# coding: utf-8

"""
    Generated by: https://openapi-generator.tech
"""
import warnings
from pydantic import validate_call, Field, StrictFloat, StrictStr, StrictInt
from typing import Any, Dict, List, Optional, Tuple, Union
from typing_extensions import Annotated

from pydantic import Field, StrictStr
from typing import Optional
from typing_extensions import Annotated
from regula.facesdk.webclient.gen.models.detect_request import DetectRequest
from regula.facesdk.webclient.gen.models.detect_response import DetectResponse
from regula.facesdk.webclient.gen.models.match_and_search_request import MatchAndSearchRequest
from regula.facesdk.webclient.gen.models.match_and_search_response import MatchAndSearchResponse
from regula.facesdk.webclient.gen.models.match_request import MatchRequest
from regula.facesdk.webclient.gen.models.match_response import MatchResponse

from regula.facesdk.webclient.gen.api_client import ApiClient, RequestSerialized
from regula.facesdk.webclient.gen.api_response import ApiResponse
from regula.facesdk.webclient.gen.rest import RESTResponseType


class MatchApi:
    """NOTE: This class is auto generated by OpenAPI Generator
    Ref: https://openapi-generator.tech

    Do not edit the class manually.
    """

    def __init__(self, api_client=None) -> None:
        if api_client is None:
            api_client = ApiClient.get_default()
        self.api_client = api_client


    @validate_call
    def detect(
        self,
        detect_request: DetectRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> DetectResponse:
        """detect and check quality

        Use the POST `api/detect` endpoint to analyze images, recognize faces in them, and return cropped and aligned portraits of the detected people.  The Face Detection feature lets you additionally: - **Check face image quality**: Assess whether a portrait meets certain standards, for example, ICAO, Schengen visa, USA visa. To perform image quality check, use the `processParam.quality` field. For the list of assessed characteristics, see the [Face Image Quality Characteristics page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/face-image-quality-check/). - **Evaluate face attributes**: Estimate the age range of a person; check whether the eyes are occluded, closed, or open; detect a facial expression or smile; see if there are glasses, sunglasses, head coverage, medical mask, etc. To evaluate attributes, add the `processParam.attributes` field. For the list of assessed attributes, see the [Attributes List page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/attributes-detection/).  You can perform Face Detection in two ways: - By adding parameters manually. In this case, the configuration is not saved and you will need to add all the necessary parameters to each request. - By a processing `scenario` that includes certain parameters. You can use predefined scenarios or add custom ones. For detailed information about scenarios, refer to the [Scenarios page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/scenarios/).

        :param detect_request: (required)
        :type detect_request: DetectRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._detect_serialize(
            detect_request=detect_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DetectResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def detect_with_http_info(
        self,
        detect_request: DetectRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[DetectResponse]:
        """detect and check quality

        Use the POST `api/detect` endpoint to analyze images, recognize faces in them, and return cropped and aligned portraits of the detected people.  The Face Detection feature lets you additionally: - **Check face image quality**: Assess whether a portrait meets certain standards, for example, ICAO, Schengen visa, USA visa. To perform image quality check, use the `processParam.quality` field. For the list of assessed characteristics, see the [Face Image Quality Characteristics page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/face-image-quality-check/). - **Evaluate face attributes**: Estimate the age range of a person; check whether the eyes are occluded, closed, or open; detect a facial expression or smile; see if there are glasses, sunglasses, head coverage, medical mask, etc. To evaluate attributes, add the `processParam.attributes` field. For the list of assessed attributes, see the [Attributes List page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/attributes-detection/).  You can perform Face Detection in two ways: - By adding parameters manually. In this case, the configuration is not saved and you will need to add all the necessary parameters to each request. - By a processing `scenario` that includes certain parameters. You can use predefined scenarios or add custom ones. For detailed information about scenarios, refer to the [Scenarios page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/scenarios/).

        :param detect_request: (required)
        :type detect_request: DetectRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._detect_serialize(
            detect_request=detect_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DetectResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def detect_without_preload_content(
        self,
        detect_request: DetectRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """detect and check quality

        Use the POST `api/detect` endpoint to analyze images, recognize faces in them, and return cropped and aligned portraits of the detected people.  The Face Detection feature lets you additionally: - **Check face image quality**: Assess whether a portrait meets certain standards, for example, ICAO, Schengen visa, USA visa. To perform image quality check, use the `processParam.quality` field. For the list of assessed characteristics, see the [Face Image Quality Characteristics page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/face-image-quality-check/). - **Evaluate face attributes**: Estimate the age range of a person; check whether the eyes are occluded, closed, or open; detect a facial expression or smile; see if there are glasses, sunglasses, head coverage, medical mask, etc. To evaluate attributes, add the `processParam.attributes` field. For the list of assessed attributes, see the [Attributes List page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/attributes-detection/).  You can perform Face Detection in two ways: - By adding parameters manually. In this case, the configuration is not saved and you will need to add all the necessary parameters to each request. - By a processing `scenario` that includes certain parameters. You can use predefined scenarios or add custom ones. For detailed information about scenarios, refer to the [Scenarios page](https://docs.regulaforensics.com/develop/face-sdk/web-service/development/usage/face-detection/scenarios/).

