has_path_paramsrequest_has_query_paramsuser_agent_headeraccept_header_valuersecurityr4295005025035040jobs_api_routes_fine_tuning_get_fine_tuning_jobs operation_id oauth2_scopessecurity_source4XX5XXhook_ctxr,error_status_codes retry_config200*API error occurred Content-Type$Unexpected response received (code: , type: ))sdk_configurationrr/JobsAPIRoutesFineTuningGetFineTuningJobsRequest_build_requestr2r rC isinstancer RetryConfig do_requestrr Securitymatch_responseunmarshal_jsontextrJobsOutstream_to_textSDKError status_codeheadersgetselfrrrrrrrrrrrrrr*r+r,reqrChttp_res http_res_text content_types C/var/www/openai/venv/lib/python3.12/site-packages/mistralai/jobs.pylistz Jobs.list s!F  //::J  !!HHH'''!  !!''"'$)%)* 2%++44!"  e %%22%?00== gu00 1#%HIL?? O 5**33V__! %u~%#     %1C D'' x7OP P   5%.# >!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      c ~Kd}d}| |jj} | | }tj|||||||||  }|j dd|||ddddd| |jj | }| t k(r2|jjt ur|jj} d}t| tjr| gd f}|jtd gt|jj tj |d dg|d{}tj|ddr5tj |j"t$tj&Stj|d dgdr?tj(|d{}tj*d|j,|||j.j1d}tj(|d{}tj*d|j,d|d|j,||777<wr")rKrrrL_build_request_asyncr2r rCrNrrOdo_request_asyncrr rQrRrSrTrrUstream_to_text_asyncrWrXrYrZr[s ra list_asynczJobs.list_asynczsEF  //::J  !!HHH'''!  ''''"'$)%)* 2%++44!(  e %%22%?00== gu00 1#%HIL.. O 5**33V__! %u~%/      %1C D'' x7OP P   5%.# >"'"<"H;?8H=9H=;H=) training_filesvalidation_filesr integrations repositories auto_startrrrrhyperparametersrirjrkrlrmc d} d}| |jj} | | } tj|t j |t ttj|t j |tj|t j |tttjt j |t ttj||jdd| |ddddd| |jjfd | }| tk(r2|jj tur|jj } d}t#| tj$r| gd f}|j't)d gt+|jjtj, |ddg|}t j.|ddr5t j0|j2t tj4St j.|ddgdr7t j6|}tj8d|j:|||j<j?d}t j6|}tj8d|j:d|d|j:||)Create Fine Tuning Job Create a new fine-tuning job, it will be queued for processing. :param model: The name of the model to fine-tune. :param hyperparameters: The fine-tuning hyperparameter settings used in a fine-tune job. :param training_files: :param validation_files: A list containing the IDs of uploaded files that contain validation data. If you provide these files, the data is used to generate validation metrics periodically during fine-tuning. These metrics can be viewed in `checkpoints` when getting the status of a running fine-tuning job. The same data should not be present in both train and validation files. :param suffix: A string that will be added to your fine-tuning model name. For example, a suffix of \"my-great-model\" would produce a model name like `ft:open-mistral-7b:my-great-model:xxx...` :param integrations: A list of integrations to enable for your fine-tuning job. :param repositories: :param auto_start: This field will be required in a future release. :param retries: Override the default retry configuration for this method :param server_url: Override the default server URL for this method :param timeout_ms: Override the default request timeout configuration for this method in milliseconds :param http_headers: Additional headers to set or replace on requests. NrrirjrnrrkrlrmPOSTr$TFr%r&cRtjdddtjSNFjsonrserialize_request_bodyrJobInr,srazJobs.create..