SYMBOL INDEX (433 symbols across 35 files)

FILE: benchmarks/test_benchmark_yolox.py
  class _FakeInput (line 14) | class _FakeInput:
    method __init__ (line 15) | def __init__(self) -> None:
  class _FakeSession (line 19) | class _FakeSession:
    method get_inputs (line 22) | def get_inputs(self):
    method run (line 25) | def run(self, _names, _inputs):
  function make_model (line 31) | def make_model() -> UnstructuredYoloXModel:
  function make_letter_200dpi (line 52) | def make_letter_200dpi() -> PILImage.Image:
  function run_image_processing (line 56) | def run_image_processing():
  function test_benchmark_yolox_image_processing (line 62) | def test_benchmark_yolox_image_processing(benchmark):

FILE: examples/ocr/engine.py
  function remove_non_printable (line 15) | def remove_non_printable(s):
  function run_ocr_with_layout_detection (line 20) | def run_ocr_with_layout_detection(
  function run_ocr (line 134) | def run_ocr(

FILE: examples/ocr/validate_ocr_performance.py
  function validate_performance (line 20) | def validate_performance(
  function compare_processed_text (line 129) | def compare_processed_text(individual_mode_full_text, entire_mode_full_t...
  function write_report (line 176) | def write_report(report, now_str, validation_mode):
  function run (line 183) | def run():

FILE: test_unstructured_inference/conftest.py
  function mock_pil_image (line 14) | def mock_pil_image():
  function mock_numpy_image (line 19) | def mock_numpy_image():
  function mock_rectangle (line 24) | def mock_rectangle():
  function mock_text_region (line 29) | def mock_text_region():
  function mock_layout_element (line 34) | def mock_layout_element():
  function mock_embedded_text_regions (line 47) | def mock_embedded_text_regions():
  function mock_layout (line 124) | def mock_layout(mock_embedded_text_regions):
  function example_table_cells (line 132) | def example_table_cells():

