# This is an automatically generated code sample.
# To make this code sample work in your Oracle Cloud tenancy,
# please replace the values for any parameters whose current values do not fit
# your use case (such as resource IDs, strings containing ‘EXAMPLE’ or ‘unique_id’, and
# boolean, number, and enum parameters with values not fitting your use case).

import oci

# Create a default config using DEFAULT profile in default location
# Refer to
# https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File
# for more info
config = oci.config.from_file()


# Initialize service client with default config file
ai_document_client = oci.ai_document.AIServiceDocumentClient(config)


# Send the request to service, some parameters are not required, see API
# doc for more info
analyze_document_response = ai_document_client.analyze_document(
    analyze_document_details=oci.ai_document.models.AnalyzeDocumentDetails(
        features=[
            oci.ai_document.models.DocumentKeyValueExtractionFeature(
                feature_type="KEY_VALUE_EXTRACTION",
                model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value")],
        document=oci.ai_document.models.ObjectStorageDocumentDetails(
            source="OBJECT_STORAGE",
            namespace_name="EXAMPLE-namespaceName-Value",
            bucket_name="EXAMPLE-bucketName-Value",
            object_name="EXAMPLE-objectName-Value"),
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        output_location=oci.ai_document.models.OutputLocation(
            namespace_name="EXAMPLE-namespaceName-Value",
            bucket_name="EXAMPLE-bucketName-Value",
            prefix="EXAMPLE-prefix-Value"),
        language="EXAMPLE-language-Value",
        document_type="HEALTH_INSURANCE_ID",
        ocr_data=oci.ai_document.models.AnalyzeDocumentResult(
            document_metadata=oci.ai_document.models.DocumentMetadata(
                page_count=995,
                mime_type="EXAMPLE-mimeType-Value"),
            pages=[
                oci.ai_document.models.Page(
                    page_number=105,
                    dimensions=oci.ai_document.models.Dimensions(
                        width=8352.055,
                        height=9569.834,
                        unit="PIXEL"),
                    detected_document_types=[
                        oci.ai_document.models.DetectedDocumentType(
                            document_type="EXAMPLE-documentType-Value",
                            confidence=0.023964584)],
                    detected_languages=[
                        oci.ai_document.models.DetectedLanguage(
                            language="EXAMPLE-language-Value",
                            confidence=0.10370141)],
                    words=[
                        oci.ai_document.models.Word(
                            text="EXAMPLE-text-Value",
                            confidence=0.15470833,
                            bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                normalized_vertices=[
                                    oci.ai_document.models.NormalizedVertex(
                                        x=0.9143733,
                                        y=0.093168974)]))],
                    lines=[
                        oci.ai_document.models.Line(
                            text="EXAMPLE-text-Value",
                            confidence=0.34760725,
                            bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                normalized_vertices=[
                                    oci.ai_document.models.NormalizedVertex(
                                        x=0.4600829,
                                        y=0.06715)]),
                            word_indexes=[183])],
                    tables=[
                        oci.ai_document.models.Table(
                            row_count=807,
                            column_count=270,
                            header_rows=[
                                oci.ai_document.models.TableRow(
                                    cells=[
                                        oci.ai_document.models.Cell(
                                            text="EXAMPLE-text-Value",
                                            row_index=654,
                                            column_index=115,
                                            confidence=0.1734057,
                                            bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                                normalized_vertices=[
                                                    oci.ai_document.models.NormalizedVertex(
                                                        x=0.17617017,
                                                        y=0.16354305)]),
                                            word_indexes=[818])])],
                            confidence=0.86349607,
                            bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                normalized_vertices=[
                                    oci.ai_document.models.NormalizedVertex(
                                        x=0.72076595,
                                        y=0.5966333)]))],
                    document_fields=[
                        oci.ai_document.models.DocumentField(
                            field_type="KEY_VALUE",
                            field_value=oci.ai_document.models.ValueString(
                                value_type="STRING",
                                confidence=0.72122484,
                                bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                    normalized_vertices=[
                                        oci.ai_document.models.NormalizedVertex(
                                            x=0.9409704,
                                            y=0.66914344)]),
                                word_indexes=[487],
                                value="EXAMPLE-value-Value",
                                text="EXAMPLE-text-Value"),
                            field_label=oci.ai_document.models.FieldLabel(
                                name="EXAMPLE-name-Value",
                                confidence=0.08548099),
                            field_name=oci.ai_document.models.FieldName(
                                name="EXAMPLE-name-Value",
                                confidence=0.794668,
                                bounding_polygon=oci.ai_document.models.BoundingPolygon(
                                    normalized_vertices=[
                                        oci.ai_document.models.NormalizedVertex(
                                            x=0.5801947,
                                            y=0.82720506)]),
                                word_indexes=[849]))])],
            detected_document_types=[
                oci.ai_document.models.DetectedDocumentType(
                    document_type="EXAMPLE-documentType-Value",
                    confidence=0.20100635)],
            detected_languages=[
                oci.ai_document.models.DetectedLanguage(
                    language="EXAMPLE-language-Value",
                    confidence=0.021501482)],
            document_classification_model_version="EXAMPLE-documentClassificationModelVersion-Value",
            language_classification_model_version="EXAMPLE-languageClassificationModelVersion-Value",
            text_extraction_model_version="EXAMPLE-textExtractionModelVersion-Value",
            key_value_extraction_model_version="EXAMPLE-keyValueExtractionModelVersion-Value",
            table_extraction_model_version="EXAMPLE-tableExtractionModelVersion-Value",
            errors=[
                oci.ai_document.models.ProcessingError(
                    code="EXAMPLE-code-Value",
                    message="EXAMPLE-message-Value")],
            searchable_pdf="OtZJggWxQ67f2QeMONSk")),
    if_match="EXAMPLE-ifMatch-Value",
    opc_request_id="LEIBZN1KNFYKD7PPHHWI<unique_ID>")

# Get the data from response
print(analyze_document_response.data)