# 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).
from datetime import datetime
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.DocumentTextExtractionFeature(
feature_type="TEXT_EXTRACTION",
generate_searchable_pdf=True)],
document=oci.ai_document.models.InlineDocumentDetails(
source="INLINE",
data="rV0P62f1LavsKYUfSVDf"),
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="RESUME",
ocr_data=oci.ai_document.models.AnalyzeDocumentResult(
document_metadata=oci.ai_document.models.DocumentMetadata(
page_count=972,
mime_type="EXAMPLE-mimeType-Value"),
pages=[
oci.ai_document.models.Page(
page_number=825,
dimensions=oci.ai_document.models.Dimensions(
width=5597.337,
height=7137.1055,
unit="PIXEL"),
detected_document_types=[
oci.ai_document.models.DetectedDocumentType(
document_type="EXAMPLE-documentType-Value",
confidence=0.19541651)],
detected_languages=[
oci.ai_document.models.DetectedLanguage(
language="EXAMPLE-language-Value",
confidence=0.79712635)],
words=[
oci.ai_document.models.Word(
text="EXAMPLE-text-Value",
confidence=0.9629695,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.43590617,
y=0.56785935)]))],
lines=[
oci.ai_document.models.Line(
text="EXAMPLE-text-Value",
confidence=0.071392,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.6321008,
y=0.1555137)]),
word_indexes=[99])],
tables=[
oci.ai_document.models.Table(
row_count=451,
column_count=363,
header_rows=[
oci.ai_document.models.TableRow(
cells=[
oci.ai_document.models.Cell(
text="EXAMPLE-text-Value",
row_index=100,
column_index=996,
confidence=0.55034184,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.17865944,
y=0.5997238)]),
word_indexes=[498])])],
confidence=0.7910629,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.8503256,
y=0.972577)]))],
document_fields=[
oci.ai_document.models.DocumentField(
field_type="LINE_ITEM_FIELD",
field_value=oci.ai_document.models.ValueDate(
value_type="DATE",
confidence=0.6491414,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.5260045,
y=0.67866457)]),
word_indexes=[811],
value=datetime.strptime(
"2023-07-17T14:01:50.312Z",
"%Y-%m-%dT%H:%M:%S.%fZ"),
text="EXAMPLE-text-Value"),
field_label=oci.ai_document.models.FieldLabel(
name="EXAMPLE-name-Value",
confidence=0.87386376),
field_name=oci.ai_document.models.FieldName(
name="EXAMPLE-name-Value",
confidence=0.41928542,
bounding_polygon=oci.ai_document.models.BoundingPolygon(
normalized_vertices=[
oci.ai_document.models.NormalizedVertex(
x=0.33267272,
y=0.29615927)]),
word_indexes=[919]))])],
detected_document_types=[
oci.ai_document.models.DetectedDocumentType(
document_type="EXAMPLE-documentType-Value",
confidence=0.54375917)],
detected_languages=[
oci.ai_document.models.DetectedLanguage(
language="EXAMPLE-language-Value",
confidence=0.4496519)],
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="swzxWkajMaFbgLX5S2Aw")),
if_match="EXAMPLE-ifMatch-Value",
opc_request_id="RBW9FP7JE2JKQBFCBOXM<unique_ID>")
# Get the data from response
print(analyze_document_response.data)