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(CkPython) AWS Textract Detect Document Text

See more AWS Misc Examples

Detects text in the input document. Amazon Textract can detect lines of text and the words that make up a line of text. The input document must be in one of the following image formats: JPEG, PNG, PDF, or TIFF.

For more information, see https://docs.aws.amazon.com/textract/latest/dg/API_DetectDocumentText.html

Chilkat Python Downloads

Python Module for Windows, MacOS, Linux, Alpine Linux, Solaris

import sys
import chilkat

# This example assumes the Chilkat API to have been previously unlocked.
# See Global Unlock Sample for sample code.

rest = chilkat.CkRest()

bTls = True
port = 443
bAutoReconnect = True
success = rest.Connect("textract.us-west-2.amazonaws.com",port,bTls,bAutoReconnect)

# Provide AWS credentials for the REST call.
authAws = chilkat.CkAuthAws()
authAws.put_AccessKey("AWS_ACCESS_KEY")
authAws.put_SecretKey("AWS_SECRET_KEY")
# the region should match our URL above..
authAws.put_Region("us-west-2")
authAws.put_ServiceName("textract")

rest.SetAuthAws(authAws)

# Use this online tool to generate code from sample JSON:
# Generate Code to Create JSON

json = chilkat.CkJsonObject()

# The JSON can contain either the actual bytes of the JPG, PDF, PNG, etc.
# or a reference to the S3 object.
# 
# {
#    "Document": { 
#       "Bytes": blob,
#       "S3Object": { 
#          "Bucket": "string",
#          "Name": "string",
#          "Version": "string"
#       }
#    }
# }

# In this example we'll send the Bytes.  The S3Object is omitted.

bdPng = chilkat.CkBinData()
success = bdPng.LoadFile("qa_data/png/image_with_text.png")
if (success == False):
    print("Failed to load PNG file.")
    sys.exit()

json.UpdateString("Document.Bytes",bdPng.getEncoded("base64"))

rest.AddHeader("Content-Type","application/x-amz-json-1.1")
rest.AddHeader("X-Amz-Target","Textract.DetectDocumentText")

sbRequestBody = chilkat.CkStringBuilder()
json.EmitSb(sbRequestBody)
sbResponseBody = chilkat.CkStringBuilder()
success = rest.FullRequestSb("POST","/",sbRequestBody,sbResponseBody)
if (success != True):
    print(rest.lastErrorText())
    sys.exit()

respStatusCode = rest.get_ResponseStatusCode()
print("response status code = " + str(respStatusCode))

jResp = chilkat.CkJsonObject()
jResp.put_EmitCompact(False)
jResp.LoadSb(sbResponseBody)

if (respStatusCode >= 400):
    print("Response Status Code = " + str(respStatusCode))
    print("Response Header:")
    print(rest.responseHeader())
    print("Response Body:")
    print(jResp.emit())
    sys.exit()

print("Response Body:")
print(jResp.emit())

# Sample response body is shown below.

# Use this online tool to generate parsing code from sample JSON: 
# Generate Parsing Code from JSON

DetectDocumentTextModelVersion = jResp.stringOf("DetectDocumentTextModelVersion")
Pages = jResp.IntOf("DocumentMetadata.Pages")
i = 0
count_i = jResp.SizeOfArray("Blocks")
while i < count_i :
    jResp.put_I(i)
    BlockType = jResp.stringOf("Blocks[i].BlockType")
    Height = jResp.stringOf("Blocks[i].Geometry.BoundingBox.Height")
    Left = jResp.stringOf("Blocks[i].Geometry.BoundingBox.Left")
    Top = jResp.stringOf("Blocks[i].Geometry.BoundingBox.Top")
    Width = jResp.stringOf("Blocks[i].Geometry.BoundingBox.Width")
    Id = jResp.stringOf("Blocks[i].Id")
    Confidence = jResp.stringOf("Blocks[i].Confidence")
    Text = jResp.stringOf("Blocks[i].Text")
    TextType = jResp.stringOf("Blocks[i].TextType")
    j = 0
    count_j = jResp.SizeOfArray("Blocks[i].Geometry.Polygon")
    while j < count_j :
        jResp.put_J(j)
        X = jResp.stringOf("Blocks[i].Geometry.Polygon[j].X")
        Y = jResp.stringOf("Blocks[i].Geometry.Polygon[j].Y")
        j = j + 1

