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·
3406bb2
1
Parent(s):
6739d34
Update app.py
Browse files
app.py
CHANGED
@@ -19,7 +19,7 @@ def avaliable_providers():
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return providers
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def update_regions(provider):
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-
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headers = {
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"Content-Type": "application/json",
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for region in response.json()['items']:
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if region['status'] == 'available':
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return gr.Dropdown.update(
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choices=
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value=
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)
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def update_compute_options(provider, region):
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region = region.split("/")[0]
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headers = {
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"Content-Type": "application/json",
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@@ -57,13 +57,13 @@ def update_compute_options(provider, region):
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type = f"{numAccelerators}vCPU {memoryGb} · {architecture}" if accelerator == "cpu" else f"{numAccelerators}x {architecture}"
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f"{compute['accelerator'].upper()} [{compute['instanceSize']}] · {type} · {instanceType}"
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)
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return gr.Dropdown.update(
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choices=
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value=
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)
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def submit(
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@@ -231,7 +231,7 @@ with gr.Blocks() as demo2:
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show_label=False,
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type="password"
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)
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with gr.
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gr.Markdown("""
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### All Deployed Endpoints
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""")
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headers=["Endpoint Name", "Revision", "Provider", "Instance Type", "Status", "Min Replica", "Max Replica", "Created At", "Updated At"],
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col_count=(9, "fixed"),
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)
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gr.Markdown(
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"""
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### <br><center style="color:green">(Deploy Your Model on 🤗 Endpoint)</center>
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""")
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gr.
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#### Endpoint Name
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""")
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endpoint_name_input = gr.Textbox(
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show_label=False
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)
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providers = avaliable_providers()
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with gr.Row():
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gr.Markdown("""
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####
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""")
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gr.
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show_label=False,
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)
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gr.
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with gr.Row():
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repository_selector = gr.Textbox(
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value="",
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interactive=True,
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show_label=False,
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)
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)
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gr.Markdown("""
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value="
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interactive=True,
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show_label=False,
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)
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)
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""")
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compute_selector = gr.Dropdown(
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[],
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value="",
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interactive=True,
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show_label=False,
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)
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region_selector.change(update_compute_options, inputs=[provider_selector, region_selector], outputs=compute_selector)
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)
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value=
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interactive=
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show_label=False,
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)
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submit_button.click(
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submit,
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inputs=[
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hf_token_input,
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endpoint_name_input,
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provider_selector,
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region_selector,
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repository_selector,
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revision_selector,
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task_selector,
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framework_selector,
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compute_selector,
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min_node_selector,
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max_node_selector,
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security_selector],
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outputs=status_txt)
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# Update Endpoint
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gr.Markdown("""
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### <br><center style="color:green">(Update 🔁 Endpoint)</center>
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""")
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gr.
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""")
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gr.Markdown("""
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#### Instance Type
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""")
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with gr.Row():
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update_endpoint_name_input = gr.Textbox(
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show_label=False
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)
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update_compute_selector = gr.Dropdown(
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[],
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value="",
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interactive=True,
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show_label=False,
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)
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with gr.Row():
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gr.Markdown("""
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#### Min Number of Nodes
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""")
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gr.Markdown("""
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#### Max Number of Nodes
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""")
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with gr.Row():
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update_min_node_input = gr.Number(
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value=1,
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interactive=True,
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show_label=False,
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)
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update_max_node_input = gr.Number(
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value=1,
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interactive=True,
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show_label=False,
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)
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update_button = gr.Button(
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value="Update",
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)
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update_max_node_input,
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update_compute_selector
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],
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outputs=update_status_txt
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)
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# Delete Endpoint
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gr.Markdown("""
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### <br><center style="color:green">(Delete 🗑️ Endpoint)</center>
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""")
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gr.
