mirror of
https://github.com/explosion/spaCy.git
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Add surrounding tokens functionality
This commit is contained in:
Richard Hudson
parent
ed788c5def
commit
e713aa0938
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@ -48,7 +48,7 @@ install_requires =
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preshed>=3.0.2,<3.1.0
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thinc>=8.0.12,<8.1.0
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blis>=0.4.0,<0.8.0
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wasabi>=0.8.1,<1.1.0
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wasabi>=0.9.0,<1.1.0
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srsly>=2.4.1,<3.0.0
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catalogue>=2.0.6,<2.1.0
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typer>=0.3.0,<0.5.0
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@ -227,6 +227,26 @@ def test_visualization_render_native_attribute_int(en_vocab):
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assert AttributeFormat("head.i").render(doc[2]) == "3"
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def test_visualization_render_native_attribute_int_with_right_padding(en_vocab):
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doc = Doc(
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en_vocab,
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words=[
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"I",
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"saw",
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"a",
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"horse",
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"yesterday",
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"that",
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"was",
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"injured",
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".",
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],
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heads=[1, None, 3, 1, 1, 7, 7, 3, 1],
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deps=["dep"] * 9,
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)
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assert AttributeFormat("head.i").render(doc[2], right_pad_to_length=3) == "3 "
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def test_visualization_render_native_attribute_str(en_vocab):
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doc = Doc(
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en_vocab,
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@ -278,6 +298,64 @@ def test_visualization_render_colors(en_vocab):
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)
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def test_visualization_render_whole_row_colors(en_vocab):
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doc = Doc(
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en_vocab,
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words=[
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"I",
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"saw",
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"a",
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"horse",
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"yesterday",
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"that",
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"was",
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"injured",
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".",
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],
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heads=[1, None, 3, 1, 1, 7, 7, 3, 1],
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deps=["dep"] * 9,
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)
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assert (
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AttributeFormat(
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"dep_",
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).render(doc[2], whole_row_fg_color=8, whole_row_bg_color=9)
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== "\x1b[38;5;8;48;5;9mdep\x1b[0m"
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if supports_ansi
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else "dep"
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)
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def test_visualization_render_whole_row_colors_with_value_dependent_colors(en_vocab):
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doc = Doc(
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en_vocab,
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words=[
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"I",
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"saw",
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"a",
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"horse",
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"yesterday",
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"that",
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"was",
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"injured",
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".",
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],
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heads=[1, None, 3, 1, 1, 7, 7, 3, 1],
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deps=["dep"] * 9,
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)
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assert (
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AttributeFormat(
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"dep_",
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value_dependent_fg_colors={"dep": 2},
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value_dependent_bg_colors={"dep": 11},
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).render(doc[2], whole_row_fg_color=8, whole_row_bg_color=9)
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== "\x1b[38;5;8;48;5;9mdep\x1b[0m"
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if supports_ansi
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else "dep"
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)
