From 2859636f68b4d78854f0cb09ab654ca47af40e7b Mon Sep 17 00:00:00 2001 From: David Huggins-Daines Date: Mon, 20 Nov 2023 15:36:01 -0500 Subject: [PATCH] =?UTF-8?q?Corriger=20l=C3=A9g=C3=A8rement=20la=20segmenta?= =?UTF-8?q?tion=20et=20l'=C3=A9tiquettage=20(#6)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * fix: corriger certains documents * fix: corriger indices de convert * fix: extraire plus de numeros * fix: utiliser modele specific quand pas de structure * chore: isort --- alexi/__init__.py | 2 +- alexi/analyse.py | 4 + alexi/extract.py | 15 +- alexi/models/crf.joblib.gz | Bin 360911 -> 149510 bytes alexi/models/crf.vl.joblib.gz | Bin 416621 -> 133177 bytes alexi/models/crfseq.joblib.gz | Bin 20717 -> 22153 bytes alexi/segment.py | 1 + data/train/construction_nostruct.csv | 340 ++ data/train/zonage_annexes.csv | 622 +++ data/train/zonage_sections.csv | 5282 +++++++++++++------------- data/train/zonage_titre.csv | 144 + data/train/zonage_zones.csv | 2008 +++++----- 12 files changed, 4766 insertions(+), 3652 deletions(-) create mode 100644 data/train/construction_nostruct.csv create mode 100644 data/train/zonage_annexes.csv create mode 100644 data/train/zonage_titre.csv diff --git a/alexi/__init__.py b/alexi/__init__.py index a693421..b9580eb 100644 --- a/alexi/__init__.py +++ b/alexi/__init__.py @@ -40,7 +40,7 @@ def write_csv( def convert_main(args: argparse.Namespace): """Convertir les PDF en CSV""" if args.pages: - pages = [max(0, int(x) - 1) for x in args.pages.split(",")] + pages = [max(1, int(x)) for x in args.pages.split(",")] else: pages = None conv = Converteur(args.pdf) diff --git a/alexi/analyse.py b/alexi/analyse.py index 1c6f63e..574b9d9 100644 --- a/alexi/analyse.py +++ b/alexi/analyse.py @@ -230,6 +230,10 @@ def __call__( LOGGER.info("Numéro extrait du titre: %s", m.group(1)) numero = m.group(1) titre = titre[: m.start(1)] + titre[m.end(1) :] + elif m := re.match(r".*(\b\d+-\d+-[A-Z]+$)", titre): + LOGGER.info("Numéro extrait du titre: %s", m.group(1)) + numero = m.group(1) + titre = titre[: m.start(1)] doc = Document(self.fileid, numero, titre) doc.meta = self.metadata # Group block-level text elements by page from segment tags diff --git a/alexi/extract.py b/alexi/extract.py index 502c55f..09bff9c 100644 --- a/alexi/extract.py +++ b/alexi/extract.py @@ -20,7 +20,7 @@ from alexi.label import DEFAULT_MODEL as DEFAULT_LABEL_MODEL from alexi.label import Extracteur from alexi.segment import DEFAULT_MODEL as DEFAULT_SEGMENT_MODEL -from alexi.segment import Segmenteur +from alexi.segment import DEFAULT_MODEL_NOSTRUCT, Segmenteur from alexi.types import Bloc LOGGER = logging.getLogger("extract") @@ -40,9 +40,7 @@ def add_arguments(parser: argparse.ArgumentParser) -> argparse.ArgumentParser: help="Ne pas utiliser le CSV de référence", action="store_true", ) - parser.add_argument( - "--segment-model", help="Modele CRF", type=Path, default=DEFAULT_SEGMENT_MODEL - ) + parser.add_argument("--segment-model", help="Modele CRF", type=Path) parser.add_argument( "--label-model", help="Modele CRF", type=Path, default=DEFAULT_LABEL_MODEL ) @@ -390,7 +388,6 @@ def make_doc_tree(docs: list[Document], outdir: Path): def main(args): - crf = None extracteur = Extracteur() args.outdir.mkdir(parents=True, exist_ok=True) docs = [] @@ -408,7 +405,13 @@ def main(args): LOGGER.info("Conversion, segmentation et classification de %s", path) conv = Converteur(path) feats = conv.extract_words() - if crf is None: + if args.segment_model is None: + if conv.tree is None: + LOGGER.warning("Structure logique absente: %s", path) + crf = Segmenteur(DEFAULT_MODEL_NOSTRUCT) + else: + crf = Segmenteur(DEFAULT_SEGMENT_MODEL) + else: crf = Segmenteur(args.segment_model) iob = list(extracteur(crf(feats))) diff --git a/alexi/models/crf.joblib.gz b/alexi/models/crf.joblib.gz index 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