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Update app-backup.py
Browse files- app-backup.py +54 -192
app-backup.py
CHANGED
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@@ -1,24 +1,25 @@
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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
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# 0. OpenAI key
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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if "OPENAI_API_KEY" not in os.environ:
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os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
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openai.api_key = os.environ["OPENAI_API_KEY"]
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 1.
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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CYCLES = {
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"
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"
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"
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}
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COLOR_MAP
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AMPLITUDE_MAP = {50: 1.0, 80: 1.6,
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CENTER = 2025 # alignment reference
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def _half_sine(xs, period, amp):
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@@ -30,36 +31,35 @@ def _half_sine(xs, period, amp):
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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)
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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),
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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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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
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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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@@ -75,16 +75,16 @@ def build_wave_chart_and_summary(start: int, end: int):
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summary = (f"Range {start}-{end}\n"
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+ "\n".join(summaries)
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+
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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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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 2.
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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BASE_PROMPT = (
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"
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"
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)
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def chat_with_gpt(history, user_msg, chart_summary):
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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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return reply
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 3.
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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=
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# โโ
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gr.Markdown("##
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# โโ
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gr.Markdown(
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""
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**Tech Cycle (50 yr)** โ Innovation booms and busts every half-century.
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**Finance Cycle (80 yr)** โ Credit expansions and crises roughly once in a lifetime.
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**Hegemony Cycle (250 yr)** โ Rise & decline of world-leading powers over two-and-a-half centuries.
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""",
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elem_id="cycle_descriptions",
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)
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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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end_year.change(refresh_chart, [start_year, end_year],
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[plot_out, chart_summary_state])
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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
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# 0. OpenAI key
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ๏ฟฝ๏ฟฝโโโโโโโโโโโโโโโโโโโโโ
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if "OPENAI_API_KEY" not in os.environ:
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os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
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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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arrowprops=dict(arrowstyle="<|-|>", color="white", lw=1.2))
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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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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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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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"์ฌ์ฉ์์ ์ง๋ฌธ์ ๋ตํ ๋, ์ ๊ณต๋ [Chart summary] ๋ด์ฉ์ ๋ฐ๋์ ๋ฐ์ํ์ธ์."
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)
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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():
|
| 297 |
-
start_year = gr.Number(label="Start Year", value=1500)
|
| 298 |
-
end_year = gr.Number(label="End Year", value=2500)
|
| 299 |
-
|
| 300 |
-
def refresh_chart(s, e):
|
| 301 |
-
fig, summ = build_wave_chart_and_summary(int(s), int(e))
|
| 302 |
-
return fig, summ
|
| 303 |
-
|
| 304 |
-
start_year.change(refresh_chart, [start_year, end_year],
|
| 305 |
-
[plot_out, chart_summary_state])
|
| 306 |
-
end_year.change(refresh_chart, [start_year, end_year],
|
| 307 |
-
[plot_out, chart_summary_state])
|
| 308 |
|
| 309 |
# โธ Tab 2 โ GPT Chat
|
| 310 |
with gr.TabItem("GPT Chat"):
|
|
|
|
| 1 |
+
# cycles_chat_app.py โ CycleNavigator (4-Cycle ๋ฒ์ )
|
| 2 |
import os, math, numpy as np, matplotlib.pyplot as plt, gradio as gr
|
| 3 |
import openai
|
| 4 |
|
| 5 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 6 |
+
# 0. OpenAI API key
|
| 7 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 8 |
if "OPENAI_API_KEY" not in os.environ:
|
| 9 |
os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
|
| 10 |
openai.api_key = os.environ["OPENAI_API_KEY"]
|
| 11 |
|
| 12 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 13 |
+
# 1. Wave-style chart utilities
|
| 14 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 15 |
CYCLES = {
|
| 16 |
+
"K-Wave (50 yr)": 50, # ์ฅ๊ธฐ ์ฝ๋๋ผํฐ์ํ ํ๋
|
| 17 |
+
"Business Cycle (Juglar 9 yr)": 9, # ์ค๋นํฌ์ยท์ ์ฉ ๊ฒฝ๊ธฐ์ํ
|
| 18 |
+
"Finance Cycle (80 yr)": 80, # ์ ์ฉยท๊ธ์ต ์ฅ์ฃผ๊ธฐ
|
| 19 |
+
"Hegemony Cycle (250 yr)": 250, # ํจ๊ถ ํฅ๋ง
|
| 20 |
}
|
| 21 |
+
COLOR_MAP = {50: "#ff3333", 9: "#66ff66", 80: "#ffcc00", 250: "#66ccff"}
|
| 22 |
+
AMPLITUDE_MAP = {50: 1.0, 9: 0.6, 80: 1.6, 250: 4.0}
|
| 23 |
CENTER = 2025 # alignment reference
|
| 24 |
|
| 25 |
def _half_sine(xs, period, amp):
|
|
|
|
| 31 |
def build_wave_chart_and_summary(start: int, end: int):
|
| 32 |
xs = np.linspace(start, end, (end - start) * 4)
|
| 33 |
fig, ax = plt.subplots(figsize=(14, 6))
|
| 34 |
+
fig.subplots_adjust(top=0.9)
|
| 35 |
|
| 36 |
summaries, align_years, all_year_labels = [], None, set()
|
| 37 |
|
| 38 |
+
for period in sorted(set(CYCLES.values())): # iterate periods in ascending order
|
| 39 |
col, amp = COLOR_MAP[period], AMPLITUDE_MAP[period]
|
| 40 |
for frac in np.linspace(amp / 30, amp, 30):
|
| 41 |
+
ax.plot(xs, _half_sine(xs, period, frac),
|
| 42 |
+
color=col, alpha=0.85, lw=0.6)
|
| 43 |
|
| 44 |
years = [CENTER + n * period for n in range(
|
| 45 |
math.ceil((start - CENTER) / period),
|
| 46 |
math.floor((end - CENTER) / period) + 1)]
|
| 47 |
+
name = [k for k, v in CYCLES.items() if v == period][0]
|
| 48 |
+
summaries.append(f"{name} peaks: {years}")
|
| 49 |
align_years = set(years) if align_years is None else align_years & set(years)
|
| 50 |
all_year_labels.update(years)
|
| 51 |
|
| 52 |
+
# small baseline labels
|
| 53 |
for y in sorted(all_year_labels):
|
| 54 |
if start <= y <= end:
|
| 55 |
ax.text(y, -0.1, str(y), ha="center", va="top",
|
| 56 |
fontsize=6, color="white", rotation=90)
|
| 57 |
|
| 58 |
+
ax.set_facecolor("black"); fig.patch.set_facecolor("black")
|
|
|
|
| 59 |
ax.set_xlim(start, end)
|
| 60 |
ax.set_ylim(-0.2, max(AMPLITUDE_MAP.values()) + 0.2)
|
| 61 |
ax.set_xlabel("Year", color="white")
|
| 62 |
ax.set_ylabel("Relative Amplitude", color="white")
|
|
|
|
|
|
|
| 63 |
ax.tick_params(colors="white")
|
| 64 |
for spine in ax.spines.values():
|
| 65 |
spine.set_color("white")
|
|
|
|
| 75 |
|
| 76 |
summary = (f"Range {start}-{end}\n"
|
| 77 |
+ "\n".join(summaries)
|
| 78 |
+
+ "\nAlignment year inside range: "
|
| 79 |
+ (", ".join(map(str, sorted(align_years))) if align_years else "None"))
|
| 80 |
return fig, summary
|
| 81 |
|
| 82 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 83 |
+
# 2. GPT chat helper
|
| 84 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 85 |
BASE_PROMPT = (
|
| 86 |
+
"You are a concise and accurate Korean assistant. "
|
| 87 |
+
"Always incorporate the provided [Chart summary] when replying."