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def test_visualization_render_colors_only_fg(en_vocab):
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doc = Doc(
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en_vocab,
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@ -470,7 +548,9 @@ def test_visualization_minimal_render_table_one_sentence(
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AttributeFormat("ent_type_"),
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]
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assert (
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Visualizer().render_table(fully_featured_doc_one_sentence, formats).strip()
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Visualizer()
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.render_table(fully_featured_doc_one_sentence, formats, spacing=3)
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.strip()
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== """
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╔>╔═ poss Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON
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║ ╚> case 's 's PART POS Poss=yes
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@ -499,7 +579,7 @@ def test_visualization_minimal_render_table_empty_text_no_headers(
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AttributeFormat("morph"),
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AttributeFormat("ent_type_"),
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]
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assert Visualizer().render_table(Doc(en_vocab), formats).strip() == ""
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assert Visualizer().render_table(Doc(en_vocab), formats, spacing=3).strip() == ""
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def test_visualization_minimal_render_table_empty_text_headers(
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@ -515,7 +595,7 @@ def test_visualization_minimal_render_table_empty_text_headers(
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AttributeFormat("morph"),
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AttributeFormat("ent_type_", name="ent"),
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]
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assert Visualizer().render_table(Doc(en_vocab), formats).strip() == ""
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assert Visualizer().render_table(Doc(en_vocab), formats, spacing=3).strip() == ""
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def test_visualization_minimal_render_table_permitted_values(
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@ -532,7 +612,9 @@ def test_visualization_minimal_render_table_permitted_values(
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AttributeFormat("ent_type_"),
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]
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assert (
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Visualizer().render_table(fully_featured_doc_one_sentence, formats).strip()
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Visualizer()
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.render_table(fully_featured_doc_one_sentence, formats, spacing=3)
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.strip()
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== """
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╔>╔═ poss Sarah PROPN NNP NounType=prop|Number=sing PERSON
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║ ╚> case 's PART POS Poss=yes
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@ -595,7 +677,9 @@ def test_visualization_minimal_render_table_two_sentences(
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]
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assert (
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Visualizer().render_table(fully_featured_doc_two_sentences, formats).strip()
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Visualizer()
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.render_table(fully_featured_doc_two_sentences, formats, spacing=3)
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.strip()
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== """
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╔>╔═ poss Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON
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║ ╚> case 's 's PART POS Poss=yes
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@ -638,10 +722,41 @@ def test_visualization_rich_render_table_one_sentence(
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),
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]
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assert (
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Visualizer().render_table(fully_featured_doc_one_sentence, formats)
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== "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment \x1b[0m\n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m------\x1b[0m\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196m\x1b[38;5;50;48;5;12mPERSON\x1b[0m\x1b[0m\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's \x1b[38;5;100mPART \x1b[0m \x1b[38;5;100mPOS\x1b[0m \x1b[38;5;100mPoss=yes \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister \x1b[38;5;100mNOUN \x1b[0m \x1b[38;5;100mNN \x1b[0m \x1b[38;5;100mNumber=sing \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n"
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Visualizer().render_table(fully_featured_doc_one_sentence, formats, spacing=3)
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== "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment \x1b[0m\n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m------\x1b[0m\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196m\x1b[38;5;50;48;5;12mPERSON\x1b[0m\x1b[0m\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's \x1b[38;5;100mPART \x1b[0m \x1b[38;5;100mPOS\x1b[0m \x1b[38;5;100mPoss=yes \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister \x1b[38;5;100mNOUN \x1b[0m \x1b[38;5;100mNN \x1b[0m \x1b[38;5;100mNumber=sing \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n"
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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"