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delete_status_txt = gr.Textbox(
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value="status",
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interactive=False
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delete_endpoint_name_input
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],
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outputs=delete_status_txt
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)
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gr.Markdown("""
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gr.TabbedInterface(
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[demo2], ["HF Endpoint Tool"]
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return providers
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def update_regions(provider):
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available_regions = []
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headers = {
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"Content-Type": "application/json",
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for region in response.json()['items']:
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if region['status'] == 'available':
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available_regions.append(f"{region['region']}/{region['label']}")
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return gr.Dropdown.update(
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choices=available_regions,
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value=available_regions[0] if len(available_regions) > 0 else None
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)
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def update_compute_options(provider, region):
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region = region.split("/")[0]
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available_compute_choices = []
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headers = {
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"Content-Type": "application/json",
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type = f"{numAccelerators}vCPU {memoryGb} · {architecture}" if accelerator == "cpu" else f"{numAccelerators}x {architecture}"
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available_compute_choices.append(
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f"{compute['accelerator'].upper()} [{compute['instanceSize']}] · {type} · {instanceType}"
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)
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return gr.Dropdown.update(
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choices=available_compute_choices,
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value=available_compute_choices[0] if len(available_compute_choices) > 0 else None
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)
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def submit(
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show_label=False,
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type="password"
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)
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with gr.Column():
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gr.Markdown("""
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### All Deployed Endpoints
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""")
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headers=["Endpoint Name", "Revision", "Provider", "Instance Type", "Status", "Min Replica", "Max Replica", "Created At", "Updated At"],
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col_count=(9, "fixed"),
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)
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endpoint_info_button = gr.Button(value="Get Info")
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endpoint_info_button.click(
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get_all_endpoints,
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inputs=hf_token_input,
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outputs=endpoints_table
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)
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# Deploy Endpoint
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gr.Markdown(
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"""
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### <br><center style="color:green">(Deploy Your Model on 🤗 Endpoint)</center>
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""")
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with gr.Column():
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gr.Markdown("""
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#### Endpoint Name
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""")
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endpoint_name_input = gr.Textbox(
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show_label=False
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)
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providers = avaliable_providers()
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with gr.Row():
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gr.Markdown("""
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#### Cloud Provider
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""")
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gr.Markdown("""
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#### Cloud Region
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""")