FILE: test_unstructured_inference/inference/test_layout.py
  function mock_image (line 26) | def mock_image():
  function mock_initial_layout (line 31) | def mock_initial_layout():
  function mock_final_layout (line 54) | def mock_final_layout():
  function test_pdf_page_converts_images_to_array (line 78) | def test_pdf_page_converts_images_to_array(mock_image):
  class MockLayoutModel (line 97) | class MockLayoutModel:
    method __init__ (line 98) | def __init__(self, layout):
    method __call__ (line 101) | def __call__(self, *args):
    method initialize (line 104) | def initialize(self, *args, **kwargs):
    method deduplicate_detected_elements (line 107) | def deduplicate_detected_elements(self, elements, *args, **kwargs):
  function test_get_page_elements (line 111) | def test_get_page_elements(monkeypatch, mock_final_layout):
  class MockPool (line 125) | class MockPool:
    method map (line 126) | def map(self, f, xs):
    method close (line 129) | def close(self):
    method join (line 132) | def join(self):
  function test_process_data_with_model (line 137) | def test_process_data_with_model(monkeypatch, mock_final_layout, model_n...
  function test_process_data_with_model_raises_on_invalid_model_name (line 162) | def test_process_data_with_model_raises_on_invalid_model_name():
  function test_process_file_with_model (line 174) | def test_process_file_with_model(monkeypatch, mock_final_layout, model_n...
  function test_process_file_no_warnings (line 188) | def test_process_file_no_warnings(monkeypatch, mock_final_layout, recwarn):
  function test_process_file_with_model_raises_on_invalid_model_name (line 206) | def test_process_file_with_model_raises_on_invalid_model_name():
  class MockPoints (line 211) | class MockPoints:
    method tolist (line 212) | def tolist(self):
  class MockEmbeddedTextRegion (line 216) | class MockEmbeddedTextRegion(EmbeddedTextRegion):
    method __init__ (line 217) | def __init__(self, type=None, text=None):
    method points (line 222) | def points(self):
  class MockPageLayout (line 226) | class MockPageLayout(layout.PageLayout):
    method __init__ (line 227) | def __init__(
  class MockLayout (line 241) | class MockLayout:
    method __init__ (line 242) | def __init__(self, *elements):
    method __len__ (line 245) | def __len__(self):
    method sort (line 248) | def sort(self, key, inplace):
    method __iter__ (line 251) | def __iter__(self):
    method get_texts (line 254) | def get_texts(self):
    method filter_by (line 257) | def filter_by(self, *args, **kwargs):
  function test_from_image_file (line 263) | def test_from_image_file(monkeypatch, mock_final_layout, filetype, eleme...
  function test_from_file (line 289) | def test_from_file(monkeypatch, mock_final_layout):
  function test_from_file_rotated_pdf_stores_rotation_in_metadata (line 318) | def test_from_file_rotated_pdf_stores_rotation_in_metadata(monkeypatch, ...
  function test_from_file_with_password (line 333) | def test_from_file_with_password(monkeypatch, mock_final_layout):
  function test_from_image_file_raises_with_empty_fn (line 350) | def test_from_image_file_raises_with_empty_fn():
  function test_from_image_file_raises_isadirectoryerror_with_dir (line 355) | def test_from_image_file_raises_isadirectoryerror_with_dir():
  function test_page_numbers_in_page_objects (line 360) | def test_page_numbers_in_page_objects():
  function test_annotate (line 381) | def test_annotate(colors, add_details, threshold):
  class MockDetectionModel (line 421) | class MockDetectionModel(layout.UnstructuredObjectDetectionModel):
    method initialize (line 422) | def initialize(self, *args, **kwargs):
    method predict (line 425) | def predict(self, x):
  function test_layout_order (line 463) | def test_layout_order(mock_image):
  function test_page_layout_raises_when_multiple_models_passed (line 481) | def test_page_layout_raises_when_multiple_models_passed(mock_image, mock...
  class MockElementExtractionModel (line 492) | class MockElementExtractionModel:
    method __call__ (line 493) | def __call__(self, x):
  function test_get_elements_using_image_extraction (line 498) | def test_get_elements_using_image_extraction(mock_image, inplace, expect...
  function test_get_elements_using_image_extraction_raises_with_no_extraction_model (line 508) | def test_get_elements_using_image_extraction_raises_with_no_extraction_m...
  function test_get_elements_with_detection_model_raises_with_wrong_default_model (line 516) | def test_get_elements_with_detection_model_raises_with_wrong_default_mod...
  function test_from_image (line 532) | def test_from_image(
  class MockUnstructuredElementExtractionModel (line 559) | class MockUnstructuredElementExtractionModel(UnstructuredElementExtracti...
    method initialize (line 560) | def initialize(self, *args, **kwargs):
    method predict (line 563) | def predict(self, x: Image):
  class MockUnstructuredDetectionModel (line 567) | class MockUnstructuredDetectionModel(UnstructuredObjectDetectionModel):
    method initialize (line 568) | def initialize(self, *args, **kwargs):
    method predict (line 571) | def predict(self, x: Image):
  function test_process_file_with_model_routing (line 582) | def test_process_file_with_model_routing(monkeypatch, model_type, is_det...
  function test_exposed_pdf_image_dpi (line 605) | def test_exposed_pdf_image_dpi(pdf_image_dpi, expected, monkeypatch):
  function test_convert_pdf_to_image_no_output_folder (line 611) | def test_convert_pdf_to_image_no_output_folder():
  function _install_mock_pdfium (line 617) | def _install_mock_pdfium(monkeypatch, *, width=720, height=720):
  function test_convert_pdf_to_image_rejects_oversized_page_before_render (line 632) | def test_convert_pdf_to_image_rejects_oversized_page_before_render(monke...
  function test_convert_pdf_to_image_allows_render_guard_to_be_disabled (line 645) | def test_convert_pdf_to_image_allows_render_guard_to_be_disabled(monkeyp...
  function test_page_hotload_preserves_render_max_pixels_per_page (line 659) | def test_page_hotload_preserves_render_max_pixels_per_page(monkeypatch, ...
  function test_convert_pdf_to_image_output_folder_returns_images (line 683) | def test_convert_pdf_to_image_output_folder_returns_images(tmp_path):
  function test_convert_pdf_to_image_path_only (line 696) | def test_convert_pdf_to_image_path_only(tmp_path):
  function test_convert_pdf_to_image_applies_rotation_path_only (line 712) | def test_convert_pdf_to_image_applies_rotation_path_only(tmp_path):
  function test_convert_pdf_to_image_no_rotation_on_normal_pdf (line 725) | def test_convert_pdf_to_image_no_rotation_on_normal_pdf():
  function test_convert_pdf_to_image_save_not_under_pdfium_lock (line 734) | def test_convert_pdf_to_image_save_not_under_pdfium_lock(tmp_path):
  function test_convert_pdf_to_image_concurrent_saves_not_serialized (line 754) | def test_convert_pdf_to_image_concurrent_saves_not_serialized(tmp_path):
  function test_render_can_proceed_while_other_thread_saves (line 810) | def test_render_can_proceed_while_other_thread_saves(tmp_path):
  function test_multi_page_concurrent_output_complete (line 867) | def test_multi_page_concurrent_output_complete(tmp_path):
  function test_error_in_one_thread_does_not_block_other (line 906) | def test_error_in_one_thread_does_not_block_other(tmp_path):
  function test_get_image (line 971) | def test_get_image(filename, img_num, should_complete):

FILE: test_unstructured_inference/inference/test_layout_element.py
  function test_layout_element_to_dict (line 5) | def test_layout_element_to_dict(mock_layout_element):
  function test_layout_element_from_region (line 18) | def test_layout_element_from_region(mock_rectangle):
  function test_layoutelement_inheritance_works_correctly (line 25) | def test_layoutelement_inheritance_works_correctly():

FILE: test_unstructured_inference/inference/test_layout_rotation.py
  function test_convert_pdf_to_image_applies_rotation (line 8) | def test_convert_pdf_to_image_applies_rotation():

FILE: test_unstructured_inference/models/test_detectron2onnx.py
  class MockDetectron2ONNXLayoutModel (line 11) | class MockDetectron2ONNXLayoutModel:
    method __init__ (line 12) | def __init__(self, *args, **kwargs):
    method run (line 16) | def run(self, *args):
    method get_inputs (line 19) | def get_inputs(self):
  function test_load_default_model (line 26) | def test_load_default_model(monkeypatch):
  function test_load_model (line 39) | def test_load_model(model_path, label_map):
  function test_unstructured_detectron_model (line 48) | def test_unstructured_detectron_model():
  function test_inference (line 57) | def test_inference():

FILE: test_unstructured_inference/models/test_eval.py
  function actual_cells (line 8) | def actual_cells():
  function pred_cells (line 85) | def pred_cells():
  function actual_df (line 162) | def actual_df(actual_cells):
  function pred_df (line 167) | def pred_df(pred_cells):
  function test_compare_content_as_df (line 182) | def test_compare_content_as_df(actual_df, pred_df, eval_func, processor):
  function test_compare_content_as_df_with_invalid_input (line 187) | def test_compare_content_as_df_with_invalid_input(actual_df, pred_df):

FILE: test_unstructured_inference/models/test_model.py
  class MockModel (line 18) | class MockModel(UnstructuredObjectDetectionModel):
    method __init__ (line 21) | def __init__(self):
    method initialize (line 25) | def initialize(self, *args, **kwargs):
    method predict (line 28) | def predict(self, x: Any) -> Any:
  function test_get_model (line 39) | def test_get_model(monkeypatch):
  function test_get_model_threaded (line 45) | def test_get_model_threaded(monkeypatch):
  function test_get_model_concurrent_different_models (line 88) | def test_get_model_concurrent_different_models(monkeypatch):
  function test_register_new_model (line 169) | def test_register_new_model():
  function test_get_model_with_lazydict_config (line 185) | def test_get_model_with_lazydict_config(monkeypatch):
  function test_raises_invalid_model (line 220) | def test_raises_invalid_model():
  function test_raises_uninitialized (line 225) | def test_raises_uninitialized():
  function test_model_initializes_once (line 230) | def test_model_initializes_once():
  function test_deduplicate_detected_elements (line 245) | def test_deduplicate_detected_elements():
  function test_enhance_regions (line 268) | def test_enhance_regions():
  function test_clean_type (line 301) | def test_clean_type():
  function test_env_variables_override_default_model (line 332) | def test_env_variables_override_default_model(monkeypatch):
  function test_env_variables_override_initialization_params (line 347) | def test_env_variables_override_initialization_params(monkeypatch):

FILE: test_unstructured_inference/models/test_tables.py
  function table_transformer (line 24) | def table_transformer():
  function test_load_agent (line 29) | def test_load_agent(table_transformer):
  function example_image (line 34) | def example_image():
  function mocked_ocr_tokens (line 39) | def mocked_ocr_tokens():
  function test_load_table_model_raises_when_not_available (line 569) | def test_load_table_model_raises_when_not_available(model_path):
  function test_iob (line 582) | def test_iob(bbox1, bbox2, expected_result):
  function test_load_donut_model (line 593) | def test_load_donut_model(model_path):
  function test_nms (line 641) | def test_nms(input_test, output_test):
  function test_remove_supercell_overlap (line 772) | def test_remove_supercell_overlap(supercell1, supercell2):
  function test_align_supercells (line 882) | def test_align_supercells(supercells, rows, columns, output_test):
  function test_align_rows (line 887) | def test_align_rows(rows, bbox, output):
  function test_table_prediction_output_format (line 908) | def test_table_prediction_output_format(
  function test_table_prediction_output_format_when_wrong_type_then_value_error (line 943) | def test_table_prediction_output_format_when_wrong_type_then_value_error(
  function test_table_prediction_runs_with_empty_recognize (line 964) | def test_table_prediction_runs_with_empty_recognize(
  function test_table_prediction_with_ocr_tokens (line 979) | def test_table_prediction_with_ocr_tokens(table_transformer, example_ima...
  function test_table_prediction_with_no_ocr_tokens (line 985) | def test_table_prediction_with_no_ocr_tokens(table_transformer, example_...
  function test_objects_are_filtered_based_on_class_thresholds_when_correct_prediction_and_threshold (line 998) | def test_objects_are_filtered_based_on_class_thresholds_when_correct_pre...
  function test_objects_are_filtered_based_on_class_thresholds_when_two_classes (line 1018) | def test_objects_are_filtered_based_on_class_thresholds_when_two_classes(
  function test_objects_filtering_when_missing_threshold (line 1033) | def test_objects_filtering_when_missing_threshold():
  function test_intersect (line 1041) | def test_intersect():
  function test_include_rect (line 1047) | def test_include_rect():
  function test_extract_text_from_spans (line 1151) | def test_extract_text_from_spans(spans, join_with_space, expected):
  function test_header_supercell_tree (line 1224) | def test_header_supercell_tree(supercells, expected_len):
  function test_zoom_image (line 1230) | def test_zoom_image(example_image, zoom):
  function test_cells_to_html (line 1511) | def test_cells_to_html(input_cells, expected_html):
  function test_fill_cells (line 1761) | def test_fill_cells(input_cells, expected_cells):
  function test_padded_results_has_right_dimensions (line 1768) | def test_padded_results_has_right_dimensions(table_transformer, example_...
  function test_compute_confidence_score_zero_division_error_handling (line 1805) | def test_compute_confidence_score_zero_division_error_handling():
  function test_subcells_filtering_when_overlapping_spanning_cells (line 1836) | def test_subcells_filtering_when_overlapping_spanning_cells(
  function test_model_init_is_thread_safe (line 1908) | def test_model_init_is_thread_safe():

