# # Copyright 2025 The InfiniFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # """ Unit tests for Raptor utility functions. """ import pytest from rag.utils.raptor_utils import ( is_structured_file_type, is_tabular_pdf, should_skip_raptor, get_skip_reason, EXCEL_EXTENSIONS, CSV_EXTENSIONS, STRUCTURED_EXTENSIONS ) class TestIsStructuredFileType: """Test file type detection for structured data""" @pytest.mark.parametrize("file_type,expected", [ (".xlsx", True), (".xls", True), (".xlsm", True), (".xlsb", True), (".csv", True), (".tsv", True), ("xlsx", True), # Without leading dot ("XLSX", True), # Uppercase (".pdf", False), (".docx", False), (".txt", False), ("", False), (None, False), ]) def test_file_type_detection(self, file_type, expected): """Test detection of various file types""" assert is_structured_file_type(file_type) == expected def test_excel_extensions_defined(self): """Test that Excel extensions are properly defined""" assert ".xlsx" in EXCEL_EXTENSIONS assert ".xls" in EXCEL_EXTENSIONS assert len(EXCEL_EXTENSIONS) >= 4 def test_csv_extensions_defined(self): """Test that CSV extensions are properly defined""" assert ".csv" in CSV_EXTENSIONS assert ".tsv" in CSV_EXTENSIONS def test_structured_extensions_combined(self): """Test that structured extensions include both Excel and CSV""" assert EXCEL_EXTENSIONS.issubset(STRUCTURED_EXTENSIONS) assert CSV_EXTENSIONS.issubset(STRUCTURED_EXTENSIONS) class TestIsTabularPDF: """Test tabular PDF detection""" def test_table_parser_detected(self): """Test that table parser is detected as tabular""" assert is_tabular_pdf("table", {}) is True assert is_tabular_pdf("TABLE", {}) is True def test_html4excel_detected(self): """Test that html4excel config is detected as tabular""" assert is_tabular_pdf("naive", {"html4excel": True}) is True assert is_tabular_pdf("", {"html4excel": True}) is True def test_non_tabular_pdf(self): """Test that non-tabular PDFs are not detected""" assert is_tabular_pdf("naive", {}) is False assert is_tabular_pdf("naive", {"html4excel": False}) is False assert is_tabular_pdf("", {}) is False def test_combined_conditions(self): """Test combined table parser and html4excel""" assert is_tabular_pdf("table", {"html4excel": True}) is True assert is_tabular_pdf("table", {"html4excel": False}) is True class TestShouldSkipRaptor: """Test Raptor skip logic""" def test_skip_excel_files(self): """Test that Excel files skip Raptor""" assert should_skip_raptor(".xlsx") is True assert should_skip_raptor(".xls") is True assert should_skip_raptor(".xlsm") is True def test_skip_csv_files(self): """Test that CSV files skip Raptor""" assert should_skip_raptor(".csv") is True assert should_skip_raptor(".tsv") is True def test_skip_tabular_pdf_with_table_parser(self): """Test that tabular PDFs skip Raptor""" assert should_skip_raptor(".pdf", parser_id="table") is True assert should_skip_raptor("pdf", parser_id="TABLE") is True def test_skip_tabular_pdf_with_html4excel(self): """Test that PDFs with html4excel skip Raptor""" assert should_skip_raptor(".pdf", parser_config={"html4excel": True}) is True def test_dont_skip_regular_pdf(self): """Test that regular PDFs don't skip Raptor""" assert should_skip_raptor(".pdf", parser_id="naive") is False assert should_skip_raptor(".pdf", parser_config={}) is False def test_dont_skip_text_files(self): """Test that text files don't skip Raptor""" assert should_skip_raptor(".txt") is False assert should_skip_raptor(".docx") is False assert should_skip_raptor(".md") is False def test_override_with_config(self): """Test that auto-disable can be overridden""" raptor_config = {"auto_disable_for_structured_data": False} # Should not skip even for Excel files assert should_skip_raptor(".xlsx", raptor_config=raptor_config) is False assert should_skip_raptor(".csv", raptor_config=raptor_config) is False assert should_skip_raptor(".pdf", parser_id="table", raptor_config=raptor_config) is False def test_default_auto_disable_enabled(self): """Test that auto-disable is enabled by default""" # Empty raptor_config should default to auto_disable=True assert should_skip_raptor(".xlsx", raptor_config={}) is True assert should_skip_raptor(".xlsx", raptor_config=None) is True def test_explicit_auto_disable_enabled(self): """Test explicit auto-disable enabled""" raptor_config = {"auto_disable_for_structured_data": True} assert