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with gr.Row():
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provider_selector = gr.Dropdown(
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choices=providers,
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interactive=True,
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show_label=False,
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)
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region_selector = gr.Dropdown(
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[],
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value="",
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interactive=True,
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show_label=False,
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)
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provider_selector.change(update_regions, inputs=provider_selector, outputs=region_selector)
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with gr.Row():
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gr.Markdown("""
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#### Target Model
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""")
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gr.Markdown("""
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#### Target Model Version(branch commit hash)
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""")
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with gr.Row():
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repository_selector = gr.Textbox(
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value="",
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interactive=True,
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show_label=False,
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)
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revision_selector = gr.Textbox(
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value="",
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interactive=True,
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show_label=False,
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)
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with gr.Row():
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gr.Markdown("""
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#### Task
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""")
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gr.Markdown("""
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#### Framework
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""")
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with gr.Row():
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task_selector = gr.Textbox(
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value="Custom",
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interactive=True,
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show_label=False,
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)
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framework_selector = gr.Textbox(
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value="Custom",
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interactive=True,
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show_label=False,
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)
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gr.Markdown("""
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#### Select Compute Instance Type
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""")
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compute_selector = gr.Dropdown(
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[],
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value="",
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interactive=True,
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show_label=False,
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)
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region_selector.change(update_compute_options, inputs=[provider_selector, region_selector], outputs=compute_selector)
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with gr.Row():
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gr.Markdown("""
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#### Min Number of Nodes
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""")
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gr.Markdown("""
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#### Max Number of Nodes
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""")
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gr.Markdown("""
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#### Security Level
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""")
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with gr.Row():
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min_node_selector = gr.Number(
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value=1,
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361 |
+
interactive=True,
|
362 |
+
show_label=False,
|
363 |
+
)
|
364 |
|
365 |
+
max_node_selector = gr.Number(
|
366 |
+
value=1,
|
367 |
+
interactive=True,
|
368 |
+
show_label=False,
|
369 |
+
)
|
370 |
|
371 |
+
security_selector = gr.Radio(
|
372 |
+
choices=["Protected", "Public"],
|
373 |
+
value="Protected",
|
374 |
+
interactive=True,
|
375 |
+
show_label=False,
|
376 |
+
)
|
377 |
+
|
378 |
+
submit_button = gr.Button(
|
379 |
+
value="Submit",
|
380 |
)
|
381 |
|
382 |
+
status_txt = gr.Textbox(
|
383 |
+
value="status",
|
384 |
+
interactive=False
|