    j = 0
    count_j = jResp.SizeOfArray("Blocks[i].Relationships")
    while j < count_j :
        jResp.put_J(j)
        v_Type = jResp.stringOf("Blocks[i].Relationships[j].Type")
        k = 0
        count_k = jResp.SizeOfArray("Blocks[i].Relationships[j].Ids")
        while k < count_k :
            jResp.put_K(k)
            strVal = jResp.stringOf("Blocks[i].Relationships[j].Ids[k]")
            k = k + 1

        j = j + 1

    i = i + 1

# {
#   "Blocks": [
#     {
#       "BlockType": "PAGE",
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 1.0,
#           "Left": 0.0,
#           "Top": 0.0,
#           "Width": 1.0
#         },
#         "Polygon": [
#           {
#             "X": 7.334237466238847E-7,
#             "Y": 0.0
#           },
#           {
#             "X": 1.0,
#             "Y": 2.065305579890264E-6
#           },
#           {
#             "X": 1.0,
#             "Y": 1.0
#           },
#           {
#             "X": 0.0,
#             "Y": 1.0
#           }
#         ]
#       },
#       "Id": "9d01c4e1-c7ee-46d3-a020-b5d691551542",
#       "Relationships": [
#         {
#           "Ids": [
#             "5d230339-1492-4715-b643-3c1c092b9601",
#             "06eb9de7-c1b2-4de4-83d4-bf14c683bbbc",
#             "e3708093-ddce-4ece-b51b-36e75ee0650a",
#             "0b75416b-4c5a-47ee-af5f-38e86196d09d",
#             "f8e53727-d359-40a1-9c7a-17212be5b62f"
#           ],
#           "Type": "CHILD"
#         }
#       ]
#     },
#     {
#       "BlockType": "LINE",
#       "Confidence": 99.96929168701172,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.1283034384250641,
#           "Left": 0.02562711574137211,
#           "Top": 0.04522315785288811,
#           "Width": 0.7353771924972534
#         },
#         "Polygon": [
#           {
#             "X": 0.025710511952638626,
#             "Y": 0.04522315785288811
#           },
#           {
#             "X": 0.7610043287277222,
#             "Y": 0.04609351605176926
#           },
#           {
#             "X": 0.7609506249427795,
#             "Y": 0.1735266000032425
#           },
#           {
#             "X": 0.02562711574137211,
#             "Y": 0.17263372242450714
#           }
#         ]
#       },
#       "Id": "5d230339-1492-4715-b643-3c1c092b9601",
#       "Relationships": [
#         {
#           "Ids": [
#             "d10275a1-6a07-4df3-836e-b8418c7302e1",
#             "f9394a51-8386-4245-b8f6-a4b8889b16be",
#             "4a422774-0db5-47b1-9d86-486ee4df7bc9",
#             "5018930a-0cb5-4df2-a782-ccb40b98692e",
#             "5decb4b9-fa44-4b74-a410-d753ca9da87e"
#           ],
#           "Type": "CHILD"
#         }
#       ],
#       "Text": "It was the best of"
#     },
#     {
#       "BlockType": "LINE",
#       "Confidence": 99.95220184326172,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.15143845975399017,
#           "Left": 0.02354392223060131,
#           "Top": 0.23623499274253845,
#           "Width": 0.9416812658309937
#         },
#         "Polygon": [
#           {
#             "X": 0.02364235743880272,
#             "Y": 0.23623499274253845
#           },
#           {
#             "X": 0.9652252197265625,
#             "Y": 0.23739269375801086
#           },
#           {
#             "X": 0.9651715755462646,
#             "Y": 0.3876734673976898
#           },
#           {
#             "X": 0.02354392223060131,
#             "Y": 0.38648173213005066
#           }
#         ]
#       },
#       "Id": "06eb9de7-c1b2-4de4-83d4-bf14c683bbbc",
#       "Relationships": [
#         {
#           "Ids": [
#             "df38a25e-1237-4837-9c73-2628cf2a60d6",
#             "4006856d-989a-413a-a19d-ba58464056c7",
#             "0cefb90d-9771-4a62-b47b-f4653f5a5fdc",
#             "b090e2a0-59cb-483a-8489-eb7367c3ec42",
#             "584e024d-cdb8-4991-964a-a6c00a219b4d"
#           ],
#           "Type": "CHILD"
#         }
#       ],
#       "Text": "times, it was the worst"
#     },
#     {
#       "BlockType": "LINE",
#       "Confidence": 99.97298431396484,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.1645825207233429,
#           "Left": 0.023708077147603035,
#           "Top": 0.42446625232696533,
#           "Width": 0.958830714225769
#         },
#         "Polygon": [
#           {
#             "X": 0.023815063759684563,
#             "Y": 0.42446625232696533
#           },
#           {
#             "X": 0.9825388193130493,
#             "Y": 0.42568835616111755
#           },
#           {
#             "X": 0.9824814200401306,
#             "Y": 0.5890488028526306
#           },
#           {
#             "X": 0.023708077147603035,
#             "Y": 0.5877890586853027
#           }
#         ]
#       },
#       "Id": "e3708093-ddce-4ece-b51b-36e75ee0650a",
#       "Relationships": [
#         {
#           "Ids": [
#             "9e7fcad8-5fac-497e-941c-6af065273c4f",
#             "06fa7250-a384-44b1-a821-f4961437dab8",
#             "a5856e1f-1c35-4fd8-9d5c-ec112ce446da",
#             "5d92695a-2ef5-4175-8483-955bdd21c8c5",
#             "145e3940-2b15-4b0f-a1ef-c1eec67bfd34",
#             "979e61b4-b915-4001-8761-e417fb5bcc88"
#           ],
#           "Type": "CHILD"
#         }
#       ],
#       "Text": "of times, it was the age"
#     },
#     {
#       "BlockType": "LINE",
#       "Confidence": 99.92354583740234,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.15201467275619507,
#           "Left": 0.02298363670706749,
#           "Top": 0.6132552623748779,
#           "Width": 0.8867681622505188
#         },
#         "Polygon": [
#           {
#             "X": 0.02308245748281479,
#             "Y": 0.6132552623748779
#           },
#           {
#             "X": 0.909751832485199,
#             "Y": 0.6144257187843323
#           },
#           {
#             "X": 0.9096953868865967,
#             "Y": 0.765269935131073
#           },
#           {
#             "X": 0.02298363670706749,
#             "Y": 0.7640674114227295
#           }
#         ]
#       },
#       "Id": "0b75416b-4c5a-47ee-af5f-38e86196d09d",
#       "Relationships": [
#         {
#           "Ids": [
#             "477b9395-e813-4f47-8f6c-bbc6fd2a1b1d",
#             "cb715516-6798-4db7-922e-aaa05c999497",
#             "ff4bbb55-0ab1-4c91-a910-c44da34f3702",
#             "8eae93f4-70a2-4723-b532-e52dfdde18fc",
#             "7a25756d-68e2-45ec-bef4-f919294fecb3"
#           ],
#           "Type": "CHILD"
#         }
#       ],
#       "Text": "of wisdom, it was the"
#     },
#     {
#       "BlockType": "LINE",
#       "Confidence": 99.92982482910156,
#       "Geometry": {
# 
#         "BoundingBox": {
#           "Height": 0.1690569967031479,
#           "Left": 0.02215408906340599,
#           "Top": 0.7996805906295776,
#           "Width": 0.7357001900672913
#         },
#         "Polygon": [
#           {
#             "X": 0.022264225408434868,
#             "Y": 0.7996805906295776
#           },
#           {
#             "X": 0.7578542828559875,
#             "Y": 0.8006845116615295
#           },
#           {
#             "X": 0.7577832937240601,
#             "Y": 0.9687376022338867
#           },
#           {
#             "X": 0.02215408906340599,
#             "Y": 0.9677039980888367
#           }
#         ]
#       },
#       "Id": "f8e53727-d359-40a1-9c7a-17212be5b62f",
#       "Relationships": [
#         {
#           "Ids": [
#             "5763091d-4807-44b0-94d6-1f6fba7c66ad",
#             "f08b6956-7c97-4877-83e2-f495b3983963",
#             "275f5f9f-fcd6-4447-8242-c6e777fc762a"
#           ],
#           "Type": "CHILD"
#         }
#       ],
#       "Text": "age of foolishness"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.95569610595703,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.12361754477024078,
#           "Left": 0.02562711574137211,
#           "Top": 0.049105118960142136,
#           "Width": 0.07332543283700943
#         },
#         "Polygon": [
#           {
#             "X": 0.025707971304655075,
#             "Y": 0.049105118960142136
#           },
#           {
#             "X": 0.09895254671573639,
#             "Y": 0.04919188469648361
#           },
#           {
#             "X": 0.09887456148862839,
#             "Y": 0.17272266745567322
#           },
#           {
#             "X": 0.02562711574137211,
#             "Y": 0.17263372242450714
#           }
#         ]
#       },
#       "Id": "d10275a1-6a07-4df3-836e-b8418c7302e1",
#       "Text": "It",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.91895294189453,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.07870253175497055,
#           "Left": 0.12013984471559525,
#           "Top": 0.09188469499349594,
#           "Width": 0.15315164625644684
#         },
#         "Polygon": [
#           {
#             "X": 0.1201888844370842,
#             "Y": 0.09188469499349594
#           },
#           {
#             "X": 0.2732914984226227,
#             "Y": 0.09206762909889221
#           },
#           {
#             "X": 0.27324625849723816,
#             "Y": 0.1705872267484665
#           },
#           {
#             "X": 0.12013984471559525,
