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(SQL Server) Google Cloud Vision Text DetectionDemonstrates calling the Google Cloud Vision for text detection (performs Optical Character Recognition). "Detects and extracts text within an image with support for a broad range of languages. It also features automatic language identification." See https://cloud.google.com/vision/docs/detecting-text
-- Important: See this note about string length limitations for strings returned by sp_OAMethod calls. -- CREATE PROCEDURE ChilkatSample AS BEGIN DECLARE @hr int DECLARE @iTmp0 int -- Important: Do not use nvarchar(max). See the warning about using nvarchar(max). DECLARE @sTmp0 nvarchar(4000) -- This example requires the Chilkat API to have been previously unlocked. -- See Global Unlock Sample for sample code. -- Build the following request: -- { -- "requests": [ -- { -- "image": { -- "content": "/9j/7QBEUGhvdG9zaG9...base64-encoded-image-content...fXNWzvDEeYxxxzj/Coa6Bax//Z" -- }, -- "features": [ -- { -- "type": "TEXT_DETECTION" -- } -- ] -- } -- ] -- } -- Use this online tool to generate the code from sample JSON: -- Generate Code to Create JSON -- Load an image file. DECLARE @imageData int -- Use "Chilkat_9_5_0.BinData" for versions of Chilkat < 10.0.0 EXEC @hr = sp_OACreate 'Chilkat.BinData', @imageData OUT IF @hr <> 0 BEGIN PRINT 'Failed to create ActiveX component' RETURN END -- This image file contains some text... DECLARE @success int EXEC sp_OAMethod @imageData, 'LoadFile', @success OUT, 'qa_data/jpg/text.jpg' IF @success <> 1 BEGIN PRINT 'Failed to load image file.' EXEC @hr = sp_OADestroy @imageData RETURN END -- Create the above JSON. DECLARE @json int -- Use "Chilkat_9_5_0.JsonObject" for versions of Chilkat < 10.0.0 EXEC @hr = sp_OACreate 'Chilkat.JsonObject', @json OUT EXEC sp_OAMethod @json, 'UpdateBd', @success OUT, 'requests[0].image.content', 'base64', @imageData EXEC sp_OAMethod @json, 'UpdateString', @success OUT, 'requests[0].features[0].type', 'TEXT_DETECTION' -- Send the following POST with the HTTP request body containing the above JSON. -- POST https://vision.googleapis.com/v1/images:annotate?key=YOUR_API_KEY DECLARE @http int -- Use "Chilkat_9_5_0.Http" for versions of Chilkat < 10.0.0 EXEC @hr = sp_OACreate 'Chilkat.Http', @http OUT EXEC sp_OASetProperty @http, 'SessionLogFilename', 'c:/aaworkarea/sessionLog.txt' DECLARE @sb int -- Use "Chilkat_9_5_0.StringBuilder" for versions of Chilkat < 10.0.0 EXEC @hr = sp_OACreate 'Chilkat.StringBuilder', @sb OUT DECLARE @url nvarchar(4000) SELECT @url = 'https://vision.googleapis.com/v1/images:annotate?key=YOUR_API_KEY' DECLARE @resp int EXEC sp_OAMethod @http, 'PostJson3', @resp OUT, @url, 'application/json', @json EXEC sp_OAGetProperty @http, 'LastMethodSuccess', @iTmp0 OUT IF @iTmp0 <> 1 BEGIN EXEC sp_OAGetProperty @http, 'LastErrorText', @sTmp0 OUT PRINT @sTmp0 EXEC @hr = sp_OADestroy @imageData EXEC @hr = sp_OADestroy @json EXEC @hr = sp_OADestroy @http EXEC @hr = sp_OADestroy @sb RETURN END EXEC sp_OAGetProperty @resp, 'StatusCode', @iTmp0 OUT PRINT 'status = ' + @iTmp0 -- A 200 response status indicate success. EXEC sp_OAGetProperty @resp, 'StatusCode', @iTmp0 OUT IF @iTmp0 <> 200 BEGIN EXEC sp_OAGetProperty @resp, 'BodyStr', @sTmp0 OUT PRINT @sTmp0 PRINT 'Failed.' EXEC @hr = sp_OADestroy @resp EXEC @hr = sp_OADestroy @imageData EXEC @hr = sp_OADestroy @json EXEC @hr = sp_OADestroy @http EXEC @hr = sp_OADestroy @sb RETURN END DECLARE @sbResponseBody int -- Use "Chilkat_9_5_0.StringBuilder" for versions of Chilkat < 10.0.0 EXEC @hr = sp_OACreate 'Chilkat.StringBuilder', @sbResponseBody OUT EXEC sp_OAMethod @resp, 'GetBodySb', @success OUT, @sbResponseBody EXEC sp_OAMethod @sbResponseBody, 'WriteFile', @success OUT, 'qa_output/textDetectResponse.json', 'utf-8', 0 EXEC sp_OAMethod @json, 'LoadSb', @success OUT, @sbResponseBody -- The response is a JSON document like this: -- Use this online tool to generate parsing code from sample JSON: -- Generate Parsing Code from JSON -- { -- "responses": [ -- { -- "textAnnotations": [ -- { -- "locale": "en", -- "description": "Chilkat is a cross-language, cross-platform\nAPl providing 90+ classes for many Internet\nprotocols, formats, and algorithms.