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(PureBasic) AWS Textract Detect Document TextSee more AWS Misc ExamplesDetects 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
IncludeFile "CkBinData.pb" IncludeFile "CkStringBuilder.pb" IncludeFile "CkAuthAws.pb" IncludeFile "CkJsonObject.pb" IncludeFile "CkRest.pb" Procedure ChilkatExample() ; This example assumes the Chilkat API to have been previously unlocked. ; See Global Unlock Sample for sample code. rest.i = CkRest::ckCreate() If rest.i = 0 Debug "Failed to create object." ProcedureReturn EndIf bTls.i = 1 port.i = 443 bAutoReconnect.i = 1 success.i = CkRest::ckConnect(rest,"textract.us-west-2.amazonaws.com",port,bTls,bAutoReconnect) ; Provide AWS credentials for the REST call. authAws.i = CkAuthAws::ckCreate() If authAws.i = 0 Debug "Failed to create object." ProcedureReturn EndIf CkAuthAws::setCkAccessKey(authAws, "AWS_ACCESS_KEY") CkAuthAws::setCkSecretKey(authAws, "AWS_SECRET_KEY") ; the region should match our URL above.. CkAuthAws::setCkRegion(authAws, "us-west-2") CkAuthAws::setCkServiceName(authAws, "textract") CkRest::ckSetAuthAws(rest,authAws) ; Use this online tool to generate code from sample JSON: ; Generate Code to Create JSON json.i = CkJsonObject::ckCreate() If json.i = 0 Debug "Failed to create object." ProcedureReturn EndIf ; 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.i = CkBinData::ckCreate() If bdPng.i = 0 Debug "Failed to create object." ProcedureReturn EndIf success = CkBinData::ckLoadFile(bdPng,"qa_data/png/image_with_text.png") If success = 0 Debug "Failed to load PNG file." CkRest::ckDispose(rest) CkAuthAws::ckDispose(authAws) CkJsonObject::ckDispose(json) CkBinData::ckDispose(bdPng) ProcedureReturn EndIf CkJsonObject::ckUpdateString(json,"Document.Bytes",CkBinData::ckGetEncoded(bdPng,"base64")) CkRest::ckAddHeader(rest,"Content-Type","application/x-amz-json-1.1") CkRest::ckAddHeader(rest,"X-Amz-Target","Textract.DetectDocumentText") sbRequestBody.i = CkStringBuilder::ckCreate() If sbRequestBody.i = 0 Debug "Failed to create object." ProcedureReturn EndIf CkJsonObject::ckEmitSb(json,sbRequestBody) sbResponseBody.i = CkStringBuilder::ckCreate() If sbResponseBody.i = 0 Debug "Failed to create object." ProcedureReturn EndIf success = CkRest::ckFullRequestSb(rest,"POST","/",sbRequestBody,sbResponseBody) If success <> 1 Debug CkRest::ckLastErrorText(rest) CkRest::ckDispose(rest) CkAuthAws::ckDispose(authAws) CkJsonObject::ckDispose(json) CkBinData::ckDispose(bdPng) CkStringBuilder::ckDispose(sbRequestBody) CkStringBuilder::ckDispose(sbResponseBody) ProcedureReturn EndIf respStatusCode.i = CkRest::ckResponseStatusCode(rest) Debug "response status code = " + Str(respStatusCode) jResp.i = CkJsonObject::ckCreate() If jResp.i = 0 Debug "Failed to create object." ProcedureReturn EndIf CkJsonObject::setCkEmitCompact(jResp, 0) CkJsonObject::ckLoadSb(jResp,sbResponseBody) If respStatusCode >= 400 Debug "Response Status Code = " + Str(respStatusCode) Debug "Response Header:" Debug CkRest::ckResponseHeader(rest) Debug "Response Body:" Debug CkJsonObject::ckEmit(jResp) CkRest::ckDispose(rest) CkAuthAws::ckDispose(authAws) CkJsonObject::ckDispose(json) CkBinData::ckDispose(bdPng) CkStringBuilder::ckDispose(sbRequestBody) CkStringBuilder::ckDispose(sbResponseBody) CkJsonObject::ckDispose(jResp) ProcedureReturn