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fix: allow to explicitly initialize the pipeline #189

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merged 2 commits into from
Oct 30, 2024
Merged

fix: allow to explicitly initialize the pipeline #189

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4dfa7e6
feat: allow to explicitly initialize the pipeline
dolfim-ibm Oct 30, 2024
e5b177e
clean examples
dolfim-ibm Oct 30, 2024
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12 changes: 8 additions & 4 deletions docling/document_converter.py
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Original file line number Diff line number Diff line change
Expand Up @@ -139,6 +139,10 @@ def __init__(

self.initialized_pipelines: Dict[Type[BasePipeline], BasePipeline] = {}

def initialize_pipeline(self, format: InputFormat):
"""Initialize the conversion pipeline for the selected format."""
self._get_pipeline(doc_format=format)

@validate_call(config=ConfigDict(strict=True))
def convert(
self,
Expand Down Expand Up @@ -219,13 +223,13 @@ def _convert(
else:
_log.info(f"Skipped a document. We lost {elapsed:.2f} sec.")

def _get_pipeline(self, doc: InputDocument) -> Optional[BasePipeline]:
def _get_pipeline(self, doc_format: InputFormat) -> Optional[BasePipeline]:
assert self.format_to_options is not None

fopt = self.format_to_options.get(doc.format)
fopt = self.format_to_options.get(doc_format)

if fopt is None:
raise RuntimeError(f"Could not get pipeline for document {doc.file}")
raise RuntimeError(f"Could not get pipeline for {doc_format}")
else:
pipeline_class = fopt.pipeline_cls
pipeline_options = fopt.pipeline_options
Expand Down Expand Up @@ -256,7 +260,7 @@ def _execute_pipeline(
self, in_doc: InputDocument, raises_on_error: bool
) -> ConversionResult:
if in_doc.valid:
pipeline = self._get_pipeline(in_doc)
pipeline = self._get_pipeline(in_doc.format)
if pipeline is None: # Can't find a default pipeline. Should this raise?
if raises_on_error:
raise RuntimeError(
Expand Down
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