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Update app.py
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app.py
CHANGED
@@ -10,52 +10,62 @@ if "OPENAI_API_KEY" not in os.environ:
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openai.api_key = os.environ["OPENAI_API_KEY"]
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 1. Wave-style chart utilities
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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CYCLES = {
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"Tech Cycle (50 yr)": 50,
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"Finance Cycle (80 yr)": 80,
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"Hegemony Cycle (250 yr)": 250,
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}
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COLOR_MAP = {50: "#ff3333", 80: "#ffcc00", 250: "#66ccff"}
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AMPLITUDE_MAP = {50: 1.0, 80: 1.6, 250: 4.0}
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CENTER = 2025
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def _half_sine(xs, period, amp):
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"""positive half-sine wave, aligned so peak at CENTER, 0 elsewhere"""
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phase = np.mod(xs - CENTER, period)
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y = amp * np.sin(np.pi * phase / period)
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y[y < 0] = 0
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return y
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def build_wave_chart_and_summary(start: int, end: int):
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fig
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# draw many stacked half-sine lines for each cycle โ โtowerโ ๋๋
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for period in sorted(CYCLES.values()):
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col, amp = COLOR_MAP[period], AMPLITUDE_MAP[period]
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for frac in np.linspace(amp / 30, amp, 30):
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ax.plot(xs, _half_sine(xs, period, frac),
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color=col, alpha=0.85, lw=0.6)
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years = [CENTER + n * period for n in range(
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math.ceil((start - CENTER) / period),
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math.floor((end - CENTER) / period) + 1)]
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summaries.append(f"{period}-yr cycle peaks: {years}")
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align_years = set(years) if align_years is None else align_years & set(years)
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ax.set_xlim(start, end)
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ax.
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ax.
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ax.
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ax.
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#
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ax.axvline(CENTER, color="white", ls="--", lw=1, alpha=.6)
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arrow_y = AMPLITUDE_MAP[250] * 1.05
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ax.annotate("", xy=(CENTER - 125, arrow_y), xytext=(CENTER + 125, arrow_y),
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@@ -63,13 +73,14 @@ def build_wave_chart_and_summary(start: int, end: int):
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ax.text(CENTER, arrow_y + .15, "250 yr", color="white",
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ha="center", va="bottom", fontsize=10, fontweight="bold")
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summary = (f"Range {start}-{end}\n"
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"\n".join(summaries)
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f"\nAlignment year inside range:
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return fig, summary
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ๏ฟฝ๏ฟฝโโโโโโโโโโโโโโโโโโโโ
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# 2. GPT chat
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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BASE_PROMPT = (
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"๋น์ ์ ๊ฐ๊ฒฐํ๊ณ ์ ํํ ํ๊ตญ์ด ์ด์์คํดํธ์
๋๋ค. "
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def chat_with_gpt(history, user_msg, chart_summary):
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msgs = [{"role": "system", "content": BASE_PROMPT}]
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if chart_summary != "No chart yet.":
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msgs.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
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for u, a in history:
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msgs += [{"role": "user", "content": u},
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msgs.append({"role": "user", "content": user_msg})
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model="gpt-3.5-turbo",
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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-
# 3. Gradio UI
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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gr.Markdown("## ๐ Wave-style Cycle Timeline & ๐ฌ GPT Chat")
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chart_summary_state = gr.State(value="No chart yet.")
