updated app.py
Browse files
app.py
CHANGED
@@ -29,49 +29,52 @@ def add_guess(guess):
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guesses = load_guesses()
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guesses.append(guess)
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save_guesses(guesses)
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n = len(guesses)
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average = sum(guesses) / n
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if n >= 2:
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# Calculate sample standard deviation
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s = statistics.stdev(guesses)
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# Calculate standard error
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SE = s / (n ** 0.5)
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# Degrees of freedom
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df = n - 1
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# Confidence level (e.g., 95%)
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confidence_level = 0.95
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alpha = 1 - confidence_level
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# Calculate critical t-value
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t_value = stats.t.ppf(1 - alpha/2, df)
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# Calculate margin of error
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ME = t_value * SE
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# Calculate confidence interval
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ci_lower = average - ME
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ci_upper = average + ME
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# Prepare output message
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return (
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f"Your guess has been recorded.\n"
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f"Current average of all guesses: {average:.2f}\n"
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f"95% confidence interval: ({ci_lower:.2f}, {ci_upper:.2f})"
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)
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else:
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# Not enough data to compute confidence interval
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return (
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f"Your guess has been recorded.\n"
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f"Current average of all guesses: {average:.2f}\n"
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f"Not enough data to compute confidence interval."
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)
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with gr.Blocks() as demo:
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gr.Markdown("# Collective Guessing Game")
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@@ -82,7 +85,10 @@ with gr.Blocks() as demo:
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with gr.Accordion("View Current Results!", open=False):
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output_text = gr.Textbox(label="Results", lines=10)
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submit_button.click(fn=add_guess, inputs=guess_input, outputs=output_text)
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demo.launch()
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guesses = load_guesses()
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guesses.append(guess)
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save_guesses(guesses)
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return compute_statistics(guesses, include_message=True)
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def get_current_results():
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with lock:
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guesses = load_guesses()
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return compute_statistics(guesses, include_message=False)
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def compute_statistics(guesses, include_message):
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n = len(guesses)
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if n == 0:
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return "No guesses have been made yet."
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average = sum(guesses) / n
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if n >= 2:
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# Calculate sample standard deviation
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s = statistics.stdev(guesses)
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# Calculate standard error
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SE = s / (n ** 0.5)
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# Degrees of freedom
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df = n - 1
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# Confidence level (e.g., 95%)
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confidence_level = 0.95
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alpha = 1 - confidence_level
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# Calculate critical t-value
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t_value = stats.t.ppf(1 - alpha/2, df)
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# Calculate margin of error
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ME = t_value * SE
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# Calculate confidence interval
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ci_lower = average - ME
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ci_upper = average + ME
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# Prepare output message
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message = (
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(f"Your guess has been recorded.\n" if include_message else "") +
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f"Current average of all guesses: {average:.2f}\n"
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f"95% confidence interval: ({ci_lower:.2f}, {ci_upper:.2f})"
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)
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return message
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else:
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# Not enough data to compute confidence interval
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message = (
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(f"Your guess has been recorded.\n" if include_message else "") +
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f"Current average of all guesses: {average:.2f}\n"
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f"Not enough data to compute confidence interval."
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)
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return message
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with gr.Blocks() as demo:
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gr.Markdown("# Collective Guessing Game")
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with gr.Accordion("View Current Results!", open=False):
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output_text = gr.Textbox(label="Results", lines=10)
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refresh_button = gr.Button("Refresh Results")
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submit_button.click(fn=add_guess, inputs=guess_input, outputs=output_text)
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refresh_button.click(fn=get_current_results, outputs=output_text)
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demo.load(fn=get_current_results, outputs=output_text)
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demo.launch()
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