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Add render_text
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@ -549,7 +549,7 @@ def fully_featured_doc_two_sentences(en_vocab):
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"it",
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"."
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]
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spaces = [False, True, True, True, True, True, True, True, False, False, True, True, False, False]
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spaces = [False, True, True, True, True, True, True, True, False, True, True, True, False, False]
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pos = [
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"PROPN",
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"PART",
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@ -639,3 +639,45 @@ def test_visualization_rich_render_table_two_sentences(
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if supports_ansi
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else "\n tree dep index text lemma pos tag morph ent \n------ -------- ----- ------- ------- ----- --- ------------------------- ------\n ╔>╔═ poss 0 Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n ║ ╚> case 1 's 's PART POS Poss=yes \n╔>╚═══ nsubj 2 sister sister NOUN NN Number=sing \n╠═════ ROOT 3 flew fly VERB VBD Tense=past|VerbForm=fin \n╠>╔═══ prep 4 to to ADP IN \n║ ║ ╔> compound 5 Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \n║ ╚>╚═ pobj 6 Valley valley PROPN NNP NounType=prop|Number=sing GPE \n╠══>╔═ prep 7 via via ADP IN \n║ ╚> pobj 8 London london PROPN NNP NounType=prop|Number=sing GPE \n╚════> punct 9 . . PUNCT . PunctType=peri \n\n\ntree dep index text lemma pos tag morph ent\n---- ----- ----- ----- ----- ----- --- ------------------------------------------------------ ---\n ╔> nsubj 10 She she PRON PRP Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs \n ╠═ ROOT 11 loved love VERB VBD Tense=Past|VerbForm=Fin \n ╠> dobj 12 it it PRON PRP Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs \n ╚> punct 13 . . PUNCT . PunctType=peri \n\n"
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)
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def test_render_text_with_text_format(
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fully_featured_doc_two_sentences,
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):
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formats = [
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AttributeFormat(
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"ent_type_",
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fg_color=50,
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value_dependent_fg_colors={"PERSON": 50},
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value_dependent_bg_colors={"PERSON": 12},
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),
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AttributeFormat(
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"text",
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fg_color=50,
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bg_color=53,
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value_dependent_fg_colors={"PERSON": 50},
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value_dependent_bg_colors={"PERSON": 12},
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),
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AttributeFormat(
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"lemma_",
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fg_color=50,
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bg_color=53,
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permitted_values=("fly", "valley")
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),
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]
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assert Visualizer().render_text(fully_featured_doc_two_sentences, formats) == "\x1b[38;5;50;48;5;53mSarah\x1b[0m \x1b[38;5;50;48;5;12mPERSON\x1b[0m's sister \x1b[38;5;50;48;5;53mflew\x1b[0m \x1b[38;5;50;48;5;53mfly\x1b[0m to \x1b[38;5;50;48;5;53mSilicon\x1b[0m \x1b[38;5;50mGPE\x1b[0m \x1b[38;5;50;48;5;53mValley\x1b[0m \x1b[38;5;50mGPE\x1b[0m \x1b[38;5;50;48;5;53mvalley\x1b[0m via \x1b[38;5;50;48;5;53mLondon\x1b[0m \x1b[38;5;50mGPE\x1b[0m. She loved it." if supports_ansi else "Sarah PERSON's sister flew fly to Silicon GPE Valley GPE valley via London GPE. She loved it."
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def test_render_text_without_text_format(
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fully_featured_doc_two_sentences,
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):
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formats = [
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AttributeFormat(
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"ent_type_",
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value_dependent_fg_colors={"PERSON": 50},
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value_dependent_bg_colors={"PERSON": 12},
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),
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AttributeFormat(
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"lemma_",
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permitted_values=("fly", "valley")
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),
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]
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assert Visualizer().render_text(fully_featured_doc_two_sentences, formats) == "Sarah \x1b[38;5;50;48;5;12mPERSON\x1b[0m's sister flew fly to Silicon GPE Valley GPE valley via London GPE. She loved it." if supports_ansi else "Sarah PERSON's sister flew fly to Silicon GPE Valley GPE valley via London GPE. She loved it."
