Source code for cadrumo.adapters.inbound.financial.providers.detection
"""Provider registry and file-format auto-detection.Exposes ``detect_provider``, the entry point the financial-ingest applicationlayer calls to pick a concrete:class:`~adapters.inbound.financial.providers.base.FinancialProvider` for anarbitrary path. The detection strategy combines extension hinting withmagic-byte sniffing so a misnamed file (a PDF saved as ``.csv``, an XLSX insidea ``.txt``, etc.) still routes to the right parser."""from__future__importannotationsfrompathlibimportPathfrom.....core.external_constantsimportPDF_EXTENSION,XLSX_EXTENSIONfrom.....core.loggingimportget_loggerfrom._constantsimportCSV_EXTENSIONS,OFX_EXTENSIONSfrom._mapped_tabularimportMappedTabularProviderfrom.baseimportFinancialProviderfrom.csvimportCsvProviderfrom.ofximportOfxProviderfrom.pdf_n26importPdfN26Providerfrom.xlsximportXlsxProvider_logger=get_logger(__name__)def_exact_layout_candidates(path:Path)->tuple[FinancialProvider,...]:"""Order the exact fixed-layout providers by extension and content hint."""suffix=path.suffix.lower()ifsuffix==PDF_EXTENSION:return(PdfN26Provider(),CsvProvider(),XlsxProvider(),OfxProvider())ifsuffix==XLSX_EXTENSION:return(XlsxProvider(),CsvProvider(),OfxProvider(),PdfN26Provider())ifsuffixinOFX_EXTENSIONS:return(OfxProvider(),CsvProvider(),XlsxProvider(),PdfN26Provider())ifsuffixinCSV_EXTENSIONS:return(CsvProvider(),OfxProvider(),XlsxProvider(),PdfN26Provider())try:head=path.read_bytes()[:256]exceptOSError:_logger.warning("detect_provider: cannot read file header for sniffing path=%s",path,exc_info=True)return(CsvProvider(),XlsxProvider(),OfxProvider(),PdfN26Provider())upper_head=head.upper()ifhead.startswith(b"%PDF"):return(PdfN26Provider(),CsvProvider(),XlsxProvider(),OfxProvider())ifhead.startswith(b"PK"):return(XlsxProvider(),CsvProvider(),OfxProvider(),PdfN26Provider())ifb"<OFX>"inupper_headorb"<BANKTRANLIST>"inupper_head:return(OfxProvider(),CsvProvider(),XlsxProvider(),PdfN26Provider())return(CsvProvider(),XlsxProvider(),OfxProvider(),PdfN26Provider())
[docs]defdetect_provider(path:Path)->FinancialProvider|None:"""Return the first provider that validates the source successfully. Walks an extension- and content-prioritised candidate list and returns the first provider whose ``validate_source`` result is an ``is_valid`` :class:`~adapters.inbound.financial.providers.base.ProviderValidation`. Args: path: Source document to classify. Returns: The matching :class:`FinancialProvider`, or ``None`` when no provider can interpret ``path``. """providers=_ordered_candidates(path)forproviderinproviders:ifprovider.validate_source(path).is_valid:_logger.debug("detect_provider: matched %s for %s",provider.name,path.name)returnprovider_logger.warning("detect_provider: no provider matched %s",path.name)returnNone
def_ordered_candidates(path:Path)->tuple[FinancialProvider,...]:"""Order providers by extension hint and content sniffing, mapping lane last. :class:`MappedTabularProvider` is appended after every exact fixed-layout provider and never ahead of one. An exact layout match is a deterministic read of a known structure; the mapping lane's read depends on a per-file column-role mapping. Ordering the fallback earlier would let it shadow an exact provider on a known bank export, silently substituting an inferred parse for a deterministic one. """return(*_exact_layout_candidates(path),MappedTabularProvider())