Azure AI services - Extract form data in Document Intelligence Studio

Azure AI services - Extract form data in Document Intelligence Studio:

C# Code:

using Azure;
using Azure.AI.DocumentIntelligence;
 
public class Program
{
    public static async Task Main(string[] args)
    {
        string endpoint = "https://dir1.cognitiveservices.azure.com/"; // "YOUR_FORM_RECOGNIZER_ENDPOINT";
        string apiKey = "60c7be9d64fa32764c98b6xbx8x9xd6"; //"YOUR_FORM_RECOGNIZER_KEY";
        AzureKeyCredential credential = new AzureKeyCredential(apiKey);
        DocumentIntelligenceClient client = new DocumentIntelligenceClient(new Uri(endpoint), credential);
        Uri receiptUri = new Uri("https://raw.githubusercontent.com/Azure/azure-sdk-for-python/main/sdk/formrecognizer/azure-ai-formrecognizer/tests/sample_forms/receipt/contoso-receipt.png");
        Operation<AnalyzeResult> operation = await client.AnalyzeDocumentAsync(WaitUntil.Completed, "prebuilt-receipt", receiptUri);
        AnalyzeResult receipts = operation.Value;
        foreach (AnalyzedDocument receipt in receipts.Documents)
        {
            if (receipt.Fields.TryGetValue("MerchantName", out DocumentField merchantNameField))
            {
                if (merchantNameField.FieldType == DocumentFieldType.String)
                {
                    string merchantName = merchantNameField.ValueString;
                    Console.WriteLine($"Merchant Name: '{merchantName}', with confidence {merchantNameField.Confidence}");
                }
            }
            if (receipt.Fields.TryGetValue("TransactionDate", out DocumentField transactionDateField))
            {
                if (transactionDateField.FieldType == DocumentFieldType.Date)
                {
                    DateTimeOffset? transactionDate = transactionDateField.ValueDate;
                    Console.WriteLine($"Transaction Date: '{transactionDate}', with confidence {transactionDateField.Confidence}");
                }
            }
            if (receipt.Fields.TryGetValue("Items", out DocumentField itemsField))
            {
                if (itemsField.FieldType == DocumentFieldType.List)
                {
                    foreach (DocumentField itemField in itemsField.ValueList)
                    {
                        Console.WriteLine("Item:");
                        if (itemField.FieldType == DocumentFieldType.Dictionary)
                        {
                            IReadOnlyDictionary<string, DocumentField> itemFields = itemField.ValueDictionary;
                            if (itemFields.TryGetValue("Description", out DocumentField itemDescriptionField))
                            {
                                if (itemDescriptionField.FieldType == DocumentFieldType.String)
                                {
                                    string itemDescription = itemDescriptionField.ValueString;
 
                                    Console.WriteLine($"  Description: '{itemDescription}', with confidence {itemDescriptionField.Confidence}");
                                }
                            }
                            if (itemFields.TryGetValue("TotalPrice", out DocumentField itemTotalPriceField))
                            {
                                if (itemTotalPriceField.FieldType == DocumentFieldType.Currency)
                                {
                                    double? itemTotalPrice = itemTotalPriceField.ValueCurrency.Amount;
                                    Console.WriteLine($"  Total Price: '{itemTotalPrice}', with confidence {itemTotalPriceField.Confidence}");
                                }
                            }
                        }
                    }
                }
            }
            if (receipt.Fields.TryGetValue("Total", out DocumentField totalField))
            {
                if (totalField.FieldType == DocumentFieldType.Currency)
                {
                    double total = totalField.ValueCurrency.Amount;
 
                    Console.WriteLine($"Total: '{total}', with confidence '{totalField.Confidence}'");
                }
            }
        }
        Console.ReadKey();
    }
}

Output:

Python Code:

# pip install azure-ai-documentintelligence==1.0.0b4
 
from azure.core.credentials import AzureKeyCredential
from azure.ai.documentintelligence import DocumentIntelligenceClient
from azure.ai.documentintelligence.models import AnalyzeDocumentRequest
 
endpoint = "https://documentintelligence1.cognitiveservices.azure.com/"
key = "8ajYtpyzoJtV0bddxOpfZkmooJJQQJ99BAACYeBjFXJ3w3AAALACOGwbWr"
 
url = "https://raw.githubusercontent.com/Azure/azure-sdk-for-python/main/sdk/formrecognizer/azure-ai-formrecognizer/tests/sample_forms/receipt/contoso-receipt.png"
 
document_intelligence_client = DocumentIntelligenceClient(
    endpoint = endpoint, credential = AzureKeyCredential(key)
)
 
poller = document_intelligence_client.begin_analyze_document(
    "prebuilt-receipt", AnalyzeDocumentRequest(url_source = url)
)
receipts = poller.result()
 
for idx, receipt in enumerate(receipts.documents):
    print("--------Recognizing receipt #{}--------".format(idx + 1))
    receipt_type = receipt.doc_type
    if receipt_type:
        print(
            "Receipt Type: {}".format(receipt_type)
        )
    merchant_name = receipt.fields.get("MerchantName")
    if merchant_name:
        print(
            "Merchant Name: {} has confidence: {}".format(
                merchant_name.value_string, merchant_name.confidence
            )
        )
    transaction_date = receipt.fields.get("TransactionDate")
    if transaction_date:
        print(
            "Transaction Date: {} has confidence: {}".format(
                transaction_date.value_date, transaction_date.confidence
            )
        )
    if receipt.fields.get("Items"):
        print("Receipt items:")
        for idx, item in enumerate(receipt.fields.get("Items").value_array):
            print("...Item #{}".format(idx + 1))
            item_description = item.value_object.get("Description")
            if item_description:
                print(
                    "......Item Description: {} has confidence: {}".format(
                        item_description.value_string, item_description.confidence
                    )
                )
            item_quantity = item.value_object.get("Quantity")
            if item_quantity:
                print(
                    "......Item Quantity: {} has confidence: {}".format(
                        item_quantity.value_number, item_quantity.confidence
                    )
                )
            item_price = item.value_object.get("Price")
            if item_price:
                print(
                    "......Individual Item Price: {} has confidence: {}".format(
                        item_price.value_currency.amount, item_price.confidence
                    )
                )
            item_total_price = item.value_object.get("TotalPrice")
            if item_total_price:
                print(
                    "......Total Item Price: {} has confidence: {}".format(
                        item_total_price.value_currency.amount, item_total_price.confidence
                    )
                )
    subtotal = receipt.fields.get("Subtotal")
    if subtotal:
        print(
            "Subtotal: {} has confidence: {}".format(
                subtotal.value_currency.amount, subtotal.confidence
            )
        )
    tax = receipt.fields.get("TotalTax")
    if tax:
        print("Tax: {} has confidence: {}".format(tax.value_currency.amount, tax.confidence))
    tip = receipt.fields.get("Tip")
    if tip:
        print("Tip: {} has confidence: {}".format(tip.value_currency.amount, tip.confidence))
    total = receipt.fields.get("Total")
    if total:
        print("Total: {} has confidence: {}".format(total.value_currency.amount, total.confidence))
    print("--------------------------------------")
 
OutPut: