
    .h                       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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l0m1Z1 ddl2m3Z3 ddl4m5Z5 ddgZ6 G d de!      Z7 G d de"      Z8 G d d      Z9 G d d      Z: G d d      Z; G d d      Z<y)     )annotations)DictUnionIterableOptional)LiteralN   )_legacy_response)BodyOmitQueryHeadersNotGivenomit	not_given)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       Zedd       Zedd       Zeeeeeeeddded	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 ddZ	ddded	 	 	 	 	 	 	 	 	 	 	 ddZ
eeeddded		 	 	 	 	 	 	 	 	 	 	 	 	 	 	 dd
Zddded	 	 	 	 	 	 	 	 	 	 	 ddZeeddded	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 ddZddded	 	 	 	 	 	 	 	 	 	 	 ddZddded	 	 	 	 	 	 	 	 	 	 	 ddZy)r*   c                ,    t        | j                        S N)r   _clientselfs    g/var/www/html/axiom-chatbot/venv/lib/python3.12/site-packages/openai/resources/fine_tuning/jobs/jobs.pycheckpointszJobs.checkpoints&   s    4<<((    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
        )JobsWithRawResponser0   s    r2   with_raw_responsezJobs.with_raw_response*   s     #4((r4   c                    t        |       S 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
        )JobsWithStreamingResponser0   s    r2   with_streaming_responsezJobs.with_streaming_response4   s     )..r4   Nhyperparametersintegrationsmetadatamethodseedsuffixvalidation_fileextra_headersextra_query
extra_bodytimeoutc                   | j                  dt        |||||||||	d	t        j                        t	        |
|||      t
              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/model-optimization)

        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/model-optimization)
              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/model-optimization)
              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	modeltraining_filer>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   bodyoptionscast_to)_postr   r%   JobCreateParamsr#   r(   r1   rM   rN   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   s                 r2   createzJobs.create=   sk    B zz "%2'6$0 ($ $'6
 "11 )+Q[el "'  
 	
r4   rO   c          	     r    |st        d|      | j                  d| t        ||||      t              S )  
        Get info about a fine-tuning job.

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

        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/rO   rR   rS   
ValueError_getr#   r(   r1   fine_tuning_job_idrE   rF   rG   rH   s         r2   retrievezJobs.retrieve   sV    2 "`as`vwxxyy !3 45(+Q[el "  
 	
r4   afterlimitr@   rE   rF   rG   rH   c                   | j                  dt        t           t        ||||t	        |||dt
        j                              t              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
        rK   )rd   re   r@   rE   rF   rG   rH   querypagerR   rM   )_get_api_listr    r(   r#   r   r$   JobListParamsr1   rd   re   r@   rE   rF   rG   rH   s           r2   listz	Jobs.list   sb    @ !!.(+'%%!&!&$,
 $11  # " 
 	
r4   c          	     t    |st        d|      | j                  d| dt        ||||      t              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
        rZ   r[   /cancelrO   r\   r^   rT   r#   r(   r`   s         r2   cancelzJobs.cancel  X    . "`as`vwxxzz !3 4G<(+Q[el "  
 	
r4   rd   re   rE   rF   rG   rH   c                   |st        d|      | j                  d| dt        t           t	        ||||t        ||dt        j                              t              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
        rZ   r[   z/events)rd   re   rh   rj   )r^   rl   r    r)   r#   r   r&   JobListEventsParamsr1   ra   rd   re   rE   rF   rG   rH   s           r2   list_eventszJobs.list_events,  s    : "`as`vwxx!! !3 4G< 23(+'%%!&!& +>> %! " 
 	
r4   c          	     t    |st        d|      | j                  d| dt        ||||      t              S )J  
        Pause 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
        rZ   r[   /pauserO   r\   rs   r`   s         r2   pausez
Jobs.pause^  sX    . "`as`vwxxzz !3 4F;(+Q[el "  
 	
r4   c          	     t    |st        d|      | j                  d| dt        ||||      t              S )K  
        Resume 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
        rZ   r[   /resumerO   r\   rs   r`   s         r2   resumezJobs.resume  ru   r4   )returnr   )r   r7   )r   r;   rM   zQUnion[str, Literal['babbage-002', 'davinci-002', 'gpt-3.5-turbo', 'gpt-4o-mini']]rN   strr>   z(job_create_params.Hyperparameters | Omitr?   z8Optional[Iterable[job_create_params.Integration]] | Omitr@   zOptional[Metadata] | OmitrA   zjob_create_params.Method | OmitrB   zOptional[int] | OmitrC   Optional[str] | OmitrD   r   rE   Headers | NonerF   Query | NonerG   Body | NonerH   'float | httpx.Timeout | None | NotGivenr   r(   ra   r   rE   r   rF   r   rG   r   rH   r   r   r(   )rd   
str | Omitre   
int | Omitr@   Optional[Dict[str, str]] | OmitrE   r   rF   r   rG   r   rH   r   r   zSyncCursorPage[FineTuningJob])ra   r   rd   r   re   r   rE   r   rF   r   rG   r   rH   r   r   z"SyncCursorPage[FineTuningJobEvent]__name__
__module____qualname__r   r3   r8   r<   r   r   rW   rb   ro   rt   r{   r   r    r4   r2   r*   r*   %   s   ) ) ) ) / / EIQU.226%)'+04 )-$("&;D#u
 au
 	u