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else "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma pos tag morph ent \n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- ----- --- --------------- ------\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah PROPN NNP NounType=prop|N PERSON\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's PART POS Poss=yes \n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister NOUN NN Number=sing \n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly VERB VBD Tense=past|Verb \n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to ADP IN \n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via ADP IN \n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . PUNCT . PunctType=peri \n\n"
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)
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def test_visualization_rich_render_table_one_sentence_trigger_value_shorter_than_maximum(
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fully_featured_doc_one_sentence,
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):
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formats = [
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AttributeFormat("tree_left", name="tree", aligns="r", fg_color=2),
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AttributeFormat("dep_", name="dep", fg_color=2),
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AttributeFormat("i", name="index", aligns="r"),
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AttributeFormat(
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"text",
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name="text",
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fg_color=196,
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value_dependent_fg_colors={"'s": 50},
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value_dependent_bg_colors={"'s": 12},
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),
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AttributeFormat("lemma_", name="lemma"),
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AttributeFormat("pos_", name="pos", fg_color=100),
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AttributeFormat("tag_", name="tag", fg_color=100),
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AttributeFormat("morph", name="morph", fg_color=100, max_width=15),
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AttributeFormat(
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"ent_type_",
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name="ent",
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),
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]
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assert (
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Visualizer().render_table(fully_featured_doc_one_sentence, formats, spacing=3)
|
||||
== "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index \x1b[38;5;196mtext \x1b[0m lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m ent \n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- \x1b[38;5;196m-------\x1b[0m ------- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m ------\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 \x1b[38;5;196mSarah \x1b[0m sarah \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m PERSON\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 \x1b[38;5;196m\x1b[38;5;50;48;5;12m's\x1b[0m \x1b[0m 's \x1b[38;5;100mPART \x1b[0m \x1b[38;5;100mPOS\x1b[0m \x1b[38;5;100mPoss=yes \x1b[0m \n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 \x1b[38;5;196msister \x1b[0m sister \x1b[38;5;100mNOUN \x1b[0m \x1b[38;5;100mNN \x1b[0m \x1b[38;5;100mNumber=sing \x1b[0m \n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 \x1b[38;5;196mflew \x1b[0m fly \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=past|Verb\x1b[0m \n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 \x1b[38;5;196mto \x1b[0m to \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 \x1b[38;5;196mSilicon\x1b[0m silicon \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m GPE \n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 \x1b[38;5;196mValley \x1b[0m valley \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m GPE \n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 \x1b[38;5;196mvia \x1b[0m via \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 \x1b[38;5;196mLondon \x1b[0m london \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m GPE \n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 \x1b[38;5;196m. \x1b[0m . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \n\n"
|
||||
if supports_ansi
|
||||
else "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma pos tag \x1b[38;5;100mmorph \x1b[0m ent \n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- ----- --- \x1b[38;5;100m-------------------------\x1b[0m ------\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah PROPN NNP \x1b[38;5;100mNounType=prop|Number=sing\x1b[0m PERSON\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's PART POS \x1b[38;5;100mPoss=yes \x1b[0m \n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister NOUN NN \x1b[38;5;100mNumber=sing \x1b[0m \n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly VERB VBD \x1b[38;5;100mTense=past|VerbForm=fin \x1b[0m \n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to ADP IN \x1b[38;5;100m \x1b[0m \n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon PROPN NNP \x1b[38;5;100mNounType=prop|Number=sing\x1b[0m GPE \n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley PROPN NNP \x1b[38;5;100mNounType=prop|Number=sing\x1b[0m GPE \n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via ADP IN \x1b[38;5;100m \x1b[0m \n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london PROPN NNP \x1b[38;5;100mNounType=prop|Number=sing\x1b[0m GPE \n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . PUNCT . \x1b[38;5;100mPunctType=peri \x1b[0m \n\n"
|
||||
)
|
||||
|
||||
|
||||
|
|
@ -666,10 +781,10 @@ def test_visualization_rich_render_table_two_sentences(
|
|||
),
|
||||
]
|
||||
assert (
|
||||
Visualizer().render_table(fully_featured_doc_two_sentences, formats)
|
||||
