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This commit is contained in:
@@ -0,0 +1,515 @@
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import inspect
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import random
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import time
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import gradio as gr
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import pytest
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from pydub import AudioSegment
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def pytest_configure(config):
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config.addinivalue_line(
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"markers", "flaky: mark test as flaky. Failure will not cause te"
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)
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config.addinivalue_line("markers", "serial: mark test as serial")
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@pytest.fixture
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def calculator_demo():
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def calculator(num1, operation, num2):
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if operation == "add":
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return num1 + num2
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elif operation == "subtract":
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return num1 - num2
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elif operation == "multiply":
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return num1 * num2
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elif operation == "divide":
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if num2 == 0:
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raise gr.Error("Cannot divide by zero!")
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return num1 / num2
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demo = gr.Interface(
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calculator,
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["number", gr.Radio(["add", "subtract", "multiply", "divide"]), "number"],
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"number",
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api_name="predict",
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examples=[
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[5, "add", 3],
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[4, "divide", 2],
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[-4, "multiply", 2.5],
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[0, "subtract", 1.2],
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],
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)
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return demo
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@pytest.fixture
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def hello_world_demo():
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def greet(name, punctuation):
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return "Hello " + name + punctuation
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demo = gr.Interface(
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fn=greet,
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inputs=[gr.Textbox(label="Name"), gr.Textbox(label="Punctuation")],
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outputs=gr.Textbox(label="Greeting"),
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api_name="greet",
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)
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return demo
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@pytest.fixture
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def calculator_demo_with_defaults():
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def calculator(num1, operation=None, num2=100):
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if operation is None or operation == "add":
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return num1 + num2
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elif operation == "subtract":
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return num1 - num2
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elif operation == "multiply":
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return num1 * num2
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elif operation == "divide":
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if num2 == 0:
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raise gr.Error("Cannot divide by zero!")
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return num1 / num2
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demo = gr.Interface(
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calculator,
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[
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gr.Number(value=10),
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gr.Radio(["add", "subtract", "multiply", "divide"]),
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gr.Number(),
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],
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"number",
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examples=[
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[5, "add", 3],
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[4, "divide", 2],
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[-4, "multiply", 2.5],
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[0, "subtract", 1.2],
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],
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api_name="predict",
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)
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return demo
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@pytest.fixture
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def state_demo():
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state = gr.State(delete_callback=lambda x: print("STATE DELETED"))
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demo = gr.Interface(
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lambda x, y: (x, y),
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["textbox", state],
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["textbox", state],
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api_name="predict",
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)
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return demo
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@pytest.fixture
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def increment_demo():
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with gr.Blocks() as demo:
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btn1 = gr.Button("Increment")
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btn2 = gr.Button("Increment")
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btn3 = gr.Button("Increment")
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numb = gr.Number()
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state = gr.State(0)
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btn1.click(
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lambda x: (x + 1, x + 1),
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state,
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[state, numb],
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api_name="increment_with_queue",
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)
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btn2.click(
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lambda x: (x + 1, x + 1),
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state,
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[state, numb],
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queue=False,
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api_name="increment_without_queue",
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)
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btn3.click(
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lambda x: (x + 1, x + 1),
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state,
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[state, numb],
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api_visibility="private",
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)
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return demo
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@pytest.fixture
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def progress_demo():
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def my_function(x, progress=gr.Progress()):
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progress(0, desc="Starting...")
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for _ in progress.tqdm(range(20)):
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time.sleep(0.1)
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return x
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return gr.Interface(my_function, gr.Textbox(), gr.Textbox(), api_name="predict")
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@pytest.fixture
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def yield_demo():
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def spell(x):
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for i in range(len(x)):
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time.sleep(0.5)
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yield x[:i]
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return gr.Interface(spell, "textbox", "textbox", api_name="predict")
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|
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@pytest.fixture
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def cancel_from_client_demo():
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def iteration():
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for i in range(20):
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print(f"i: {i}")
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yield i
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time.sleep(0.5)
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def long_process():
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time.sleep(10)
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print("DONE!")
