AzureSearchOCRwithKeywordExtraction.Program.Main C# (CSharp) Method

        static void Main(string[] args)
        {
            var searchPath = "pdf";
            var outPath = "image";

            // Note, this will create a new Azure Search Index for the OCR text
            Console.WriteLine("Creating Azure Search index...");
            AzureSearch.CreateIndex(serviceClient, indexName);

            // Creating an image directory
            if (Directory.Exists(outPath) == false)
                Directory.CreateDirectory(outPath);

            foreach (var filename in Directory.GetFiles(searchPath, "*.pdf", SearchOption.TopDirectoryOnly))
            {
                Console.WriteLine("Extracting images from {0} \r\n", System.IO.Path.GetFileName(filename));
                var images = PdfImageExtractor.ExtractImages(filename);
                Console.WriteLine("{0} images found.", images.Count);
                Console.WriteLine();

                var directory = System.IO.Path.GetDirectoryName(filename);
                foreach (var name in images.Keys)
                {
                    //if there is a filetype save the file
                    if (name.LastIndexOf(".") + 1 != name.Length)
                        images[name].Save(System.IO.Path.Combine(outPath, name));
                }

                // Read in all the images and convert to text creating one big text string
                string ocrText = string.Empty;
                Console.WriteLine("Extracting text from image... \r\n");
                foreach (var imagefilename in Directory.GetFiles(outPath))
                {
                    OcrResults ocr = vision.RecognizeText(imagefilename);
                    ocrText += vision.GetRetrieveText(ocr);
                    File.Delete(imagefilename);
                }

                // Taking the ocrText we will now apply the Machine Learning Text Extraction to 
                // retrieve only the key phrases
                Console.WriteLine("Extracting key phrases from processed text... \r\n");
                KeyPhraseResult keyPhraseResult = TextExtraction.ProcessText(ocrText);

                // Take the resulting orcText and upload to a new Azure Search Index
                // It is highly recommended that you upload documents in batches rather 
                // individually like is done here
                if (ocrText.Length > 0)
                {
                    Console.WriteLine("Uploading extracted text to Azure Search...\r\n");
                    string fileNameOnly = System.IO.Path.GetFileName(filename);
                    string fileId = System.Convert.ToBase64String(System.Text.Encoding.UTF8.GetBytes(fileNameOnly));
                    AzureSearch.UploadDocuments(indexClient, fileId, fileNameOnly, ocrText, keyPhraseResult);
                }

            }

            // Execute a test search 
            Console.WriteLine("Execute Search...");
            AzureSearch.SearchDocuments(indexClient, "Azure Search");

            Console.WriteLine("All done.  Press any key to continue.");
            Console.ReadLine();

        }
    }