should_skip_raptor(".xlsx", raptor_config=raptor_config) is True class TestGetSkipReason: """Test skip reason generation""" def test_excel_skip_reason(self): """Test skip reason for Excel files""" reason = get_skip_reason(".xlsx") assert "Structured data file" in reason assert ".xlsx" in reason assert "auto-disabled" in reason.lower() def test_csv_skip_reason(self): """Test skip reason for CSV files""" reason = get_skip_reason(".csv") assert "Structured data file" in reason assert ".csv" in reason def test_tabular_pdf_skip_reason(self): """Test skip reason for tabular PDFs""" reason = get_skip_reason(".pdf", parser_id="table") assert "Tabular PDF" in reason assert "table" in reason.lower() assert "auto-disabled" in reason.lower() def test_html4excel_skip_reason(self): """Test skip reason for html4excel PDFs""" reason = get_skip_reason(".pdf", parser_config={"html4excel": True}) assert "Tabular PDF" in reason def test_no_skip_reason_for_regular_files(self): """Test that regular files have no skip reason""" assert get_skip_reason(".txt") == "" assert get_skip_reason(".docx") == "" assert get_skip_reason(".pdf", parser_id="naive") == "" class TestEdgeCases: """Test edge cases and error handling""" def test_none_values(self): """Test handling of None values""" assert should_skip_raptor(None) is False assert should_skip_raptor("") is False assert get_skip_reason(None) == "" def test_empty_strings(self): """Test handling of empty strings""" assert should_skip_raptor("") is False assert get_skip_reason("") == "" def test_case_insensitivity(self): """Test case insensitive handling""" assert is_structured_file_type("XLSX") is True assert is_structured_file_type("XlSx") is True assert is_tabular_pdf("TABLE", {}) is True assert is_tabular_pdf("TaBlE", {}) is True def test_with_and_without_dot(self): """Test file extensions with and without leading dot""" assert should_skip_raptor(".xlsx") is True assert should_skip_raptor("xlsx") is True assert should_skip_raptor(".CSV") is True assert should_skip_raptor("csv") is True class TestIntegrationScenarios: """Test real-world integration scenarios""" def test_financial_excel_report(self): """Test scenario: Financial quarterly Excel report""" file_type = ".xlsx" parser_id = "naive" parser_config = {} raptor_config = {"use_raptor": True} # Should skip Raptor assert should_skip_raptor(file_type, parser_id, parser_config, raptor_config) is True reason = get_skip_reason(file_type, parser_id, parser_config) assert "Structured data file" in reason def test_scientific_csv_data(self): """Test scenario: Scientific experimental CSV results""" file_type = ".csv" # Should skip Raptor assert should_skip_raptor(file_type) is True reason = get_skip_reason(file_type) assert ".csv" in reason def test_legal_contract_with_tables(self): """Test scenario: Legal contract PDF with tables""" file_type = ".pdf" parser_id = "table" parser_config = {} # Should skip Raptor assert should_skip_raptor(file_type, parser_id, parser_config) is True reason = get_skip_reason(file_type, parser_id, parser_config) assert "Tabular PDF" in reason def test_text_heavy_pdf_document(self): """Test scenario: Text-heavy PDF document""" file_type = ".pdf" parser_id = "naive" parser_config = {} # Should NOT skip Raptor assert should_skip_raptor(file_type, parser_id, parser_config) is False reason = get_skip_reason(file_type, parser_id, parser_config) assert reason == "" def test_mixed_dataset_processing(self): """Test scenario: Mixed dataset with various file types""" files = [ (".xlsx", "naive", {}, True), # Excel - skip (".csv", "naive", {}, True), # CSV - skip (".pdf", "table", {}, True), # Tabular PDF - skip (".pdf", "naive", {}, False), # Regular PDF - don't skip (".docx", "naive", {}, False), # Word doc - don't skip (".txt", "naive", {}, False), # Text file - don't skip ] for file_type, parser_id, parser_config, expected_skip in files: result = should_skip_raptor(file_type, parser_id, parser_config) assert result == expected_skip, f"Failed for {file_type}" def test_override_for_special_excel(self): """Test scenario: Override auto-disable for special Excel processing""" file_type = ".xlsx" raptor_config = {"auto_disable_for_structured_data": False} # Should NOT skip when explicitly disabled assert should_skip_raptor(file_type, raptor_config=raptor_config) is False if __name__ == "__main__": pytest.main([__file__, "-v"])