pull/2/head
Vinayak Mehta 2018-09-23 12:45:01 +05:30
parent 7aaa7b2460
commit 959a252aa3
3 changed files with 124 additions and 82 deletions

View File

@ -5,10 +5,20 @@ import click
from . import __version__
from .io import read_pdf
from .utils import validate_input, remove_extra
@click.command()
class Config(object):
def __init__(self):
self.config = {}
def set_config(self, key, value):
self.config[key] = value
pass_config = click.make_pass_decorator(Config)
@click.group()
@click.version_option(version=__version__)
@click.option("-p", "--pages", default="1", help="Comma-separated page numbers"
" to parse. Example: 1,3,4 or 1,4-end")
@ -18,9 +28,6 @@ from .utils import validate_input, remove_extra
help="Output file format.")
@click.option("-z", "--zip", is_flag=True, help="Whether or not to create a ZIP"
" archive.")
@click.option("-T", "--table_area", default=[], multiple=True,
help="Table areas (x1,y1,x2,y2) to process.\n"
" x1, y1 -> left-top and x2, y2 -> right-bottom")
@click.option("-split", "--split_text", is_flag=True, help="Whether or not to"
" split text if it spans across multiple cells.")
@click.option("-flag", "--flag_size", is_flag=True, help="(inactive) Whether or"
@ -28,86 +35,121 @@ from .utils import validate_input, remove_extra
" super/subscripts)")
@click.option("-M", "--margins", nargs=3, default=(1.0, 0.5, 0.1),
help="char_margin, line_margin, word_margin for PDFMiner.")
@click.option("-G", "--geometry_type",
@click.pass_context
def cli(ctx, *args, **kwargs):
ctx.obj = Config()
for key, value in kwargs.iteritems():
ctx.obj.set_config(key, value)
@cli.command('lattice')
@click.option("-T", "--table_area", default=[], multiple=True,
help="Table areas (x1,y1,x2,y2) to process.\n"
" x1, y1 -> left-top and x2, y2 -> right-bottom")
@click.option("-back", "--process_background", is_flag=True,
help="(with --mesh) Whether or not to process lines that are in"
" background.")
@click.option("-scale", "--line_size_scaling", default=15,
help="(with --mesh) Factor by which the page dimensions will be"
" divided to get smallest length of detected lines.")
@click.option("-copy", "--copy_text", default=[], type=click.Choice(["h", "v"]),
multiple=True, help="(with --mesh) Specify direction"
" in which text will be copied over in a spanning cell.")
@click.option("-shift", "--shift_text", default=["l", "t"],
type=click.Choice(["", "l", "r", "t", "b"]), multiple=True,
help="(with --mesh) Specify direction in which text in a spanning"
" cell should flow.")
@click.option("-l", "--line_close_tol", default=2,
help="(with --mesh) Tolerance parameter used to merge close vertical"
" lines and close horizontal lines.")
@click.option("-j", "--joint_close_tol", default=2,
help="(with --mesh) Tolerance parameter used to decide whether"
" the detected lines and points lie close to each other.")
@click.option("-block", "--threshold_blocksize", default=15,
help="(with --mesh) For adaptive thresholding, size of a pixel"
" neighborhood that is used to calculate a threshold value for"
" the pixel: 3, 5, 7, and so on.")
@click.option("-const", "--threshold_constant", default=-2,
help="(with --mesh) For adaptive thresholding, constant subtracted"
" from the mean or weighted mean.\nNormally, it is positive but"
" may be zero or negative as well.")
@click.option("-I", "--iterations", default=0,
help="(with --mesh) Number of times for erosion/dilation is"
" applied.")
@click.option("-plot", "--plot_type",
type=click.Choice(["text", "table", "contour", "joint", "line"]),
help="Plot geometry found on pdf page for debugging.\n\n"
"text: Plot text objects. (Useful to get table_area and"
" columns coordinates)\ntable: Plot parsed table.\n"
"contour (with --mesh): Plot detected rectangles.\njoint (with --mesh): Plot detected line"
" intersections.\nline (with --mesh): Plot detected lines.")
help="Plot geometry found on PDF page for debugging.")
@click.argument("filepath", type=click.Path(exists=True))
def cli(*args, **kwargs):
pages = kwargs.pop("pages")
output = kwargs.pop("output")
f = kwargs.pop("format")
compress = kwargs.pop("zip")
mesh = kwargs.pop("mesh")
geometry_type = kwargs.pop("geometry_type")
@pass_config
def lattice(c, *args, **kwargs):
"""Use lines between text to generate table."""
conf = c.config
pages = conf.pop("pages")
output = conf.pop("output")
f = conf.pop("format")
compress = conf.pop("zip")
plot_type = kwargs.pop('plot_type')
filepath = kwargs.pop("filepath")
kwargs.update(conf)
table_area = list(kwargs['table_area'])
kwargs['table_area'] = None if not table_area else table_area
copy_text = list(kwargs['copy_text'])
kwargs['copy_text'] = None if not copy_text else copy_text
kwargs['shift_text'] = list(kwargs['shift_text'])
tables = read_pdf(filepath, pages=pages, flavor='lattice', **kwargs)
click.echo(tables)
if plot_type is not None:
for table in tables:
table.plot(plot_type)