|
|
385 |
)
|
386 |
|
387 |
+
submit_button.click(
|
388 |
+
submit,
|
389 |
+
inputs=[
|
390 |
+
hf_token_input,
|
391 |
+
endpoint_name_input,
|
392 |
+
provider_selector,
|
393 |
+
region_selector,
|
394 |
+
repository_selector,
|
395 |
+
revision_selector,
|
396 |
+
task_selector,
|
397 |
+
framework_selector,
|
398 |
+
compute_selector,
|
399 |
+
min_node_selector,
|
400 |
+
max_node_selector,
|
401 |
+
security_selector],
|
402 |
+
outputs=status_txt)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
403 |
|
404 |
# Update Endpoint
|
405 |
gr.Markdown("""
|
406 |
### <br><center style="color:green">(Update 🔁 Endpoint)</center>
|
407 |
""")
|
408 |
+
with gr.Column():
|
409 |
+
update_providers = avaliable_providers()
|
410 |
+
with gr.Row():
|
411 |
+
gr.Markdown("""
|
412 |
+
#### Cloud Provider
|
413 |
+
""")
|
414 |
+
|
415 |
+
gr.Markdown("""
|
416 |
+
#### Cloud Region
|
417 |
+
""")
|
418 |
+
|
419 |
+
with gr.Row():
|
420 |
+
update_provider_selector = gr.Dropdown(
|
421 |
+
choices=update_providers,
|
422 |
+
interactive=True,
|
423 |
+
show_label=False,
|
424 |
+
)
|
425 |
+
|
426 |
+
update_region_selector = gr.Dropdown(
|
427 |
+
[],
|
428 |
+
value="",
|
429 |
+
interactive=True,
|
430 |
+
show_label=False,
|
431 |
+
)
|
432 |
|
433 |
+
with gr.Row():
|
434 |
+
gr.Markdown("""
|
435 |
+
#### Endpoint Name
|
436 |
+
""")
|
437 |
+
gr.Markdown("""
|
438 |
+
#### Instance Type
|
439 |
+
""")
|
440 |
+
|
441 |
+
with gr.Row():
|
442 |
+
update_endpoint_name_input = gr.Textbox(
|
443 |
+
show_label=False
|
444 |
+
)
|
445 |
+
update_compute_selector = gr.Dropdown(
|
446 |
+
[],
|
447 |
+
value="",
|
448 |
+
interactive=True,
|
449 |
+
show_label=False,
|
450 |
+
)
|
451 |
+
with gr.Row():
|
452 |
+
gr.Markdown("""
|
453 |
+
#### Min Number of Nodes
|
454 |
+
""")
|
455 |
+
gr.Markdown("""
|
456 |
+
#### Max Number of Nodes
|
457 |
+
""")
|
458 |
+
with gr.Row():
|
459 |
+
update_min_node_input = gr.Number(
|
460 |
+
value=1,
|
461 |
+
interactive=True,
|
462 |
+
show_label=False,
|
463 |
+
)
|
464 |
+
|
465 |
+
update_max_node_input = gr.Number(
|
466 |
+
value=1,
|
467 |
+
interactive=True,
|
468 |
+
show_label=False,
|
469 |
+
)
|
470 |
+
update_button = gr.Button(
|
471 |
+
value="Update",
|
472 |
)
|
473 |
|
474 |
+
update_status_txt = gr.Textbox(
|
475 |
+
value="status",
|
476 |
+
interactive=False
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
477 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
478 |
|
479 |
+
update_provider_selector.change(update_regions, inputs=update_provider_selector, outputs=update_region_selector)
|
480 |
+
update_region_selector.change(update_compute_options, inputs=[update_provider_selector, update_region_selector], outputs=update_compute_selector)
|
481 |
+
|
482 |
+
update_button.click(
|
483 |
+
update_endpoint,
|
484 |
+
inputs=[
|
485 |
+
hf_token_input,
|
486 |
+
update_endpoint_name_input,
|
487 |
+
update_min_node_input,
|
488 |
+
update_max_node_input,
|
489 |
+
update_compute_selector
|
490 |
+
],
|
491 |
+
outputs=update_status_txt
|
492 |
+
)
|
|
|
|
|
|
|
|
|
|
|
493 |
|
494 |
# Delete Endpoint
|
495 |
gr.Markdown("""
|
496 |
### <br><center style="color:green">(Delete 🗑️ Endpoint)</center>
|
497 |
""")
|
498 |
+
with gr.Column():
|
499 |
+
gr.Markdown("""
|
500 |
+
#### Endpoint Name
|
501 |
+
""")
|
502 |
+
delete_endpoint_name_input = gr.Textbox(
|
503 |
+
show_label=False
|
504 |
+
)
|
505 |
+
delete_button = gr.Button(
|
506 |
+
value="Delete",
|
507 |
+
)
|
|
|
|
|
|
|
|
|
508 |
|
509 |
+
delete_status_txt = gr.Textbox(
|
510 |
+
value="status",
|
511 |
+
interactive=False
|
512 |
+
)
|
|
|
|
|
|
|
|
|
513 |
|
514 |
+
delete_button.click(
|
515 |
+
delete_endpoint,
|
516 |
+
inputs=[
|
517 |
+
hf_token_input,
|
518 |
+
delete_endpoint_name_input
|
519 |
+
],
|
520 |
+
outputs=delete_status_txt
|
521 |
+
)
|
522 |
+
|
523 |
+
# Pricing Table
|
524 |
gr.Markdown("""
|
525 |
+
### <br><center style="color:green">(Instance Pricing Table)</center>
|
526 |
+
#### Pricing Table(CPU) - 2023/2/22
|
527 |
+
""")
|
528 |
+
with gr.Column():
|
529 |
+
gr.Dataframe(
|
530 |
+
headers=["provider", "size", "$/h", "vCPUs", "Memory", "Architecture"],
|
531 |
+
datatype=["str", "str", "str", "number", "str", "str"],
|
532 |
+
row_count=8,
|
533 |
+
col_count=(6, "fixed"),
|
534 |
+
value=[
|
535 |
+
["aws", "small", "$0.06", 1, "2GB", "Intel Xeon - Ice Lake"],
|
536 |
+
["aws", "medium", "$0.12", 2, "4GB", "Intel Xeon - Ice Lake"],
|
537 |
+
["aws", "large", "$0.24", 4, "8GB", "Intel Xeon - Ice Lake"],
|
538 |
+
["aws", "xlarge", "$0.48", 8, "16GB", "Intel Xeon - Ice Lake"],
|
539 |
+
["azure", "small", "$0.06", 1, "2GB", "Intel Xeon"],
|
540 |
+
["azure", "medium", "$0.12", 2, "4GB", "Intel Xeon"],
|
541 |
+
["azure", "large", "$0.24", 4, "8GB", "Intel Xeon"],
|
542 |
+
["azure", "xlarge", "$0.48", 8, "16GB", "Intel Xeon"],
|
543 |
+
]
|
544 |
+
)
|
545 |
|
546 |
+
gr.Markdown("""
|
547 |
+
#### Pricing Table(GPU) - 2023/2/22
|
548 |
+
""")
|
549 |
+
|
550 |
+
gr.Dataframe(
|
551 |
+
headers=["provider", "size", "$/h", "GPUs", "Memory", "Architecture"],
|
552 |
+
datatype=["str", "str", "str", "number", "str", "str"],
|
553 |
+
row_count=6,
|
554 |
+
col_count=(6, "fixed"),
|
555 |
+
value=[
|
556 |
+
["aws", "small", "$0.60", 1, "14GB", "NVIDIA T4"],
|
557 |
+
["aws", "medium", "$1.30", 1, "24GB", "NVIDIA A10G"],
|
558 |
+
["aws", "large", "$4.50", 4, "56GB", "NVIDIA T4"],
|
559 |
+
["aws", "xlarge", "$6.50", 1, "80GB", "NVIDIA A100"],
|
560 |
+
["aws", "xxlarge", "$7.00", 4, "96GB", "NVIDIA A10G"],
|
561 |
+
["aws", "xxxlarge", "$45.0", 8, "640GB", "NVIDIA A100"],
|
562 |
+
]
|
563 |
+
)
|
564 |
|
565 |
gr.TabbedInterface(
|
566 |
[demo2], ["HF Endpoint Tool"]
|