FILE: test_unstructured_inference/models/test_yolox.py
  function test_layout_yolox_local_parsing_image (line 9) | def test_layout_yolox_local_parsing_image():
  function test_layout_yolox_local_parsing_pdf (line 32) | def test_layout_yolox_local_parsing_pdf():
  function test_layout_yolox_local_parsing_empty_pdf (line 50) | def test_layout_yolox_local_parsing_empty_pdf():
  function test_layout_yolox_local_parsing_image_soft (line 63) | def test_layout_yolox_local_parsing_image_soft():
  function test_layout_yolox_local_parsing_pdf_soft (line 82) | def test_layout_yolox_local_parsing_pdf_soft():
  function test_layout_yolox_local_parsing_empty_pdf_soft (line 94) | def test_layout_yolox_local_parsing_empty_pdf_soft():

FILE: test_unstructured_inference/test_config.py
  function test_default_config (line 1) | def test_default_config():
  function test_env_override (line 7) | def test_env_override(monkeypatch):

FILE: test_unstructured_inference/test_elements.py
  function intersect_brute (line 26) | def intersect_brute(rect1, rect2):
  function rand_rect (line 34) | def rand_rect(size=10):
  function test_layoutelements (line 41) | def test_layoutelements():
  function test_unhappy_intersection (line 72) | def test_unhappy_intersection(rect1, rect2, expected):
  function test_intersects (line 78) | def test_intersects(second_size):
  function test_intersection_of_lots_of_rects (line 100) | def test_intersection_of_lots_of_rects():
  function test_rectangle_width_height (line 114) | def test_rectangle_width_height():
  function test_minimal_containing_rect (line 125) | def test_minimal_containing_rect():
  function test_partition_groups_from_regions (line 145) | def test_partition_groups_from_regions(mock_embedded_text_regions, coord...
  function test_rectangle_padding (line 157) | def test_rectangle_padding():
  function test_rectangle_area (line 164) | def test_rectangle_area(monkeypatch):
  function test_rectangle_iou (line 184) | def test_rectangle_iou():
  function test_midpoints (line 204) | def test_midpoints():
  function test_is_disjoint (line 218) | def test_is_disjoint():
  function test_intersection_over_min (line 247) | def test_intersection_over_min(
  function test_grow_region_to_match_region (line 257) | def test_grow_region_to_match_region():
  function test_is_almost_subregion_of (line 277) | def test_is_almost_subregion_of(rect1, rect2, expected):
  function test_separate (line 294) | def test_separate(rect1, rect2):
  function test_clean_layoutelements (line 300) | def test_clean_layoutelements(test_layoutelements):
  function test_clean_layoutelements_cases (line 336) | def test_clean_layoutelements_cases(
  function test_clean_layoutelements_for_class (line 380) | def test_clean_layoutelements_for_class(
  function test_layoutelements_to_list_and_back (line 396) | def test_layoutelements_to_list_and_back(test_layoutelements):
  function test_layoutelements_from_list_no_elements (line 407) | def test_layoutelements_from_list_no_elements():
  function test_textregions_from_list_no_elements (line 414) | def test_textregions_from_list_no_elements():
  function test_layoutelements_concatenate (line 421) | def test_layoutelements_concatenate():
  function test_textregions_support_numpy_slicing (line 484) | def test_textregions_support_numpy_slicing(test_elements):
  function test_textregions_from_list_collects_sources (line 496) | def test_textregions_from_list_collects_sources():
  function test_textregions_has_sources_field (line 523) | def test_textregions_has_sources_field():
  function test_textregions_iter_elements_preserves_source (line 532) | def test_textregions_iter_elements_preserves_source():
  function test_textregions_slice_preserves_sources (line 549) | def test_textregions_slice_preserves_sources():
  function test_textregions_post_init_handles_sources (line 577) | def test_textregions_post_init_handles_sources():
  function test_textregions_from_coords_accepts_source (line 590) | def test_textregions_from_coords_accepts_source():
  function test_textregions_allows_for_single_element_access_and_returns_textregion_with_correct_values (line 602) | def test_textregions_allows_for_single_element_access_and_returns_textre...