 Bu
 Ou
 ,u
 0u
 #u
 %u
 .u
 &u
 "u
   !u
" 9#u
$ 
%u
z )-$("&;D!
!
 &!
 "!
  !
 9!
 
!
L ! 48 )-$("&;D2
 2
 	2

 22
 &2
 "2
  2
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 
'2
t )-$("&;D

 &
 "
  
 9
 

J !  )-$("&;D0
0
 	0

 0
 &0
 "0
  0
 90
 
,0
p )-$("&;D

 &
 "
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 

N )-$("&;D

 &
 "
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 9
 

r4   c                     e Zd Zedd       Zedd       Zedd       Zeeeeeeeddded	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 ddZ	ddded	 	 	 	 	 	 	 	 	 	 	 ddZ
eeeddded		 	 	 	 	 	 	 	 	 	 	 	 	 	 	 dd
Zddded	 	 	 	 	 	 	 	 	 	 	 ddZeeddded	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 ddZddded	 	 	 	 	 	 	 	 	 	 	 ddZddded	 	 	 	 	 	 	 	 	 	 	 ddZy)r+   c                ,    t        | j                        S r.   )r   r/   r0   s    r2   r3   zAsyncJobs.checkpoints  s    --r4   c                    t        |       S r6   )AsyncJobsWithRawResponser0   s    r2   r8   zAsyncJobs.with_raw_response  s     (--r4   c                    t        |       S r:   )AsyncJobsWithStreamingResponser0   s    r2   r<   z!AsyncJobs.with_streaming_response  s     .d33r4   Nr=   c                  K   | j                  dt        |||||||||	d	t        j                         d{   t	        |
|||      t
               d{   S 7 $7 w)rJ   rK   rL   NrO   rP   )rT   r   r%   rU   r#   r(   rV   s                 r2   rW   zAsyncJobs.create  s     B ZZ,"%2'6$0 ($ $'6
 "11  )+Q[el "'   
 
 	

s!   4AA
AAAArO   c          	        K   |st        d|      | j                  d| t        ||||      t               d{   S 7 w)rY   rZ   r[   rO   r\   Nr]   r`   s         r2   rb   zAsyncJobs.retrieve0  sd     2 "`as`vwxxYY !3 45(+Q[el "  
 
 	
 
s   <AAArc   c                   | j                  dt        t           t        ||||t	        |||dt
        j                              t              S rg   )rl   r!   r(   r#   r   r$   rm   rn   s           r2   ro   zAsyncJobs.listS  sb    @ !! /(+'%%!&!&$,
 $11  # " 
 	
r4   c          	        K   |st        d|      | j                  d| dt        ||||      t               d{   S 7 w)rq   rZ   r[   rr   rO   r\   Nrs   r`   s         r2   rt   zAsyncJobs.cancel  f     . "`as`vwxxZZ !3 4G<(+Q[el "   
 
 	
 
   =AA Arv   c                   |st        d|      | j                  d| dt        t           t	        ||||t        ||dt        j                              t              S rx   )r^   rl   r!   r)   r#   r   r&   ry   rz   s           r2   r{   zAsyncJobs.list_events  s    : "`as`vwxx!! !3 4G< !34(+'%%!&!& +>> %! " 
 	
r4   c          	        K   |st        d|      | j                  d| dt        ||||      t               d{   S 7 w)r}   rZ   r[   r~   rO   r\   Nrs   r`   s         r2   r   zAsyncJobs.pause  sf     . "`as`vwxxZZ !3 4F;(+Q[el "   
 
 	
 
r   c          	        K   |st        d|      | j                  d| dt        ||||      t               d{   S 7 w)r   rZ   r[   r   rO   r\   Nrs   r`   s         r2   r   zAsyncJobs.resume  r   r   )r   r   )r   r   )r   r   r   r   )rd   r   re   r   r@   r   rE   r   rF   r   rG   r   rH   r   r   z=AsyncPaginator[FineTuningJob, AsyncCursorPage[FineTuningJob]])ra   r   rd   r   re   r   rE   r   rF   r   rG   r   rH   r   r   zGAsyncPaginator[FineTuningJobEvent, AsyncCursorPage[FineTuningJobEvent]]r   r   r4   r2   r+   r+     s   . . . . 4 4 EIQU.226%)'+04 )-$("&;D#u
 au
 	u

 Bu
 Ou
 ,u
 0u
 #u
 %u
 .u
 &u
 "u
   !u
" 9#u
$ 
%u
z )-$("&;D!
!
 &!
 "!
  !
 9!
 