\n", -- "boundingPoly": { -- "vertices": [ -- { -- "x": 17, -- "y": 14 -- }, -- ... -- ] -- } -- ], -- "text": "Chilkat is a cross-language, cross-platform\nAPl providing 90+ classes for many Internet\nprotocols, formats, and algorithms.\n" -- } -- } -- ] -- } -- The parsing code generated from the online tool: DECLARE @i int DECLARE @count_i int DECLARE @fullTextAnnotationText nvarchar(4000) DECLARE @j int DECLARE @count_j int DECLARE @locale nvarchar(4000) DECLARE @description nvarchar(4000) DECLARE @k int DECLARE @count_k int DECLARE @x int DECLARE @y int DECLARE @width int DECLARE @height int DECLARE @languageCode nvarchar(4000) DECLARE @blockType nvarchar(4000) DECLARE @i1 int DECLARE @count_i1 int DECLARE @json1 int DECLARE @j1 int DECLARE @count_j1 int DECLARE @k1 int DECLARE @count_k1 int DECLARE @text nvarchar(4000) DECLARE @propertyDetectedBreakType nvarchar(4000) DECLARE @i2 int DECLARE @count_i2 int DECLARE @json2 int SELECT @i = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_i OUT, 'responses' WHILE @i < @count_i BEGIN EXEC sp_OASetProperty @json, 'I', @i EXEC sp_OAMethod @json, 'StringOf', @fullTextAnnotationText OUT, 'responses[i].fullTextAnnotation.text' SELECT @j = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_j OUT, 'responses[i].textAnnotations' WHILE @j < @count_j BEGIN EXEC sp_OASetProperty @json, 'J', @j EXEC sp_OAMethod @json, 'StringOf', @locale OUT, 'responses[i].textAnnotations[j].locale' EXEC sp_OAMethod @json, 'StringOf', @description OUT, 'responses[i].textAnnotations[j].description' SELECT @k = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_k OUT, 'responses[i].textAnnotations[j].boundingPoly.vertices' WHILE @k < @count_k BEGIN EXEC sp_OASetProperty @json, 'K', @k EXEC sp_OAMethod @json, 'IntOf', @x OUT, 'responses[i].textAnnotations[j].boundingPoly.vertices[k].x' EXEC sp_OAMethod @json, 'IntOf', @y OUT, 'responses[i].textAnnotations[j].boundingPoly.vertices[k].y' SELECT @k = @k + 1 END SELECT @j = @j + 1 END SELECT @j = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_j OUT, 'responses[i].fullTextAnnotation.pages' WHILE @j < @count_j BEGIN EXEC sp_OASetProperty @json, 'J', @j EXEC sp_OAMethod @json, 'IntOf', @width OUT, 'responses[i].fullTextAnnotation.pages[j].width' EXEC sp_OAMethod @json, 'IntOf', @height OUT, 'responses[i].fullTextAnnotation.pages[j].height' SELECT @k = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_k OUT, 'responses[i].fullTextAnnotation.pages[j].property.detectedLanguages' WHILE @k < @count_k BEGIN EXEC sp_OASetProperty @json, 'K', @k EXEC sp_OAMethod @json, 'StringOf', @languageCode OUT, 'responses[i].fullTextAnnotation.pages[j].property.detectedLanguages[k].languageCode' SELECT @k = @k + 1 END SELECT @k = 0 EXEC sp_OAMethod @json, 'SizeOfArray', @count_k OUT, 'responses[i].fullTextAnnotation.pages[j].blocks' WHILE @k < @count_k BEGIN EXEC sp_OASetProperty @json, 'K', @k EXEC sp_OAMethod @json, 'StringOf', @blockType OUT, 'responses[i].fullTextAnnotation.pages[j].blocks[k].blockType' EXEC sp_OAMethod @json, 'ObjectOf', @json1 OUT, 'responses[i].fullTextAnnotation.pages[j].blocks[k]' SELECT @i1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_i1 OUT, 'property.detectedLanguages' WHILE @i1 < @count_i1 BEGIN EXEC sp_OASetProperty @json1, 'I', @i1 EXEC sp_OAMethod @json1, 'StringOf', @languageCode OUT, 'property.detectedLanguages[i].languageCode' SELECT @i1 = @i1 + 1 END EXEC @hr = sp_OADestroy @json1 EXEC sp_OAMethod @json, 'ObjectOf', @json1 OUT, 'responses[i].fullTextAnnotation.pages[j].blocks[k]' SELECT @i1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_i1 OUT, 'boundingBox.vertices' WHILE @i1 < @count_i1 BEGIN EXEC sp_OASetProperty @json1, 'I', @i1 EXEC sp_OAMethod @json1, 'IntOf', @x OUT, 'boundingBox.vertices[i].x' EXEC sp_OAMethod @json1, 'IntOf', @y OUT, 'boundingBox.vertices[i].y' SELECT @i1 = @i1 + 1 END EXEC @hr = sp_OADestroy @json1 EXEC sp_OAMethod @json, 'ObjectOf', @json1 OUT, 'responses[i].fullTextAnnotation.pages[j].blocks[k]' SELECT @i1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_i1 OUT, 'paragraphs' WHILE @i1 < @count_i1 BEGIN EXEC sp_OASetProperty @json1, 'I', @i1 SELECT @j1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_j1 OUT, 'paragraphs[i].property.detectedLanguages' WHILE @j1 < @count_j1 BEGIN EXEC sp_OASetProperty @json1, 'J', @j1 EXEC sp_OAMethod @json1, 'StringOf', @languageCode OUT, 'paragraphs[i].property.detectedLanguages[j].languageCode' SELECT @j1 = @j1 + 1 END SELECT @j1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_j1 OUT, 'paragraphs[i].boundingBox.vertices' WHILE @j1 < @count_j1 BEGIN EXEC sp_OASetProperty @json1, 'J', @j1 EXEC sp_OAMethod @json1, 'IntOf', @x OUT, 'paragraphs[i].boundingBox.vertices[j].x' EXEC sp_OAMethod @json1, 'IntOf', @y OUT, 'paragraphs[i].boundingBox.vertices[j].y' SELECT @j1 = @j1 + 1 END SELECT @j1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_j1 OUT, 'paragraphs[i].words' WHILE @j1 < @count_j1 BEGIN EXEC sp_OASetProperty @json1, 'J', @j1 SELECT @k1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_k1 OUT, 'paragraphs[i].words[j].property.detectedLanguages' WHILE @k1 < @count_k1 BEGIN EXEC sp_OASetProperty @json1, 'K', @k1 EXEC sp_OAMethod @json1, 'StringOf', @languageCode OUT, 'paragraphs[i].words[j].property.detectedLanguages[k].languageCode' SELECT @k1 = @k1 + 1 END SELECT @k1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_k1 OUT, 'paragraphs[i].words[j].boundingBox.vertices' WHILE @k1 < @count_k1 BEGIN EXEC sp_OASetProperty @json1, 'K', @k1 EXEC sp_OAMethod @json1, 'IntOf', @x OUT, 'paragraphs[i].words[j].boundingBox.vertices[k].x' EXEC sp_OAMethod @json1, 'IntOf', @y OUT, 'paragraphs[i].words[j].boundingBox.vertices[k].y' SELECT @k1 = @k1 + 1 END SELECT @k1 = 0 EXEC sp_OAMethod @json1, 'SizeOfArray', @count_k1 OUT, 'paragraphs[i].words[j].symbols' WHILE @k1 < @count_k1 BEGIN EXEC sp_OASetProperty @json1, 'K', @k1 EXEC sp_OAMethod @json1, 'StringOf', @text OUT, 'paragraphs[i].words[j].symbols[k].text' EXEC sp_OAMethod @json1, 'StringOf', @propertyDetectedBreakType OUT, 'paragraphs[i].words[j].symbols[k].property.detectedBreak.type' EXEC sp_OAMethod @json1, 'ObjectOf', @json2 OUT, 'paragraphs[i].words[j].symbols[k]' SELECT @i2 = 0 EXEC sp_OAMethod @json2, 'SizeOfArray', @count_i2 OUT, 'property.detectedLanguages' WHILE @i2 < @count_i2 BEGIN EXEC sp_OASetProperty @json2, 'I', @i2 EXEC sp_OAMethod @json2, 'StringOf', @languageCode OUT, 'property.detectedLanguages[i].languageCode' SELECT @i2 = @i2 + 1 END EXEC @hr = sp_OADestroy @json2 EXEC sp_OAMethod @json1, 'ObjectOf', @json2 OUT, 'paragraphs[i].words[j].symbols[k]' SELECT @i2 = 0 EXEC sp_OAMethod @json2, 'SizeOfArray', @count_i2 OUT, 'boundingBox.vertices' WHILE @i2 < @count_i2 BEGIN EXEC sp_OASetProperty @json2, 'I', @i2 EXEC sp_OAMethod @json2, 'IntOf', @x OUT, 'boundingBox.vertices[i].x' EXEC sp_OAMethod @json2, 'IntOf', @y OUT, 'boundingBox.vertices[i].y' SELECT @i2 = @i2 + 1 END EXEC @hr = sp_OADestroy @json2 SELECT @k1 = @k1 + 1 END SELECT @j1 = @j1 + 1 END SELECT @i1 = @i1 + 1 END EXEC @hr = sp_OADestroy @json1 SELECT @k = @k + 1 END SELECT @j = @j + 1 END SELECT @i = @i + 1 END EXEC @hr = sp_OADestroy @resp PRINT 'Success.' EXEC @hr = sp_OADestroy @imageData EXEC @hr = sp_OADestroy @json EXEC @hr = sp_OADestroy @http EXEC @hr = sp_OADestroy @sb EXEC @hr = sp_OADestroy @sbResponseBody END GO |
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