FILE: test_unstructured_inference/test_logger.py
  function test_translate_log_level (line 9) | def test_translate_log_level(level):

FILE: test_unstructured_inference/test_math.py
  function test_safe_division (line 11) | def test_safe_division(a, b, expected):

FILE: test_unstructured_inference/test_utils.py
  class MockPageLayout (line 14) | class MockPageLayout:
    method annotate (line 15) | def annotate(self, annotation_data):
  class MockDocumentLayout (line 19) | class MockDocumentLayout(DocumentLayout):
    method pages (line 21) | def pages(self):
  function test_dict_same (line 25) | def test_dict_same():
  function test_lazy_evaluate (line 33) | def test_lazy_evaluate():
  function test_caches (line 50) | def test_caches(cache, expected):
  function test_pad_image_with_background_color (line 67) | def test_pad_image_with_background_color(mock_pil_image):
  function test_pad_image_with_invalid_input (line 79) | def test_pad_image_with_invalid_input(mock_pil_image):
  function test_strip_tags (line 94) | def test_strip_tags(html, text):

FILE: test_unstructured_inference/test_visualization.py
  function test_draw_bbox (line 11) | def test_draw_bbox():
  function test_show_plot_with_pil_image (line 30) | def test_show_plot_with_pil_image(mock_pil_image):
  function test_show_plot_with_numpy_image (line 52) | def test_show_plot_with_numpy_image(mock_numpy_image):
  function test_show_plot_with_unsupported_image_type (line 74) | def test_show_plot_with_unsupported_image_type():

FILE: unstructured_inference/config.py
  class InferenceConfig (line 14) | class InferenceConfig:
    method _get_string (line 17) | def _get_string(self, var: str, default_value: str = "") -> str:
    method _get_int (line 22) | def _get_int(self, var: str, default_value: int) -> int:
    method _get_float (line 27) | def _get_float(self, var: str, default_value: float) -> float:
    method TABLE_IMAGE_BACKGROUND_PAD (line 33) | def TABLE_IMAGE_BACKGROUND_PAD(self) -> int:
    method TT_TABLE_CONF (line 42) | def TT_TABLE_CONF(self) -> float:
    method TABLE_COLUMN_CONF (line 47) | def TABLE_COLUMN_CONF(self) -> float:
    method TABLE_ROW_CONF (line 52) | def TABLE_ROW_CONF(self) -> float:
    method TABLE_COLUMN_HEADER_CONF (line 57) | def TABLE_COLUMN_HEADER_CONF(self) -> float:
    method TABLE_PROJECTED_ROW_HEADER_CONF (line 62) | def TABLE_PROJECTED_ROW_HEADER_CONF(self) -> float:
    method TABLE_SPANNING_CELL_CONF (line 67) | def TABLE_SPANNING_CELL_CONF(self) -> float:
    method TABLE_IOB_THRESHOLD (line 72) | def TABLE_IOB_THRESHOLD(self) -> float:
    method LAYOUT_SAME_REGION_THRESHOLD (line 78) | def LAYOUT_SAME_REGION_THRESHOLD(self) -> float:
    method LAYOUT_SUBREGION_THRESHOLD (line 87) | def LAYOUT_SUBREGION_THRESHOLD(self) -> float:
    method ELEMENTS_H_PADDING_COEF (line 96) | def ELEMENTS_H_PADDING_COEF(self) -> float:
    method ELEMENTS_V_PADDING_COEF (line 105) | def ELEMENTS_V_PADDING_COEF(self) -> float:
    method IMG_PROCESSOR_LONGEST_EDGE (line 110) | def IMG_PROCESSOR_LONGEST_EDGE(self) -> int:
    method IMG_PROCESSOR_SHORTEST_EDGE (line 115) | def IMG_PROCESSOR_SHORTEST_EDGE(self) -> int:
    method PDF_RENDER_MAX_PIXELS_PER_PAGE (line 120) | def PDF_RENDER_MAX_PIXELS_PER_PAGE(self) -> int:

FILE: unstructured_inference/constants.py
  class Source (line 4) | class Source(Enum):
  class IsExtracted (line 10) | class IsExtracted(Enum):
  class ElementType (line 16) | class ElementType:

FILE: unstructured_inference/inference/elements.py
  class Rectangle (line 15) | class Rectangle:
    method pad (line 21) | def pad(self, padding: Union[int, float]):
    method hpad (line 27) | def hpad(self, padding: Union[int, float]):
    method vpad (line 35) | def vpad(self, padding: Union[int, float]):
    method width (line 44) | def width(self) -> Union[int, float]:
    method height (line 49) | def height(self) -> Union[int, float]:
    method x_midpoint (line 54) | def x_midpoint(self) -> Union[int, float]:
    method y_midpoint (line 59) | def y_midpoint(self) -> Union[int, float]:
    method is_disjoint (line 63) | def is_disjoint(self, other: Rectangle) -> bool:
    method intersects (line 67) | def intersects(self, other: Rectangle) -> bool:
    method is_in (line 73) | def is_in(self, other: Rectangle, error_margin: Optional[Union[int, fl...
    method _has_none (line 85) | def _has_none(self) -> bool:
    method coordinates (line 90) | def coordinates(self):
    method intersection (line 94) | def intersection(self, other: Rectangle) -> Optional[Rectangle]:
    method area (line 108) | def area(self) -> float:
    method intersection_over_union (line 112) | def intersection_over_union(self, other: Rectangle) -> float:
    method intersection_over_minimum (line 121) | def intersection_over_minimum(self, other: Rectangle) -> float:
    method is_almost_subregion_of (line 130) | def is_almost_subregion_of(self, other: Rectangle, subregion_threshold...
  function minimal_containing_region (line 141) | def minimal_containing_region(*regions: Rectangle) -> Rectangle:
  function intersections (line 151) | def intersections(*rects: Rectangle):
  function coords_intersections (line 160) | def coords_intersections(coords: np.ndarray) -> np.ndarray:
  class TextRegion (line 184) | class TextRegion:
    method __str__ (line 190) | def __str__(self) -> str:
    method from_coords (line 194) | def from_coords(
  class TextRegions (line 212) | class TextRegions:
    method __post_init__ (line 230) | def __post_init__(self):
    method __getitem__ (line 248) | def __getitem__(self, indices) -> TextRegions:
    method slice (line 251) | def slice(self, indices) -> TextRegions:
    method iter_elements (line 266) | def iter_elements(self):
    method as_list (line 277) | def as_list(self):
    method from_list (line 282) | def from_list(cls, regions: list):
    method __len__ (line 298) | def __len__(self):
    method x1 (line 302) | def x1(self):
    method y1 (line 307) | def y1(self):
    method x2 (line 312) | def x2(self):
    method y2 (line 317) | def y2(self):
    method areas (line 322) | def areas(self) -> np.ndarray:
  class EmbeddedTextRegion (line 327) | class EmbeddedTextRegion(TextRegion):
  class ImageTextRegion (line 331) | class ImageTextRegion(TextRegion):
  function region_bounding_boxes_are_almost_the_same (line 335) | def region_bounding_boxes_are_almost_the_same(
  function grow_region_to_match_region (line 345) | def grow_region_to_match_region(region_to_grow: Rectangle, region_to_mat...

FILE: unstructured_inference/inference/layout.py
  class DocumentLayout (line 29) | class DocumentLayout:
    method __init__ (line 34) | def __init__(self, pages=None):
    method __str__ (line 37) | def __str__(self) -> str:
    method pages (line 41) | def pages(self) -> List[PageLayout]:
    method from_pages (line 46) | def from_pages(cls, pages: List[PageLayout]) -> DocumentLayout:
    method from_file (line 53) | def from_file(
    method from_image_file (line 95) | def from_image_file(
  class PageLayout (line 133) | class PageLayout:
    method __init__ (line 136) | def __init__(
    method __str__ (line 167) | def __str__(self) -> str:
    method elements (line 171) | def elements(self) -> Collection[LayoutElement]:
    method get_elements_using_image_extraction (line 178) | def get_elements_using_image_extraction(
    method get_elements_with_detection_model (line 194) | def get_elements_with_detection_model(
    method _get_image_array (line 224) | def _get_image_array(self) -> Union[np.ndarray[Any, Any], None]:
    method annotate (line 234) | def annotate(
    method _get_image (line 286) | def _get_image(self, filename, page_number, pdf_image_dpi: int = 200) ...
    method from_image (line 307) | def from_image(
  function process_data_with_model (line 350) | def process_data_with_model(
  function process_file_with_model (line 378) | def process_file_with_model(

FILE: unstructured_inference/inference/layoutelement.py
  class LayoutElements (line 23) | class LayoutElements(TextRegions):
    method __post_init__ (line 53) | def __post_init__(self):
    method __eq__ (line 57) | def __eq__(self, other: object) -> bool:
    method __getitem__ (line 81) | def __getitem__(self, indices):
    method slice (line 84) | def slice(self, indices) -> LayoutElements:
    method concatenate (line 100) | def concatenate(cls, groups: Iterable[LayoutElements]) -> LayoutElements:
    method iter_elements (line 139) | def iter_elements(self):
    method from_list (line 183) | def from_list(cls, elements: list):
  class LayoutElement (line 238) | class LayoutElement(TextRegion):
    method to_dict (line 247) | def to_dict(self) -> dict:
    method from_region (line 260) | def from_region(cls, region: TextRegion):
    method from_coords (line 277) | def from_coords(
  function separate (line 309) | def separate(region_a: Rectangle, region_b: Rectangle):
  function table_cells_to_dataframe (line 349) | def table_cells_to_dataframe(
  function partition_groups_from_regions (line 370) | def partition_groups_from_regions(regions: TextRegions) -> List[TextRegi...
  function intersection_areas_between_coords (line 393) | def intersection_areas_between_coords(
  function clean_layoutelements (line 410) | def clean_layoutelements(elements: LayoutElements, subregion_threshold: ...
  function clean_layoutelements_for_class (line 474) | def clean_layoutelements_for_class(

