{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Using AnalyzeExpense\n", "\n", "Textract AnalyzeExpense is an API dedicated to processing Invoice and Receipts documents. It is available as a synchronous or asynchronous API.\n", "\n", "## Installation\n", "\n", "To begin, install the amazon-textract-textractor package using pip.\n", "\n", "`pip install amazon-textract-textractor`\n", "\n", "There are various sets of dependencies available to tailor your installation to your use case. The base package will have sensible default, but you may want to install the PDF extra dependencies if you workflow uses PDFs with `pip install amazon-textract-textractor[pdfium]`. You can read more on extra dependencies in the" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "from textractor import Textractor\n", "\n", "extractor = Textractor(profile_name=\"default\")\n", "\n", "document = extractor.analyze_expense(\n", " file_source=\"../../../tests/fixtures/invoice.png\",\n", " save_image=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "document.visualize(with_words=False)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "This document holds the following data:\n", "Pages - 1\n", "Words - 98\n", "Lines - 48\n", "Key-values - 0\n", "Checkboxes - 0\n", "Tables - 0\n", "Queries - 0\n", "Signatures - 0\n", "Identity Documents - 0\n", "Expense Documents - 1" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "document" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parsing the output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The AnalyzeExpense API output is captured in the `expense_documents` entity list on the main document. There are two main components that make up an expense document:\n", "- The first one is the summary fields. These are Key Value pairs which are normalized to a list of specific fields. They are different than traditional key values because the key is optional. They also have a normalized type. The full list of which can be found in the API or in the `data.constants` file" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from textractor.data.constants import AnalyzeExpenseFields, AnalyzeExpenseFieldsGroup, AnalyzeExpenseLineItemFields" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Summary fields: 20\n", "Line Item Groups: index 1: 3 rows" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expense_doc = document.expense_documents[0]\n", "expense_doc" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ADDRESS:\n", " ADDRESS (BILL TO): John Smith\\n2 Court Square\\nNew York, NY 12210\n", " ADDRESS (SHIP TO): John Smith\\n3787 Pineview Drive\\nCambridge, MA 12210\n", " ADDRESS (FROM): East Repair Inc.\\n1912 Harvest Lane\\nNew York, NY 12210\n", "STREET:\n", " STREET: 2 Court Square\n", " STREET: 3787 Pineview Drive\n", " STREET: 1912 Harvest Lane\n", "CITY:\n", " CITY: New York,\n", " CITY: Cambridge,\n", " CITY: New York,\n", "STATE:\n", " STATE: NY\n", " STATE: MA\n", " STATE: NY\n", "ZIP_CODE:\n", " ZIP_CODE: 12210\n", " ZIP_CODE: 12210\n", " ZIP_CODE: 12210\n", "NAME:\n", " NAME: John Smith\n", " NAME: John Smith\n", " NAME: East Repair Inc.\n", " NAME (Please make checks payable to:): East Repair Inc.