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return 10
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with gr.Blocks() as demo:
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num = gr.Number()
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btn = gr.Button(value="Iterate")
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btn.click(iteration, None, num, api_name="iterate")
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btn2 = gr.Button(value="Long Process")
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btn2.click(long_process, None, num, api_name="long")
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return demo
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@pytest.fixture
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def sentiment_classification_demo():
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def classifier(text): # noqa: ARG001
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time.sleep(1)
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return {label: random.random() for label in ["POSITIVE", "NEGATIVE", "NEUTRAL"]}
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def sleep_for_test():
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time.sleep(10)
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return 2
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column():
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input_text = gr.Textbox(label="Input Text")
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with gr.Row():
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classify = gr.Button("Classify Sentiment")
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with gr.Column():
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label = gr.Label(label="Predicted Sentiment")
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number = gr.Number()
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btn = gr.Button("Sleep then print")
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classify.click(classifier, input_text, label, api_name="classify")
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btn.click(sleep_for_test, None, number, api_name="sleep")
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return demo
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@pytest.fixture
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def count_generator_demo():
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def count(n):
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for i in range(int(n)):
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time.sleep(0.5)
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yield i
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def show(n):
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return str(list(range(int(n))))
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with gr.Blocks() as demo:
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with gr.Column():
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num = gr.Number(value=10)
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with gr.Row():
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count_btn = gr.Button("Count")
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list_btn = gr.Button("List")
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with gr.Column():
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out = gr.Textbox()
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count_btn.click(count, num, out)
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list_btn.click(show, num, out)
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return demo
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@pytest.fixture
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def count_generator_no_api():
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def count(n):
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for i in range(int(n)):
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time.sleep(0.5)
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yield i
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def show(n):
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return str(list(range(int(n))))
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with gr.Blocks() as demo:
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with gr.Column():
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num = gr.Number(value=10)
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with gr.Row():
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count_btn = gr.Button("Count")
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list_btn = gr.Button("List")
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with gr.Column():
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out = gr.Textbox()
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count_btn.click(count, num, out, api_visibility="private")
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list_btn.click(show, num, out, api_visibility="private")
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return demo
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@pytest.fixture
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def count_generator_demo_exception():
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def count(n):
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for i in range(int(n)):
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time.sleep(0.01)
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if i == 5:
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raise ValueError("Oh no!")
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yield i
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def show(n):
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return str(list(range(int(n))))
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|
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with gr.Blocks() as demo:
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with gr.Column():
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num = gr.Number(value=10)
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with gr.Row():
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count_btn = gr.Button("Count")
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with gr.Column():
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out = gr.Textbox()
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count_btn.click(count, num, out, api_name="count")
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return demo
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@pytest.fixture
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def file_io_demo():
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demo = gr.Interface(
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lambda _: print("foox"),
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[gr.File(file_count="multiple"), "file"],
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[gr.File(file_count="multiple"), "file"],
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api_name="predict",
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)
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return demo
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@pytest.fixture
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def stateful_chatbot():
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot()
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msg = gr.Textbox()
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clear = gr.Button("Clear")
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st = gr.State([1, 2, 3])
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def respond(message, st, chat_history):
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assert st[0] == 1 and st[1] == 2 and st[2] == 3
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bot_message = "I love you"
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chat_history.append({"role": "user", "content": message})
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chat_history.append({"role": "assistant", "content": bot_message})
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return "", chat_history
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msg.submit(respond, [msg, st, chatbot], [msg, chatbot], api_name="submit")
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clear.click(lambda: None, None, chatbot, queue=False)
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return demo
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@pytest.fixture
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def hello_world_with_group():
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with gr.Blocks() as demo:
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name = gr.Textbox(label="name")
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output = gr.Textbox(label="greeting")
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greet = gr.Button("Greet")
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show_group = gr.Button("Show group")
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with gr.Group(visible=False) as group:
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gr.Textbox("Hello!")
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def greeting(name):
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return f"Hello {name}", gr.Group(visible=True)
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greet.click(
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greeting, inputs=[name], outputs=[output, group], api_name="greeting"
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)
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show_group.click(
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lambda: gr.Group(visible=False), None, group, api_name="show_group"
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||||
)
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return demo
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@pytest.fixture
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def hello_world_with_state_and_accordion():
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with gr.Blocks() as demo:
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with gr.Row():
|
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name = gr.Textbox(label="name")
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output = gr.Textbox(label="greeting")
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num = gr.Number(label="count")
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with gr.Row():
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n_counts = gr.State(value=0)
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greet = gr.Button("Greet")
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open_acc = gr.Button("Open acc")
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close_acc = gr.Button("Close acc")
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with gr.Accordion(label="Extra stuff", open=False) as accordion:
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gr.Textbox("Hello!")
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|
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def greeting(name, state):
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"""This is a greeting function."""
