Update app.py
Browse files
app.py
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
-
import gradio as gr
|
| 2 |
-
import pandas as pd
|
| 3 |
import numpy as np
|
| 4 |
-
import plotly.graph_objects as go
|
| 5 |
|
| 6 |
def calculate_schedule(
|
| 7 |
principal: float,
|
|
@@ -9,37 +9,50 @@ def calculate_schedule(
|
|
| 9 |
annual_rate: float,
|
| 10 |
compounding: str,
|
| 11 |
deposit_freq: str,
|
|
|
|
|
|
|
| 12 |
display_freq: str,
|
| 13 |
years: int,
|
| 14 |
stop_deposit_year: int
|
| 15 |
):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
freq_map = {"Annual": 1, "Monthly": 12, "Daily": 365}
|
| 17 |
m_comp = freq_map[compounding]
|
| 18 |
m_dep = freq_map[deposit_freq]
|
|
|
|
| 19 |
|
| 20 |
total_days = years * 365
|
| 21 |
comp_interval = 365 // m_comp
|
| 22 |
dep_interval = 365 // m_dep
|
| 23 |
stop_day = stop_deposit_year * 365
|
| 24 |
|
| 25 |
-
balance
|
| 26 |
-
|
| 27 |
-
|
|
|
|
| 28 |
|
| 29 |
for day in range(1, total_days + 1):
|
| 30 |
-
# 复利增长
|
| 31 |
if compounding == "Daily":
|
| 32 |
balance *= 1 + (annual_rate / 100) / 365
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
# 定投执行
|
| 38 |
if day <= stop_day and day % dep_interval == 0:
|
| 39 |
-
balance += deposit
|
| 40 |
deposit_count += 1
|
|
|
|
|
|
|
|
|
|
| 41 |
|
| 42 |
-
#
|
| 43 |
record = False
|
| 44 |
if display_freq == "Daily":
|
| 45 |
record = True
|
|
@@ -50,81 +63,82 @@ def calculate_schedule(
|
|
| 50 |
elif display_freq == "Yearly" and day % 365 == 0:
|
| 51 |
record = True
|
| 52 |
period = day // 365
|
| 53 |
-
|
| 54 |
if record:
|
| 55 |
-
total_inv = principal + deposit_count * deposit
|
| 56 |
fv = balance
|
| 57 |
schedule.append({
|
| 58 |
display_freq: period,
|
| 59 |
"Future Value (RMB)": fv,
|
| 60 |
-
"Total Invested (RMB)":
|
| 61 |
-
"Interest Earned (RMB)": fv -
|
| 62 |
})
|
| 63 |
|
| 64 |
-
# 构造 DataFrame 并
|
| 65 |
df = pd.DataFrame(schedule).round(2)
|
| 66 |
-
df["Interest Increment (RMB)"] = df["Interest Earned (RMB)"]
|
|
|
|
| 67 |
|
| 68 |
-
#
|
| 69 |
-
fig_line = go.Figure(
|
| 70 |
-
fig_line.add_trace(go.Scatter(
|
| 71 |
x=df[display_freq],
|
| 72 |
y=df["Future Value (RMB)"],
|
| 73 |
mode='lines+markers',
|
| 74 |
-
name='Future Value'
|
| 75 |
-
line=dict(color='blue')
|
| 76 |
))
|
| 77 |
fig_line.update_layout(
|
| 78 |
title=f"Compound Growth over Time ({display_freq})",
|
| 79 |
xaxis_title=display_freq,
|
| 80 |
yaxis_title="Future Value (RMB)",
|
| 81 |
-
template="plotly_white"
|
| 82 |
)
|
| 83 |
|
| 84 |
-
#
|
| 85 |
-
|
| 86 |
-
fig_bar.add_trace(go.Bar(
|
| 87 |
x=df[display_freq],
|
| 88 |
y=df["Interest Increment (RMB)"],
|
| 89 |
-
|
| 90 |
-
|
| 91 |
))
|
| 92 |
-
|
| 93 |
title=f"Interest Increment per {display_freq}",
|
| 94 |
xaxis_title=display_freq,
|
| 95 |
yaxis_title="Interest Increment (RMB)",
|
| 96 |
template="plotly_white"
|
| 97 |
)
|
| 98 |
|
| 99 |
-
return df, fig_line,
|
| 100 |
|
| 101 |
with gr.Blocks() as demo:
|
| 102 |
gr.Markdown("## 复利计算器\n填写参数后点击“计算”查看结果")
|
| 103 |
-
|
| 104 |
with gr.Row():
|
| 105 |
-
principal
|
| 106 |
-
deposit
|
| 107 |
-
annual_rate
|
| 108 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
with gr.Row():
|