<(D(Dvv||)rcr(r)r*r+r,r-r.r/r0r1rr2get_serialized_bodyrr32jobs_api_routes_fine_tuning_create_fine_tuning_jobr:r>r?r@rDrErFrGrHrIrJ) rKrrrxrget_pydantic_modelrr TrainingFileTrainingParametersInr JobInIntegrationsJobInRepositoriesrMr2r rCrNrOrPrr rQrRrSrT2JobsAPIRoutesFineTuningCreateFineTuningJobResponserVrWrXrYrZr\rrnrirjrrkrlrmrrrrr*r+r]rCr^r_r`r,s @racreatez Jobs.createsZ  //::J  !!H,, 33f.A.A)B C.!44!!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      rcc Kd} d}| |jj} | | } tj|t j |t ttj|t j |tj|t j |tttjt j |t ttj||jdd| |ddddd| |jjfd | }| tk(r2|jj tur|jj } d}t#| tj$r| gd f}|j't)d gt+|jjtj, |ddg|d{}t j.|ddr5t j0|j2t tj4St j.|ddgdr?t j6|d{}tj8d|j:|||j<j?d}t j6|d{}tj8d|j:d|d|j:||777<w)rpNrqrrr$TFr%r&cRtjdddtjSrtrvrysrarzz#Jobs.create_async..r{rcr|r3r~r:r>r?r@rDrErFrGrHrIrJ) rKrrrxrrrr rrr rrrer2r rCrNrOrfrr rQrRrSrTrrgrWrXrYrZrs @ra create_asynczJobs.create_asyncksZ  //::J  !!H,, 33f.A.A)B C.!44!"'"<"r?r@rDrErFrGrHrIrJ)rKrr.JobsAPIRoutesFineTuningGetFineTuningJobRequestrMr2r rCrNrrOrPrr rQrRrSrTrDetailedJobOutrVrWrXrYrZr\rrrrrr*r+r,r]rCr^r_r`s rarZzJobs.gets &  //::J  !!HGG !!0'"'$(%)* 2%++44!"  e %%22%?00== gu00 1#%HIL?? N 5**33V__! %u~%#     %1C D'' x@U@U7VW W   5%.# >!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      rccnKd}d}||jj}||}tj|}|j dd|||ddddd||jj | } |t k(r2|jjt ur|jj}d} t|tjr|gd f} |jtd gt|jj tj | d dg| d{} tj| ddr5tj | j"t$tj&Stj| d dgdr?tj(| d{} tj*d| j,| | | j.j1d} tj(| d{} tj*d| j,d| d| j,| | 777<wr)rKrrrrer2r rCrNrrOrfrr rQrRrSrTrrrgrWrXrYrZrs ra get_asynczJobs.get_asyncDs.&  //::J  !!HGG ''0'"'$(%)* 2%++44!(  e %%22%?00== gu00 1#%HIL.. N 5**33V__! %u~%/      %1C D'' x@U@U7VW W   5%.# >"'"<"r?r@rDrErFrGrHrIrJ)rKrr1JobsAPIRoutesFineTuningCancelFineTuningJobRequestrMr2r rCrNrrOrPrr rQrRrSrTrrrVrWrXrYrZrs racancelz Jobs.cancels &  //::J  !!HJJ !!7'"'$(%)* 2%++44!"  e %%22%?00== gu00 1#%HIL?? Q 5**33V__! %u~%#     %1C D'' x@U@U7VW W   5%.# >!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      rccnKd}d}||jj}||}tj|}|j dd|||ddddd||jj | } |t k(r2|jjt ur|jj}d} t|tjr|gd f} |jtd gt|jj tj | d dg| d{} tj| ddr5tj | j"t$tj&Stj| d dgdr?tj(| d{} tj*d| j,| | | j.j1d} tj(| d{} tj*d| j,d| d| j,| | 777<wr)rKrrrrer2r rCrNrrOrfrr rQrRrSrTrrrgrWrXrYrZrs ra cancel_asynczJobs.cancel_asyncs.&  //::J  !!HJJ ''7'"'$(%)* 2%++44!(  e %%22%?00== gu00 1#%HIL.. Q 5**33V__! %u~%/      %1C D'' x@U@U7VW W   5%.# >"'"<"r?r@rDrErFrGrHrIrJ)rKrr0JobsAPIRoutesFineTuningStartFineTuningJobRequestrMr2r rCrNrrOrPrr rQrRrSrTrrrVrWrXrYrZrs rastartz Jobs.startCs &  //::J  !!HII !!6'"'$(%)* 2%++44!"  e %%22%?00== gu00 1#%HIL?? P 5**33V__! %u~%#     %1C D'' x@U@U7VW W   5%.# >!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      rccnKd}d}||jj}||}tj|}|j dd|||ddddd||jj | } |t k(r2|jjt ur|jj}d} t|tjr|gd f} |jtd gt|jj tj | d dg| d{} tj| ddr5tj | j"t$tj&Stj| d dgdr?tj(| d{} tj*d| j,| | | j.j1d} tj(| d{} tj*d| j,d| d| j,| | 777<wr)rKrrrrer2r rCrNrrOrfrr rQrRrSrTrrrgrWrXrYrZrs ra start_asynczJobs.start_asyncs.&  //::J  !!HII ''6'"'$(%)* 2%++44!(  e %%22%?00== gu00 1#%HIL.. P 5**33V__! %u~%/      %1C D'' x@U@U7VW W   5%.# >"'"<"rs.G#(3111_ 7_ rc