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state += 1
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return state, f"Hello {name}", state, gr.Accordion(open=False)
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|
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greet.click(
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greeting,
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inputs=[name, n_counts],
|
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outputs=[n_counts, output, num, accordion],
|
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api_name="greeting",
|
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)
|
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open_acc.click(
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lambda state: (state + 1, state + 1, gr.Accordion(open=True)),
|
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[n_counts],
|
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[n_counts, num, accordion],
|
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api_name="open",
|
||||
)
|
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close_acc.click(
|
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lambda state: (state + 1, state + 1, gr.Accordion(open=False)),
|
||||
[n_counts],
|
||||
[n_counts, num, accordion],
|
||||
api_name="close",
|
||||
)
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return demo
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|
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|
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@pytest.fixture
|
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def stream_audio():
|
||||
import pathlib
|
||||
import tempfile
|
||||
|
||||
def _stream_audio(audio_file):
|
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audio = AudioSegment.from_mp3(audio_file)
|
||||
i = 0
|
||||
chunk_size = 3000
|
||||
|
||||
while chunk_size * i < len(audio):
|
||||
chunk = audio[chunk_size * i : chunk_size * (i + 1)]
|
||||
i += 1
|
||||
if chunk:
|
||||
file = str(pathlib.Path(tempfile.gettempdir()) / f"{i}.wav")
|
||||
chunk.export(file, format="wav")
|
||||
yield file
|
||||
|
||||
return gr.Interface(
|
||||
fn=_stream_audio,
|
||||
inputs=gr.Audio(type="filepath", label="Audio file to stream"),
|
||||
outputs=gr.Audio(autoplay=True, streaming=True),
|
||||
api_name="predict",
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def video_component():
|
||||
return gr.Interface(
|
||||
fn=lambda x: x, inputs=gr.Video(), outputs=gr.Video(), api_name="predict"
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def all_components():
|
||||
classes_to_check = gr.components.Component.__subclasses__()
|
||||
subclasses = []
|
||||
|
||||
while classes_to_check:
|
||||
subclass = classes_to_check.pop()
|
||||
children = subclass.__subclasses__()
|
||||
|
||||
if children:
|
||||
classes_to_check.extend(children)
|
||||
if (
|
||||
"value" in inspect.signature(subclass).parameters
|
||||
and subclass != gr.components.Component
|
||||
and not getattr(subclass, "is_template", False)
|
||||
):
|
||||
subclasses.append(subclass)
|
||||
|
||||
return subclasses
|
||||
|
||||
|
||||
@pytest.fixture(autouse=True)
|
||||
def gradio_temp_dir(monkeypatch, tmp_path):
|
||||
"""tmp_path is unique to each test function.
|
||||
It will be cleared automatically according to pytest docs: https://docs.pytest.org/en/6.2.x/reference.html#tmp-path
|
||||
"""
|
||||
monkeypatch.setenv("GRADIO_TEMP_DIR", str(tmp_path))
|
||||
return tmp_path
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def long_response_with_info():
|
||||
def long_response(_):
|
||||
gr.Info("Beginning long response")
|
||||
time.sleep(17)
|
||||
gr.Info("Done!")
|
||||
return "\ta\nb" * 90000
|
||||
|
||||
return gr.Interface(
|
||||
long_response, None, gr.Textbox(label="Output"), api_name="predict"
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def many_endpoint_demo():
|
||||
with gr.Blocks() as demo:
|
||||
|
||||
def noop(x):
|
||||
return x
|
||||
|
||||
n_elements = 1000
|
||||
for _ in range(n_elements):
|
||||
msg2 = gr.Textbox()
|
||||
msg2.submit(noop, msg2, msg2)
|
||||
butn2 = gr.Button()
|
||||
butn2.click(noop, msg2, msg2)
|
||||
|
||||
return demo
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def max_file_size_demo():
|
||||
with gr.Blocks() as demo:
|
||||
file_1b = gr.File()
|
||||
upload_status = gr.Textbox()
|
||||
|
||||
file_1b.upload(
|
||||
lambda x: "Upload successful", file_1b, upload_status, api_name="upload_1b"
|
||||
)
|
||||
|
||||
return demo
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def chatbot_message_format():
|
||||
with gr.Blocks() as demo:
|
||||
chatbot = gr.Chatbot()
|
||||
msg = gr.Textbox()
|
||||
|
||||
def respond(message, chat_history: list):
|
||||
bot_message = random.choice(
|
||||
["How are you?", "I love you", "I'm very hungry"]
|
||||
)
|
||||
chat_history.extend(
|
||||
[
|
||||
{"role": "user", "content": message},
|
||||
{"role": "assistant", "content": bot_message},
|
||||
]
|
||||
)
|
||||
return "", chat_history
|
||||
|
||||
msg.submit(respond, [msg, chatbot], [msg, chatbot], api_name="chat")
|
||||
|
||||
return demo
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def media_data():
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
sys.path.append(Path(".").resolve().as_posix())
|
||||
from client.python.test import media_data
|
||||
|
||||
return media_data
|
||||
Reference in New Issue
Block a user