== "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment \x1b[0m\n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m------\x1b[0m\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196m\x1b[38;5;50;48;5;12mPERSON\x1b[0m\x1b[0m\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's \x1b[38;5;100mPART \x1b[0m \x1b[38;5;100mPOS\x1b[0m \x1b[38;5;100mPoss=yes \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister \x1b[38;5;100mNOUN \x1b[0m \x1b[38;5;100mNN \x1b[0m \x1b[38;5;100mNumber=sing \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n\n\x1b[38;5;2mtree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment\x1b[0m\n\x1b[38;5;2m----\x1b[0m \x1b[38;5;2m-----\x1b[0m ----- ----- ----- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m---\x1b[0m\n\x1b[38;5;2m ╔>\x1b[0m \x1b[38;5;2mnsubj\x1b[0m 10 She she \x1b[38;5;100mPRON \x1b[0m \x1b[38;5;100mPRP\x1b[0m \x1b[38;5;100mCase=Nom|Gender\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╠═\x1b[0m \x1b[38;5;2mROOT \x1b[0m 11 loved love \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=Past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╠>\x1b[0m \x1b[38;5;2mdobj \x1b[0m 12 it it \x1b[38;5;100mPRON \x1b[0m \x1b[38;5;100mPRP\x1b[0m \x1b[38;5;100mCase=Acc|Gender\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╚>\x1b[0m \x1b[38;5;2mpunct\x1b[0m 13 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n"
|
||||
Visualizer().render_table(fully_featured_doc_two_sentences, formats, spacing=3)
|
||||
== "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment \x1b[0m\n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m------\x1b[0m\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196m\x1b[38;5;50;48;5;12mPERSON\x1b[0m\x1b[0m\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's \x1b[38;5;100mPART \x1b[0m \x1b[38;5;100mPOS\x1b[0m \x1b[38;5;100mPoss=yes \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister \x1b[38;5;100mNOUN \x1b[0m \x1b[38;5;100mNN \x1b[0m \x1b[38;5;100mNumber=sing \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via \x1b[38;5;100mADP \x1b[0m \x1b[38;5;100mIN \x1b[0m \x1b[38;5;100m \x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london \x1b[38;5;100mPROPN\x1b[0m \x1b[38;5;100mNNP\x1b[0m \x1b[38;5;100mNounType=prop|N\x1b[0m \x1b[38;5;196mGPE \x1b[0m\n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n\n\x1b[38;5;2mtree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma \x1b[38;5;100mpos \x1b[0m \x1b[38;5;100mtag\x1b[0m \x1b[38;5;100mmorph \x1b[0m \x1b[38;5;196ment\x1b[0m\n\x1b[38;5;2m----\x1b[0m \x1b[38;5;2m-----\x1b[0m ----- ----- ----- \x1b[38;5;100m-----\x1b[0m \x1b[38;5;100m---\x1b[0m \x1b[38;5;100m---------------\x1b[0m \x1b[38;5;196m---\x1b[0m\n\x1b[38;5;2m ╔>\x1b[0m \x1b[38;5;2mnsubj\x1b[0m 10 She she \x1b[38;5;100mPRON \x1b[0m \x1b[38;5;100mPRP\x1b[0m \x1b[38;5;100mCase=Nom|Gender\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╠═\x1b[0m \x1b[38;5;2mROOT \x1b[0m 11 loved love \x1b[38;5;100mVERB \x1b[0m \x1b[38;5;100mVBD\x1b[0m \x1b[38;5;100mTense=Past|Verb\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╠>\x1b[0m \x1b[38;5;2mdobj \x1b[0m 12 it it \x1b[38;5;100mPRON \x1b[0m \x1b[38;5;100mPRP\x1b[0m \x1b[38;5;100mCase=Acc|Gender\x1b[0m \x1b[38;5;196m \x1b[0m\n\x1b[38;5;2m ╚>\x1b[0m \x1b[38;5;2mpunct\x1b[0m 13 . . \x1b[38;5;100mPUNCT\x1b[0m \x1b[38;5;100m. \x1b[0m \x1b[38;5;100mPunctType=peri \x1b[0m \x1b[38;5;196m \x1b[0m\n\n"
|
||||
if supports_ansi
|
||||
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"
|
||||
else "\n\x1b[38;5;2m tree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma pos tag morph ent \n\x1b[38;5;2m------\x1b[0m \x1b[38;5;2m--------\x1b[0m ----- ------- ------- ----- --- --------------- ------\n\x1b[38;5;2m ╔>╔═\x1b[0m \x1b[38;5;2mposs \x1b[0m 0 Sarah sarah PROPN NNP NounType=prop|N PERSON\n\x1b[38;5;2m ║ ╚>\x1b[0m \x1b[38;5;2mcase \x1b[0m 1 's 's PART POS Poss=yes \n\x1b[38;5;2m╔>╚═══\x1b[0m \x1b[38;5;2mnsubj \x1b[0m 2 sister sister NOUN NN Number=sing \n\x1b[38;5;2m╠═════\x1b[0m \x1b[38;5;2mROOT \x1b[0m 3 flew fly VERB VBD Tense=past|Verb \n\x1b[38;5;2m╠>╔═══\x1b[0m \x1b[38;5;2mprep \x1b[0m 4 to to ADP IN \n\x1b[38;5;2m║ ║ ╔>\x1b[0m \x1b[38;5;2mcompound\x1b[0m 5 Silicon silicon PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m║ ╚>╚═\x1b[0m \x1b[38;5;2mpobj \x1b[0m 6 Valley valley PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m╠══>╔═\x1b[0m \x1b[38;5;2mprep \x1b[0m 7 via via ADP IN \n\x1b[38;5;2m║ ╚>\x1b[0m \x1b[38;5;2mpobj \x1b[0m 8 London london PROPN NNP NounType=prop|N GPE \n\x1b[38;5;2m╚════>\x1b[0m \x1b[38;5;2mpunct \x1b[0m 9 . . PUNCT . PunctType=peri \n\n\n\x1b[38;5;2mtree\x1b[0m \x1b[38;5;2mdep \x1b[0m index text lemma pos tag morph ent\n\x1b[38;5;2m----\x1b[0m \x1b[38;5;2m-----\x1b[0m ----- ----- ----- ----- --- --------------- ---\n\x1b[38;5;2m ╔>\x1b[0m \x1b[38;5;2mnsubj\x1b[0m 10 She she PRON PRP Case=Nom|Gender \n\x1b[38;5;2m ╠═\x1b[0m \x1b[38;5;2mROOT \x1b[0m 11 loved love VERB VBD Tense=Past|Verb \n\x1b[38;5;2m ╠>\x1b[0m \x1b[38;5;2mdobj \x1b[0m 12 it it PRON PRP Case=Acc|Gender \n\x1b[38;5;2m ╚>\x1b[0m \x1b[38;5;2mpunct\x1b[0m 13 . . PUNCT . PunctType=peri \n\n"
|
||||
)
|
||||
|
||||
|
||||
|
|
@ -735,15 +850,18 @@ def test_visualization_minimal_render_instances_two_sentences_type_non_grouping(
|
|||
]
|
||||
|
||||
search_attributes = [AttributeFormat("ent_type_")]
|
||||
|
||||
assert (
|
||||
Visualizer().render_instances(
|
||||
fully_featured_doc_two_sentences,
|
||||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=False,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \npobj London london PROPN NNP NounType=prop|Number=sing GPE \n"
|
||||
== "\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n\ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \n\npobj London london PROPN NNP NounType=prop|Number=sing GPE \n"
|
||||
)
|
||||
|
||||
|
||||
|
|
@ -768,12 +886,48 @@ def test_visualization_minimal_render_instances_two_sentences_value_non_grouping
|
|||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=False,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_minimal_render_instances_two_sentences_missing_value_non_grouping(
|
||||
def test_visualization_minimal_render_instances_two_sentences_value_surrounding_sentences_non_grouping(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
AttributeFormat("dep_"),
|
||||
AttributeFormat("text"),
|
||||
AttributeFormat("lemma_"),
|
||||
AttributeFormat("pos_"),
|
||||
AttributeFormat("tag_"),
|
||||
AttributeFormat("morph"),
|
||||
AttributeFormat("ent_type_"),
|
||||
]
|
||||
|
||||
search_attributes = [AttributeFormat("ent_type_", permitted_values=["PERSON"])]
|
||||
|
||||
assert (
|
||||
Visualizer().render_instances(
|
||||
fully_featured_doc_two_sentences,
|
||||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=False,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=2,
|
||||
surrounding_tokens_fg_color=11,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n\x1b[38;5;11mcase\x1b[0m \x1b[38;5;11m's\x1b[0m \x1b[38;5;11m's\x1b[0m \x1b[38;5;11mPART\x1b[0m \x1b[38;5;11mPOS\x1b[0m \x1b[38;5;11mPoss=yes\x1b[0m \n\x1b[38;5;11mnsubj\x1b[0m \x1b[38;5;11msister\x1b[0m \x1b[38;5;11msister\x1b[0m \x1b[38;5;11mNOUN\x1b[0m \x1b[38;5;11mNN\x1b[0m \x1b[38;5;11mNumber=sing\x1b[0m \n"
|
||||
if supports_ansi
|
||||
else "\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\ncase 's 's PART POS Poss=yes \nnsubj sister sister NOUN NN Number=sing \n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_render_instances_two_sentences_missing_value_non_grouping(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
|
|
@ -794,12 +948,46 @@ def test_visualization_minimal_render_instances_two_sentences_missing_value_non_
|
|||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=False,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\ndep text \n--- ---- \n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_minimal_render_instances_two_sentences_type_grouping(
|
||||
def test_visualization_render_instances_two_sentences_missing_value_surrounding_sentences_non_grouping(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
AttributeFormat("dep_", name="dep"),
|
||||
AttributeFormat("text", name="text"),
|
||||
AttributeFormat("lemma_"),
|
||||
AttributeFormat("pos_"),
|
||||
AttributeFormat("tag_"),
|
||||
AttributeFormat("morph"),
|
||||
AttributeFormat("ent_type_"),
|
||||
]
|
||||
|
||||
search_attributes = [AttributeFormat("ent_type_", permitted_values=["PERSONN"])]
|
||||
|
||||
assert (
|
||||
Visualizer().render_instances(
|
||||
fully_featured_doc_two_sentences,
|
||||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=False,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\ndep text \n--- ---- \n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_render_instances_two_sentences_type_grouping(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
|
|
@ -820,12 +1008,16 @@ def test_visualization_minimal_render_instances_two_sentences_type_grouping(
|
|||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=True,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\npobj London london PROPN NNP NounType=prop|Number=sing GPE \ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
== "\npobj London london PROPN NNP NounType=prop|Number=sing GPE \n\ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \n\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_minimal_render_instances_two_sentences_type_grouping_colors(
|
||||
def test_visualization_render_instances_two_sentences_type_grouping_colors(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
|
|
@ -846,8 +1038,44 @@ def test_visualization_minimal_render_instances_two_sentences_type_grouping_colo
|
|||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=True,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=0,
|
||||
surrounding_tokens_fg_color=None,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mLondon \x1b[0m london PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20mcompound\x1b[0m \x1b[48;5;30mSilicon\x1b[0m silicon PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mValley \x1b[0m valley PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20mposs \x1b[0m \x1b[48;5;30mSarah \x1b[0m sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
== "\n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mLondon \x1b[0m london PROPN NNP NounType=prop|Number=sing GPE \n\n\x1b[38;5;20mcompound\x1b[0m \x1b[48;5;30mSilicon\x1b[0m silicon PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mValley \x1b[0m valley PROPN NNP NounType=prop|Number=sing GPE \n\n\x1b[38;5;20mposs \x1b[0m \x1b[48;5;30mSarah \x1b[0m sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
if supports_ansi
|
||||
else "npobj London london PROPN NNP NounType=prop|Number=sing GPE \ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
else "npobj London london PROPN NNP NounType=prop|Number=sing GPE \n\ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \n\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\n"
|
||||
)
|
||||
|
||||
|
||||
def test_visualization_render_instances_two_sentences_type_grouping_colors_with_surrounding_sentences(
|
||||
fully_featured_doc_two_sentences,
|
||||
):
|
||||
display_columns = [
|
||||
AttributeFormat("dep_", fg_color=20),
|
||||
AttributeFormat("text", bg_color=30),
|
||||
AttributeFormat("lemma_"),
|
||||
AttributeFormat("pos_"),
|
||||
AttributeFormat("tag_"),
|
||||
AttributeFormat("morph"),
|
||||
AttributeFormat("ent_type_"),
|
||||
]
|
||||
|
||||
search_attributes = [AttributeFormat("ent_type_"), AttributeFormat("lemma_")]
|
||||
|
||||
assert (
|
||||
Visualizer().render_instances(
|
||||
fully_featured_doc_two_sentences,
|
||||
search_attributes=search_attributes,
|
||||
display_columns=display_columns,
|
||||
group=True,
|
||||
spacing=3,
|
||||
surrounding_tokens_height=3,
|
||||
surrounding_tokens_fg_color=11,
|
||||
surrounding_tokens_bg_color=None,
|
||||
)
|
||||
== "\n\x1b[38;5;20m\x1b[38;5;11mcompound\x1b[0m\x1b[0m \x1b[48;5;30m\x1b[38;5;11mSilicon\x1b[0m\x1b[0m \x1b[38;5;11msilicon\x1b[0m \x1b[38;5;11mPROPN\x1b[0m \x1b[38;5;11mNNP\x1b[0m \x1b[38;5;11mNounType=prop|Number=sing\x1b[0m \x1b[38;5;11mGPE\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mpobj\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mValley\x1b[0m \x1b[0m \x1b[38;5;11mvalley\x1b[0m \x1b[38;5;11mPROPN\x1b[0m \x1b[38;5;11mNNP\x1b[0m \x1b[38;5;11mNounType=prop|Number=sing\x1b[0m \x1b[38;5;11mGPE\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mprep\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mvia\x1b[0m \x1b[0m \x1b[38;5;11mvia\x1b[0m \x1b[38;5;11mADP\x1b[0m \x1b[38;5;11mIN\x1b[0m \n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mLondon \x1b[0m london PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20m\x1b[38;5;11mpunct\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11m.\x1b[0m \x1b[0m \x1b[38;5;11m.\x1b[0m \x1b[38;5;11mPUNCT\x1b[0m \x1b[38;5;11m.\x1b[0m \x1b[38;5;11mPunctType=peri\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mnsubj\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mShe\x1b[0m \x1b[0m \x1b[38;5;11mshe\x1b[0m \x1b[38;5;11mPRON\x1b[0m \x1b[38;5;11mPRP\x1b[0m \x1b[38;5;11mCase=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mROOT\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mloved\x1b[0m \x1b[0m \x1b[38;5;11mlove\x1b[0m \x1b[38;5;11mVERB\x1b[0m \x1b[38;5;11mVBD\x1b[0m \x1b[38;5;11mTense=Past|VerbForm=Fin\x1b[0m \n\n\x1b[38;5;20m\x1b[38;5;11mnsubj\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11msister\x1b[0m \x1b[0m \x1b[38;5;11msister\x1b[0m \x1b[38;5;11mNOUN\x1b[0m \x1b[38;5;11mNN\x1b[0m \x1b[38;5;11mNumber=sing\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mROOT\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mflew\x1b[0m \x1b[0m \x1b[38;5;11mfly\x1b[0m \x1b[38;5;11mVERB\x1b[0m \x1b[38;5;11mVBD\x1b[0m \x1b[38;5;11mTense=past|VerbForm=fin\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mprep\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mto\x1b[0m \x1b[0m \x1b[38;5;11mto\x1b[0m \x1b[38;5;11mADP\x1b[0m \x1b[38;5;11mIN\x1b[0m \n\x1b[38;5;20mcompound\x1b[0m \x1b[48;5;30mSilicon\x1b[0m silicon PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20mpobj \x1b[0m \x1b[48;5;30mValley \x1b[0m valley PROPN NNP NounType=prop|Number=sing GPE \n\x1b[38;5;20m\x1b[38;5;11mprep\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mvia\x1b[0m \x1b[0m \x1b[38;5;11mvia\x1b[0m \x1b[38;5;11mADP\x1b[0m \x1b[38;5;11mIN\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mpobj\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mLondon\x1b[0m \x1b[0m \x1b[38;5;11mlondon\x1b[0m \x1b[38;5;11mPROPN\x1b[0m \x1b[38;5;11mNNP\x1b[0m \x1b[38;5;11mNounType=prop|Number=sing\x1b[0m \x1b[38;5;11mGPE\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mpunct\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11m.\x1b[0m \x1b[0m \x1b[38;5;11m.\x1b[0m \x1b[38;5;11mPUNCT\x1b[0m \x1b[38;5;11m.\x1b[0m \x1b[38;5;11mPunctType=peri\x1b[0m \n\n\x1b[38;5;20mposs \x1b[0m \x1b[48;5;30mSarah \x1b[0m sarah PROPN NNP NounType=prop|Number=sing PERSON\n\x1b[38;5;20m\x1b[38;5;11mcase\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11m's\x1b[0m \x1b[0m \x1b[38;5;11m's\x1b[0m \x1b[38;5;11mPART\x1b[0m \x1b[38;5;11mPOS\x1b[0m \x1b[38;5;11mPoss=yes\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mnsubj\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11msister\x1b[0m \x1b[0m \x1b[38;5;11msister\x1b[0m \x1b[38;5;11mNOUN\x1b[0m \x1b[38;5;11mNN\x1b[0m \x1b[38;5;11mNumber=sing\x1b[0m \n\x1b[38;5;20m\x1b[38;5;11mROOT\x1b[0m \x1b[0m \x1b[48;5;30m\x1b[38;5;11mflew\x1b[0m \x1b[0m \x1b[38;5;11mfly\x1b[0m \x1b[38;5;11mVERB\x1b[0m \x1b[38;5;11mVBD\x1b[0m \x1b[38;5;11mTense=past|VerbForm=fin\x1b[0m \n"
|
||||
if supports_ansi
|
||||
else "\ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \nprep via via ADP IN \npobj London london PROPN NNP NounType=prop|Number=sing GPE \npunct . . PUNCT . PunctType=peri \nnsubj She she PRON PRP Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs \nROOT loved love VERB VBD Tense=Past|VerbForm=Fin \n\nnsubj sister sister NOUN NN Number=sing \nROOT flew fly VERB VBD Tense=past|VerbForm=fin \nprep to to ADP IN \ncompound Silicon silicon PROPN NNP NounType=prop|Number=sing GPE \npobj Valley valley PROPN NNP NounType=prop|Number=sing GPE \nprep via via ADP IN \npobj London london PROPN NNP NounType=prop|Number=sing GPE \npunct . . PUNCT . PunctType=peri \n\nposs Sarah sarah PROPN NNP NounType=prop|Number=sing PERSON\ncase 's 's PART POS Poss=yes \nnsubj sister sister NOUN NN Number=sing \nROOT flew fly VERB VBD Tense=past|VerbForm=fin \n"
|
||||
)
|
||||
|
|
|
|||
|
|
@ -1,9 +1,7 @@
|
|||
from os import linesep, truncate
|
||||
from os import linesep
|
||||
from typing import Union
|
||||
import wasabi
|
||||
from spacy.tests.lang.ko.test_tokenizer import FULL_TAG_TESTS
|
||||
from spacy.tokens import Span, Token, Doc
|
||||
from spacy.util import working_dir
|
||||
|
||||
|
||||
SPACE = 0
|
||||
|
|
@ -42,6 +40,10 @@ ROOT_LEFT_CHARS = {
|
|||
|
||||
|
||||
class AttributeFormat:
|
||||
"""
|
||||
Instructions for rendering information about a token property, e.g. lemma_, ent_type_.
|
||||
"""
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
attribute: str,
|
||||
|
|
@ -55,6 +57,20 @@ class AttributeFormat:
|
|||
value_dependent_fg_colors: dict[str, Union[str, int]] = None,
|
||||
value_dependent_bg_colors: dict[str, Union[str, int]] = None,
|
||||
):
|
||||
"""
|
||||
attribute: the token attribute, e.g. lemma_, ._.holmes.lemma
|
||||
name: the name to display e.g. in column headers
|
||||
aligns: where appropriate the column alignment 'l' (left,
|
||||
default), 'r' (right) or 'c' (center).
|
||||
max_width: a maximum width to which values of the attribute should be truncated.
|
||||
fg_color: the foreground color that should be used to display instances of the attribute
|
||||
bg_color: the background color that should be used to display instances of the attribute
|
||||
permitted_values: a tuple of values of the attribute that should be displayed. If
|
||||
permitted_values is not None and a value of the attribute is not
|
||||
in permitted_values, the empty string is rendered instead of the value.
|
||||
value_dependent_fg_colors: a dictionary from values to foreground colors that should be used to display those values.
|
||||
value_dependent_bg_colors: a dictionary from values to background colors that should be used to display those values.
|
||||
"""
|
||||
self.attribute = attribute
|
||||
self.name = name
|
||||
self.aligns = aligns
|
||||
|
|
@ -70,9 +86,19 @@ class AttributeFormat:
|
|||
self,
|
||||
token: Token,
|
||||
*,
|
||||
right_pad_to_length: int = None,
|
||||
ignore_colors: bool = False,
|
||||
render_all_colors_within_values: bool = False,
|
||||
whole_row_fg_color: Union[int, str] = None,
|
||||
whole_row_bg_color: Union[int, str] = None,
|
||||
) -> str:
|
||||
"""
|
||||
ignore_colors: no colors should be rendered, typically because the values are required to calculate widths
|
||||
render_all_colors_within_values: when rendering a table, self.fg_color and self.bg_color are rendered in Wasabi.
|
||||
This argument is set to True when rendering a text to signal that colors should be rendered here.
|
||||
whole_row_fg_color: a foreground color used for the whole row. This takes precedence over value_dependent_fg_colors.
|
||||
whole_row_bg_color: a background color used for the whole row. This takes precedence over value_dependent_fg_colors.
