Fix SBI multiline table parsing and restore template-first bank analysis
This commit is contained in:
@@ -1,5 +1,7 @@
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from __future__ import annotations
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import logging
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from .idfc import IDFCFirstParser
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from .axis import AxisParser
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from .hdfc import HDFCParser
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@@ -17,7 +19,9 @@ from .rbl_bank import RBLBankParser
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from .andhra_pradesh_grameena_bank import AndhraPradeshGrameenaBankParser
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from .bank_identity import apply_detected_bank_identity
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from .base import extract_text
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from .template_engine import parse_with_template
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logger = logging.getLogger(__name__)
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PARSERS = [
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IDFCFirstParser,
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@@ -88,54 +92,137 @@ def detect_parser(text):
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return scored[0][1](), scored[0][0]
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def _selected_parser(bank_key: str, text: str):
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candidates = BANK_PARSERS.get(bank_key, [])
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if not candidates:
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return None, 0
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def _usable_result(result) -> bool:
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if result is None:
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return False
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try:
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_meta, frame = result
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return frame is not None and not frame.empty
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except Exception:
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return False
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def _identified(result, text: str):
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if not _usable_result(result):
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return None
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meta, frame = result
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return apply_detected_bank_identity(meta, frame, text)
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def _attempt(parser, path, text: str, route: str):
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try:
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result = parser.parse(path, text)
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result = _identified(result, text)
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if result is not None:
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meta, frame = result
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logger.info(
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"Bank analyzer route accepted: route=%s parser=%s rows=%s file=%s",
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route,
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getattr(meta, "parser_name", parser.__class__.__name__),
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len(frame),
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path,
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)
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return result
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logger.warning(
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"Bank analyzer route returned no rows: route=%s parser=%s file=%s",
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route,
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parser.__class__.__name__,
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path,
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)
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except Exception as exc:
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logger.warning(
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"Bank analyzer route failed: route=%s parser=%s file=%s error=%s",
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route,
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parser.__class__.__name__,
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path,
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exc,
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exc_info=True,
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)
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return None
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def _template_first(path, text: str, hint: str):
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try:
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result = parse_with_template(path, text=text, bank_hint=hint)
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result = _identified(result, text)
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if result is not None:
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meta, frame = result
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logger.info(
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"Bank analyzer template accepted: parser=%s rows=%s file=%s",
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getattr(meta, "parser_name", "TemplateBasedStatementParser"),
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len(frame),
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path,
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)
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return result
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logger.warning("Bank analyzer template returned no rows: file=%s", path)
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except Exception as exc:
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logger.warning(
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"Bank analyzer template rejected: file=%s error=%s",
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path,
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exc,
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exc_info=True,
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)
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return None
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def _ordered_bank_candidates(text: str):
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scored = sorted(
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((parser.detect(text), parser) for parser in candidates),
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((parser.detect(text), parser) for parser in PARSERS),
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key=lambda item: item[0],
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reverse=True,
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)
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if scored and scored[0][0] > 0:
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return scored[0][1](), scored[0][0]
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return None, 0
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def _parse_and_identify(parser, path, text: str):
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meta, df = parser.parse(path, text)
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return apply_detected_bank_identity(meta, df, text)
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return [parser for score, parser in scored if score > 0]
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def parse_pdf(path, bank_hint: str | None = None):
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"""Parse a statement using a validated template first, then bank parsers.
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Bank identity is resolved independently after extraction, so using a shared
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layout never labels a statement as the bank whose parser happens to have a
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similar table structure.
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"""
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hint = (bank_hint or "auto").strip().lower()
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text = extract_text(path)
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if hint == "hsbc":
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meta, df = HSBCParser().parse(path, text)
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return apply_detected_bank_identity(meta, df, text)
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template_result = _template_first(path, text, hint)
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if template_result is not None:
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return template_result
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if hint and hint != "auto":
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parser, score = _selected_parser(hint, text)
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if parser is None:
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label = dict(BANK_OPTIONS).get(hint, "the selected bank")
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raise ValueError(
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f"The uploaded statement does not match the selected {label} format. "
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"Please verify the selected bank or choose Auto Detect."
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)
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return _parse_and_identify(parser, path, text)
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parser, score = detect_parser(text)
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if parser is None and not (text or "").strip():
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# Image-only statements cannot be identified by pdftotext. HSBCParser
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# performs its own OCR identification and raises a precise mismatch error.
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try:
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meta, df = HSBCParser().parse(path, text)
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return apply_detected_bank_identity(meta, df, text)
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except ValueError:
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pass
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if parser is None:
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candidates = BANK_PARSERS.get(hint, [])
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for parser_class in sorted(candidates, key=lambda cls: cls.detect(text), reverse=True):
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result = _attempt(parser_class(), path, text, f"selected:{hint}")
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if result is not None:
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return result
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label = dict(BANK_OPTIONS).get(hint, "the selected bank")
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raise ValueError(
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"Unsupported statement format. Select the bank manually or add a bank-specific parser for this statement layout."
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f"The uploaded statement could not be parsed by a validated layout template or the "
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f"selected {label} parser. Please verify that the PDF is readable and supported."
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)
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return _parse_and_identify(parser, path, text)
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attempted: set[type] = set()
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for parser_class in _ordered_bank_candidates(text):
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attempted.add(parser_class)
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result = _attempt(parser_class(), path, text, "auto-detected")
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if result is not None:
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return result
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if not (text or "").strip():
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result = _attempt(HSBCParser(), path, text, "image-only-ocr")
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if result is not None:
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return result
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# A detector may miss a new bank layout even though an existing dedicated
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# parser can still extract and reconcile it. Keep this compatibility pass.
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for parser_class in PARSERS:
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if parser_class in attempted:
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continue
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result = _attempt(parser_class(), path, text, "compatibility-fallback")
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if result is not None:
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return result
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raise ValueError(
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"The bank statement format was identified, but no transaction rows could be extracted. "
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"The validated template engine and all bank-specific parsers were attempted. "
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"Please verify that the PDF is text-readable and that this statement layout is supported."
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)
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