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with gr.Tabs():
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# โธ Tab 1 โ Chart
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with gr.TabItem("Timeline Chart"):
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fig0, summ0 = build_wave_chart_and_summary(1500, 2500)
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plot_out = gr.Plot(value=fig0)
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def refresh_chart(s, e):
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fig, summ = build_wave_chart_and_summary(int(s), int(e))
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send_btn = gr.Button("Send", variant="primary")
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def respond(chat_hist, user_msg, summary):
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chat_hist.append((user_msg,
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return chat_hist, gr.Textbox(value="", interactive=True)
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send_btn.click(respond, [chatbot, user_in, chart_summary_state],
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openai.api_key = os.environ["OPENAI_API_KEY"]
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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+
# 1. Wave-style chart utilities
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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CYCLES = {
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"Tech Cycle (50 yr)": 50,
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"Finance Cycle (80 yr)": 80,
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"Hegemony Cycle (250 yr)": 250,
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}
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COLOR_MAP = {50: "#ff3333", 80: "#ffcc00", 250: "#66ccff"}
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AMPLITUDE_MAP = {50: 1.0, 80: 1.6, 250: 4.0}
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CENTER = 2025 # alignment reference
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def _half_sine(xs, period, amp):
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phase = np.mod(xs - CENTER, period)
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y = amp * np.sin(np.pi * phase / period)
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y[y < 0] = 0
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return y
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def build_wave_chart_and_summary(start: int, end: int):
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xs = np.linspace(start, end, (end - start) * 4)
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fig, ax = plt.subplots(figsize=(14, 6))
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fig.subplots_adjust(top=0.9) # prevent title clipping
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summaries, align_years, all_year_labels = [], None, set()
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for period in sorted(CYCLES.values()):
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col, amp = COLOR_MAP[period], AMPLITUDE_MAP[period]
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for frac in np.linspace(amp / 30, amp, 30):
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ax.plot(xs, _half_sine(xs, period, frac), color=col, alpha=0.85, lw=0.6)
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years = [CENTER + n * period for n in range(
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math.ceil((start - CENTER) / period),
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math.floor((end - CENTER) / period) + 1)]
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summaries.append(f"{period}-yr cycle peaks: {years}")
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align_years = set(years) if align_years is None else align_years & set(years)
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all_year_labels.update(years)
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# baseline year labels (small font, duplicates removed)
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for y in sorted(all_year_labels):
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if start <= y <= end:
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ax.text(y, -0.1, str(y), ha="center", va="top",
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fontsize=6, color="white", rotation=90)
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ax.set_facecolor("black")
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fig.patch.set_facecolor("black")
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ax.set_xlim(start, end)
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ax.set_ylim(-0.2, max(AMPLITUDE_MAP.values()) + 0.2)
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ax.set_xlabel("Year", color="white")
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ax.set_ylabel("Relative Amplitude", color="white")
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ax.set_title("Technology ยท Finance ยท Hegemony Cycles", color="white",
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pad=35, fontsize=14, fontweight="bold")
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ax.tick_params(colors="white")
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for spine in ax.spines.values():
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spine.set_color("white")
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ax.grid(axis="y", color="white", ls="--", lw=.3, alpha=.3)
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# alignment marker
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ax.axvline(CENTER, color="white", ls="--", lw=1, alpha=.6)
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arrow_y = AMPLITUDE_MAP[250] * 1.05
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ax.annotate("", xy=(CENTER - 125, arrow_y), xytext=(CENTER + 125, arrow_y),
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ax.text(CENTER, arrow_y + .15, "250 yr", color="white",
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ha="center", va="bottom", fontsize=10, fontweight="bold")
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summary = (f"Range {start}-{end}\n"
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+ "\n".join(summaries)
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+ f"\nAlignment year inside range: "
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+ (", ".join(map(str, sorted(align_years))) if align_years else "None"))
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return fig, summary
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ๏ฟฝ๏ฟฝโโโโโโโโโโโโโโโโโโโโ
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# 2. GPT chat
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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BASE_PROMPT = (
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"๋น์ ์ ๊ฐ๊ฒฐํ๊ณ ์ ํํ ํ๊ตญ์ด ์ด์์คํดํธ์
๋๋ค. "
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def chat_with_gpt(history, user_msg, chart_summary):
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msgs = [{"role": "system", "content": BASE_PROMPT}]
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if chart_summary != "No chart yet.":
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msgs.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
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for u, a in history:
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msgs += [{"role": "user", "content": u},
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{"role": "assistant", "content": a}]
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msgs.append({"role": "user", "content": user_msg})
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reply = openai.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=msgs,
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max_tokens=600,
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temperature=0.7
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).choices[0].message.content.strip()
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return reply
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 3. Gradio UI + CSS
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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custom_css = """
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#wave_plot {width: 100% !important;}
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#wave_plot canvas {width: 100% !important; height: auto !important;}
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"""
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with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
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gr.Markdown("## ๐ Wave-style Cycle Timeline & ๐ฌ GPT Chat")
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chart_summary_state = gr.State(value="No chart yet.")