!
L ! 48 )-$("&;D2
 2
 	2

 22
 &2
 "2
  2
 92
 
G2
t )-$("&;D

 &
 "
  
 9
 

J !  )-$("&;D0
0
 	0

 0
 &0
 "0
  0
 90
 
Q0
p )-$("&;D

 &
 "
  
 9
 

N )-$("&;D

 &
 "
  
 9
 

r4   c                  &    e Zd ZddZedd       Zy)r7   c                
   || _         t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j
                        | _        t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j                        | _	        y r.   )
_jobsr
   to_raw_response_wrapperrW   rb   ro   rt   r{   r   r   r1   jobss     r2   __init__zJobsWithRawResponse.__init__  s    
&>>KK
 )@@MM
 %<<II
	 '>>KK
 ,CC
 &==JJ

 '>>KK
r4   c                @    t        | j                  j                        S r.   )r   r   r3   r0   s    r2   r3   zJobsWithRawResponse.checkpoints7  s    )$***@*@AAr4   Nr   r*   r   None)r   r   r   r   r   r   r   r3   r   r4   r2   r7   r7     s    
2 B Br4   r7   c                  &    e Zd ZddZedd       Zy)r   c                
   || _         t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j
                        | _        t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j                        | _        t        j                  |j                        | _	        y r.   )
r   r
   async_to_raw_response_wrapperrW   rb   ro   rt   r{   r   r   r   s     r2   r   z!AsyncJobsWithRawResponse.__init__=  s    
&DDKK
 )FFMM
 %BBII
	 'DDKK
 ,II
 &CCJJ

 'DDKK
r4   c                @    t        | j                  j                        S r.   )r   r   r3   r0   s    r2   r3   z$AsyncJobsWithRawResponse.checkpointsV  s    .tzz/E/EFFr4   Nr   r+   r   r   )r   r   r   r   r4   r2   r   r   <  s    
2 G Gr4   r   c                  &    e Zd ZddZedd       Zy)r;   c                ~   || _         t        |j                        | _        t        |j                        | _        t        |j                        | _        t        |j
                        | _        t        |j                        | _        t        |j                        | _        t        |j                        | _        y r.   )	r   r   rW   rb   ro   rt   r{   r   r   r   s     r2   r   z"JobsWithStreamingResponse.__init__\  s    
2KK
 5MM
 1II
	 3KK
 8
 2JJ

 3KK
r4   c                @    t        | j                  j                        S r.   )r   r   r3   r0   s    r2   r3   z%JobsWithStreamingResponse.checkpointsu  s    /

0F0FGGr4   Nr   )r   r   r   r   r4   r2   r;   r;   [  s    
2 H Hr4   r;   c                  &    e Zd ZddZedd       Zy)r   c                ~   || _         t        |j                        | _        t        |j                        | _        t        |j                        | _        t        |j
                        | _        t        |j                        | _        t        |j                        | _        t        |j                        | _        y r.   )	r   r   rW   rb   ro   rt   r{   r   r   r   s     r2   r   z'AsyncJobsWithStreamingResponse.__init__{  s    
8KK
 ;MM
 7II
	 9KK
 >
 8JJ

 9KK
r4   c                @    t        | j                  j                        S r.   )r   r   r3   r0   s    r2   r3   z*AsyncJobsWithStreamingResponse.checkpoints  s    4TZZ5K5KLLr4   Nr   )r   r   r   r   r4   r2   r   r   z  s    
2 M Mr4   r   )=
__future__r   typingr   r   r   r   typing_extensionsr   httpx r
   _typesr   r   r   r   r   r   r   _utilsr   r   _compatr   r3   r   r   r   r   r   r   	_resourcer   r   	_responser   r   
paginationr    r!   _base_clientr"   r#   types.fine_tuningr$   r%   r&   types.shared_params.metadatar'   !types.fine_tuning.fine_tuning_jobr(   'types.fine_tuning.fine_tuning_job_eventr)   __all__r*   r+   r7   r   r;   r   r   r4   r2   <module>r      s    # 2 2 %  ! L L L = '  < Z : ] \ 5 ? J;
y
? y
xy
  y
xB B>G G>H H>M Mr4   