7MgrdZddlmZddlmZddlmZmZddlmZddl m Z m Z ddl m Z dd lmZmZmZGd d eZy ) zACode generated by Speakeasy (https://speakeasy.com). DO NOT EDIT.)BaseSDK)datetime)modelsutils) HookContext)OptionalNullableUNSET)get_security_from_env)ListOptionalUnionceZdZddeedeeeeeddd deedeedeed eed ee d ee jd eed eedeedee jdeedeedee jfdZddeedeeeeeddd deedeedeed eed ee d ee jd eed eedeedee jdeedeedee jfdZdeeeddeddd de j"dee j&e j(fdeeee j,ee j.fdeeedeedeeee j0ee j2fdeeee j4ee j6fdee dee jdeedeedee j8fdZdeeeddeddd de j"dee j&e j(fdeeee j,ee j.fdeeedeedeeee j0ee j2fdeeee j4ee j6fdee dee jdeedeedee j8fdZeddddedee jdeedeedee j>f d Z eddddedee jdeedeedee j>f d!Z!eddddedee jdeedeedee j>f d"Z"eddddedee jdeedeedee j>f d#Z#eddddedee jdeedeedee j>f d$Z$eddddedee jdeedeedee j>f d%Z%y)&JobsrdFN) page page_sizemodel created_after created_by_mestatus wandb_project wandb_namesuffixretries server_url timeout_msrrrrrrrrrrrrreturnc 6d} 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$tj&Stj|d dgdr7tj(|}tj*d|j,|||j.j1d}tj(|}tj*d|j,d|d|j,||a-Get Fine Tuning Jobs Get a list of fine-tuning jobs for your organization and user. :param page: The page number of the results to be returned. :param page_size: The number of items to return per page. :param model: The model name used for fine-tuning to filter on. When set, the other results are not displayed. :param created_after: The date/time to filter on. When set, the results for previous creation times are not displayed. :param created_by_me: When set, only return results for jobs created by the API caller. Other results are not displayed. :param status: The current job state to filter on. When set, the other results are not displayed. :param wandb_project: The Weights and Biases project to filter on. When set, the other results are not displayed. :param wandb_name: The Weight and Biases run name to filter on. When set, the other results are not displayed. :param suffix: The model suffix to filter on. When set, the other results are not displayed. :param retries: Override the default retry configuration for this method :param server_url: Override the default server URL for this method :param timeout_ms: Override the default request timeout configuration for this method in milliseconds N) rrrrrrrrrGET/v1/fine_tuning/jobsFT user-agentapplication/json methodpathbase_url url_variablesrequestrequest_body_requiredrequest_has_path_paramsrequest_has_query_paramsuser_agent_headeraccept_header_valuesecurityr4295005025035040jobs_api_routes_fine_tuning_get_fine_tuning_jobs operation_id oauth2_scopessecurity_source4XX5XXhook_ctxr*error_status_codes retry_config200*API error occurred Content-Type$Unexpected response received (code: , type: ))sdk_configurationrr/JobsAPIRoutesFineTuningGetFineTuningJobsRequest build_requestr0r rA isinstancer RetryConfig do_requestrr Securitymatch_responseunmarshal_jsontextr JobsOutstream_to_textSDKError status_codeheadersgetselfrrrrrrrrrrrrr(r)r*reqrAhttp_res http_res_text content_types \E:\wamp.anq\www\apps\calme\nutritwin\resources\nutritwin\Lib\site-packages\mistralai/jobs.pylistz Jobs.list sB  //::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$tj&Stj|d dgdr?tj(|d{}tj*d|j,|||j.j1d}tj(|d{}tj*d|j,d|d|j,||777<wr )rIrrrJbuild_request_asyncr0r rArLrrMdo_request_asyncrr rOrPrQrRr rSstream_to_text_asyncrUrVrWrXrYs r_ list_asynczJobs.list_asyncwsBB  //::J  !!HHH'''!  &&''"'$)%)* 2++44!'   e %%22%?00== gu00 1#%HIL.. O 5**33V__! %u~%/      %1C D'' x7OP P   5%.# >"'"<"8H<8H<:H<) training_filesvalidation_filesr integrations repositories auto_startrrrhyperparametersrgrhrirjrkc 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$r| gd f}|j't)d gt+|jjtj, |ddg|}t j.|ddr5t j0|j2t tj4St j.|ddgdr7t j6|}tj8d|j:|||j<j?d}t j6|}tj8d|j:d|d|j:||);Create Fine Tuning Job Create a new fine-tuning job, it will be queued for processing. :param model: The name of the model to fine-tune. :param hyperparameters: The fine-tuning hyperparameter settings used in a fine-tune job. :param training_files: :param validation_files: A list containing the IDs of uploaded files that contain validation data. If you provide these files, the data is used to generate validation metrics periodically during fine-tuning. These metrics can be viewed in `checkpoints` when getting the status of a running fine-tuning job. The same data should not be present in both train and validation files. :param suffix: A string that will be added to your fine-tuning model name. For example, a suffix of \"my-great-model\" would produce a model name like `ft:open-mistral-7b:my-great-model:xxx...` :param integrations: A list of integrations to enable for your fine-tuning job. :param repositories: :param auto_start: This field will be required in a future release. :param retries: Override the default retry configuration for this method :param server_url: Override the default server URL for this method :param timeout_ms: Override the default request timeout configuration for this method in milliseconds NrrgrhrlrrirjrkPOSTr"TFr#r$cRtjdddtjSNFjsonrserialize_request_bodyrJobInr*sr_zJobs.create..3(D(Dvv||)ra r&r'r(r)r*r+r,r-r.r/r0get_serialized_bodyrr12jobs_api_routes_fine_tuning_create_fine_tuning_jobr8r<r=r>rBrCrDrErFrGrH) rIrrrvrget_pydantic_modelr r TrainingFileTrainingParametersInr JobInIntegrationsJobInRepositoriesrKr0r rArLrMrNrr rOrPrQrR2JobsAPIRoutesFineTuningCreateFineTuningJobResponserTrUrVrWrXrZrrlrgrhrrirjrkrrrr(r)r[rAr\r]r^r*s @r_createz Jobs.createsV  //::J  !!H,, 33f.A.A)B C.!44!!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      rac Kd} d} | |jj} | | } tj|t j |t ttj|t j |tj|t j |tttjt j |t ttj||jdd| | ddddd|jjfd | }| tk(r2|jj tur|jj } d}t#| tj$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)rnNrorpr"TFr#r$cRtjdddtjSrrrtrwsr_rxz#Jobs.create_async..ryrarzr1r|r8r<r=r>rBrCrDrErFrGrH) rIrrrvrr}r r r~rr rrrcr0r rArLrMrdrr rOrPrQrRrrerUrVrWrXrs @r_ create_asynczJobs.create_asyncbsV  //::J  !!H,, 33f.A.A)B C.!44!"'"<"rBrCrDrErFrGrH)rIrr.JobsAPIRoutesFineTuningGetFineTuningJobRequestrKr0r rArLrrMrNrr rOrPrQrRr DetailedJobOutrTrUrVrWrX rZrrrrr(r)r*r[rAr\r]r^s r_rXzJobs.gets"  //::J  !!HGG   0'"'$(%)* 2++44!!   e %%22%?00== gu00 1#%HIL?? 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P 5**33V__! %u~%#     %1C D'' x@U@U7VW W   5%.# >!00:M//$h&:&:M8  ''++N; ,,X6 oo283G3G2HQ]P^^_ `      raclKd}d}||jj}||}tj|}|j dd|||ddddd|jj | }|t k(r2|jjt ur|jj}d} t|tjr|gd f} |jtd gt|jj tj |d dg| d{} tj| ddr5tj | j"t$tj&Stj| d dgdr?tj(| d{} tj*d| j,| | | j.j1d} tj(| d{} tj*d| j,d| d| j,| | 777<wr)rIrrrrcr0r rArLrrMrdrr rOrPrQrRr rrerUrVrWrXrs r_ start_asynczJobs.start_async}s+"  //::J  !!HII &&6'"'$(%)* 2++44!'   e %%22%?00== gu00 1#%HIL.. P 5**33V__! %u~%/      %1C D'' x@U@U7VW W   5%.# >"'"<"rs.G#(31((A 7A ra