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with gr.Tabs():
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# โธ Tab 1 โ Chart
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with gr.TabItem("Timeline Chart"):
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fig0, summ0 = build_wave_chart_and_summary(1500, 2500)
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plot_out = gr.Plot(value=fig0, elem_id="wave_plot")
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with gr.Row():
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start_year = gr.Number(label="Start Year", value=1500)
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end_year = gr.Number(label="End Year", value=2500)
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def refresh_chart(s, e):
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fig, summ = build_wave_chart_and_summary(int(s), int(e))
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return fig, summ
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start_year.change(refresh_chart, [start_year, end_year],
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[plot_out, chart_summary_state])
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end_year.change(refresh_chart, [start_year, end_year],
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[plot_out, chart_summary_state])
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# โธ Tab 2 โ GPT Chat
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with gr.TabItem("GPT Chat"):
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chatbot = gr.Chatbot(label="Assistant")
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user_in = gr.Textbox(lines=3, placeholder="๋ฉ์์ง๋ฅผ ์
๋ ฅํ์ธ์โฆ")
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send_btn = gr.Button("Send", variant="primary")
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def respond(chat_hist, user_msg, summary):
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ans = chat_with_gpt(chat_hist, user_msg, summary)
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chat_hist.append((user_msg, ans))
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return chat_hist, gr.Textbox(value="", interactive=True)
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send_btn.click(respond, [chatbot, user_in, chart_summary_state],
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[chatbot, user_in])
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user_in.submit(respond, [chatbot, user_in, chart_summary_state],
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[chatbot, user_in])
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if __name__ == "__main__":
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demo.launch()
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# cycles_chat_app.py
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import os, math, numpy as np, matplotlib.pyplot as plt, gradio as gr
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import openai
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+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
163 |
+
# 0. OpenAI key
|
164 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
165 |
+
if "OPENAI_API_KEY" not in os.environ:
|
166 |
+
os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
|
167 |
+
openai.api_key = os.environ["OPENAI_API_KEY"]
|
168 |
+
|
169 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
170 |
+
# 1. Wave-style chart utilities
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171 |
+
# โโโโโโโโโโโโโโโโโ๏ฟฝ๏ฟฝ๏ฟฝโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
172 |
+
CYCLES = {
|
173 |
+
"Tech Cycle (50 yr)": 50,
|
174 |
+
"Finance Cycle (80 yr)": 80,
|
175 |
+
"Hegemony Cycle (250 yr)": 250,
|
176 |
+
}
|
177 |
+
COLOR_MAP = {50: "#ff3333", 80: "#ffcc00", 250: "#66ccff"}
|
178 |
+
AMPLITUDE_MAP = {50: 1.0, 80: 1.6, 250: 4.0}
|
179 |
+
CENTER = 2025 # alignment reference
|
180 |
+
|
181 |
+
def _half_sine(xs, period, amp):
|
182 |
+
phase = np.mod(xs - CENTER, period)
|
183 |
+
y = amp * np.sin(np.pi * phase / period)
|
184 |
+
y[y < 0] = 0
|
185 |
+
return y
|
186 |
+
|
187 |
+
def build_wave_chart_and_summary(start: int, end: int):
|
188 |
+
xs = np.linspace(start, end, (end - start) * 4)
|
189 |
+
fig, ax = plt.subplots(figsize=(14, 6))
|
190 |
+
fig.subplots_adjust(top=0.9) # prevent title clipping
|
191 |
+
|
192 |
+
summaries, align_years, all_year_labels = [], None, set()
|
193 |
+
|
194 |
+
for period in sorted(CYCLES.values()):
|
195 |