\n", " NAME: LOGO\n", "ADDRESS_BLOCK:\n", " ADDRESS_BLOCK: 2 Court Square\\nNew York, NY 12210\n", " ADDRESS_BLOCK: 3787 Pineview Drive\\nCambridge, MA 12210\n", " ADDRESS_BLOCK: 1912 Harvest Lane\\nNew York, NY 12210\n", "DUE_DATE:\n", " DUE_DATE (DUE DATE): 26/02/2019\n", "INVOICE_RECEIPT_DATE:\n", " INVOICE_RECEIPT_DATE (INVOICE DATE): 11/02/2019\n", "INVOICE_RECEIPT_ID:\n", " INVOICE_RECEIPT_ID (INVOICE #): US-001\n", "PO_NUMBER:\n", " PO_NUMBER (P.O. #): 2312/2019\n", "PAYMENT_TERMS:\n", " PAYMENT_TERMS (TERMS & CONDITIONS): Payment is due within 15 days\n", "RECEIVER_ADDRESS:\n", " RECEIVER_ADDRESS (BILL TO): John Smith\\n2 Court Square\\nNew York, NY 12210\n", " RECEIVER_ADDRESS (SHIP TO): John Smith\\n3787 Pineview Drive\\nCambridge, MA 12210\n", "RECEIVER_NAME:\n", " RECEIVER_NAME: John Smith\n", " RECEIVER_NAME: John Smith\n", "SUBTOTAL:\n", " SUBTOTAL (Subtotal): 145.00 [USD]\n", "TAX:\n", " TAX (Sales Tax 6.25%): 9.06 [USD]\n", "TOTAL:\n", " TOTAL (TOTAL): $154.06 [USD]\n", "VENDOR_ADDRESS:\n", " VENDOR_ADDRESS (FROM): East Repair Inc.\\n1912 Harvest Lane\\nNew York, NY 12210\n", "VENDOR_NAME:\n", " VENDOR_NAME (Please make checks payable to:): East Repair Inc.\n", " VENDOR_NAME: East Repair Inc.\n", " VENDOR_NAME: LOGO\n", "OTHER:\n", " OTHER (Sales Tax): 6.25%" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expense_doc.summary_fields" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The summary fields are also further grouped in semantic groups. For example, there can be several RECEIVER_ADDRESS, one for shipping and one for billing.\n", "They are accessed in the following property:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "RECEIVER_BILL_TO: \n", " ADDRESS (BILL TO): John Smith\\n2 Court Square\\nNew York, NY 12210\n", " STREET: 2 Court Square\n", " CITY: New York,\n", " STATE: NY\n", " ZIP_CODE: 12210\n", " NAME: John Smith\n", " ADDRESS_BLOCK: 2 Court Square\\nNew York, NY 12210\n", "\n", "\n", "RECEIVER_SHIP_TO: \n", " ADDRESS (SHIP TO): John Smith\\n3787 Pineview Drive\\nCambridge, MA 12210\n", " STREET: 3787 Pineview Drive\n", " CITY: Cambridge,\n", " STATE: MA\n", " ZIP_CODE: 12210\n", " NAME: John Smith\n", " ADDRESS_BLOCK: 3787 Pineview Drive\\nCambridge, MA 12210\n", "\n", "\n", "VENDOR: \n", " ADDRESS (FROM): East Repair Inc.\\n1912 Harvest Lane\\nNew York, NY 12210\n", " STREET: 1912 Harvest Lane\n", " CITY: New York,\n", " STATE: NY\n", " ZIP_CODE: 12210\n", " NAME: East Repair Inc.\n", " ADDRESS_BLOCK: 1912 Harvest Lane\\nNew York, NY 12210\n", "\n", " NAME (Please make checks payable to:): East Repair Inc.\n", "\n", " NAME: LOGO\n", "\n" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expense_doc.summary_groups" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- The second main component of the analyze expense output are the line item groups" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[|QUANTITY: 1 | ITEM: Front and rear brake cables | UNIT_PRICE: 100.00 | PRICE: 100.00 | EXPENSE_ROW: 1 Front and rear brake cables 100.00 100.00 | \n", " |QUANTITY: 2 | ITEM: New set of pedal arms | UNIT_PRICE: 15.00 | PRICE: 30.00 | EXPENSE_ROW: 2 New set of pedal arms 15.00 30.00 | \n", " |QUANTITY: 3 | ITEM: Labor 3hrs | UNIT_PRICE: 5.00 | PRICE: 15.00 | EXPENSE_ROW: 3 Labor 3hrs 5.00 15.00 | ]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expense_doc.line_items_groups" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ITEMPRICEPRODUCT_CODEQUANTITYUNIT_PRICE
0Front and rear brake cables100.001100.00
1New set of pedal arms30.00215.00
2Labor 3hrs15.0035.00
\n", "
" ], "text/plain": [ " ITEM PRICE PRODUCT_CODE QUANTITY UNIT_PRICE\n", "0 Front and rear brake cables 100.00 1 100.00\n", "1 New set of pedal arms 30.00 2 15.00\n", "2 Labor 3hrs 15.00 3 5.00" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expense_doc.line_items_groups[0].to_pandas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are also summary fields that are normalized across these 5 fields." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }