Compare commits

...
Author SHA1 Message Date
Abimael MartellandClaude Fable 5 123d722423 feat(bindings): expose TextItem.mcid and structure-tree element extraction
Tagged PDFs carry a structure tree with real heading roles (H1..H6), and
the core already parses it (structure_tree::StructTree) and threads MCIDs
onto TextItem — but neither surfaced through the bindings.

- Expose TextItem.mcid (Option<i64>) through the napi and pyo3 bindings,
  matching the core field added with the marked-content extractor.
- Add StructRole::name(), the inverse of from_name, so roles have a
  stable string form.
- Add extract_structure_elements / extract_structure_elements_mem to the
  core: one (page, mcid, role) entry per marked-content reference, sorted
  by (page, mcid), empty for untagged PDFs. Pages are 1-indexed to match
  TextItem.page, so results join directly against
  extract_text_with_positions output.
- Bind it as extractStructureElements (napi) and
  extract_structure_elements / extract_structure_elements_bytes (pyo3),
  with type-stub updates in pdf_inspector.pyi.
- Cover the join in Rust integration tests, napi test.mjs, and pytest,
  using the existing firecrawl_docs_tagged.pdf fixture (tagged) and
  thermo-freon12.pdf (untagged).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-08-10 19:50:11 -07:00
8 changed files with 557 additions and 0 deletions
+54
View File
@@ -89,6 +89,11 @@ pub struct TextItem {
pub item_type: ItemType,
/// URL for link items, `None` for other types.
pub link_url: Option<String>,
/// Marked Content ID from the content stream's BDC/BMC operator, `None`
/// when the text is not part of marked content. Join with the
/// `page`/`mcid` pairs from [`extractStructureElements`] to attach
/// structure-tree roles (headings, paragraphs, …) in tagged PDFs.
pub mcid: Option<i64>,
}
/// A page's regions for text extraction: (page_index_0based, bboxes).
@@ -306,12 +311,61 @@ pub fn extract_text_with_positions(
is_strikeout: item.is_strikeout,
item_type,
link_url,
mcid: item.mcid,
}
})
.collect())
})
}
/// One structure-tree element reference from a tagged PDF.
#[napi(object)]
pub struct StructureElementJs {
/// 1-indexed page number (matches `TextItem.page`).
pub page: u32,
/// Marked Content ID from the page's content stream (matches
/// `TextItem.mcid`).
pub mcid: i64,
/// Standard structure type name ("H1".."H6", "P", "Table", "TD", …).
/// Custom tags are resolved through the document's role map; tags with
/// no standard mapping are returned verbatim.
pub role: String,
}
/// Extract structure-tree element references from a tagged PDF.
///
/// Parses the document's structure tree (when present) and returns one
/// entry per marked-content reference, resolved to its 1-indexed page,
/// MCID, and structure type name. Returns an empty array when the PDF is
/// not tagged.
///
/// Join `(page, mcid)` against the `page`/`mcid` fields from
/// [`extractTextWithPositions`] to attach heading levels (H1..H6) and other
/// semantic roles to extracted text.
///
/// Pass 1-indexed page numbers (matching `TextItem.page`) to restrict
/// output; omit `pages` for the whole document. Entries are sorted by
/// `(page, mcid)`.
#[napi]
pub fn extract_structure_elements(
buffer: Buffer,
pages: Option<Vec<u32>>,
) -> Result<Vec<StructureElementJs>> {
let bytes: Vec<u8> = buffer.to_vec();
catch_panic("extract_structure_elements", move || {
let elements = pdf_inspector::extract_structure_elements_mem(&bytes, pages.as_deref())
.map_err(|e| to_napi_err(e, "extract_structure_elements"))?;
Ok(elements
.into_iter()
.map(|e| StructureElementJs {
page: e.page,
mcid: e.mcid,
role: e.role,
})
.collect())
})
}
/// Extract text within bounding-box regions from a PDF.
