From 3b7fd440cc47dbef7678effe5b6de385db050551 Mon Sep 17 00:00:00 2001 From: Yiorgis Gozadinos Date: Mon, 5 Jan 2026 14:37:07 +0200 Subject: [PATCH] End-to-end test for VLM annotation --- ...r.test_picture_description_end_to_end.yaml | 85 +++++++++++++++++++ tests/test_converters.py | 45 ++++++++++ 2 files changed, 130 insertions(+) create mode 100644 tests/cassettes/test_converters/TestDoclingLocalConverter.test_picture_description_end_to_end.yaml diff --git a/tests/cassettes/test_converters/TestDoclingLocalConverter.test_picture_description_end_to_end.yaml b/tests/cassettes/test_converters/TestDoclingLocalConverter.test_picture_description_end_to_end.yaml new file mode 100644 index 00000000..16372a07 --- /dev/null +++ b/tests/cassettes/test_converters/TestDoclingLocalConverter.test_picture_description_end_to_end.yaml @@ -0,0 +1,85 @@ +interactions: +- request: + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '157896' + content-type: + - application/json + method: POST + parsed_body: + max_completion_tokens: 200 + messages: + - content: + - image_url: + url: data:image/png;base64,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 + type: image_url + - text: Describe this image for a blind user. State the image type (screenshot, chart, photo, etc.), what it depicts, + any visible text, and key visual details. Be concise and accurate. + type: text + role: user + model: ministral-3 + uri: http://localhost:11434/v1/chat/completions + response: + headers: + content-length: + - '1674' + content-type: + - application/json + parsed_body: + choices: + - finish_reason: stop + index: 0 + message: + content: |- + This is a screenshot of a software interface for labeling or tagging elements within a document. + + Here’s a concise description for better understanding: + + 1. **Main Area**: + - There is a preview space displaying an arrangement of colored blocks and shapes, likely representing parts of a document layout. + - The colored areas include horizontal bars (various colors: green, red, blue, yellow, pink), graphical charts, and some abstract text or layout boxes. There is also a pie chart and a pair of bar-like shapes. + + 2. **Field Labels Box**: + A section on the right side labeled "Field labels." + The instructions read: “Identify the document elements using the buttons below.” + + 3. **Label Options**: + - A list of field labels is given as a set of radio button selections, including: + - Text + - Picture + - Formula + - Code + - Complex-form + - Section-header + - Page-footer + - Page-header + - Footnote + - Table + - List-item + - Title + + 4. **Navigation Elements**: + There are three buttons at the bottom left: "Skip," "Filter," and "Submit." + There is additionally a highlighted "Report problem" button at the bottom right, in blue. + + The elements depicted visually serve to assist in identifying and tagging different parts of the document interface for further processing or analysis. + role: assistant + created: 1767616488 + id: chatcmpl-151 + model: ministral-3 + object: chat.completion + system_fingerprint: fp_ollama + usage: + completion_tokens: 290 + prompt_tokens: 836 + total_tokens: 1126 + status: + code: 200 + message: OK +version: 1 diff --git a/tests/test_converters.py b/tests/test_converters.py index 0ff9d48d..b08575f3 100644 --- a/tests/test_converters.py +++ b/tests/test_converters.py @@ -374,6 +374,51 @@ class TestDoclingLocalConverter: assert pic_desc.enabled is True assert pic_desc.timeout == 120 + @pytest.mark.asyncio + @pytest.mark.integration + @pytest.mark.vcr() + async def test_picture_description_end_to_end(self, config): + """End-to-end test: convert PDF with VLM picture descriptions.""" + pdf_path = Path("tests/data/doclaynet.pdf") + if not pdf_path.exists(): + pytest.skip("doclaynet.pdf not found") + + # Enable picture description with Ollama + config.processing.conversion_options.picture_description.enabled = True + config.processing.conversion_options.picture_description.model.provider = ( + "ollama" + ) + config.processing.conversion_options.picture_description.model.name = ( + "ministral-3" + ) + + converter = DoclingLocalConverter(config) + doc = await converter.convert_file(pdf_path) + + # Export to markdown and check for picture descriptions + markdown = doc.export_to_markdown() + + # The document should have pictures with descriptions + assert doc.pictures, "Document should have pictures" + + # Check that at least one picture has a description annotation + from docling_core.types.doc.document import PictureDescriptionData + + pictures_with_descriptions = [] + for pic in doc.pictures: + for ann in pic.annotations: + if isinstance(ann, PictureDescriptionData): + pictures_with_descriptions.append(pic) + # Description should appear in markdown output + assert ann.text in markdown, ( + f"Picture description '{ann.text[:50]}...' should be in markdown" + ) + break + + assert pictures_with_descriptions, ( + "At least one picture should have a VLM description" + ) + class TestDoclingServeConverter: """Tests for DoclingServeConverter (mocked)."""