"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT.""" from .basesdk import BaseSDK from mistralai import models, utils from mistralai._hooks import HookContext from mistralai.types import Nullable, OptionalNullable, UNSET from mistralai.utils import get_security_from_env from mistralai.utils.unmarshal_json_response import unmarshal_json_response from typing import Any, List, Mapping, Optional, Union class Ocr(BaseSDK): r"""OCR API""" def process( self, *, model: Nullable[str], document: Union[models.Document, models.DocumentTypedDict], id: Optional[str] = None, pages: OptionalNullable[List[int]] = UNSET, include_image_base64: OptionalNullable[bool] = UNSET, image_limit: OptionalNullable[int] = UNSET, image_min_size: OptionalNullable[int] = UNSET, bbox_annotation_format: OptionalNullable[ Union[models.ResponseFormat, models.ResponseFormatTypedDict] ] = UNSET, document_annotation_format: OptionalNullable[ Union[models.ResponseFormat, models.ResponseFormatTypedDict] ] = UNSET, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, timeout_ms: Optional[int] = None, http_headers: Optional[Mapping[str, str]] = None, ) -> models.OCRResponse: r"""OCR :param model: :param document: Document to run OCR on :param id: :param pages: Specific pages user wants to process in various formats: single number, range, or list of both. Starts from 0 :param include_image_base64: Include image URLs in response :param image_limit: Max images to extract :param image_min_size: Minimum height and width of image to extract :param bbox_annotation_format: Structured output class for extracting useful information from each extracted bounding box / image from document. Only json_schema is valid for this field :param document_annotation_format: Structured output class for extracting useful information from the entire document. Only json_schema is valid for this field :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. """ base_url = None url_variables = None if timeout_ms is None: timeout_ms = self.sdk_configuration.timeout_ms if server_url is not None: base_url = server_url else: base_url = self._get_url(base_url, url_variables) request = models.OCRRequest( model=model, id=id, document=utils.get_pydantic_model(document, models.Document), pages=pages, include_image_base64=include_image_base64, image_limit=image_limit, image_min_size=image_min_size, bbox_annotation_format=utils.get_pydantic_model( bbox_annotation_format, OptionalNullable[models.ResponseFormat] ), document_annotation_format=utils.get_pydantic_model( document_annotation_format, OptionalNullable[models.ResponseFormat] ), ) req = self._build_request( method="POST", path="/v1/ocr", base_url=base_url, url_variables=url_variables, request=request, request_body_required=True, request_has_path_params=False, request_has_query_params=True, user_agent_header="user-agent", accept_header_value="application/json", http_headers=http_headers, security=self.sdk_configuration.security, get_serialized_body=lambda: utils.serialize_request_body( request, False, False, "json", models.OCRRequest ), timeout_ms=timeout_ms, ) if retries == UNSET: if self.sdk_configuration.retry_config is not UNSET: retries = self.sdk_configuration.retry_config retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["429", "500", "502", "503", "504"]) http_res = self.do_request( hook_ctx=HookContext( config=self.sdk_configuration, base_url=base_url or "", operation_id="ocr_v1_ocr_post", oauth2_scopes=[], security_source=get_security_from_env( self.sdk_configuration.security, models.Security ), ), request=req, error_status_codes=["422", "4XX", "5XX"], retry_config=retry_config, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return unmarshal_json_response(models.OCRResponse, http_res) if utils.match_response(http_res, "422", "application/json"): response_data = unmarshal_json_response( models.HTTPValidationErrorData, http_res ) raise models.HTTPValidationError(response_data, http_res) if utils.match_response(http_res, "4XX", "*"): http_res_text = utils.stream_to_text(http_res) raise models.SDKError("API error occurred", http_res, http_res_text) if utils.match_response(http_res, "5XX", "*"): http_res_text = utils.stream_to_text(http_res) raise models.SDKError("API error occurred", http_res, http_res_text) raise models.SDKError("Unexpected response received", http_res) async def process_async( self, *, model: Nullable[str], document: Union[models.Document, models.DocumentTypedDict], id: Optional[str] = None, pages: OptionalNullable[List[int]] = UNSET, include_image_base64: OptionalNullable[bool] = UNSET, image_limit: OptionalNullable[int] = UNSET, image_min_size: OptionalNullable[int] = UNSET, bbox_annotation_format: OptionalNullable[ Union[models.ResponseFormat, models.ResponseFormatTypedDict] ] = UNSET, document_annotation_format: OptionalNullable[ Union[models.ResponseFormat, models.ResponseFormatTypedDict] ] = UNSET, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, timeout_ms: Optional[int] = None, http_headers: Optional[Mapping[str, str]] = None, ) -> models.OCRResponse: r"""OCR :param model: :param document: Document to run OCR on :param id: :param pages: Specific pages user wants to process in various formats: single number, range, or list of both. Starts from 0 :param include_image_base64: Include image URLs in response :param image_limit: Max images to extract :param image_min_size: Minimum height and width of image to extract :param bbox_annotation_format: Structured output class for extracting useful information from each extracted bounding box / image from document. Only json_schema is valid for this field :param document_annotation_format: Structured output class for extracting useful information from the entire document. Only json_schema is valid for this field :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. """ base_url = None url_variables = None if timeout_ms is None: timeout_ms = self.sdk_configuration.timeout_ms if server_url is not None: base_url = server_url else: base_url = self._get_url(base_url, url_variables) request = models.OCRRequest( model=model, id=id, document=utils.get_pydantic_model(document, models.Document), pages=pages, include_image_base64=include_image_base64, image_limit=image_limit, image_min_size=image_min_size, bbox_annotation_format=utils.get_pydantic_model( bbox_annotation_format, OptionalNullable[models.ResponseFormat] ), document_annotation_format=utils.get_pydantic_model( document_annotation_format, OptionalNullable[models.ResponseFormat] ), ) req = self._build_request_async( method="POST", path="/v1/ocr", base_url=base_url, url_variables=url_variables, request=request, request_body_required=True, request_has_path_params=False, request_has_query_params=True, user_agent_header="user-agent", accept_header_value="application/json", http_headers=http_headers, security=self.sdk_configuration.security, get_serialized_body=lambda: utils.serialize_request_body( request, False, False, "json", models.OCRRequest ), timeout_ms=timeout_ms, ) if retries == UNSET: if self.sdk_configuration.retry_config is not UNSET: retries = self.sdk_configuration.retry_config retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["429", "500", "502", "503", "504"]) http_res = await self.do_request_async( hook_ctx=HookContext( config=self.sdk_configuration, base_url=base_url or "", operation_id="ocr_v1_ocr_post", oauth2_scopes=[], security_source=get_security_from_env( self.sdk_configuration.security, models.Security ), ), request=req, error_status_codes=["422", "4XX", "5XX"], retry_config=retry_config, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return unmarshal_json_response(models.OCRResponse, http_res) if utils.match_response(http_res, "422", "application/json"): response_data = unmarshal_json_response( models.HTTPValidationErrorData, http_res ) raise models.HTTPValidationError(response_data, http_res) if utils.match_response(http_res, "4XX", "*"): http_res_text = await utils.stream_to_text_async(http_res) raise models.SDKError("API error occurred", http_res, http_res_text) if utils.match_response(http_res, "5XX", "*"): http_res_text = await utils.stream_to_text_async(http_res) raise models.SDKError("API error occurred", http_res, http_res_text) raise models.SDKError("Unexpected response received", http_res)