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Update streamlit app (#5017)

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* Update streamlit app [ci skip]

* Add all labels by default

* Tidy up and auto-format

Co-authored-by: Ines Montani <ines@ines.io>
This commit is contained in:
Christos Aridas 2020-02-15 16:49:09 +02:00 committed by GitHub
parent 979a3fd1f5
commit ff8e71f46d
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1 changed files with 5 additions and 3 deletions
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8
examples/streamlit_spacy.py
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@ -26,12 +26,12 @@ DEFAULT_TEXT = "Mark Zuckerberg is the CEO of Facebook."
HTML_WRAPPER = """<div style="overflow-x: auto; border: 1px solid #e6e9ef; border-radius: 0.25rem; padding: 1rem; margin-bottom: 2.5rem">{}</div>""" HTML_WRAPPER = """<div style="overflow-x: auto; border: 1px solid #e6e9ef; border-radius: 0.25rem; padding: 1rem; margin-bottom: 2.5rem">{}</div>"""
@st.cache(ignore_hash=True) @st.cache(allow_output_mutation=True)
def load_model(name): def load_model(name):
return spacy.load(name) return spacy.load(name)
@st.cache(ignore_hash=True) @st.cache(allow_output_mutation=True)
def process_text(model_name, text): def process_text(model_name, text):
nlp = load_model(model_name) nlp = load_model(model_name)
return nlp(text) return nlp(text)
@ -79,7 +79,9 @@ if "ner" in nlp.pipe_names:
st.header("Named Entities") st.header("Named Entities")
st.sidebar.header("Named Entities") st.sidebar.header("Named Entities")
label_set = nlp.get_pipe("ner").labels label_set = nlp.get_pipe("ner").labels
labels = st.sidebar.multiselect("Entity labels", label_set, label_set) labels = st.sidebar.multiselect(
"Entity labels", options=label_set, default=list(label_set)
)
html = displacy.render(doc, style="ent", options={"ents": labels}) html = displacy.render(doc, style="ent", options={"ents": labels})
# Newlines seem to mess with the rendering # Newlines seem to mess with the rendering
html = html.replace("\n", " ") html = html.replace("\n", " ")