///
/// For hybrid OCR: layout model detects regions in rendered images,
+42
View File
@@ -8,6 +8,7 @@ import {
classifyPdfAsync,
extractText,
extractTextWithPositions,
extractStructureElements,
extractTextInRegions,
detectVectorGridInRegion,
extractPagesMarkdown,
@@ -15,6 +16,7 @@ import {
} from './index.js';
const fixture = readFileSync('../tests/fixtures/thermo-freon12.pdf');
const taggedFixture = readFileSync('../tests/fixtures/firecrawl_docs_tagged.pdf');
// --- processPdf ---
console.log('Testing processPdf...');
@@ -82,6 +84,46 @@ assert.ok(page1Items.length > 0);
assert.ok(page1Items.every(i => i.page === 1));
console.log(' extractTextWithPositions with pages: OK');
// mcid: undefined on untagged PDFs, numeric on tagged marked content
assert.ok(items.every(i => i.mcid === undefined || typeof i.mcid === 'number'));
const taggedItems = extractTextWithPositions(taggedFixture);
assert.ok(
taggedItems.some(i => typeof i.mcid === 'number'),
'tagged PDF text items should carry Marked Content IDs',
);
console.log(' extractTextWithPositions mcid: OK');
// --- extractStructureElements ---
console.log('Testing extractStructureElements...');
const structureElements = extractStructureElements(taggedFixture);
assert.ok(structureElements.length > 0);
assert.ok(structureElements.every(e => typeof e.page === 'number'));
assert.ok(structureElements.every(e => typeof e.mcid === 'number'));
assert.ok(structureElements.every(e => typeof e.role === 'string' && e.role.length > 0));
assert.ok(
structureElements.some(e => e.role === 'H1'),
'tagged fixture should surface H1 heading roles',
);
// (page, mcid) joins against extractTextWithPositions to recover heading text
const h1Refs = new Set(
structureElements.filter(e => e.role === 'H1').map(e => `${e.page}:${e.mcid}`),
);
const h1Text = taggedItems
.filter(i => typeof i.mcid === 'number' && h1Refs.has(`${i.page}:${i.mcid}`))
.map(i => i.text)
.join('');
assert.ok(h1Text.trim().length > 0, 'H1 join should recover heading text');
// pages filter is 1-indexed, matching TextItem.page
const page1Elements = extractStructureElements(taggedFixture, [1]);
assert.ok(page1Elements.length > 0);
assert.ok(page1Elements.every(e => e.page === 1));
// untagged PDFs yield an empty array
assert.deepEqual(extractStructureElements(fixture), []);
console.log(' extractStructureElements: OK');
// --- extractTextInRegions ---
console.log('Testing extractTextInRegions...');
const regionResults = extractTextInRegions(fixture, [
+35
View File
@@ -51,6 +51,20 @@ class TextItem:
is_underline: bool
is_strikeout: bool
item_type: str
mcid: Optional[int]
"""Marked Content ID from the content stream's BDC/BMC operator, None when
the text is not part of marked content. Join with the (page, mcid) pairs
from extract_structure_elements to attach structure-tree roles in tagged
PDFs."""
class StructureElement:
"""One structure-tree element reference from a tagged PDF."""
page: int
"""1-indexed page number (matches TextItem.page)."""
mcid: int
"""Marked Content ID from the page's content stream (matches TextItem.mcid)."""
role: str
"""Standard structure type name ("H1".."H6", "P", "Table", "TD", ...)."""
class RegionText:
"""Extracted text for a single region."""
@@ -132,6 +146,27 @@ def extract_text_with_positions_bytes(data: bytes, pages: Optional[list[int]] =
"""Extract text with position information from bytes."""
...
def extract_structure_elements(path: str, pages: Optional[list[int]] = None) -> list[StructureElement]:
"""Extract structure-tree element references from a tagged PDF file.
Returns one entry per marked-content reference, resolved to its 1-indexed
page, MCID, and structure type name ("H1".."H6", "P", "Table", ...), sorted
by (page, mcid). Returns an empty list when the PDF is not tagged.
Args:
path: Path to the PDF file.
pages: Optional list of 1-indexed pages (matching ``TextItem.page``).
When ``None`` (default), the whole document is returned.
"""
...
def extract_structure_elements_bytes(data: bytes, pages: Optional[list[int]] = None) -> list[StructureElement]:
"""Extract structure-tree element references from tagged PDF bytes.
See :func:`extract_structure_elements` for details.
"""
...
def extract_text_in_regions(
path: str,
page_regions: list[tuple[int, list[list[float]]]],
+74
View File
@@ -657,6 +657,80 @@ pub fn extract_pages_markdown<P: AsRef<Path>>(
extract_pages_markdown_mem(&buffer, pages)
}
// =========================================================================
// Structure-tree element extraction (tagged PDFs)
// =========================================================================
/// One structure-tree element reference from a tagged PDF, resolved to a
/// page and Marked Content ID.
///
/// Join `(page, mcid)` against [`TextItem::page`] / [`TextItem::mcid`] from
/// [`extract_text_with_positions`] to attach semantic roles (heading levels,
/// paragraphs, table cells, …) to extracted text.
#[derive(Debug, Clone)]
pub struct StructureElement {
/// 1-indexed page number (matches [`TextItem::page`]).
pub page: u32,
/// Marked Content ID from the page's content stream (matches
/// [`TextItem::mcid`]).
pub mcid: i64,
/// Standard structure type name ("H1".."H6", "P", "Table", "TD", …).
/// Custom tags are resolved through the document's `/RoleMap`; tags
/// with no standard mapping are returned verbatim.
pub role: String,
}
/// Extract structure-tree element references from a tagged PDF in memory.
///
/// Parses `/StructTreeRoot` (when present) and returns one entry per
/// marked-content reference, resolved to its 1-indexed page, MCID, and
/// structure type name. Returns an empty list when the PDF is not tagged.
///
/// Pass `Some(&[...])` with 1-indexed page numbers (matching
/// [`TextItem::page`]) to restrict output to those pages; pass `None` for
/// the whole document. Entries are sorted by `(page, mcid)`.
pub fn extract_structure_elements_mem(
buffer: &[u8],
pages: Option<&[u32]>,
) -> Result<Vec<StructureElement>, PdfError> {
validate_pdf_bytes(buffer)?;
let (doc, _page_count) = load_document_from_mem(buffer)?;
let Some(tree) = structure_tree::StructTree::from_doc(&doc) else {
return Ok(Vec::new());
};
let page_ids = doc.get_pages();
let roles = tree.mcid_to_roles(&page_ids);
let page_filter: Option<HashSet<u32>> = pages.map(|p| p.iter().copied().collect());
let mut elements: Vec<StructureElement> = roles
.into_iter()
.filter(|(page, _)| page_filter.as_ref().is_none_or(|f| f.contains(page)))
.flat_map(|(page, mcids)| {
mcids.into_iter().map(move |(mcid, role)| StructureElement {
page,
mcid,
role: role.name().to_string(),
})
})
.collect();
elements.sort_unstable_by_key(|e| (e.page, e.mcid));
Ok(elements)
}
/// Path-based wrapper for [`extract_structure_elements_mem`].
///
/// Reads the PDF from disk and extracts structure-tree element references.
/// Pass `None` for `pages` to return the whole document, or `Some(&[...])`
/// to restrict to specific 1-indexed pages.
pub fn extract_structure_elements<P: AsRef<Path>>(
path: P,
pages: Option<&[u32]>,
) -> Result<Vec<StructureElement>, PdfError> {
validate_pdf_file(&path)?;
let buffer = std::fs::read(path.as_ref())?;
extract_structure_elements_mem(&buffer, pages)
}
// =========================================================================
// Region-based text extraction (for hybrid OCR pipelines)
// =========================================================================
+89
View File
@@ -271,6 +271,12 @@ pub struct PyTextItem {
pub is_strikeout: bool,
#[pyo3(get)]
pub item_type: String,
/// Marked Content ID from the content stream's BDC/BMC operator, None
/// when the text is not part of marked content. Join with the
/// (page, mcid) pairs from extract_structure_elements to attach
/// structure-tree roles (headings, paragraphs, ...) in tagged PDFs.
#[pyo3(get)]
pub mcid: Option<i64>,
}
#[pymethods]
@@ -286,6 +292,32 @@ impl PyTextItem {
}
}
/// One structure-tree element reference from a tagged PDF.
#[pyclass(name = "StructureElement")]
#[derive(Clone)]
pub struct PyStructureElement {
/// 1-indexed page number (matches TextItem.page).
#[pyo3(get)]
pub page: u32,
/// Marked Content ID from the page's content stream (matches
/// TextItem.mcid).
#[pyo3(get)]
pub mcid: i64,
/// Standard structure type name ("H1".."H6", "P", "Table", "TD", ...).
