Files
pdfplumber/tests/test_utils.py
T
Jeremy Singer-Vine 1e976568d9 Reallow non-callable key_fn in .cluster_objects()
Resolves https://github.com/jsvine/pdfplumber/issues/691

Thanks to @jfuruness for flagging.
2022-10-01 09:35:42 -04:00

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#!/usr/bin/env python
import logging
import os
import re
import unittest
from itertools import groupby
from operator import itemgetter
import pandas as pd
import pytest
from pdfminer.pdfparser import PDFObjRef
from pdfminer.psparser import PSLiteral
import pdfplumber
from pdfplumber import utils
logging.disable(logging.ERROR)
HERE = os.path.abspath(os.path.dirname(__file__))
class Test(unittest.TestCase):
@classmethod
def setup_class(self):
self.pdf = pdfplumber.open(os.path.join(HERE, "pdfs/pdffill-demo.pdf"))
self.pdf_scotus = pdfplumber.open(
os.path.join(HERE, "pdfs/scotus-transcript-p1.pdf")
)
@classmethod
def teardown_class(self):
self.pdf.close()
def test_cluster_list(self):
a = [1, 2, 3, 4]
assert utils.cluster_list(a) == [[x] for x in a]
assert utils.cluster_list(a, tolerance=1) == [a]
a = [1, 2, 5, 6]
assert utils.cluster_list(a, tolerance=1) == [[1, 2], [5, 6]]
def test_cluster_objects(self):
a = ["a", "ab", "abc", "b"]
assert utils.cluster_objects(a, len, 0) == [["a", "b"], ["ab"], ["abc"]]
b = [{"x": 1, 7: "a"}, {"x": 1, 7: "b"}, {"x": 2, 7: "b"}, {"x": 2, 7: "b"}]
assert utils.cluster_objects(b, "x", 0) == [[b[0], b[1]], [b[2], b[3]]]
assert utils.cluster_objects(b, 7, 0) == [[b[0]], [b[1], b[2], b[3]]]
def test_resolve(self):
annot = self.pdf.annots[0]
annot_ad0 = utils.resolve(annot["data"]["A"]["D"][0])
assert annot_ad0["MediaBox"] == [0, 0, 612, 792]
assert utils.resolve(1) == 1
def test_resolve_all(self):
info = self.pdf.doc.xrefs[0].trailer["Info"]
assert type(info) == PDFObjRef
a = [{"info": info}]
a_res = utils.resolve_all(a)
assert a_res[0]["info"]["Producer"] == self.pdf.doc.info[0]["Producer"]
def test_decode_psl_list(self):
a = [PSLiteral("test"), "test_2"]
assert utils.decode_psl_list(a) == ["test", "test_2"]
def test_extract_words(self):
path = os.path.join(HERE, "pdfs/issue-192-example.pdf")
with pdfplumber.open(path) as pdf:
p = pdf.pages[0]
words = p.extract_words(vertical_ttb=False)
words_attr = p.extract_words(vertical_ttb=False, extra_attrs=["size"])
words_w_spaces = p.extract_words(vertical_ttb=False, keep_blank_chars=True)
words_rtl = p.extract_words(horizontal_ltr=False)
assert words[0]["text"] == "Agaaaaa:"
assert words[0]["direction"] == 1
assert "size" not in words[0]
assert round(words_attr[0]["size"], 2) == 9.96
assert words_w_spaces[0]["text"] == "Agaaaaa: AAAA"
vertical = [w for w in words if w["upright"] == 0]
assert vertical[0]["text"] == "Aaaaaabag8"
assert vertical[0]["direction"] == -1
assert words_rtl[1]["text"] == "baaabaaA/AAA"
assert words_rtl[1]["direction"] == -1
def test_extract_words_punctuation(self):
path = os.path.join(HERE, "pdfs/test-punkt.pdf")
with pdfplumber.open(path) as pdf:
wordsA = pdf.pages[0].extract_words(split_at_punctuation=True)
wordsB = pdf.pages[0].extract_words(split_at_punctuation=False)
wordsC = pdf.pages[0].extract_words(
split_at_punctuation=r"!\"&'()*+,.:;<=>?@[]^`{|}~"
)
assert wordsA[0]["text"] == "https"
assert (
wordsB[0]["text"]
== "https://dell-research-harvard.github.io/HJDataset/"
)
assert wordsC[2]["text"] == "//dell-research-harvard"
wordsA = pdf.pages[1].extract_words(split_at_punctuation=True)
wordsB = pdf.pages[1].extract_words(split_at_punctuation=False)
wordsC = pdf.pages[1].extract_words(
split_at_punctuation=r"!\"&'()*+,.:;<=>?@[]^`{|}~"
)
assert len(wordsA) == 4
assert len(wordsB) == 2
assert len(wordsC) == 2
wordsA = pdf.pages[2].extract_words(split_at_punctuation=True)
wordsB = pdf.pages[2].extract_words(split_at_punctuation=False)
wordsC = pdf.pages[2].extract_words(
split_at_punctuation=r"!\"&'()*+,.:;<=>?@[]^`{|}~"
)
assert wordsA[1]["text"] == "["
assert wordsB[1]["text"] == "[2,"
assert wordsC[1]["text"] == "["
wordsA = pdf.pages[3].extract_words(split_at_punctuation=True)
wordsB = pdf.pages[3].extract_words(split_at_punctuation=False)
wordsC = pdf.pages[3].extract_words(
split_at_punctuation=r"!\"&'()*+,.:;<=>?@[]^`{|}~"
)
assert wordsA[2]["text"] == "al"
assert wordsB[2]["text"] == "al."
