src/fonduer/parser/models/table.py
"""Fonduer table context model."""
from sqlalchemy import Column, ForeignKey, Integer, String, UniqueConstraint
from sqlalchemy.orm import backref, relationship
from fonduer.parser.models.context import Context
class Table(Context):
"""A Table Context in a Document.
Used to represent tables found in a document.
.. note:: As of v0.6.2, ``<table>`` tags turn into ``Table``.
"""
__tablename__ = "table"
#: The unique id of the ``Table``.
id = Column(Integer, ForeignKey("context.id", ondelete="CASCADE"), primary_key=True)
#: The position of the ``Table`` in the ``Document``.
position = Column(Integer, nullable=False)
#: The name of a ``Table``.
name = Column(String, unique=False, nullable=True)
#: The id of the parent ``Document``.
document_id = Column(Integer, ForeignKey("document.id"))
#: The parent ``Document``.
document = relationship(
"Document",
backref=backref("tables", order_by=position, cascade="all, delete-orphan"),
foreign_keys=document_id,
)
#: The id of the parent ``Section``.
section_id = Column(Integer, ForeignKey("section.id"))
#: The parent ``Section``.
section = relationship(
"Section",
backref=backref("tables", order_by=position, cascade="all, delete-orphan"),
foreign_keys=section_id,
)
__mapper_args__ = {"polymorphic_identity": "table"}
__table_args__ = (UniqueConstraint(document_id, position),)
def __repr__(self) -> str:
"""Represent the context as a string."""
return (
f"Table("
f"Doc: {self.document.name}, "
f"Sec: {self.section.position}, "
f"Position: {self.position}"
f")"
)
def __gt__(self, other: "Table") -> bool:
"""Check if the context is greater than another context."""
# Allow sorting by comparing the string representations of each
return self.__repr__() > other.__repr__()
class Cell(Context):
"""A cell Context in a Document.
Used to represent the cells that comprise a table in a document.
.. note:: As of v0.6.2, ``<th>`` and ``<td>`` tags turn into ``Cell``.
"""
__tablename__ = "cell"
#: The unique id of the ``Cell``.
id = Column(Integer, ForeignKey("context.id", ondelete="CASCADE"), primary_key=True)
#: The position of the ``Cell`` in the ``Table``.
position = Column(Integer, nullable=False)
#: The name of a ``Cell``.
name = Column(String, unique=False, nullable=True)
#: The id of the parent ``Table``.
table_id = Column(Integer, ForeignKey("table.id"))
#: The parent ``Table``.
table = relationship(
"Table",
backref=backref("cells", order_by=position, cascade="all, delete-orphan"),
foreign_keys=table_id,
)
#: The id of the parent ``Document``.
document_id = Column(Integer, ForeignKey("document.id"))
#: The parent ``Document``.
document = relationship(
"Document",
backref=backref("cells", order_by=position, cascade="all, delete-orphan"),
foreign_keys=document_id,
)
#: The start index of the row in the ``Table`` the ``Cell`` is in.
row_start = Column(Integer)
#: The end index of the row in the ``Table`` the ``Cell`` is in.
row_end = Column(Integer)
#: The start index of the column in the ``Table`` the ``Cell`` is in.
col_start = Column(Integer)
#: The end index of the column in the ``Table`` the ``Cell`` is in.
col_end = Column(Integer)
__mapper_args__ = {"polymorphic_identity": "cell"}
__table_args__ = (UniqueConstraint(document_id, table_id, position),)
def __repr__(self) -> str:
"""Represent the context as a string."""
return (
f"Cell(Doc: {self.document.name}, "
f"Table: {self.table.position}, "
f"Row: {tuple({self.row_start, self.row_end})}, "
f"Col: {tuple({self.col_start, self.col_end})}, "
f"Pos: {self.position})"
)
def __gt__(self, other: "Cell") -> bool:
"""Check if the context is greater than another context."""
# Allow sorting by comparing the string representations of each
return self.__repr__() > other.__repr__()