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@ -6,63 +6,6 @@ from spacy.tokens import Span, Token, Doc
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from spacy.util import working_dir
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class AttributeFormat:
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def __init__(
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self,
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attribute: str,
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*,
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name: str = "",
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aligns: str = "l",
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max_width: int = None,
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fg_color: Union[str, int] = None,
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bg_color: Union[str, int] = None,
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permitted_values: tuple = None,
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value_dependent_fg_colors: dict[str, Union[str, int]] = None,
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value_dependent_bg_colors: dict[str, Union[str, int]] = None,
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):
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self.attribute = attribute
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self.name = name
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self.aligns = aligns
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self.max_width = max_width
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self.fg_color = fg_color
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self.bg_color = bg_color
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self.permitted_values = permitted_values
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self.value_dependent_fg_colors = value_dependent_fg_colors
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self.value_dependent_bg_colors = value_dependent_bg_colors
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self.printer = wasabi.Printer(no_print=True)
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def render(
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self,
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token: Token,
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*,
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ignore_colors: bool = False,
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) -> str:
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obj = token
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parts = self.attribute.split(".")
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for part in parts[:-1]:
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obj = getattr(obj, part)
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value = str(getattr(obj, parts[-1]))
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if self.permitted_values is not None and value not in (
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str(v) for v in self.permitted_values
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):
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return ""
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if self.max_width is not None:
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value = value[: self.max_width]
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fg_color = (
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self.value_dependent_fg_colors.get(value, None)
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if not ignore_colors and self.value_dependent_fg_colors is not None
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else None
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)
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bg_color = (
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self.value_dependent_bg_colors.get(value, None)
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if not ignore_colors and self.value_dependent_bg_colors is not None
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else None
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)
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if fg_color is not None or bg_color is not None:
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value = self.printer.text(value, color=fg_color, bg_color=bg_color)
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return value
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SPACE = 0
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HALF_HORIZONTAL_LINE = 1 # the half is the half further away from the root
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FULL_HORIZONTAL_LINE = 3
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@ -98,6 +41,65 @@ ROOT_LEFT_CHARS = {
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}
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class AttributeFormat:
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def __init__(
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self,
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attribute: str,
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*,
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name: str = "",
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aligns: str = "l",
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max_width: int = None,
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fg_color: Union[str, int] = None,
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bg_color: Union[str, int] = None,
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permitted_values: tuple = None,
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value_dependent_fg_colors: dict[str, Union[str, int]] = None,
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value_dependent_bg_colors: dict[str, Union[str, int]] = None,
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):
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self.attribute = attribute
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self.name = name
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self.aligns = aligns
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self.max_width = max_width
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self.fg_color = fg_color
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self.bg_color = bg_color
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self.permitted_values = permitted_values
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self.value_dependent_fg_colors = value_dependent_fg_colors
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self.value_dependent_bg_colors = value_dependent_bg_colors
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self.printer = wasabi.Printer(no_print=True)
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def render(
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self,
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token: Token,
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*,
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ignore_colors: bool = False,
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render_all_colors_within_values: bool = False,
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) -> str:
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obj = token
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parts = self.attribute.split(".")
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for part in parts[:-1]:
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obj = getattr(obj, part)
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value = str(getattr(obj, parts[-1]))
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if self.permitted_values is not None and value not in (
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str(v) for v in self.permitted_values
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):
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return ""
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if self.max_width is not None:
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value = value[: self.max_width]
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fg_color = None
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bg_color = None
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if not ignore_colors and len(value) > 0:
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if self.value_dependent_fg_colors is not None:
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fg_color = self.value_dependent_fg_colors.get(value, None)
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if fg_color is None and render_all_colors_within_values:
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fg_color = self.fg_color
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if self.value_dependent_bg_colors is not None:
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bg_color = self.value_dependent_bg_colors.get(value, None)
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if bg_color is None and render_all_colors_within_values:
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bg_color = self.bg_color
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if fg_color is not None or bg_color is not None:
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value = self.printer.text(value, color=fg_color, bg_color=bg_color)
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return value
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class Visualizer:
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@staticmethod
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def render_dependency_tree(sent: Span, root_right: bool) -> list[str]:
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@ -384,10 +386,23 @@ class Visualizer:
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def render_text(self, doc: Doc, attributes: list[AttributeFormat]) -> str:
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return_string = ""
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text_attributes = [a for a in attributes if a.attribute == "text"]
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text_attribute = (
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text_attributes[0] if len(text_attributes) > 0 else AttributeFormat("text")
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)
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for token in doc:
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return_string += token.text_with_ws
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for attribute in attributes:
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if self.get_entity(
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token,
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):
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pass
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this_token_strings = [""]
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for attribute in (a for a in attributes if a.attribute != "text"):
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attribute_text = attribute.render(
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token, render_all_colors_within_values=True
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)
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if attribute_text is not None and len(attribute_text) > 0:
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this_token_strings.append(" " + attribute_text)
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this_token_strings[0] = (
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token.text
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if len(this_token_strings) == 1
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else text_attribute.render(token, render_all_colors_within_values=True)
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)
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this_token_strings.append(token.whitespace_)
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return_string += "".join(this_token_strings)
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return return_string
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