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(PowerShell) 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
Add-Type -Path "C:\chilkat\ChilkatDotNet47-9.5.0-x64\ChilkatDotNet47.dll" # This example assumes the Chilkat API to have been previously unlocked. # See Global Unlock Sample for sample code. $rest = New-Object Chilkat.Rest $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 = New-Object Chilkat.AuthAws $authAws.AccessKey = "AWS_ACCESS_KEY" $authAws.SecretKey = "AWS_SECRET_KEY" # the region should match our URL above.. $authAws.Region = "us-west-2" $authAws.ServiceName = "textract" $rest.SetAuthAws($authAws) # Use this online tool to generate code from sample JSON: # Generate Code to Create JSON $json = New-Object Chilkat.JsonObject # 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 = New-Object Chilkat.BinData $success = $bdPng.LoadFile("qa_data/png/image_with_text.png") if ($success -eq $false) { $("Failed to load PNG file.") 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 = New-Object Chilkat.StringBuilder $json.EmitSb($sbRequestBody) $sbResponseBody = New-Object Chilkat.StringBuilder $success = $rest.FullRequestSb("POST","/",$sbRequestBody,$sbResponseBody) if ($success -ne $true) { $($rest.LastErrorText) exit } $respStatusCode = $rest.ResponseStatusCode $("response status code = " + $respStatusCode) $jResp = New-Object Chilkat.JsonObject $jResp.EmitCompact = $false $jResp.LoadSb($sbResponseBody) if ($respStatusCode -ge 400) { $("Response Status Code = " + $respStatusCode) $("Response Header:") $($rest.ResponseHeader) $("Response Body:") $($jResp.Emit()) exit } $("Response Body:") $($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 -lt $count_i) { $jResp.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 -lt $count_j) { $jResp.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 -lt $count_j) { $jResp.J = $j $v_Type = $jResp.StringOf("Blocks[i].Relationships[j].Type") $k = 0 $count_k = $jResp.SizeOfArray("Blocks[i].Relationships[j].Ids") while ($k -lt $count_k) { $jResp.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, # "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, # "Y": 0.3603009879589081 # } # ] # }, # "Id": "b090e2a0-59cb-483a-8489-eb7367c3ec42", # "Text": "the", # "TextType": "PRINTED" # }, # { # "BlockType": "WORD", # "Confidence": 99.92478942871094, # "Geometry": { # "BoundingBox": { # "Height": 0.09358794242143631, # "Left": 0.7283655405044556, # "Top": 0.26839619874954224, # "Width": 0.23684848845005035 # }, # "Polygon": [ # { # "X": 0.7284058332443237, # "Y": 0.26839619874954224 # }, # { # "X": 0.9652140140533447, # "Y": 0.2686891257762909 # }, # { # "X": 0.9651807546615601, # "Y": 0.36198413372039795 # }, # { # "X": 0.7283655405044556, # "Y": 0.3616859018802643 # } # ] # }, # "Id": "584e024d-cdb8-4991-964a-a6c00a219b4d", # "Text": "worst", # "TextType": "PRINTED" # }, # { # "BlockType": "WORD", # "Confidence": 99.9924087524414, # "Geometry": { # "BoundingBox": { # "Height": 0.12504424154758453, # "Left": 0.023733235895633698, # "Top": 0.42446625232696533, # "Width": 0.09820675849914551 # }, # "Polygon": [ # { # "X": 0.023815063759684563, # 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