davda54
commited on
Commit
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4a39fff
1
Parent(s):
144e6f4
add dependency tree plot
Browse files- app.py +32 -0
- requirements.txt +4 -1
app.py
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@@ -1,5 +1,36 @@
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import gradio as gr
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import tabulate
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description = """
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@@ -108,5 +139,6 @@ custom_css = \
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with gr.Blocks(theme='sudeepshouche/minimalist', css=custom_css) as demo:
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gr.HTML(description)
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gr.DataFrame(**render_table(forms, lemmas, upos, xpos, feats, metadata, edges, edge_labels), interactive=False, datatype="markdown")
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demo.launch()
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import gradio as gr
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import tabulate
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import matplotlib.pyplot as plt
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import networkx as nx
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def render_dependency_tree(words, parents, labels):
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fig, ax = plt.subplots(figsize=(10, 6))
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# Create a directed graph
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G = nx.DiGraph()
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# Adding nodes to the graph
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for i, word in enumerate(words):
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G.add_node(i, label=word)
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# Adding edges with labels
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for i, (parent, label) in enumerate(zip(parents, labels)):
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if parent != -1:
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G.add_edge(parent, i, label=label)
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# Position nodes using Graphviz
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pos = nx.nx_agraph.graphviz_layout(G, prog='dot')
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# Draw the graph
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nx.draw(G, pos, ax=ax, with_labels=True, labels=nx.get_node_attributes(G, 'label'),
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arrows=True, node_color='white', node_size=3000)
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# Draw edge labels
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edge_labels = nx.get_edge_attributes(G, 'label')
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nx.draw_networkx_edge_labels(G, pos, ax=ax, edge_labels=edge_labels, rotate=False)
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return fig
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description = """
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with gr.Blocks(theme='sudeepshouche/minimalist', css=custom_css) as demo:
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gr.HTML(description)
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gr.DataFrame(**render_table(forms, lemmas, upos, xpos, feats, metadata, edges, edge_labels), interactive=False, datatype="markdown")
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gr.Plot(render_dependency_tree(forms, edges, edge_labels), interactive=False)
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demo.launch()
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requirements.txt
CHANGED
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@@ -1 +1,4 @@
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-
tabulate
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tabulate
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matplotlib
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networkx
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pygraphviz
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