| 110 |
-
|
| 111 |
-
deposit_freq = gr.Radio(choices=["Annual", "Monthly", "Daily"], label="定投频率", value="Monthly")
|
| 112 |
-
display_freq = gr.Radio(choices=["Yearly", "Monthly", "Daily"], label="结果展示频率", value="Yearly")
|
| 113 |
years = gr.Slider(1, 50, value=41, label="计算年限 (年)")
|
| 114 |
stop_deposit_year = gr.Slider(0, 50, value=41, label="何年后停止定投 (年)")
|
| 115 |
-
|
| 116 |
-
compute_btn = gr.Button("计算", variant="primary")
|
| 117 |
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
|
|
|
| 121 |
|
| 122 |
compute_btn.click(
|
| 123 |
fn=calculate_schedule,
|
| 124 |
inputs=[
|
| 125 |
principal, deposit, annual_rate,
|
| 126 |
-
compounding, deposit_freq,
|
| 127 |
-
|
|
|
|
| 128 |
],
|
| 129 |
outputs=[result_table, result_plot, interest_plot]
|
| 130 |
)
|
|
|
|
| 1 |
+
import gradio as gr # UI 框架 :contentReference[oaicite:10]{index=10}
|
| 2 |
+
import pandas as pd # 表格处理 :contentReference[oaicite:11]{index=11}
|
| 3 |
import numpy as np
|
| 4 |
+
import plotly.graph_objects as go # 用于瀑布图和折线图 :contentReference[oaicite:12]{index=12}
|
| 5 |
|
| 6 |
def calculate_schedule(
|
| 7 |
principal: float,
|
|
|
|
| 9 |
annual_rate: float,
|
| 10 |
compounding: str,
|
| 11 |
deposit_freq: str,
|
| 12 |
+
inflation_rate: float,
|
| 13 |
+
inflation_freq: str,
|
| 14 |
display_freq: str,
|
| 15 |
years: int,
|
| 16 |
stop_deposit_year: int
|
| 17 |
):
|
| 18 |
+
"""
|
| 19 |
+
- compounding: 复利频率 (Annual/Monthly/Daily)
|
| 20 |
+
- deposit_freq: 定投频率 (Annual/Monthly/Daily)
|
| 21 |
+
- inflation_rate & inflation_freq: 定投膨胀率与频率
|
| 22 |
+
- stop_deposit_year: 第几年后停止定投
|
| 23 |
+
- display_freq: 结果展示频率 (Yearly/Monthly/Daily)
|
| 24 |
+
"""
|
| 25 |
+
# 频率映射
|
| 26 |
freq_map = {"Annual": 1, "Monthly": 12, "Daily": 365}
|
| 27 |
m_comp = freq_map[compounding]
|
| 28 |
m_dep = freq_map[deposit_freq]
|
| 29 |
+
m_inf = freq_map[inflation_freq]
|
| 30 |
|
| 31 |
total_days = years * 365
|
| 32 |
comp_interval = 365 // m_comp
|
| 33 |
dep_interval = 365 // m_dep
|
| 34 |
stop_day = stop_deposit_year * 365
|
| 35 |
|
| 36 |
+
balance = principal
|
| 37 |
+
total_invested = principal
|
| 38 |
+
deposit_count = 0
|
| 39 |
+
schedule = []
|
| 40 |
|
| 41 |
for day in range(1, total_days + 1):
|
| 42 |
+
# 复利增长:每日或周期性触发 :contentReference[oaicite:13]{index=13}
|
| 43 |
if compounding == "Daily":
|
| 44 |
balance *= 1 + (annual_rate / 100) / 365
|
| 45 |
+
elif day % comp_interval == 0:
|
| 46 |
+
balance *= 1 + (annual_rate / 100) / m_comp
|
| 47 |
+
|
| 48 |
+
# 定投执行:仅在 stop_day 之前且周期点加入膨胀后金额 :contentReference[oaicite:14]{index=14}
|
|
|
|
| 49 |
if day <= stop_day and day % dep_interval == 0:
|
|
|
|
| 50 |
deposit_count += 1
|
| 51 |
+
amount = deposit * (1 + (inflation_rate/100)/m_inf) ** (deposit_count - 1)
|
| 52 |
+
balance += amount
|
| 53 |
+
total_invested += amount
|
| 54 |
|
| 55 |
+
# 根据展示粒度记录
|
| 56 |
record = False
|
| 57 |
if display_freq == "Daily":
|
| 58 |
record = True
|
|
|
|
| 63 |
elif display_freq == "Yearly" and day % 365 == 0:
|
| 64 |
record = True
|
| 65 |
period = day // 365
|
| 66 |
+
|
| 67 |
if record:
|
|
|
|
| 68 |
fv = balance
|
| 69 |
schedule.append({
|
| 70 |
display_freq: period,
|
| 71 |