EndIf Debug "Response Body:" Debug CkJsonObject::ckEmit(jResp) ; Sample response body is shown below. ; Use this online tool to generate parsing code from sample JSON: ; Generate Parsing Code from JSON BlockType.s Height.s Left.s Top.s Width.s Id.s Confidence.s Text.s TextType.s j.i count_j.i X.s Y.s v_Type.s k.i count_k.i strVal.s DetectDocumentTextModelVersion.s = CkJsonObject::ckStringOf(jResp,"DetectDocumentTextModelVersion") Pages.i = CkJsonObject::ckIntOf(jResp,"DocumentMetadata.Pages") i.i = 0 count_i.i = CkJsonObject::ckSizeOfArray(jResp,"Blocks") While i < count_i CkJsonObject::setCkI(jResp, i) BlockType = CkJsonObject::ckStringOf(jResp,"Blocks[i].BlockType") Height = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.BoundingBox.Height") Left = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.BoundingBox.Left") Top = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.BoundingBox.Top") Width = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.BoundingBox.Width") Id = CkJsonObject::ckStringOf(jResp,"Blocks[i].Id") Confidence = CkJsonObject::ckStringOf(jResp,"Blocks[i].Confidence") Text = CkJsonObject::ckStringOf(jResp,"Blocks[i].Text") TextType = CkJsonObject::ckStringOf(jResp,"Blocks[i].TextType") j = 0 count_j = CkJsonObject::ckSizeOfArray(jResp,"Blocks[i].Geometry.Polygon") While j < count_j CkJsonObject::setCkJ(jResp, j) X = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.Polygon[j].X") Y = CkJsonObject::ckStringOf(jResp,"Blocks[i].Geometry.Polygon[j].Y") j = j + 1 Wend j = 0 count_j = CkJsonObject::ckSizeOfArray(jResp,"Blocks[i].Relationships") While j < count_j CkJsonObject::setCkJ(jResp, j) v_Type = CkJsonObject::ckStringOf(jResp,"Blocks[i].Relationships[j].Type") k = 0 count_k = CkJsonObject::ckSizeOfArray(jResp,"Blocks[i].Relationships[j].Ids") While k < count_k CkJsonObject::setCkK(jResp, k) strVal = CkJsonObject::ckStringOf(jResp,"Blocks[i].Relationships[j].Ids[k]") k = k + 1 Wend j = j + 1 Wend i = i + 1 Wend ; { ; "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, ; "Top": 0.27884912490844727, ; "Width": 0.15473271906375885 ; }, ; "Polygon": [ ; { ; "X": 0.3886687457561493, ; "Y": 0.27884912490844727 ; }, ; { ; "X": 0.5433574318885803, ; "Y": 0.2790408730506897 ; }, ; { ; "X": 0.543317437171936, ; "Y": 0.3606244921684265 ; }, ; { ; "X": 0.38862472772598267, ; "Y": 0.36042970418930054 ; } ; ] ; }, ; "Id": "0cefb90d-9771-4a62-b47b-f4653f5a5fdc", ; "Text": "was", ; "TextType": "PRINTED" ; }, ; { ; "BlockType": "WORD", ; "Confidence": 99.99311828613281, ; "Geometry": { ; "BoundingBox": { ; "Height": 0.12356647849082947, ; "Left": 0.5699390172958374, ; "Top": 0.2369067519903183, ; "Width": 0.13684332370758057 ; }, ; "Polygon": [ ; { ; "X": 0.5699985027313232, ; "Y": 0.2369067519903183 ; }, ; { ; "X": 0.706782341003418, ; "Y": 0.23707492649555206 ; }, ; { ; "X": 0.7067282199859619, ; "Y": 0.3604732155799866 ; }, ; { ; "X": 0.5699390172958374, ; 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"DocumentMetadata": { ; "Pages": 1 ; } ; } CkRest::ckDispose(rest) CkAuthAws::ckDispose(authAws) CkJsonObject::ckDispose(json) CkBinData::ckDispose(bdPng) CkStringBuilder::ckDispose(sbRequestBody) CkStringBuilder::ckDispose(sbResponseBody) CkJsonObject::ckDispose(jResp) ProcedureReturn EndProcedure |
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