Spaces:
Running
Running
shamikbose89
commited on
Commit
•
b58c988
1
Parent(s):
10afe2d
Update app.py
Browse files
app.py
CHANGED
@@ -23,6 +23,16 @@ if os.path.isdir(cache_dir):
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else:
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gr.Warning("Cache directory creation error")
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def change_language(language_selection):
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global language_code
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language_code = language_choices[language_selection]
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@@ -32,13 +42,13 @@ def change_language(language_selection):
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def process(text, policy):
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# Create the object, defining the language to use and the policy
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# Further customization is possible by providing a config
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if text == "":
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print("Empty text field")
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gr.Warning("No text present")
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return ""
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# Custom config to prevent loading of the Presidio plugin
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# config = {FMT_CONFIG_PLUGIN: {"piisa-detectors-presidio": {"load": False}}}
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proc = PiiTextProcessor(
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lang=language_code, default_policy=policy, config="config.json"
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)
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@@ -54,11 +64,22 @@ def get_full_example(idx):
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(scale=0, min_width=
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logo = gr.Image(
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with gr.Column():
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pass
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with gr.Column(
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lang_picker = gr.Dropdown(
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choices=list(language_choices.keys()),
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label="Select Language",
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@@ -75,35 +96,37 @@ with gr.Blocks() as demo:
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)
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with gr.Column(scale=0, min_width=25):
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pass
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with gr.Column(scale=0, min_width=
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-
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pass
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redact_btn = gr.Button(value="Redact", variant="primary", size="sm")
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anonymize_btn = gr.Button(value="
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placeholder_btn = gr.Button(
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value="Placeholder", variant="primary", size="sm"
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)
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with gr.Column(scale=0, min_width=25):
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pass
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with gr.Column(
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scale=2,
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min_width=400,
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):
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-
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label="Transformed Text",
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lines=10,
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show_copy_button=True,
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interactive=False,
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)
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redact_btn.click(
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fn=process,
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inputs=[
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text_original,
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gr.Text(value="redact", visible=False),
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],
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outputs=
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)
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anonymize_btn.click(
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fn=process,
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@@ -111,22 +134,24 @@ with gr.Blocks() as demo:
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text_original,
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gr.Text(value="synthetic", visible=False),
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],
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outputs=
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)
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placeholder_btn.click(
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fn=process,
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inputs=[
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text_original,
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gr.Text(value="
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],
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outputs=
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)
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with gr.Row():
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example_selector = gr.Dropdown(
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examples_truncated, type="index", label="Examples"
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)
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example_selector.select(
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get_full_example, inputs=example_selector, outputs=text_original
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)
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-
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demo.queue().launch()
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else:
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gr.Warning("Cache directory creation error")
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policy_help_string = """Policies are defined as follows:
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1. **Annotate** - replace the PII instance by a \<TYPE:VALUE\> string, i.e. include both the PII type and its value
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2. **Redact** - all PII instances are replaced by a \<PII\> generic string
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3. **Placeholder** - replace with a prototypical value
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4. **Synthetic** - substitute with synthetic data
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For more information on the transformation policies, please refer to the guide [here](https://github.com/piisa/pii-transform/blob/main/doc/policies.md#pii-transformation-policies)"""
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def change_language(language_selection):
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global language_code
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language_code = language_choices[language_selection]
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def process(text, policy):
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# Create the object, defining the language to use and the policy
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# Further customization is possible by providing a config
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policy = policy.lower()
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if text == "":
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print("Empty text field")
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gr.Warning("No text present")
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return ""
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# Custom config to prevent loading of the Presidio plugin
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proc = PiiTextProcessor(
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lang=language_code, default_policy=policy, config="config.json"
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)
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(scale=0, min_width=100):
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logo = gr.Image(
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"image.jpeg",
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height=100,
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width=100,
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show_label=False,
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show_download_button=False,
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show_share_button=False,
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mask_opacity=1.0,
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)
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with gr.Column():
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pass
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with gr.Column(
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scale=0,
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min_width=200,
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):
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lang_picker = gr.Dropdown(
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choices=list(language_choices.keys()),
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label="Select Language",
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)
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with gr.Column(scale=0, min_width=25):
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pass
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with gr.Column(scale=0, min_width=150):
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gr.Markdown(value=""" <p style="text-align: center;">Select Policy</p>""")
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annotate_btn = gr.Button(value="Annotate", variant="primary", size="sm")
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redact_btn = gr.Button(value="Redact", variant="primary", size="sm")
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anonymize_btn = gr.Button(value="Synthetic", variant="primary", size="sm")
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placeholder_btn = gr.Button(
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value="Placeholder", variant="primary", size="sm"
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)
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with gr.Column(scale=0, min_width=25):
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pass
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with gr.Column(
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scale=2,
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min_width=400,
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):
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text_modified = gr.TextArea(
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label="Transformed Text",
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lines=10,
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show_copy_button=True,
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interactive=False,
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)
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annotate_btn.click(
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fn=process, inputs=[text_original, annotate_btn], outputs=text_modified
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)
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redact_btn.click(
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fn=process,
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inputs=[
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text_original,
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gr.Text(value="redact", visible=False),
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],
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outputs=text_modified,
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)
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anonymize_btn.click(
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fn=process,
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text_original,
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gr.Text(value="synthetic", visible=False),
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],
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outputs=text_modified,
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)
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placeholder_btn.click(
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fn=process,
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inputs=[
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text_original,
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gr.Text(value="placeholder", visible=False),
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],
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outputs=text_modified,
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)
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with gr.Row():
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example_selector = gr.Dropdown(
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examples_truncated, type="index", label="Examples"
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)
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example_selector.select(
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get_full_example, inputs=example_selector, outputs=[text_original]
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)
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with gr.Accordion(label="Help Panel", open=False):
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gr.Markdown(value=policy_help_string)
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demo.queue().launch()
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