#[pyo3(get)]
pub role: String,
}
#[pymethods]
impl PyStructureElement {
fn __repr__(&self) -> String {
format!(
"StructureElement(page={}, mcid={}, role='{}')",
self.page, self.mcid, self.role
)
}
}
// ---------------------------------------------------------------------------
// Helpers
// ---------------------------------------------------------------------------
@@ -356,6 +388,18 @@ fn convert_text_items(items: Vec<crate::TextItem>) -> Vec<PyTextItem> {
is_underline: item.is_underline,
is_strikeout: item.is_strikeout,
item_type: item_type_str(&item.item_type),
mcid: item.mcid,
})
.collect()
}
fn convert_structure_elements(elements: Vec<crate::StructureElement>) -> Vec<PyStructureElement> {
elements
.into_iter()
.map(|e| PyStructureElement {
page: e.page,
mcid: e.mcid,
role: e.role,
})
.collect()
}
@@ -613,6 +657,48 @@ fn extract_pages_markdown_bytes(
Ok(to_py_pages_result(result))
}
/// Extract structure-tree element references from a tagged PDF file.
///
/// Parses the document's structure tree (when present) and returns one
/// entry per marked-content reference, resolved to its 1-indexed page,
/// MCID, and structure type name ("H1".."H6", "P", "Table", ...). Returns
/// an empty list when the PDF is not tagged.
///
/// Join (page, mcid) against the page/mcid attributes from
/// [`extract_text_with_positions`] to attach heading levels and other
/// semantic roles to extracted text.
///
/// Args:
/// path: Path to the PDF file.
/// pages: Optional list of 1-indexed pages (matching TextItem.page).
/// When None (default), the whole document is returned.
///
/// Returns:
/// List of StructureElement sorted by (page, mcid).
#[pyfunction]
#[pyo3(signature = (path, pages=None))]
fn extract_structure_elements(
path: &str,
pages: Option<Vec<u32>>,
) -> PyResult<Vec<PyStructureElement>> {
let elements = crate::extract_structure_elements(path, pages.as_deref()).map_err(to_py_err)?;
Ok(convert_structure_elements(elements))
}
/// Extract structure-tree element references from tagged PDF bytes.
///
/// See [`extract_structure_elements`] for details.
#[pyfunction]
#[pyo3(signature = (data, pages=None))]
fn extract_structure_elements_bytes(
data: &[u8],
pages: Option<Vec<u32>>,
) -> PyResult<Vec<PyStructureElement>> {
let elements =
crate::extract_structure_elements_mem(data, pages.as_deref()).map_err(to_py_err)?;
Ok(convert_structure_elements(elements))
}
/// Python module definition.
#[pymodule]
fn pdf_inspector(m: &Bound<'_, PyModule>) -> PyResult<()> {
@@ -620,6 +706,7 @@ fn pdf_inspector(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<PyPageOcrReasons>()?;
m.add_class::<PyPdfClassification>()?;
m.add_class::<PyTextItem>()?;
m.add_class::<PyStructureElement>()?;
m.add_class::<PyRegionText>()?;
m.add_class::<PyPageRegionTexts>()?;
m.add_class::<PyPageMarkdown>()?;
@@ -634,6 +721,8 @@ fn pdf_inspector(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_function(wrap_pyfunction!(extract_text_bytes, m)?)?;
m.add_function(wrap_pyfunction!(extract_text_with_positions, m)?)?;
m.add_function(wrap_pyfunction!(extract_text_with_positions_bytes, m)?)?;
m.add_function(wrap_pyfunction!(extract_structure_elements, m)?)?;
m.add_function(wrap_pyfunction!(extract_structure_elements_bytes, m)?)?;
m.add_function(wrap_pyfunction!(extract_text_in_regions, m)?)?;
m.add_function(wrap_pyfunction!(extract_text_in_regions_bytes, m)?)?;
m.add_function(wrap_pyfunction!(extract_pages_markdown, m)?)?;
+119
View File
@@ -122,6 +122,65 @@ impl StructRole {
)
}
/// The standard structure type name for this role ("H1", "P", "Table", …).