        :param detect_request: (required)
        :type detect_request: DetectRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._detect_serialize(
            detect_request=detect_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DetectResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _detect_serialize(
        self,
        detect_request,
        x_request_id,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        # process the query parameters
        # process the header parameters
        if x_request_id is not None:
            _header_params['X-RequestID'] = x_request_id
        # process the form parameters
        # process the body parameter
        if detect_request is not None:
            _body_params = detect_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/api/detect',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def match(
        self,
        match_request: MatchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> MatchResponse:
        """compare faces (1:1)

        To perform a comparison of faces in the same image or in two different images, use POST `/api/match`. It's possible to compare faces in the same image or in two different images, this is defined by the `images.type` parameter. <br><br> The face detection result is displayed in the `detections` field. Each face is identified by two parameters: `faceIndex` (the index number of the face) and `imageIndex` (the index number of the image on which the face is detected). So, if there are two images each of which has two faces in them, the parameters will be the following: - First face in the first image: `faceIndex: 0`, `imageIndex: 0` - Second face in the first image: `faceIndex: 1`, `imageIndex: 0` - First face of the second image: `faceIndex: 0`, `imageIndex: 1` - Second face in the second image: `faceIndex: 1`, `imageIndex: 1`

        :param match_request: (required)
        :type match_request: MatchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_serialize(
            match_request=match_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def match_with_http_info(
        self,
        match_request: MatchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[MatchResponse]:
        """compare faces (1:1)

        To perform a comparison of faces in the same image or in two different images, use POST `/api/match`. It's possible to compare faces in the same image or in two different images, this is defined by the `images.type` parameter. <br><br> The face detection result is displayed in the `detections` field. Each face is identified by two parameters: `faceIndex` (the index number of the face) and `imageIndex` (the index number of the image on which the face is detected). So, if there are two images each of which has two faces in them, the parameters will be the following: - First face in the first image: `faceIndex: 0`, `imageIndex: 0` - Second face in the first image: `faceIndex: 1`, `imageIndex: 0` - First face of the second image: `faceIndex: 0`, `imageIndex: 1` - Second face in the second image: `faceIndex: 1`, `imageIndex: 1`

        :param match_request: (required)
        :type match_request: MatchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_serialize(
            match_request=match_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def match_without_preload_content(
        self,
        match_request: MatchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """compare faces (1:1)

        To perform a comparison of faces in the same image or in two different images, use POST `/api/match`. It's possible to compare faces in the same image or in two different images, this is defined by the `images.type` parameter. <br><br> The face detection result is displayed in the `detections` field. Each face is identified by two parameters: `faceIndex` (the index number of the face) and `imageIndex` (the index number of the image on which the face is detected). So, if there are two images each of which has two faces in them, the parameters will be the following: - First face in the first image: `faceIndex: 0`, `imageIndex: 0` - Second face in the first image: `faceIndex: 1`, `imageIndex: 0` - First face of the second image: `faceIndex: 0`, `imageIndex: 1` - Second face in the second image: `faceIndex: 1`, `imageIndex: 1`

        :param match_request: (required)
        :type match_request: MatchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_serialize(
            match_request=match_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _match_serialize(
        self,
        match_request,
        x_request_id,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        # process the query parameters
        # process the header parameters
        if x_request_id is not None:
            _header_params['X-RequestID'] = x_request_id
        # process the form parameters
        # process the body parameter
        if match_request is not None:
            _body_params = match_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/api/match',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def match_and_search(
        self,
        match_and_search_request: MatchAndSearchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> MatchAndSearchResponse:
        """match and search (1:1 + 1:N)

        To compare several images from a document and look up a person in the database in one request, use POST `/api/match_and_search`. In this case, the calculation of the descriptor will be performed only once, as opposed to using two requests for the same operation. At least two photos are required. If, after processing two or more photos, only one face is detected across them, the match step is skipped, and only the search is carried out.

        :param match_and_search_request: (required)
        :type match_and_search_request: MatchAndSearchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_and_search_serialize(
            match_and_search_request=match_and_search_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchAndSearchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def match_and_search_with_http_info(
        self,
        match_and_search_request: MatchAndSearchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[MatchAndSearchResponse]:
        """match and search (1:1 + 1:N)

        To compare several images from a document and look up a person in the database in one request, use POST `/api/match_and_search`. In this case, the calculation of the descriptor will be performed only once, as opposed to using two requests for the same operation. At least two photos are required. If, after processing two or more photos, only one face is detected across them, the match step is skipped, and only the search is carried out.

        :param match_and_search_request: (required)
        :type match_and_search_request: MatchAndSearchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_and_search_serialize(
            match_and_search_request=match_and_search_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchAndSearchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def match_and_search_without_preload_content(
        self,
        match_and_search_request: MatchAndSearchRequest,
        x_request_id: Annotated[Optional[StrictStr], Field(description="Request header label.")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """match and search (1:1 + 1:N)

        To compare several images from a document and look up a person in the database in one request, use POST `/api/match_and_search`. In this case, the calculation of the descriptor will be performed only once, as opposed to using two requests for the same operation. At least two photos are required. If, after processing two or more photos, only one face is detected across them, the match step is skipped, and only the search is carried out.

        :param match_and_search_request: (required)
        :type match_and_search_request: MatchAndSearchRequest
        :param x_request_id: Request header label.
        :type x_request_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._match_and_search_serialize(
            match_and_search_request=match_and_search_request,
            x_request_id=x_request_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "MatchAndSearchResponse",
            '403': None,
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _match_and_search_serialize(
        self,
        match_and_search_request,
        x_request_id,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        # process the query parameters
        # process the header parameters
        if x_request_id is not None:
            _header_params['X-RequestID'] = x_request_id
        # process the form parameters
        # process the body parameter
        if match_and_search_request is not None:
            _body_params = match_and_search_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/api/match_and_search',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )


