o
    ͩZh y                     @  sx  d dl mZ d dlmZmZmZmZ d dlmZ d dl	Z	ddl
mZ ddlmZmZmZmZmZ ddlmZmZ dd	lmZ d
dlmZmZmZmZmZmZ ddlmZm Z  ddl!m"Z"m#Z# ddl$m%Z%m&Z& ddl'm(Z(m)Z) ddl*m+Z+m,Z,m-Z- ddl.m/Z/ ddl0m1Z1 ddl2m3Z3 ddgZ4G dd deZ5G dd de Z6G dd dZ7G dd dZ8G dd dZ9G dd dZ:dS )     )annotations)DictUnionIterableOptional)LiteralN   )_legacy_response)	NOT_GIVENBodyQueryHeadersNotGiven)maybe_transformasync_maybe_transform)cached_property   )CheckpointsAsyncCheckpointsCheckpointsWithRawResponseAsyncCheckpointsWithRawResponse CheckpointsWithStreamingResponse%AsyncCheckpointsWithStreamingResponse)SyncAPIResourceAsyncAPIResource)to_streamed_response_wrapper"async_to_streamed_response_wrapper)SyncCursorPageAsyncCursorPage)AsyncPaginatormake_request_options)job_list_paramsjob_create_paramsjob_list_events_params)Metadata)FineTuningJob)FineTuningJobEventJobs	AsyncJobsc                   @     e Zd Zed<ddZed=ddZed>d	d
Zeeeeeeedddedd?d'd(Zddded)d@d+d,Z	eeeddded-dAd4d5Z
ddded)d@d6d7Zeeddded8dBd:d;ZdS )Cr'   returnr   c                 C  
   t | jS N)r   _clientself r0   ]/var/www/html/lang_env/lib/python3.10/site-packages/openai/resources/fine_tuning/jobs/jobs.pycheckpoints)      
zJobs.checkpointsJobsWithRawResponsec                 C     t | S a  
        This property can be used as a prefix for any HTTP method call to return
        the raw response object instead of the parsed content.

        For more information, see https://www.github.com/openai/openai-python#accessing-raw-response-data-eg-headers
        )r4   r.   r0   r0   r1   with_raw_response-      zJobs.with_raw_responseJobsWithStreamingResponsec                 C  r5   z
        An alternative to `.with_raw_response` that doesn't eagerly read the response body.

        For more information, see https://www.github.com/openai/openai-python#with_streaming_response
        )r9   r.   r0   r0   r1   with_streaming_response7      zJobs.with_streaming_responseNhyperparametersintegrationsmetadatamethodseedsuffixvalidation_fileextra_headersextra_query
extra_bodytimeoutmodelQUnion[str, Literal['babbage-002', 'davinci-002', 'gpt-3.5-turbo', 'gpt-4o-mini']]training_filestrr>   ,job_create_params.Hyperparameters | NotGivenr?   <Optional[Iterable[job_create_params.Integration]] | NotGivenr@   Optional[Metadata] | NotGivenrA   #job_create_params.Method | NotGivenrB   Optional[int] | NotGivenrC   Optional[str] | NotGivenrD   rE   Headers | NonerF   Query | NonerG   Body | NonerH   'float | httpx.Timeout | None | NotGivenr%   c                C  s:   | j dt|||||||||	d	tjt|
|||dtdS )  
        Creates a fine-tuning job which begins the process of creating a new model from
        a given dataset.

        Response includes details of the enqueued job including job status and the name
        of the fine-tuned models once complete.

        [Learn more about fine-tuning](https://platform.openai.com/docs/guides/fine-tuning)

        Args:
          model: The name of the model to fine-tune. You can select one of the
              [supported models](https://platform.openai.com/docs/guides/fine-tuning#which-models-can-be-fine-tuned).

          training_file: The ID of an uploaded file that contains training data.

              See [upload file](https://platform.openai.com/docs/api-reference/files/create)
              for how to upload a file.

              Your dataset must be formatted as a JSONL file. Additionally, you must upload
              your file with the purpose `fine-tune`.

              The contents of the file should differ depending on if the model uses the
              [chat](https://platform.openai.com/docs/api-reference/fine-tuning/chat-input),
              [completions](https://platform.openai.com/docs/api-reference/fine-tuning/completions-input)
              format, or if the fine-tuning method uses the
              [preference](https://platform.openai.com/docs/api-reference/fine-tuning/preference-input)
              format.

