pubs-extract/pubs/plugs/extract/annotation.py

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import math
import re
from dataclasses import dataclass, field
from typing import Dict
from pubs.paper import Paper
from pubs import pretty
TEXT_SIMILARITY_MINIMUM = 0.75
COLOR_SIMILARITY_MINIMUM = 0.833
COLORS = {
"red": (1, 0, 0),
"green": (0, 1, 0),
"blue": (0, 0, 1),
"yellow": (1, 1, 0),
"purple": (0.5, 0, 0.5),
"orange": (1, 0.65, 0),
}
class PaperAnnotated(Paper):
def __init__(self, citekey, bibdata, metadata=None, annotations=[]):
super(PaperAnnotated, self).__init__(citekey, bibdata, metadata)
self.annotations = annotations
@classmethod
def from_paper(cls, paper, annotations=[]):
return cls(paper.citekey, paper.bibdata, paper.metadata, annotations)
def __repr__(self):
return "PaperAnnotated(%s, %s, %s)" % (
self.citekey,
self.bibdata,
self.metadata,
)
def headline(self, short=False, max_authors=3):
headline = pretty.paper_oneliner(
self, citekey_only=short, max_authors=max_authors
)
return re.sub(r"\[pdf\]", "", headline).rstrip()
@dataclass
class Annotation:
"""A PDF annotation object"""
file: str
type: str = "Highlight"
text: str = ""
content: str = ""
page: int = 1
colors: Dict = field(default_factory=lambda: {"stroke": (0.0, 0.0, 0.0)})
tag: str = ""
def format(self, formatting):
"""Return a formatted string of the annotation.
Given a provided formatting pattern, this method returns the annotation
formatted with the correct marker replacements and removals, ready
for display or writing.
"""
output = formatting
replacements = {
r"{quote}": self.text,
r"{note}": self.content,
r"{page}": str(self.page),
r"{newline}": "\n",
r"{tag}": self.tag,
}
pattern = re.compile(
"|".join(
[re.escape(k) for k in sorted(replacements, key=len, reverse=True)]
),
flags=re.DOTALL,
)
patt_quote_container = re.compile(r"{%quote_container(.*?)%}")
patt_note_container = re.compile(r"{%note_container(.*?)%}")
patt_tag_container = re.compile(r"{%tag_container(.*?)%}")
output = patt_quote_container.sub(r"\1" if self.text else "", output)
output = patt_note_container.sub(r"\1" if self.content else "", output)
output = patt_tag_container.sub(r"\1" if self.tag else "", output)
return pattern.sub(lambda x: replacements[x.group(0)], output)
@property
def colorname(self):
"""Return the stringified version of the annotation color.
Finds the closest named color to the annotation and returns it,
using euclidian distance between the two color vectors.
"""
annot_colors = (
self.colors.get("stroke") or self.colors.get("fill") or (0.0, 0.0, 0.0)
)
nearest = None
minimum_similarity = COLOR_SIMILARITY_MINIMUM
for name, values in COLORS.items():
similarity_ratio = self._color_similarity_ratio(values, annot_colors)
if similarity_ratio > minimum_similarity:
minimum_similarity = similarity_ratio
nearest = name
return nearest
def _color_similarity_ratio(self, color_one, color_two):
"""Return the similarity of two colors between 0 and 1.
Takes two rgb color tuples made of floats between 0 and 1, e.g. (1, 0.65, 0) for orange,
and returns the similarity between them, with 1 being the same color and 0 being the
difference between full black and full white, as a float.
"""
return 1 - (abs(math.dist([*color_one], [*color_two])) / 3)