|
||||
"""
|
||||
obj = token
|
||||
parts = self.attribute.split(".")
|
||||
for part in parts[:-1]:
|
||||
|
|
@ -86,18 +112,26 @@ class AttributeFormat:
|
|||
value = value[: self.max_width]
|
||||
fg_color = None
|
||||
bg_color = None
|
||||
if right_pad_to_length is not None:
|
||||
right_padding = " " * (right_pad_to_length - len(value))
|
||||
else:
|
||||
right_padding = ""
|
||||
if not ignore_colors and len(value) > 0:
|
||||
if self.value_dependent_fg_colors is not None:
|
||||
if whole_row_fg_color is not None:
|
||||
fg_color = whole_row_fg_color
|
||||
elif self.value_dependent_fg_colors is not None:
|
||||
fg_color = self.value_dependent_fg_colors.get(value, None)
|
||||
if fg_color is None and render_all_colors_within_values:
|
||||
fg_color = self.fg_color
|
||||
if self.value_dependent_bg_colors is not None:
|
||||
bg_color = self.value_dependent_bg_colors.get(value, None)
|
||||
if bg_color is None and render_all_colors_within_values:
|
||||
if whole_row_bg_color is not None:
|
||||
bg_color = whole_row_bg_color
|
||||
elif bg_color is None and render_all_colors_within_values:
|
||||
bg_color = self.bg_color
|
||||
if fg_color is not None or bg_color is not None:
|
||||
value = self.printer.text(value, color=fg_color, bg_color=bg_color)
|
||||
return value
|
||||
return value + right_padding
|
||||
|
||||
|
||||
class Visualizer:
|
||||
|
|
@ -111,7 +145,7 @@ class Visualizer:
|
|||
root_right: True if the tree should be rendered with the root on the right-hand side,
|
||||
False if the tree should be rendered with the root on the left-hand side.
|
||||
|
||||
Adapted from https://github.com/KoichiYasuoka/deplacy
|
||||
Algorithm adapted from https://github.com/KoichiYasuoka/deplacy
|
||||
"""
|
||||
|
||||
# Check sent is really a sentence
|
||||
|
|
@ -328,8 +362,17 @@ class Visualizer:
|
|||
]
|
||||
|
||||
def render_table(
|
||||
self, doc: Doc, columns: list[AttributeFormat], spacing: int = 3
|
||||
self, doc: Doc, columns: list[AttributeFormat], spacing: int
|
||||
) -> str:
|
||||
"""Renders a document as a table.
|
||||
TODO: specify a specific portion of the document to display.
|
||||
|
||||
columns: the attribute formats of the columns to display.
|
||||
tree_right and tree_left are magic values for the
|
||||
attributes that render dependency trees where the
|
||||
roots are on the left or right respectively.
|
||||
spacing: the number of spaces between each column in the table.
|
||||
"""
|
||||
return_string = ""
|
||||
for sent in doc.sents:
|
||||
if "tree_right" in (c.attribute for c in columns):
|
||||
|
|
@ -346,7 +389,8 @@ class Visualizer:
|
|||
else:
|
||||
if len(sent) > 0:
|
||||
width = max(
|
||||
len(column.render(token, ignore_colors=True)) for token in sent
|
||||
len(column.render(token, ignore_colors=True))
|
||||
for token in sent
|
||||
)
|
||||
else:
|
||||
width = 0
|
||||
|
|
@ -360,7 +404,7 @@ class Visualizer:
|
|||
if column.attribute == "tree_right"
|
||||
else tree_left[token_index]
|
||||
if column.attribute == "tree_left"
|
||||
else column.render(token)
|
||||
else column.render(token, right_pad_to_length=widths[column_index])
|
||||
for column_index, column in enumerate(columns)
|
||||
]
|
||||
for token_index, token in enumerate(sent)
|
||||
|
|
@ -388,6 +432,10 @@ class Visualizer:
|
|||
return return_string
|
||||
|
||||
def render_text(self, doc: Doc, attributes: list[AttributeFormat]) -> str:
|
||||
"""Renders a text interspersed with attribute labels.
|
||||
TODO: specify a specific portion of the document to display.
|
||||
|
||||
"""
|
||||
return_string = ""
|
||||
text_attributes = [a for a in attributes if a.attribute == "text"]
|
||||
text_attribute = (
|
||||
|
|
@ -417,8 +465,28 @@ class Visualizer:
|
|||
search_attributes: list[AttributeFormat],
|
||||
display_columns: list[AttributeFormat],
|
||||
group: bool,
|
||||
spacing: int = 3,
|
||||
spacing: int,
|
||||
surrounding_tokens_height: int,
|
||||
surrounding_tokens_fg_color: Union[str, int],
|
||||
surrounding_tokens_bg_color: Union[str, int],
|
||||
) -> str:
|
||||
"""Shows all tokens in a document with specific attribute(s), e.g. entity labels, or attribute value(s), e.g. 'GPE'.
|
||||
TODO: specify a specific portion of the document to display.
|
||||
|
||||
search_attributes: the attribute(s) or attribute value(s) that cause a row to be displayed for a token.
|
||||
display_columns: the attributes that should be displayed in each row.
|
||||
group: True if the rows should be ordered by the search attribute values,
|
||||
False if they should retain their in-document order.
|
||||
spacing: the number of spaces between each column.
|
||||
surrounding_tokens_height: a number of rows that should be displayed with information about tokens
|
||||
before and after matched tokens. Consecutive matching tokens, e.g.