///
/// Inverse of [`StructRole::from_name`]: for [`StructRole::Other`] the
/// custom tag name is returned verbatim.
pub fn name(&self) -> &str {
match self {
Self::Document => "Document",
Self::Part => "Part",
Self::Art => "Art",
Self::Sect => "Sect",
Self::Div => "Div",
Self::BlockQuote => "BlockQuote",
Self::Caption => "Caption",
Self::TOC => "TOC",
Self::TOCI => "TOCI",
Self::Index => "Index",
Self::NonStruct => "NonStruct",
Self::Private => "Private",
Self::H => "H",
Self::H1 => "H1",
Self::H2 => "H2",
Self::H3 => "H3",
Self::H4 => "H4",
Self::H5 => "H5",
Self::H6 => "H6",
Self::P => "P",
Self::L => "L",
Self::LI => "LI",
Self::Lbl => "Lbl",
Self::LBody => "LBody",
Self::Table => "Table",
Self::TR => "TR",
Self::TH => "TH",
Self::TD => "TD",
Self::THead => "THead",
Self::TBody => "TBody",
Self::TFoot => "TFoot",
Self::Span => "Span",
Self::Quote => "Quote",
Self::Note => "Note",
Self::Reference => "Reference",
Self::BibEntry => "BibEntry",
Self::Code => "Code",
Self::Link => "Link",
Self::Annot => "Annot",
Self::Figure => "Figure",
Self::Formula => "Formula",
Self::Form => "Form",
Self::Ruby => "Ruby",
Self::RB => "RB",
Self::RT => "RT",
Self::RP => "RP",
Self::Warichu => "Warichu",
Self::WT => "WT",
Self::WP => "WP",
Self::Other(name) => name,
}
}
fn from_name(name: &str) -> Self {
match name {
"Document" => Self::Document,
@@ -1233,6 +1292,66 @@ mod tests {
);
}
#[test]
fn test_struct_role_name_roundtrip() {
// `name()` is the inverse of `from_name` for every standard type.
for name in [
"Document",
"Part",
"Art",
"Sect",
"Div",
"BlockQuote",
"Caption",
"TOC",
"TOCI",
"Index",
"NonStruct",
"Private",
"H",
"H1",
"H2",
"H3",
"H4",
"H5",
"H6",
"P",
"L",
"LI",
"Lbl",
"LBody",
"Table",
"TR",
"TH",
"TD",
"THead",
"TBody",
"TFoot",
"Span",
"Quote",
"Note",
"Reference",
"BibEntry",
"Code",
"Link",
"Annot",
"Figure",
"Formula",
"Form",
"Ruby",
"RB",
"RT",
"RP",
"Warichu",
"WT",
"WP",
] {
assert_eq!(StructRole::from_name(name).name(), name);
}
// Custom tags pass through verbatim.
assert_eq!(StructRole::from_name("CustomTag").name(), "CustomTag");
}
#[test]
fn test_struct_role_with_role_map() {
let mut role_map = HashMap::new();
+71
View File
@@ -1429,6 +1429,77 @@ fn test_firecrawl_tagged_pdf_struct_tree() {
assert_eq!(fence_count % 2, 0, "Code fences should be balanced");
}
#[test]
fn test_tagged_pdf_text_items_carry_mcid() {
let buf = std::fs::read("tests/fixtures/firecrawl_docs_tagged.pdf").unwrap();
let items = pdf_inspector::extractor::extract_text_with_positions_mem(&buf).unwrap();
assert!(
items.iter().any(|i| i.mcid.is_some()),
"Tagged PDF text items should carry Marked Content IDs"
);
}
#[test]
fn test_extract_structure_elements_tagged_pdf() {
let buf = std::fs::read("tests/fixtures/firecrawl_docs_tagged.pdf").unwrap();
let elements = pdf_inspector::extract_structure_elements_mem(&buf, None).unwrap();
assert!(!elements.is_empty(), "Tagged PDF should yield elements");
assert!(
elements.iter().any(|e| e.role == "H1"),
"Should surface H1 heading roles"
);
assert!(
elements.iter().all(|e| !e.role.is_empty()),
"Every element should carry a role name"
);
// Sorted by (page, mcid) for deterministic output
assert!(
elements
.windows(2)
.all(|w| (w[0].page, w[0].mcid) <= (w[1].page, w[1].mcid)),
"Elements should be sorted by (page, mcid)"
);
// The advertised join: (page, mcid) pairs must line up with the
// mcid-carrying TextItems from positioned extraction, and joining the
// H1 entries must recover non-empty heading text.