else:
if output is None:
raise click.UsageError("Please specify output filepath using --output")
if f is None:
raise click.UsageError("Please specify output format using --format")
tables.export(output, f=f, compress=compress)
@cli.command('stream')
@click.option("-T", "--table_area", default=[], multiple=True,
help="Table areas (x1,y1,x2,y2) to process.\n"
" x1, y1 -> left-top and x2, y2 -> right-bottom")
@click.option("-C", "--columns", default=[], multiple=True,
help="x-coordinates of column separators.")
@click.option("-r", "--row_close_tol", default=2, help="Rows will be"
" formed by combining text vertically within this tolerance.")
@click.option("-c", "--col_close_tol", default=0, help="Columns will"
" be formed by combining text horizontally within this tolerance.")
@click.option("-plot", "--plot_type",
type=click.Choice(["text", "table"]),
help="Plot geometry found on PDF page for debugging.")
@click.argument("filepath", type=click.Path(exists=True))
@pass_config
def stream(c, *args, **kwargs):
"""Use spaces between text to generate table."""
conf = c.config
pages = conf.pop("pages")
output = conf.pop("output")
f = conf.pop("format")
compress = conf.pop("zip")
plot_type = kwargs.pop('plot_type')
filepath = kwargs.pop("filepath")
kwargs.update(conf)
table_area = list(kwargs['table_area'])
kwargs['table_area'] = None if not table_area else table_area
columns = list(kwargs['columns'])
kwargs['columns'] = None if not columns else columns
copy_text = list(kwargs['copy_text'])
kwargs['copy_text'] = None if not copy_text else copy_text
kwargs['shift_text'] = list(kwargs['shift_text'])
kwargs = remove_extra(kwargs, mesh=mesh)
tables = read_pdf(filepath, pages=pages, mesh=mesh, **kwargs)
tables = read_pdf(filepath, pages=pages, flavor='stream', **kwargs)
click.echo(tables)
if output is None:
raise click.UsageError("Please specify an output filepath using --output")
if f is None:
raise click.UsageError("Please specify an output format using --format")
tables.export(output, f=f, compress=compress)
@click.option("-T", "--table_area", default=[], multiple=True,
help="Table areas (x1,y1,x2,y2) to process.\n"
" x1, y1 -> left-top and x2, y2 -> right-bottom")
@click.option("-back", "--process_background", is_flag=True, cls=Mutex,
help="(with --mesh) Whether or not to process lines that are in"
" background.")
@click.option("-scale", "--line_size_scaling", default=15, cls=Mutex,
help="(with --mesh) Factor by which the page dimensions will be"
" divided to get smallest length of detected lines.")
@click.option("-copy", "--copy_text", default=[], type=click.Choice(["h", "v"]),
multiple=True, cls=Mutex, help="(with --mesh) Specify direction"
" in which text will be copied over in a spanning cell.")
@click.option("-shift", "--shift_text", default=["l", "t"],
type=click.Choice(["", "l", "r", "t", "b"]), multiple=True, cls=Mutex,
help="(with --mesh) Specify direction in which text in a spanning"
" cell should flow.")
@click.option("-l", "--line_close_tol", default=2, cls=Mutex,
help="(with --mesh) Tolerance parameter used to merge close vertical"
" lines and close horizontal lines.")
@click.option("-j", "--joint_close_tol", default=2, cls=Mutex,
help="(with --mesh) Tolerance parameter used to decide whether"
" the detected lines and points lie close to each other.")
@click.option("-block", "--threshold_blocksize", default=15, cls=Mutex,
help="(with --mesh) For adaptive thresholding, size of a pixel"
" neighborhood that is used to calculate a threshold value for"
" the pixel: 3, 5, 7, and so on.")
@click.option("-const", "--threshold_constant", default=-2, cls=Mutex,
help="(with --mesh) For adaptive thresholding, constant subtracted"
" from the mean or weighted mean.\nNormally, it is positive but"
" may be zero or negative as well.")
@click.option("-I", "--iterations", default=0, cls=Mutex,
help="(with --mesh) Number of times for erosion/dilation is"
" applied.")
def lattice(*args, **kwargs):
pass
@click.option("-T", "--table_area", default=[], multiple=True,
help="Table areas (x1,y1,x2,y2) to process.\n"
" x1, y1 -> left-top and x2, y2 -> right-bottom")
@click.option("-C", "--columns", default=[], multiple=True, cls=Mutex,
help="x-coordinates of column separators.")
@click.option("-r", "--row_close_tol", default=2, cls=Mutex, help="Rows will be"
" formed by combining text vertically within this tolerance.")
@click.option("-c", "--col_close_tol", default=0, cls=Mutex, help="Columns will"
" be formed by combining text horizontally within this tolerance.")
def stream(*args, **kwargs):
pass
if plot_type is not None:
for table in tables:
table.plot(plot_type)
else:
if output is None:
raise click.UsageError("Please specify output filepath using --output")
if f is None:
raise click.UsageError("Please specify output format using --format")
tables.export(output, f=f, compress=compress)