+
col, amp = COLOR_MAP[period], AMPLITUDE_MAP[period]
|
196 |
+
for frac in np.linspace(amp / 30, amp, 30):
|
197 |
+
ax.plot(xs, _half_sine(xs, period, frac), color=col, alpha=0.85, lw=0.6)
|
198 |
+
|
199 |
+
years = [CENTER + n * period for n in range(
|
200 |
+
math.ceil((start - CENTER) / period),
|
201 |
+
math.floor((end - CENTER) / period) + 1)]
|
202 |
+
summaries.append(f"{period}-yr cycle peaks: {years}")
|
203 |
+
align_years = set(years) if align_years is None else align_years & set(years)
|
204 |
+
all_year_labels.update(years)
|
205 |
+
|
206 |
+
# baseline year labels (small font, duplicates removed)
|
207 |
+
for y in sorted(all_year_labels):
|
208 |
+
if start <= y <= end:
|
209 |
+
ax.text(y, -0.1, str(y), ha="center", va="top",
|
210 |
+
fontsize=6, color="white", rotation=90)
|
211 |
+
|
212 |
+
ax.set_facecolor("black")
|
213 |
+
fig.patch.set_facecolor("black")
|
214 |
+
ax.set_xlim(start, end)
|
215 |
+
ax.set_ylim(-0.2, max(AMPLITUDE_MAP.values()) + 0.2)
|
216 |
+
ax.set_xlabel("Year", color="white")
|
217 |
+
ax.set_ylabel("Relative Amplitude", color="white")
|
218 |
+
ax.set_title("Technology ยท Finance ยท Hegemony Cycles", color="white",
|
219 |
+
pad=35, fontsize=14, fontweight="bold")
|
220 |
+
ax.tick_params(colors="white")
|
221 |
+
for spine in ax.spines.values():
|
222 |
+
spine.set_color("white")
|
223 |
+
ax.grid(axis="y", color="white", ls="--", lw=.3, alpha=.3)
|
224 |
+
|
225 |
+
# alignment marker
|
226 |
+
ax.axvline(CENTER, color="white", ls="--", lw=1, alpha=.6)
|
227 |
+
arrow_y = AMPLITUDE_MAP[250] * 1.05
|
228 |
+
ax.annotate("", xy=(CENTER - 125, arrow_y), xytext=(CENTER + 125, arrow_y),
|
229 |
+
arrowprops=dict(arrowstyle="<|-|>", color="white", lw=1.2))
|
230 |
+
ax.text(CENTER, arrow_y + .15, "250 yr", color="white",
|
231 |
+
ha="center", va="bottom", fontsize=10, fontweight="bold")
|
232 |
+
|
233 |
+
summary = (f"Range {start}-{end}\n"
|
234 |
+
+ "\n".join(summaries)
|
235 |
+
+ f"\nAlignment year inside range: "
|
236 |
+
+ (", ".join(map(str, sorted(align_years))) if align_years else "None"))
|
237 |
+
return fig, summary
|
238 |
|
239 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
240 |
+
# 2. GPT chat
|
241 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
242 |
+
BASE_PROMPT = (
|
243 |
+
"๋น์ ์ ๊ฐ๊ฒฐํ๊ณ ์ ํํ ํ๊ตญ์ด ์ด์์คํดํธ์
๋๋ค. "
|
244 |
+
"์ฌ์ฉ์์ ์ง๋ฌธ์ ๋ตํ ๋, ์ ๊ณต๋ [Chart summary] ๋ด์ฉ์ ๋ฐ๋์ ๋ฐ์ํ์ธ์."
|
245 |
+
)
|
246 |
+
|
247 |
+
def chat_with_gpt(history, user_msg, chart_summary):
|
248 |
+
msgs = [{"role": "system", "content": BASE_PROMPT}]
|
249 |
+
if chart_summary != "No chart yet.":
|
250 |
+
msgs.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
|
251 |
+
|
252 |
+
for u, a in history:
|
253 |
+
msgs += [{"role": "user", "content": u},
|
254 |
+
{"role": "assistant", "content": a}]
|
255 |
+
msgs.append({"role": "user", "content": user_msg})
|
256 |
+
|
257 |
+
reply = openai.chat.completions.create(
|
258 |
+
model="gpt-3.5-turbo",
|
259 |
+
messages=msgs,
|
260 |
+
max_tokens=600,
|
261 |
+
temperature=0.7
|
262 |
+
).choices[0].message.content.strip()
|
263 |
+
return reply
|
264 |
+
|
265 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
266 |
+
# 3. Gradio UI + CSS
|
267 |
+
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
268 |
+
custom_css = """
|
269 |
+
#wave_plot {width: 100% !important;}
|
270 |
+
#wave_plot canvas {width: 100% !important; height: auto !important;}
|
271 |
+
"""
|
272 |
+
|
273 |
+
with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
|
274 |
+
gr.Markdown("## ๐ Wave-style Cycle Timeline & ๐ฌ GPT Chat")
|
275 |
+
|
276 |
+
chart_summary_state = gr.State(value="No chart yet.")
|
277 |
+
|
278 |
+
with gr.Tabs():
|
279 |
+
# โธ Tab 1 โ Chart
|
280 |
+
with gr.TabItem("Timeline Chart"):
|
281 |
fig0, summ0 = build_wave_chart_and_summary(1500, 2500)
|
282 |
+
plot_out = gr.Plot(value=fig0, elem_id="wave_plot")
|
283 |
+
|
284 |
+
with gr.Row():
|
285 |
+
start_year = gr.Number(label="Start Year", value=1500)
|
286 |
+
end_year = gr.Number(label="End Year", value=2500)
|
287 |
|
288 |
def refresh_chart(s, e):
|
289 |
fig, summ = build_wave_chart_and_summary(int(s), int(e))
|
|
|
301 |
send_btn = gr.Button("Send", variant="primary")
|
302 |
|
303 |
def respond(chat_hist, user_msg, summary):
|
304 |
+
ans = chat_with_gpt(chat_hist, user_msg, summary)
|
305 |
+
chat_hist.append((user_msg, ans))
|
306 |
return chat_hist, gr.Textbox(value="", interactive=True)
|
307 |
|
308 |
send_btn.click(respond, [chatbot, user_in, chart_summary_state],
|