|
||||
tokens belonging to the same named entity, are rendered together as a single group.
|
||||
surrounding_tokens_fg_color: a foreground color to use for surrounding token rows.
|
||||
surrounding_tokens_bg_color: a background color to use for surrounding token rows.
|
||||
Note that if surrounding_tokens_bg_color is None, any background color defined for the attribute
|
||||
will be used instead, which is unlikely to be the desired result.
|
||||
"""
|
||||
|
||||
def filter(token: Token) -> bool:
|
||||
for attribute in search_attributes:
|
||||
value = attribute.render(token, ignore_colors=True)
|
||||
|
|
@ -426,20 +494,22 @@ class Visualizer:
|
|||
return False
|
||||
return True
|
||||
|
||||
tokens = [token for token in doc if filter(token)]
|
||||
if group:
|
||||
tokens.sort(
|
||||
key=(
|
||||
lambda token: [attribute.render(token, ignore_colors=True)
|
||||
for attribute in search_attributes]
|
||||
)
|
||||
matched_tokens = [token for token in doc if filter(token)]
|
||||
tokens_to_display_indices = [
|
||||
index
|
||||
for token in matched_tokens
|
||||
for index in range(
|
||||
token.i - surrounding_tokens_height,
|
||||
token.i + surrounding_tokens_height + 1,
|
||||
)
|
||||
|
||||
if index >= 0 and index < len(doc)
|
||||
]
|
||||
widths = []
|
||||
for column in display_columns:
|
||||
if len(tokens) > 0:
|
||||
if len(tokens_to_display_indices) > 0:
|
||||
width = max(
|
||||
len(column.render(token, ignore_colors=True)) for token in tokens
|
||||
len(column.render(doc[i], ignore_colors=True))
|
||||
for i in tokens_to_display_indices
|
||||
)
|
||||
else:
|
||||
width = 0
|
||||
|
|
@ -447,22 +517,77 @@ class Visualizer:
|
|||
width = min(width, column.max_width)
|
||||
width = max(width, len(column.name))
|
||||
widths.append(width)
|
||||
data = [
|
||||
[
|
||||
column.render(token)
|
||||
for column_index, column in enumerate(display_columns)
|
||||
]
|
||||
for token in tokens
|
||||
]
|
||||
if len([1 for c in display_columns if len(c.name) > 0]) > 0:
|
||||
header = [c.name for c in display_columns]
|
||||
if group:
|
||||
matched_tokens.sort(
|
||||
key=(
|
||||
lambda token: [
|
||||
attribute.render(token, ignore_colors=True)
|
||||
for attribute in search_attributes
|
||||
]
|
||||
)
|
||||
)
|
||||
|
||||
rows = []
|
||||
token_index_to_display = -1
|
||||
for matched_token_index, matched_token in enumerate(matched_tokens):
|
||||
if surrounding_tokens_height > 0:
|
||||
surrounding_start_index = max(
|
||||
0, matched_token.i - surrounding_tokens_height
|
||||
)
|
||||
if token_index_to_display + 1 == matched_token.i:
|
||||
surrounding_start_index = token_index_to_display + 1
|
||||
surrounding_end_index = min(
|
||||
len(doc), matched_token.i + surrounding_tokens_height + 1
|
||||
)
|
||||
if (
|
||||
matched_token_index + 1 < len(matched_tokens)
|
||||
and matched_token.i + 1 == matched_tokens[matched_token_index + 1].i
|
||||
):
|
||||
surrounding_end_index = matched_token.i + 1
|
||||
|
||||
else:
|
||||
header = None
|
||||
aligns = [c.aligns for c in display_columns]
|
||||
fg_colors = [c.fg_color for c in display_columns]
|
||||
bg_colors = [c.bg_color for c in display_columns]
|
||||
surrounding_start_index = matched_token.i
|
||||
surrounding_end_index = surrounding_start_index + 1
|
||||
for token_index_to_display in range(
|
||||
surrounding_start_index, surrounding_end_index
|
||||
):
|
||||
if token_index_to_display == matched_token.i:
|
||||
rows.append(
|
||||
[
|
||||
column.render(
|
||||
matched_token,
|
||||
right_pad_to_length=widths[column_index],
|
||||
)
|
||||
for column_index, column in enumerate(display_columns)
|
||||
]
|
||||
)
|
||||
else:
|
||||
rows.append(
|
||||
[
|
||||
column.render(
|
||||
doc[token_index_to_display],
|
||||
whole_row_fg_color=surrounding_tokens_fg_color,
|
||||
whole_row_bg_color=surrounding_tokens_bg_color,
|
||||
right_pad_to_length=widths[column_index],
|
||||
)
|
||||
for column_index, column in enumerate(display_columns)
|
||||
]
|
||||
)
|
||||
if (
|
||||
matched_token_index + 1 < len(matched_tokens)
|
||||
and token_index_to_display + 1
|
||||
!= matched_tokens[matched_token_index + 1].i
|
||||
):
|
||||
rows.append([])
|
||||
if len([1 for c in display_columns if len(c.name) > 0]) > 0:
|
||||
header = [c.name for c in display_columns]
|
||||
else:
|
||||
header = None
|
||||
aligns = [c.aligns for c in display_columns]
|
||||
fg_colors = [c.fg_color for c in display_columns]
|
||||
bg_colors = [c.bg_color for c in display_columns]
|
||||
return wasabi.table(
|
||||
data,
|
||||
rows,
|
||||
header=header,
|
||||
divider=True,
|
||||
aligns=aligns,
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user