|
| 88 |
)
|
| 89 |
|
| 90 |
def chat_with_gpt(history, user_msg, chart_summary):
|
|
|
|
| 93 |
msgs.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
|
| 94 |
|
| 95 |
for u, a in history:
|
| 96 |
+
msgs += [{"role": "user", "content": u}, {"role": "assistant", "content": a}]
|
|
|
|
| 97 |
msgs.append({"role": "user", "content": user_msg})
|
| 98 |
|
| 99 |
reply = openai.chat.completions.create(
|
|
|
|
| 105 |
return reply
|
| 106 |
|
| 107 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 108 |
+
# 3. Gradio UI
|
| 109 |
# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 110 |
custom_css = """
|
| 111 |
#wave_plot {width: 100% !important;}
|
| 112 |
#wave_plot canvas {width: 100% !important; height: auto !important;}
|
| 113 |
"""
|
| 114 |
|
| 115 |
+
with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
|
| 116 |
+
# โโ ์๋น์ค ์ ๋ชฉ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
|
| 117 |
+
gr.Markdown("## ๐ญ **CycleNavigator**")
|
| 118 |
|
| 119 |
+
# โโ ๋ค ์ฌ์ดํด ๊ฐ๋จ ์ค๋ช
(์์ ๊ธ์จ) โโโโโโโโโโโโโโโโโโโโโโโโ
|
| 120 |
gr.Markdown(
|
| 121 |
+
"<sub>"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 122 |
|
| 123 |
+
"**Business (Juglar 9 yr)** โ Credit-driven capital investment booms & busts.โ"
|
| 124 |
+
"**K-Wave (50 yr)** โ Long-wave industrial & technological shifts.โ"
|
| 125 |
+
"**Finance (80 yr)** โ Extended credit cycles culminating in crises.โ"
|
| 126 |
+
"**Hegemony (250 yr)** โ Rise & decline of world powers."
|
| 127 |
+
"</sub>"
|
| 128 |
+
)
|
| 129 |
|
| 130 |
chart_summary_state = gr.State(value="No chart yet.")
|
| 131 |
|
| 132 |
with gr.Tabs():
|
| 133 |
+
# โธ Tab 1 โ Timeline Chart
|
| 134 |
with gr.TabItem("Timeline Chart"):
|
| 135 |
fig0, summ0 = build_wave_chart_and_summary(1500, 2500)
|
| 136 |
plot_out = gr.Plot(value=fig0, elem_id="wave_plot")
|
|
|
|
| 138 |
with gr.Row():
|
| 139 |
start_year = gr.Number(label="Start Year", value=1500)
|
| 140 |
end_year = gr.Number(label="End Year", value=2500)
|
| 141 |
+
zoom_in_btn = gr.Button("๐ Zoom In")
|
| 142 |
+
zoom_out_btn = gr.Button("๐ Zoom Out")
|
| 143 |
|
| 144 |
def refresh_chart(s, e):
|
| 145 |
fig, summ = build_wave_chart_and_summary(int(s), int(e))
|
|
|
|
| 150 |
end_year.change(refresh_chart, [start_year, end_year],
|
| 151 |
[plot_out, chart_summary_state])
|
| 152 |
|
| 153 |
+
def zoom(s, e, factor):
|
| 154 |
+
mid = (s + e) / 2
|
| 155 |
+
span = (e - s) * factor / 2
|
| 156 |
+
new_s, new_e = int(mid - span), int(mid + span)
|
| 157 |
+
fig, summ = build_wave_chart_and_summary(new_s, new_e)
|
| 158 |
+
return new_s, new_e, fig, summ
|
| 159 |
+
|
| 160 |
+
zoom_in_btn.click(
|
| 161 |
+
lambda s, e: zoom(s, e, 0.5),
|
| 162 |
+
inputs=[start_year, end_year],
|
| 163 |
+
outputs=[start_year, end_year, plot_out, chart_summary_state],
|
| 164 |
+
)
|
| 165 |
+
zoom_out_btn.click(
|
| 166 |
+
lambda s, e: zoom(s, e, 2.0),
|
| 167 |
+
inputs=[start_year, end_year],
|
| 168 |
+
outputs=[start_year, end_year, plot_out, chart_summary_state],
|
| 169 |
+
)
|
|
|
|
|
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|
| 170 |
|
| 171 |
# โธ Tab 2 โ GPT Chat
|
| 172 |
with gr.TabItem("GPT Chat"):
|