              See the [fine-tuning guide](https://platform.openai.com/docs/guides/fine-tuning)
              for more details.

          hyperparameters: The hyperparameters used for the fine-tuning job. This value is now deprecated
              in favor of `method`, and should be passed in under the `method` parameter.

          integrations: A list of integrations to enable for your fine-tuning job.

          metadata: Set of 16 key-value pairs that can be attached to an object. This can be useful
              for storing additional information about the object in a structured format, and
              querying for objects via API or the dashboard.

              Keys are strings with a maximum length of 64 characters. Values are strings with
              a maximum length of 512 characters.

          method: The method used for fine-tuning.

          seed: The seed controls the reproducibility of the job. Passing in the same seed and
              job parameters should produce the same results, but may differ in rare cases. If
              a seed is not specified, one will be generated for you.

          suffix: A string of up to 64 characters that will be added to your fine-tuned model
              name.

              For example, a `suffix` of "custom-model-name" would produce a model name like
              `ft:gpt-4o-mini:openai:custom-model-name:7p4lURel`.

          validation_file: The ID of an uploaded file that contains validation data.

              If you provide this file, the data is used to generate validation metrics
              periodically during fine-tuning. These metrics can be viewed in the fine-tuning
              results file. The same data should not be present in both train and validation
              files.

              Your dataset must be formatted as a JSONL file. You must upload your file with
              the purpose `fine-tune`.

              See the [fine-tuning guide](https://platform.openai.com/docs/guides/fine-tuning)
              for more details.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        /fine_tuning/jobs	rI   rK   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   bodyoptionscast_to)_postr   r"   JobCreateParamsr    r%   r/   rI   rK   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   r0   r0   r1   create@   s(   _zJobs.createrZ   fine_tuning_job_idc                C  s4   |s	t d|| jd| t||||dtdS )  
        Get info about a fine-tuning job.

        [Learn more about fine-tuning](https://platform.openai.com/docs/guides/fine-tuning)

        Args:
          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        AExpected a non-empty value for `fine_tuning_job_id` but received /fine_tuning/jobs/rZ   r]   r^   
ValueError_getr    r%   r/   rc   rE   rF   rG   rH   r0   r0   r1   retrieve   s   zJobs.retrieveafterlimitr@   rE   rF   rG   rH   rn   str | NotGivenro   int | NotGiven#Optional[Dict[str, str]] | NotGivenSyncCursorPage[FineTuningJob]c                C  4   | j dtt t||||t|||dtjdtdS a  
        List your organization's fine-tuning jobs

        Args:
          after: Identifier for the last job from the previous pagination request.

          limit: Number of fine-tuning jobs to retrieve.

          metadata: Optional metadata filter. To filter, use the syntax `metadata[k]=v`.
              Alternatively, set `metadata=null` to indicate no metadata.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        rX   )rn   ro   r@   rE   rF   rG   rH   querypager]   rI   )_get_api_listr   r%   r    r   r!   JobListParamsr/   rn   ro   r@   rE   rF   rG   rH   r0   r0   r1   list   $    z	Jobs.listc                C  s6   |s	t d|| jd| dt||||dtdS )W  
        Immediately cancel a fine-tune job.

        Args:
          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        re   rf   /cancelrZ   rg   ri   r_   r    r%   rk   r0   r0   r1   cancel  s   
zJobs.cancelrn   ro   rE   rF   rG   rH   "SyncCursorPage[FineTuningJobEvent]c                C  L   |s	t d|| jd| dtt t||||t||dtjdtdS a  
        Get status updates for a fine-tuning job.

        Args:
          after: Identifier for the last event from the previous pagination request.

          limit: Number of events to retrieve.

