Fix bug, improve quality

README.md

@@ -147,6 +147,20 @@ METADATA_FILE=../pdf_meta.json NUM_DEVICES=4 NUM_WORKERS=15 marker_chunk_convert
 
 Note that the env variables above are specific to this script, and cannot be set in `local.env`.
 
+
+## Use from python
+
+See the `convert_single_pdf` function for additional arguments that can be passed.
+
+```python
+from marker.convert import convert_single_pdf
+from marker.models import load_all_models
+
+fpath = "FILEPATH"
+model_lst = load_all_models()
+full_text, images, out_meta = convert_single_pdf(fpath, model_lst)
+```
+
 # Output format
 
 The output will be a markdown file, but there will also be a metadata json file that gives information about the conversion process.  It has these fields:

marker/layout/layout.py

@@ -63,12 +63,18 @@ def annotate_block_types(pages: List[Page]):
                 if min_dist_idx is None or dist < min_dist:
                     min_dist = dist
                     min_dist_idx = j
+                for line in block2.lines:
+                    dist = block2.distance(line.bbox)
+                    if min_dist_idx is None or dist < min_dist:
+                        min_dist = dist
+                        min_dist_idx = j
+
             if min_dist_idx is not None:
                 block.block_type = page.blocks[min_dist_idx].block_type
 
         for i, block in enumerate(page.blocks):
             if block.block_type is None:
-                block.block_type = "text"
+                block.block_type = "Text"
 
         # Merge blocks together, preserving pdf order
         curr_layout_idx = None

poetry.lock

@@ -1120,13 +1120,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.25.2"
+version = "0.26.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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-    {file = "huggingface_hub-0.25.2.tar.gz", hash = "sha256:a1014ea111a5f40ccd23f7f7ba8ac46e20fa3b658ced1f86a00c75c06ec6423c"},
+    {file = "huggingface_hub-0.26.0-py3-none-any.whl", hash = "sha256:e43b8f36042b2103b48dea822535e08f5f089c4aa7013a067fca7b4ebf7f85a3"},
+    {file = "huggingface_hub-0.26.0.tar.gz", hash = "sha256:524fe9281b015b76aa73ff1a83bf1cbe8cab851c9ac5ae5fcd2a25d5173ce629"},
 ]
 
 [package.dependencies]
@@ -1139,16 +1139,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
-inference = ["aiohttp", "minijinja (>=1.0)"]
-quality = ["mypy (==1.5.1)", "ruff (>=0.5.0)"]
+inference = ["aiohttp"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -1684,72 +1684,72 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
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 [[package]]
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 ]
 
 [package.extras]
-test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
 name = "ptyprocess"
@@ -4174,27 +4175,27 @@ snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python[
 
 [[package]]
 name = "surya-ocr"
-version = "0.6.3"
+version = "0.6.6"
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 optional = false
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+python-versions = "<4.0,>=3.10"
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 opencv-python = ">=4.9.0.80,<5.0.0.0"
-pdftext = ">=0.3.12,<0.4.0"
+pdftext = ">=0.3.17,<0.4.0"
 pillow = ">=10.2.0,<11.0.0"
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-torch = ">=2.3.0,<3.0.0"
+torch = ">=2.4.1,<3.0.0"
 transformers = ">=4.41.0,<5.0.0"
 
 [[package]]
@@ -4216,13 +4217,13 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "tabled-pdf"
-version = "0.1.0"
+version = "0.1.1"
 description = "Detect and recognize tables in PDFs and images."
 optional = false
 python-versions = "<4.0,>=3.10"
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 [package.dependencies]
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 python-dotenv = ">=1.0.1,<2.0.0"
 scikit-learn = ">=1.5.2,<2.0.0"
-surya-ocr = ">=0.6.3,<0.7.0"
+surya-ocr = ">=0.6.6,<0.7.0"
 tabulate = ">=0.9.0,<0.10.0"
 
 [[package]]
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+    {file = "yarl-1.15.5-cp39-cp39-win_amd64.whl", hash = "sha256:71730658be0b5de7c570a9795d7404c577b2313c1db370407092c66f70e04ccb"},
+    {file = "yarl-1.15.5-py3-none-any.whl", hash = "sha256:625f31d6650829fba4030b4e7bdb2d69e41510dddfa29a1da27076c199521757"},
+    {file = "yarl-1.15.5.tar.gz", hash = "sha256:8249147ee81c1cf4d1dc6f26ba28a1b9d92751529f83c308ad02164bb93abd0d"},
 ]
 
 [package.dependencies]
@@ -5075,4 +5076,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "fb9aaf82b97c40f5f850b3143558d44e7f6a501eb34e40bdfdc5d3a0aa58fecf"
+content-hash = "b5016a59dd59840e90f8e59b8d019868648d447905122c690c37dbda8369d726"

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "marker-pdf"
-version = "0.3.0"
+version = "0.3.1"
 description = "Convert PDF to markdown with high speed and accuracy."
 authors = ["Vik Paruchuri <github@vikas.sh>"]
 readme = "README.md"
@@ -32,11 +32,11 @@ tabulate = "^0.9.0"
 ftfy = "^6.1.1"
 texify = "^0.2.0"
 rapidfuzz = "^3.8.1"
-surya-ocr = "^0.6.3"
+surya-ocr = "^0.6.6"
 filetype = "^1.2.0"
 regex = "^2024.4.28"
-pdftext = "^0.3.16"
-tabled-pdf = "^0.1.0"
+pdftext = "^0.3.17"
+tabled-pdf = "^0.1.1"
 
 [tool.poetry.group.dev.dependencies]
 jupyter = "^1.0.0"