FILE: unstructured_inference/inference/pdf_image.py
  class PdfRenderTooLargeError (line 19) | class PdfRenderTooLargeError(ValueError):
  function _check_pdf_render_max_pixels (line 23) | def _check_pdf_render_max_pixels(page, page_number: int, scale: float, m...
  function _get_pdfium_module (line 40) | def _get_pdfium_module():
  function convert_pdf_to_image (line 46) | def convert_pdf_to_image(

FILE: unstructured_inference/logger.py
  function translate_log_level (line 4) | def translate_log_level(level: int) -> int:

FILE: unstructured_inference/math.py
  function safe_division (line 8) | def safe_division(a, b) -> float:

FILE: unstructured_inference/models/base.py
  class Models (line 20) | class Models(object):
    method __new__ (line 35) | def __new__(cls):
    method __contains__ (line 44) | def __contains__(self, key):
    method __getitem__ (line 48) | def __getitem__(self, key: str):
    method __setitem__ (line 52) | def __setitem__(self, key: str, value: UnstructuredModel):
  function get_default_model_mappings (line 68) | def get_default_model_mappings() -> Tuple[
  function register_new_model (line 82) | def register_new_model(model_config: dict, model_class: UnstructuredModel):
  function get_model (line 91) | def get_model(model_name: Optional[str] = None) -> UnstructuredModel:
  class UnknownModelException (line 151) | class UnknownModelException(Exception):

FILE: unstructured_inference/models/detectron2onnx.py
  class UnstructuredDetectronONNXModel (line 68) | class UnstructuredDetectronONNXModel(UnstructuredObjectDetectionModel):
    method predict (line 75) | def predict(self, image: Image.Image) -> List[LayoutElement]:
    method initialize (line 97) | def initialize(
    method preprocess (line 128) | def preprocess(self, image: Image.Image) -> Dict[str, np.ndarray]:
    method postprocess (line 147) | def postprocess(

FILE: unstructured_inference/models/eval.py
  function _join_df_content (line 15) | def _join_df_content(df, tab_token="\t", row_break_token="\n") -> str:
  function default_tokenizer (line 20) | def default_tokenizer(text: str) -> List[str]:
  function compare_contents_as_df (line 25) | def compare_contents_as_df(

FILE: unstructured_inference/models/table_postprocess.py
  class Rect (line 9) | class Rect:
    method __init__ (line 10) | def __init__(self, bbox=None):
    method get_area (line 22) | def get_area(self):
    method intersect (line 27) | def intersect(self, other):
    method include_rect (line 48) | def include_rect(self, bbox):
    method get_bbox (line 72) | def get_bbox(self):
  function apply_threshold (line 77) | def apply_threshold(objects, threshold):
  function refine_rows (line 84) | def refine_rows(rows, tokens, score_threshold):
  function refine_columns (line 101) | def refine_columns(columns, tokens, score_threshold):
  function nms_by_containment (line 123) | def nms_by_containment(container_objects, package_objects, overlap_thres...
  function slot_into_containers (line 152) | def slot_into_containers(
  function sort_objects_by_score (line 202) | def sort_objects_by_score(objects, reverse=True):
  function remove_objects_without_content (line 209) | def remove_objects_without_content(page_spans, objects):
  function extract_text_inside_bbox (line 220) | def extract_text_inside_bbox(spans, bbox):
  function get_bbox_span_subset (line 230) | def get_bbox_span_subset(spans, bbox, threshold=0.5):
  function overlaps (line 243) | def overlaps(bbox1, bbox2, threshold=0.5):
  function extract_text_from_spans (line 254) | def extract_text_from_spans(spans, join_with_space=True, remove_integer_...
  function sort_objects_left_to_right (line 304) | def sort_objects_left_to_right(objs):
  function sort_objects_top_to_bottom (line 311) | def sort_objects_top_to_bottom(objs):
  function align_columns (line 318) | def align_columns(columns, bbox):
  function align_rows (line 334) | def align_rows(rows, bbox):
  function nms (line 350) | def nms(objects, match_criteria="object2_overlap", match_threshold=0.05,...
  function align_supercells (line 395) | def align_supercells(supercells, rows, columns):
  function nms_supercells (line 509) | def nms_supercells(supercells):
  function header_supercell_tree (line 536) | def header_supercell_tree(supercells):
  function remove_supercell_overlap (line 564) | def remove_supercell_overlap(supercell1, supercell2):