          extra_headers: Send extra headers

          extra_query: Add additional query parameters to the request

          extra_body: Add additional JSON properties to the request

          timeout: Override the client-level default timeout for this request, in seconds
        re   rf   z/events)rn   ro   rv   rx   )ri   rz   r   r&   r    r   r#   JobListEventsParamsr/   rc   rn   ro   rE   rF   rG   rH   r0   r0   r1   list_events-  &   
zJobs.list_events)r*   r   )r*   r4   )r*   r9   rI   rJ   rK   rL   r>   rM   r?   rN   r@   rO   rA   rP   rB   rQ   rC   rR   rD   rR   rE   rS   rF   rT   rG   rU   rH   rV   r*   r%   rc   rL   rE   rS   rF   rT   rG   rU   rH   rV   r*   r%   )rn   rp   ro   rq   r@   rr   rE   rS   rF   rT   rG   rU   rH   rV   r*   rs   )rc   rL   rn   rp   ro   rq   rE   rS   rF   rT   rG   rU   rH   rV   r*   r   __name__
__module____qualname__r   r2   r7   r;   r
   rb   rl   r}   r   r   r0   r0   r0   r1   r'   (   X    	{&:%c                   @  r)   )Cr(   r*   r   c                 C  r+   r,   )r   r-   r.   r0   r0   r1   r2   a  r3   zAsyncJobs.checkpointsAsyncJobsWithRawResponsec                 C  r5   r6   )r   r.   r0   r0   r1   r7   e  r8   zAsyncJobs.with_raw_responseAsyncJobsWithStreamingResponsec                 C  r5   r:   )r   r.   r0   r0   r1   r;   o  r<   z!AsyncJobs.with_streaming_responseNr=   rI   rJ   rK   rL   r>   rM   r?   rN   r@   rO   rA   rP   rB   rQ   rC   rR   rD   rE   rS   rF   rT   rG   rU   rH   rV   r%   c                  sH   | j dt|||||||||	d	tjI dH t|
|||dtdI dH S )rW   rX   rY   NrZ   r[   )r_   r   r"   r`   r    r%   ra   r0   r0   r1   rb   x  s*   _zAsyncJobs.createrZ   rc   c                  s<   |s
t d|| jd| t||||dtdI dH S )rd   re   rf   rZ   rg   Nrh   rk   r0   r0   r1   rl     s   zAsyncJobs.retrieverm   rn   rp   ro   rq   rr   =AsyncPaginator[FineTuningJob, AsyncCursorPage[FineTuningJob]]c                C  rt   ru   )rz   r   r%   r    r   r!   r{   r|   r0   r0   r1   r}     r~   zAsyncJobs.listc                  s>   |s
t d|| jd| dt||||dtdI dH S )r   re   rf   r   rZ   rg   Nr   rk   r0   r0   r1   r   D  s   
zAsyncJobs.cancelr   GAsyncPaginator[FineTuningJobEvent, AsyncCursorPage[FineTuningJobEvent]]c                C  r   r   )ri   rz   r   r&   r    r   r#   r   r   r0   r0   r1   r   e  r   zAsyncJobs.list_events)r*   r   )r*   r   )r*   r   r   r   )rn   rp   ro   rq   r@   rr   rE   rS   rF   rT   rG   rU   rH   rV   r*   r   )rc   rL   rn   rp   ro   rq   rE   rS   rF   rT   rG   rU   rH   rV   r*   r   r   r0   r0   r0   r1   r(   `  r   c                   @  $   e Zd ZdddZeddd	Zd
S )r4   jobsr'   r*   Nonec                 C  P   || _ t|j| _t|j| _t|j| _t|j| _t|j| _d S r,   )_jobsr	   Zto_raw_response_wrapperrb   rl   r}   r   r   r/   r   r0   r0   r1   __init__      
zJobsWithRawResponse.__init__r   c                 C     t | jjS r,   )r   r   r2   r.   r0   r0   r1   r2        zJobsWithRawResponse.checkpointsNr   r'   r*   r   )r*   r   r   r   r   r   r   r2   r0   r0   r0   r1   r4         
r4   c                   @  r   )r   r   r(   r*   r   c                 C  r   r,   )r   r	   Zasync_to_raw_response_wrapperrb   rl   r}   r   r   r   r0   r0   r1   r     r   z!AsyncJobsWithRawResponse.__init__r   c                 C  r   r,   )r   r   r2   r.   r0   r0   r1   r2     r   z$AsyncJobsWithRawResponse.checkpointsNr   r(   r*   r   )r*   r   r   r0   r0   r0   r1   r     r   r   c                   @  r   )r9   r   r'   r*   r   c                 C  F   || _ t|j| _t|j| _t|j| _t|j| _t|j| _d S r,   )r   r   rb   rl   r}   r   r   r   r0   r0   r1   r         
z"JobsWithStreamingResponse.__init__r   c                 C  r   r,   )r   r   r2   r.   r0   r0   r1   r2     r   z%JobsWithStreamingResponse.checkpointsNr   )r*   r   r   r0   r0   r0   r1   r9     r   r9   c                   @  r   )r   r   r(   r*   r   c                 C  r   r,   )r   r   rb   rl   r}   r   r   r   r0   r0   r1   r     r   z'AsyncJobsWithStreamingResponse.__init__r   c                 C  r   r,   )r   r   r2   r.   r0   r0   r1   r2     r   z*AsyncJobsWithStreamingResponse.checkpointsNr   )r*   r   r   r0   r0   r0   r1   r     r   r   );
__future__r   typingr   r   r   r   Ztyping_extensionsr   Zhttpx r	   _typesr
   r   r   r   r   _utilsr   r   _compatr   r2   r   r   r   r   r   r   Z	_resourcer   r   	_responser   r   Z
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