View File

@ -21,7 +21,7 @@ logger = setup_logging(__name__)
class Lattice(BaseParser):
"""Lattice method of parsing looks for lines between text
to form a table.
to generate table.
Parameters
----------
@ -83,7 +83,7 @@ class Lattice(BaseParser):
line_size_scaling=15, copy_text=None, shift_text=['l', 't'],
split_text=False, flag_size=False, line_close_tol=2,
joint_close_tol=2, threshold_blocksize=15, threshold_constant=-2,
iterations=0, margins=(1.0, 0.5, 0.1)):
iterations=0, margins=(1.0, 0.5, 0.1), **kwargs):
self.table_area = table_area
self.process_background = process_background
self.line_size_scaling = line_size_scaling

View File

@ -16,7 +16,7 @@ logger = setup_logging(__name__)
class Stream(BaseParser):
"""Stream method of parsing looks for spaces between text
to form a table.
to generate table.
If you want to specify columns when specifying multiple table
areas, make sure that the length of both lists are equal.
@ -51,7 +51,7 @@ class Stream(BaseParser):
"""
def __init__(self, table_area=None, columns=None, split_text=False,
flag_size=False, row_close_tol=2, col_close_tol=0,
margins=(1.0, 0.5, 0.1)):
margins=(1.0, 0.5, 0.1), **kwargs):
self.table_area = table_area
self.columns = columns
self._validate_columns()