FILE: unstructured_inference/models/tables.py
  class UnstructuredTableTransformerModel (line 30) | class UnstructuredTableTransformerModel(UnstructuredModel):
    method __new__ (line 36) | def __new__(cls):
    method predict (line 44) | def predict(
    method initialize (line 68) | def initialize(
    method get_structure (line 123) | def get_structure(
    method run_prediction (line 139) | def run_prediction(
  function load_agent (line 177) | def load_agent():
  function get_class_map (line 189) | def get_class_map(data_type: str):
  function recognize (line 218) | def recognize(outputs: TableTransformerObjectDetectionOutput, img: PILIm...
  function outputs_to_objects (line 233) | def outputs_to_objects(
  function apply_thresholds_on_objects (line 268) | def apply_thresholds_on_objects(
  function box_cxcywh_to_xyxy (line 296) | def box_cxcywh_to_xyxy(x):
  function rescale_bboxes (line 304) | def rescale_bboxes(out_bbox, size):
  function iob (line 312) | def iob(bbox1, bbox2):
  function objects_to_structures (line 325) | def objects_to_structures(objects, tokens, class_thresholds):
  function refine_table_structure (line 409) | def refine_table_structure(table_structure, class_thresholds):
  function align_headers (line 458) | def align_headers(headers, rows):
  function compute_confidence_score (line 508) | def compute_confidence_score(cell_match_scores):
  function structure_to_cells (line 522) | def structure_to_cells(table_structure, tokens):
  function fill_cells (line 697) | def fill_cells(cells: List[dict]) -> List[dict]:
  function cells_to_html (line 746) | def cells_to_html(cells: List[dict]) -> str:
  function zoom_image (line 799) | def zoom_image(image: PILImage.Image, zoom: float) -> PILImage.Image:

FILE: unstructured_inference/models/unstructuredmodel.py
  class UnstructuredModel (line 23) | class UnstructuredModel(ABC):
    method __init__ (line 26) | def __init__(self):
    method predict (line 34) | def predict(self, x: Any) -> Any:
    method __call__ (line 43) | def __call__(self, x: Any) -> Any:
    method initialize (line 48) | def initialize(self, *args, **kwargs):
  class UnstructuredObjectDetectionModel (line 53) | class UnstructuredObjectDetectionModel(UnstructuredModel):
    method predict (line 57) | def predict(self, x: Image) -> LayoutElements | list[LayoutElement]:
    method __call__ (line 62) | def __call__(self, x: Image) -> LayoutElements:
    method enhance_regions (line 67) | def enhance_regions(
    method clean_type (line 130) | def clean_type(
    method deduplicate_detected_elements (line 168) | def deduplicate_detected_elements(
  class UnstructuredElementExtractionModel (line 188) | class UnstructuredElementExtractionModel(UnstructuredModel):
    method predict (line 192) | def predict(self, x: Image) -> List[LayoutElement]:
    method __call__ (line 197) | def __call__(self, x: Image) -> List[LayoutElement]:
  class ModelNotInitializedError (line 202) | class ModelNotInitializedError(Exception):

FILE: unstructured_inference/models/yolox.py
  class UnstructuredYoloXModel (line 65) | class UnstructuredYoloXModel(UnstructuredObjectDetectionModel):
    method predict (line 66) | def predict(self, x: PILImage.Image):
    method initialize (line 71) | def initialize(self, model_path: str, label_map: dict):
    method image_processing (line 90) | def image_processing(
  function preprocess (line 154) | def preprocess(img, input_size, swap=(2, 0, 1)):
  function demo_postprocess (line 174) | def demo_postprocess(outputs, img_size, p6=False):
  function multiclass_nms (line 199) | def multiclass_nms(boxes, scores, nms_thr, score_thr, class_agnostic=True):
  function multiclass_nms_class_agnostic (line 209) | def multiclass_nms_class_agnostic(boxes, scores, nms_thr, score_thr):
  function nms (line 226) | def nms(boxes, scores, nms_thr):

FILE: unstructured_inference/utils.py
  class LazyEvaluateInfo (line 13) | class LazyEvaluateInfo:
    method __init__ (line 18) | def __init__(self, evaluate: Callable, *args, **kwargs):
  class LazyDict (line 23) | class LazyDict(Mapping):
    method __init__ (line 31) | def __init__(self, *args, cache=True, **kwargs):
    method __getitem__ (line 35) | def __getitem__(self, key: Hashable) -> Union[LazyEvaluateInfo, Any]:
    method __iter__ (line 45) | def __iter__(self) -> Iterator:
    method __len__ (line 48) | def __len__(self) -> int:
  function tag (line 52) | def tag(elements: Iterable[LayoutElement]):
  function pad_image_with_background_color (line 63) | def pad_image_with_background_color(
  class MLStripper (line 82) | class MLStripper(HTMLParser):
    method __init__ (line 85) | def __init__(self):
    method handle_data (line 92) | def handle_data(self, d):
    method get_data (line 96) | def get_data(self):
  function strip_tags (line 101) | def strip_tags(html: str) -> str:
  function download_if_needed_and_get_local_path (line 108) | def download_if_needed_and_get_local_path(path_or_repo: str, filename: s...

FILE: unstructured_inference/visualize.py
  function draw_bbox (line 17) | def draw_bbox(
  function show_plot (line 44) | def show_plot(