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20.9537353515625, "Text": "04000008188928", "TextType": "PRINTED", "Geometry": {"BoundingBox": {"Width": 0.18897439539432526, "Height": 0.012542137876152992, "Left": 0.19262461364269257, "Top": 0.9046579003334045}, "Polygon": [{"X": 0.19262461364269257, "Y": 0.9080805778503418}, {"X": 0.38147473335266113, "Y": 0.9046579003334045}, {"X": 0.3815990090370178, "Y": 0.913741409778595}, {"X": 0.19275802373886108, "Y": 0.9172000288963318}]}, "Id": "a4b0e150-c321-47b9-b1b5-dc2176de89d7", "Page": 1}]} \ No newline at end of file diff --git a/tests/test_analyze_expense.py b/tests/test_analyze_expense.py index 5022b1ab..ffcacf07 100644 --- a/tests/test_analyze_expense.py +++ b/tests/test_analyze_expense.py @@ -41,7 +41,7 @@ def test_analyze_expense_from_path(self): self.assertEqual(len(document.expense_documents[0].summary_groups.VENDOR), 2) self.assertEqual(len(document.expense_documents[0].line_items_groups[0].to_pandas()), 4, "There are 4 line item in the receipts") - + def test_analyze_expense_from_image(self): # Testing local single image input if os.environ.get("CALL_TEXTRACT"): @@ -58,6 +58,39 @@ def test_analyze_expense_from_image(self): self.assertEqual(len(document.expense_documents[0].line_items_groups[0].to_pandas()), 4, "There are 4 line item in the receipts") + +class TestTextractorAnalyzeExpenseNoSummary(unittest.TestCase): + def setUp(self): + # insert credentials and filepaths here to run test + self.profile_name = "default" + self.current_directory = os.path.abspath(os.path.dirname(__file__)) + self.image_path = os.path.join(self.current_directory, "fixtures/receipt_no_summary.png") + + if self.profile_name is None: + raise InvalidProfileNameError( + "Textractor could not be initialized. Populate profile_name with a valid input in tests/test_textractor.py." + ) + if os.environ.get("CALL_TEXTRACT"): + self.extractor = Textractor( + profile_name=self.profile_name, kms_key_id="" + ) + + def test_analyze_expense_no_summary_fields(self): + """Correctly load expense line items where no summary fields were recognized + + Per: https://github.com/aws-samples/amazon-textract-textractor/issues/370 + """ + if os.environ.get("CALL_TEXTRACT"): + document = self.extractor.analyze_expense(file_source=self.image_path) + with open(get_fixture_path(), "w") as f: + json.dump(document.response, f) + else: + document = Document.open(get_fixture_path()) + + self.assertIsInstance(document, Document) + self.assertEqual(len(document.expense_documents), 1) + self.assertGreater(len(document.expense_documents[0].line_items_groups), 0) + if __name__ == "__main__": test = TestTextractorAnalyzeExpense() test.setUp() diff --git a/textractor/parsers/response_parser.py b/textractor/parsers/response_parser.py index 9f7aa563..a0f48d9d 100644 --- a/textractor/parsers/response_parser.py +++ b/textractor/parsers/response_parser.py @@ -1477,10 +1477,21 @@ def parser_analyze_expense_response(response): ] document = parse_document_api_response(response) for doc in response["ExpenseDocuments"]: - # FIXME - if len(doc["SummaryFields"]) == 0: + page_number = None + if len(doc["SummaryFields"]): + page_number = doc["SummaryFields"][0].get("PageNumber") + elif len(doc["LineItemGroups"]): + # A group must have at least one LineItem, and a LI must have at least one field: + first_field = doc["LineItemGroups"][0]["LineItems"][0]["LineItemExpenseFields"][0] + page_number = first_field.get("PageNumber") + if page_number is None: + logging.warning( + "Skipping parsing ExpenseDocument %s as its page number could not be determined" + % (doc["ExpenseIndex"],) + ) continue - page = document.pages[doc["SummaryFields"][0]["PageNumber"] - 1] + + page = document.pages[page_number - 1] summary_fields = [] for summary_field in doc["SummaryFields"]: summary_fields.append(create_expense_from_field(summary_field, page)) @@ -1525,7 +1536,7 @@ def parser_analyze_expense_response(response): page=page.page_num, ) expense_document.raw_object = doc - document.pages[summary_field["PageNumber"] - 1].expense_documents.append( + document.pages[page_number - 1].expense_documents.append( expense_document ) document.response = response