#             "Y": 0.17040139436721802
#           }
#         ]
#       },
#       "Id": "f9394a51-8386-4245-b8f6-a4b8889b16be",
#       "Text": "was",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.9923095703125,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.12304235994815826,
#           "Left": 0.30181974172592163,
#           "Top": 0.048208922147750854,
#           "Width": 0.13491466641426086
#         },
#         "Polygon": [
#           {
#             "X": 0.30188941955566406,
#             "Y": 0.048208922147750854
#           },
#           {
#             "X": 0.4367344081401825,
#             "Y": 0.04836862161755562
#           },
#           {
#             "X": 0.4366699755191803,
#             "Y": 0.17125128209590912
#           },
#           {
#             "X": 0.30181974172592163,
#             "Y": 0.1710876077413559
#           }
#         ]
#       },
#       "Id": "4a422774-0db5-47b1-9d86-486ee4df7bc9",
#       "Text": "the",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.9902114868164,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.12650197744369507,
#           "Left": 0.4637022018432617,
#           "Top": 0.04641735553741455,
#           "Width": 0.17412298917770386
#         },
#         "Polygon": [
#           {
#             "X": 0.46376731991767883,
#             "Y": 0.04641735553741455
#           },
#           {
#             "X": 0.6378251910209656,
#             "Y": 0.046623412519693375
#           },
#           {
#             "X": 0.6377670168876648,
#             "Y": 0.17291933298110962
#           },
#           {
#             "X": 0.4637022018432617,
#             "Y": 0.17270798981189728
#           }
#         ]
#       },
#       "Id": "5018930a-0cb5-4df2-a782-ccb40b98692e",
#       "Text": "best",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.98930358886719,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.12482605874538422,
#           "Left": 0.6641513109207153,
#           "Top": 0.04597894102334976,
#           "Width": 0.09685297310352325
#         },
#         "Polygon": [
#           {
#             "X": 0.6642076969146729,
#             "Y": 0.04597894102334976
#           },
#           {
#             "X": 0.7610043287277222,
#             "Y": 0.04609351605176926
#           },
#           {
#             "X": 0.7609517574310303,
#             "Y": 0.17080500721931458
#           },
#           {
#             "X": 0.6641513109207153,
#             "Y": 0.17068752646446228
#           }
#         ]
#       },
#       "Id": "5decb4b9-fa44-4b74-a410-d753ca9da87e",
#       "Text": "of",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.94082641601562,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.1432349979877472,
#           "Left": 0.02354392223060131,
#           "Top": 0.24356883764266968,
#           "Width": 0.25458571314811707
#         },
#         "Polygon": [
#           {
#             "X": 0.023637553676962852,
#             "Y": 0.24356883764266968
#           },
#           {
#             "X": 0.2781296372413635,
#             "Y": 0.2438821941614151
#           },
#           {
#             "X": 0.2780475318431854,
#             "Y": 0.38680383563041687
#           },
#           {
#             "X": 0.02354392223060131,
#             "Y": 0.38648173213005066
#           }
#         ]
#       },
#       "Id": "df38a25e-1237-4837-9c73-2628cf2a60d6",
#       "Text": "times,",
#       "TextType": "PRINTED"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.98735046386719,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.11849363893270493,
#           "Left": 0.3037284016609192,
#           "Top": 0.24306905269622803,
#           "Width": 0.0635330006480217
#         },
#         "Polygon": [
#           {
#             "X": 0.3037954568862915,
#             "Y": 0.24306905269622803
#           },
#           {
#             "X": 0.3672614097595215,
#             "Y": 0.24314717948436737
#           },
#           {
#             "X": 0.3671967089176178,
#             "Y": 0.36156269907951355
#           },
#           {
#             "X": 0.3037284016609192,
#             "Y": 0.36148273944854736
#           }
#         ]
#       },
#       "Id": "4006856d-989a-413a-a19d-ba58464056c7",
#       "Text": "it",
#       "TextType": "HANDWRITING"
#     },
#     {
#       "BlockType": "WORD",
#       "Confidence": 99.9149398803711,
#       "Geometry": {
#         "BoundingBox": {
#           "Height": 0.08177535980939865,
#           "Left": 0.38862472772598267,
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