assert wordsC[2]["text"] == "al"
def test_extract_text_punctuation(self):
path = os.path.join(HERE, "pdfs/test-punkt.pdf")
with pdfplumber.open(path) as pdf:
text = pdf.pages[0].extract_text(
layout=True,
split_at_punctuation=True,
)
assert "https " in text
def test_text_flow(self):
path = os.path.join(HERE, "pdfs/federal-register-2020-17221.pdf")
def words_to_text(words):
grouped = groupby(words, key=itemgetter("top"))
lines = [" ".join(word["text"] for word in grp) for top, grp in grouped]
return "\n".join(lines)
with pdfplumber.open(path) as pdf:
p0 = pdf.pages[0]
using_flow = p0.extract_words(use_text_flow=True)
not_using_flow = p0.extract_words()
target_text = (
"The FAA proposes to\n"
"supersede Airworthiness Directive (AD)\n"
"20182351, which applies to all The\n"
"Boeing Company Model 7378 and 737\n"
"9 (737 MAX) airplanes. Since AD 2018\n"
)
assert target_text in words_to_text(using_flow)
assert target_text not in words_to_text(not_using_flow)
def test_extract_text(self):
text = self.pdf.pages[0].extract_text()
goal_lines = [
"First Page Previous Page Next Page Last Page",
"Print",
"PDFill: PDF Drawing",
"You can open a PDF or create a blank PDF by PDFill.",
"Online Help",
"Here are the PDF drawings created by PDFill",
"Please save into a new PDF to see the effect!",
"Goto Page 2: Line Tool",
"Goto Page 3: Arrow Tool",
"Goto Page 4: Tool for Rectangle, Square and Rounded Corner",
"Goto Page 5: Tool for Circle, Ellipse, Arc, Pie",
"Goto Page 6: Tool for Basic Shapes",
"Goto Page 7: Tool for Curves",
"Here are the tools to change line width, style, arrow style and colors",
]
goal = "\n".join(goal_lines)
assert text == goal
assert self.pdf.pages[0].crop((0, 0, 1, 1)).extract_text() == ""
def test_extract_text_layout(self):
target = open(os.path.join(HERE, "comparisons/scotus-transcript-p1.txt")).read()
page = self.pdf_scotus.pages[0]
text = page.extract_text(layout=True)
utils_text = utils.extract_text(page.chars, layout=True)
assert text == utils_text
assert text == target
def test_extract_text_layout_cropped(self):
target = open(
os.path.join(HERE, "comparisons/scotus-transcript-p1-cropped.txt")
).read()
p = self.pdf_scotus.pages[0]
cropped = p.crop((90, 70, p.width, 300))
text = cropped.extract_text(layout=True)
assert text == target
def test_extract_text_nochars(self):
charless = self.pdf.pages[0].filter(lambda df: df["object_type"] != "char")
assert charless.extract_text() == ""
assert charless.extract_text(layout=True) == ""
def test_search_regex_compiled(self):
page = self.pdf_scotus.pages[0]
pat = re.compile(r"supreme\s+(\w+)", re.I)
results = page.search(pat)
assert results[0]["text"] == "SUPREME COURT"
assert results[0]["groups"] == ("COURT",)
assert results[1]["text"] == "Supreme Court"
assert results[1]["groups"] == ("Court",)
with pytest.raises(ValueError):
page.search(re.compile(r"x"), regex=False)
with pytest.raises(ValueError):
page.search(re.compile(r"x"), case=False)
def test_search_regex_uncompiled(self):
page = self.pdf_scotus.pages[0]