"Future Value (RMB)": fv,
|
| 72 |
+
"Total Invested (RMB)": total_invested,
|
| 73 |
+
"Interest Earned (RMB)": fv - total_invested,
|
| 74 |
})
|
| 75 |
|
| 76 |
+
# 构造 DataFrame 并保留两位小数 :contentReference[oaicite:15]{index=15}
|
| 77 |
df = pd.DataFrame(schedule).round(2)
|
| 78 |
+
df["Interest Increment (RMB)"] = df["Interest Earned (RMB)"] \
|
| 79 |
+
.diff().fillna(0).round(2)
|
| 80 |
|
| 81 |
+
# 折线图:Future Value :contentReference[oaicite:16]{index=16}
|
| 82 |
+
fig_line = go.Figure(go.Scatter(
|
|
|
|
| 83 |
x=df[display_freq],
|
| 84 |
y=df["Future Value (RMB)"],
|
| 85 |
mode='lines+markers',
|
| 86 |
+
name='Future Value'
|
|
|
|
| 87 |
))
|
| 88 |
fig_line.update_layout(
|
| 89 |
title=f"Compound Growth over Time ({display_freq})",
|
| 90 |
xaxis_title=display_freq,
|
| 91 |
yaxis_title="Future Value (RMB)",
|
| 92 |
+
template="plotly_white" # 专业配色 :contentReference[oaicite:17]{index=17}
|
| 93 |
)
|
| 94 |
|
| 95 |
+
# 瀑布图:Interest Increment :contentReference[oaicite:18]{index=18}
|
| 96 |
+
fig_waterfall = go.Figure(go.Waterfall(
|
|
|
|
| 97 |
x=df[display_freq],
|
| 98 |
y=df["Interest Increment (RMB)"],
|
| 99 |
+
measure=["relative"] * len(df),
|
| 100 |
+
name="Interest Increment"
|
| 101 |
))
|
| 102 |
+
fig_waterfall.update_layout(
|
| 103 |
title=f"Interest Increment per {display_freq}",
|
| 104 |
xaxis_title=display_freq,
|
| 105 |
yaxis_title="Interest Increment (RMB)",
|
| 106 |
template="plotly_white"
|
| 107 |
)
|
| 108 |
|
| 109 |
+
return df, fig_line, fig_waterfall
|
| 110 |
|
| 111 |
with gr.Blocks() as demo:
|
| 112 |
gr.Markdown("## 复利计算器\n填写参数后点击“计算”查看结果")
|
| 113 |
+
|
| 114 |
with gr.Row():
|
| 115 |
+
principal = gr.Number(label="初始本金 (RMB)", value=20000)
|
| 116 |
+
deposit = gr.Number(label="每次定投 (RMB)", value=5000)
|
| 117 |
+
annual_rate = gr.Number(label="年化收益率 (%)", value=10.22)
|
| 118 |
+
|
| 119 |
+
with gr.Row():
|
| 120 |
+
compounding = gr.Radio(choices=["Annual","Monthly","Daily"], label="复利频率", value="Monthly")
|
| 121 |
+
deposit_freq = gr.Radio(choices=["Annual","Monthly","Daily"], label="定投频率", value="Monthly")
|
| 122 |
+
inflation_rate = gr.Number(label="定投膨胀率 (%)", value=0.0)
|
| 123 |
+
inflation_freq = gr.Radio(choices=["Annual","Monthly","Daily"], label="膨胀频率", value="Annual")
|
| 124 |
+
|
| 125 |
with gr.Row():
|
| 126 |
+
display_freq = gr.Radio(choices=["Yearly","Monthly","Daily"], label="结果展示频率", value="Yearly")
|
|
|
|
|
|
|
| 127 |
years = gr.Slider(1, 50, value=41, label="计算年限 (年)")
|
| 128 |
stop_deposit_year = gr.Slider(0, 50, value=41, label="何年后停止定投 (年)")
|
|
|
|
|
|
|
| 129 |
|
| 130 |
+
compute_btn = gr.Button("计算", variant="primary") # 按钮触发 :contentReference[oaicite:19]{index=19}
|
| 131 |
+
result_table = gr.Dataframe(interactive=False)
|
| 132 |
+
result_plot = gr.Plot()
|
| 133 |
+
interest_plot = gr.Plot()
|
| 134 |
|
| 135 |
compute_btn.click(
|
| 136 |
fn=calculate_schedule,
|
| 137 |
inputs=[
|
| 138 |
principal, deposit, annual_rate,
|
| 139 |
+
compounding, deposit_freq,
|
| 140 |
+
inflation_rate, inflation_freq,
|
| 141 |
+
display_freq, years, stop_deposit_year
|
| 142 |
],
|
| 143 |
outputs=[result_table, result_plot, interest_plot]
|
| 144 |
)
|