let items = pdf_inspector::extractor::extract_text_with_positions_mem(&buf).unwrap();
let h1_refs: std::collections::HashSet<(u32, i64)> = elements
.iter()
.filter(|e| e.role == "H1")
.map(|e| (e.page, e.mcid))
.collect();
let h1_text: String = items
.iter()
.filter(|i| i.mcid.is_some_and(|mcid| h1_refs.contains(&(i.page, mcid))))
.map(|i| i.text.as_str())
.collect();
assert!(
!h1_text.trim().is_empty(),
"Joining H1 structure elements to text items should recover heading text"
);
// Page filter is 1-indexed (matching TextItem.page) and equals the
// corresponding subset of the full document result.
let page1 = pdf_inspector::extract_structure_elements_mem(&buf, Some(&[1])).unwrap();
assert!(!page1.is_empty(), "Page 1 should have elements");
assert!(page1.iter().all(|e| e.page == 1));
let full_page1_count = elements.iter().filter(|e| e.page == 1).count();
assert_eq!(page1.len(), full_page1_count);
}
#[test]
fn test_extract_structure_elements_untagged_pdf_empty() {
let buf = std::fs::read("tests/fixtures/thermo-freon12.pdf").unwrap();
let elements = pdf_inspector::extract_structure_elements_mem(&buf, None).unwrap();
assert!(
elements.is_empty(),
"Untagged PDF should yield no structure elements, got {:?}",
elements
);
}
#[test]
fn test_identity_h_no_tounicode_suppresses_garbage() {
// shinagawa_identity_h.pdf uses YuGothic with Identity-H encoding and no
+73
View File
@@ -203,6 +203,79 @@ class TestExtractTextWithPositions:
assert len(items) > 0
assert all(item.page == 1 for item in items)
def test_mcid(self):
# Untagged fixture: mcid is None or int, never anything else
items = pdf_inspector.extract_text_with_positions(
fixture_path("thermo-freon12.pdf")
)
assert all(item.mcid is None or isinstance(item.mcid, int) for item in items)
# Tagged fixture: marked content carries MCIDs
tagged = pdf_inspector.extract_text_with_positions(
fixture_path("firecrawl_docs_tagged.pdf")
)
assert any(item.mcid is not None for item in tagged)
# ---------------------------------------------------------------------------
# extract_structure_elements / extract_structure_elements_bytes
# ---------------------------------------------------------------------------
class TestExtractStructureElements:
def test_tagged_file(self):
elements = pdf_inspector.extract_structure_elements(
fixture_path("firecrawl_docs_tagged.pdf")
)
assert len(elements) > 0
assert all(isinstance(e.page, int) for e in elements)
assert all(isinstance(e.mcid, int) for e in elements)
assert all(isinstance(e.role, str) and len(e.role) > 0 for e in elements)
assert any(e.role == "H1" for e in elements)
def test_join_with_text_items(self):
# (page, mcid) joins against extract_text_with_positions to recover
# heading text
path = fixture_path("firecrawl_docs_tagged.pdf")
elements = pdf_inspector.extract_structure_elements(path)
items = pdf_inspector.extract_text_with_positions(path)
h1_refs = {(e.page, e.mcid) for e in elements if e.role == "H1"}
h1_text = "".join(
item.text
for item in items
if item.mcid is not None and (item.page, item.mcid) in h1_refs
)
assert len(h1_text.strip()) > 0
def test_with_pages(self):
# pages filter is 1-indexed, matching TextItem.page
elements = pdf_inspector.extract_structure_elements(
fixture_path("firecrawl_docs_tagged.pdf"), pages=[1]
)
assert len(elements) > 0
assert all(e.page == 1 for e in elements)
def test_bytes(self):
data = fixture_bytes("firecrawl_docs_tagged.pdf")
elements = pdf_inspector.extract_structure_elements_bytes(data)
assert len(elements) > 0
assert any(e.role == "H1" for e in elements)
def test_untagged_returns_empty(self):
elements = pdf_inspector.extract_structure_elements(
fixture_path("thermo-freon12.pdf")
)
assert elements == []
def test_repr(self):
elements = pdf_inspector.extract_structure_elements(
fixture_path("firecrawl_docs_tagged.pdf")
)
assert "StructureElement" in repr(elements[0])
def test_not_a_pdf(self):
with pytest.raises(ValueError):
pdf_inspector.extract_structure_elements_bytes(b"not a pdf")
# ---------------------------------------------------------------------------
# extract_text_in_regions / extract_text_in_regions_bytes