pat = r"supreme\s+(\w+)"
results = page.search(pat, case=False)
assert results[0]["text"] == "SUPREME COURT"
assert results[0]["groups"] == ("COURT",)
assert results[1]["text"] == "Supreme Court"
assert results[1]["groups"] == ("Court",)
def test_search_string(self):
page = self.pdf_scotus.pages[0]
results = page.search("SUPREME COURT", regex=False)
assert results[0]["text"] == "SUPREME COURT"
assert results[0]["groups"] == tuple()
results = page.search("supreme court", regex=False)
assert len(results) == 0
results = page.search("supreme court", regex=False, case=False)
assert len(results) == 2
results = page.search("supreme court", regex=True, case=False)
assert len(results) == 2
results = page.search(r"supreme\s+(\w+)", regex=False)
assert len(results) == 0
def test_intersects_bbox(self):
objs = [
# Is same as bbox
{
"x0": 0,
"top": 0,
"x1": 20,
"bottom": 20,
},
# Inside bbox
{
"x0": 10,
"top": 10,
"x1": 15,
"bottom": 15,
},
# Overlaps bbox
{
"x0": 10,
"top": 10,
"x1": 30,
"bottom": 30,
},
# Touching on one side
{
"x0": 20,
"top": 0,
"x1": 40,
"bottom": 20,
},
# Touching on one corner
{
"x0": 20,
"top": 20,
"x1": 40,
"bottom": 40,
},
# Fully outside
{
"x0": 21,
"top": 21,
"x1": 40,
"bottom": 40,
},
]
bbox = utils.obj_to_bbox(objs[0])
assert utils.intersects_bbox(objs, bbox) == objs[:4]
def test_resize_object(self):
obj = {
"x0": 5,
"x1": 10,
"top": 20,
"bottom": 30,
"width": 5,
"height": 10,
"doctop": 120,
"y0": 40,
"y1": 50,
}
assert utils.resize_object(obj, "x0", 0) == {
"x0": 0,
"x1": 10,
"top": 20,
"doctop": 120,
"bottom": 30,
"width": 10,
"height": 10,
"y0": 40,
"y1": 50,
}
assert utils.resize_object(obj, "x1", 50) == {
"x0": 5,
"x1": 50,
"top": 20,
"doctop": 120,
"bottom": 30,
"width": 45,
"height": 10,
"y0": 40,
"y1": 50,
}
assert utils.resize_object(obj, "top", 0) == {
"x0": 5,
"x1": 10,
"top": 0,
"doctop": 100,
"bottom": 30,
"height": 30,
"width": 5,
"y0": 40,
"y1": 70,
}
assert utils.resize_object(obj, "bottom", 40) == {
"x0": 5,
"x1": 10,
"top": 20,
"doctop": 120,
"bottom": 40,
"height": 20,
"width": 5,
"y0": 30,
"y1": 50,
}
def test_move_object(self):
a = {
"x0": 5,
"x1": 10,
"top": 20,
"bottom": 30,
"width": 5,
"height": 10,
"doctop": 120,
"y0": 40,
"y1": 50,
}
b = dict(a)
b["x0"] = 15
b["x1"] = 20
a_new = utils.move_object(a, "h", 10)
assert a_new == b
def test_snap_objects(self):
a = {
"x0": 5,
"x1": 10,
"top": 20,
"bottom": 30,
"width": 5,
"height": 10,
"doctop": 120,
"y0": 40,
"y1": 50,
}
b = dict(a)
b["x0"] = 6
b["x1"] = 11
c = dict(a)
c["x0"] = 7
c["x1"] = 12
a_new, b_new, c_new = utils.snap_objects([a, b, c], "x0", 1)
assert a_new == b_new == c_new
def test_filter_edges(self):
with pytest.raises(ValueError):
utils.filter_edges([], "x")
def test_to_list(self):
objs = [
{
"x0": 0,
"top": 0,
"x1": 20,
"bottom": 20,
},
{
"x0": 10,
"top": 10,
"x1": 15,
"bottom": 15,
},
]
assert utils.to_list(objs) == objs
assert utils.to_list(tuple(objs)) == objs
assert utils.to_list((o for o in objs)) == objs
assert utils.to_list(pd.DataFrame(objs)) == objs