Usgs_api_gemini / app.py
cwadayi's picture
Create app.py
f4202e1 verified
import requests
import gradio as gr
from datetime import datetime, timedelta
# USGS API 的基礎 URL
USGS_API_BASE_URL = "https://earthquake.usgs.gov/fdsnws/event/1/query"
def format_earthquake_info_markdown(data):
"""
將從 API 獲取的地震資料格式化為 Markdown 字串。
"""
if not data or 'features' not in data or not data['features']:
return "在指定的條件下,找不到任何地震資料。"
count = data['metadata']['count']
title = data['metadata']['title']
# 建立 Markdown 表格的標頭
md_output = f"## {title}\n\n"
md_output += f"**查詢成功,共找到 {count} 筆地震資料。**\n\n"
md_output += "| 時間 (UTC) | 地點 | 芮氏規模 | 深度 (公里) | 經緯度 |\n"
md_output += "|---|---|---|---|---|\n"
# 填入每一筆地震資料
for feature in data['features']:
properties = feature['properties']
geometry = feature['geometry']
event_time_utc = datetime.fromtimestamp(properties['time'] / 1000)
time_str = event_time_utc.strftime('%Y-%m-%d %H:%M:%S')
magnitude = properties['mag']
place = properties['place'].replace('|', '\|') # 避免 Markdown 表格語法衝突
longitude, latitude, depth = geometry['coordinates']
md_output += f"| {time_str} | {place} | {magnitude:.2f} | {depth:.2f} | ({latitude:.4f}, {longitude:.4f}) |\n"
return md_output
def query_earthquakes(
starttime_str: str,
endtime_str: str,
min_magnitude: float,
use_geo: bool,
min_lat: float, max_lat: float,
min_lon: float, max_lon: float
):
"""
接收來自 Gradio UI 的輸入,查詢並回傳格式化的地震資料。
"""
params = {
"format": "geojson",
"starttime": starttime_str,
"endtime": endtime_str,
"minmagnitude": min_magnitude,
"limit": 500, # 限制回傳數量,避免 UI 過於壅塞
"orderby": "time"
}
# 如果使用者勾選了 "指定地理範圍"
if use_geo:
# 簡單的驗證
if not all([min_lat, max_lat, min_lon, max_lon]):
return "錯誤:若要指定地理範圍,則經緯度四個欄位皆須填寫。"
if min_lat >= max_lat or min_lon >= max_lon:
return "錯誤:最小經緯度必須小於最大經緯度。"
params.update({
"minlatitude": min_lat,
"maxlatitude": max_lat,
"minlongitude": min_lon,
"maxlongitude": max_lon
})
try:
response = requests.get(USGS_API_BASE_URL, params=params, timeout=20)
response.raise_for_status()
data = response.json()
return format_earthquake_info_markdown(data)
except requests.exceptions.RequestException as e:
return f"錯誤:網路請求失敗: {e}"
except Exception as e:
return f"發生未知錯誤: {e}"
# --- Gradio 介面設計 ---
with gr.Blocks(theme=gr.themes.Soft()) as demo:
gr.Markdown("# 🌎 USGS 地震資料查詢工具")
gr.Markdown("透過此工具,您可以查詢美國地質調查局 (USGS) 的全球地震紀錄。")
with gr.Row():
with gr.Column(scale=1):
gr.Markdown("### 1. 設定查詢條件")
# 預設查詢時間為過去 7 天
today = datetime.now()
seven_days_ago = today - timedelta(days=7)
starttime_input = gr.Textbox(label="查詢開始日期", value=seven_days_ago.strftime('%Y-%m-%d'))
endtime_input = gr.Textbox(label="查詢結束日期", value=today.strftime('%Y-%m-%d'))
magnitude_slider = gr.Slider(
minimum=0, maximum=10, step=0.1,
label="最小芮氏規模",
value=4.5
)
gr.Markdown("### 2. (可選) 指定地理範圍")
use_geo_checkbox = gr.Checkbox(label="啟用地理範圍篩選", value=False)
with gr.Row():
min_lat_input = gr.Number(label="最小緯度 (南)", value=21.5)
max_lat_input = gr.Number(label="最大緯度 (北)", value=25.5)
with gr.Row():
min_lon_input = gr.Number(label="最小經度 (西)", value=120.0)
max_lon_input = gr.Number(label="最大經度 (東)", value=122.5)
submit_btn = gr.Button("開始查詢", variant="primary")
with gr.Column(scale=3):
gr.Markdown("### 查詢結果")
output_markdown = gr.Markdown("點擊「開始查詢」後,結果將會顯示於此。")
# 綁定按鈕點擊事件
submit_btn.click(
fn=query_earthquakes,
inputs=[
starttime_input,
endtime_input,
magnitude_slider,
use_geo_checkbox,
min_lat_input, max_lat_input,
min_lon_input, max_lon_input
],
outputs=output_markdown
)
gr.Examples(
examples=[
[seven_days_ago.strftime('%Y-%m-%d'), today.strftime('%Y-%m-%d'), 6.0, False, 0, 0, 0, 0],
["2024-04-02", "2024-04-04", 5.5, True, 23.0, 25.0, 121.0, 122.5],
["2024-01-01", "2024-01-02", 7.0, True, 35.0, 38.0, 136.0, 140.0],
],
inputs=[
starttime_input,
endtime_input,
magnitude_slider,
use_geo_checkbox,
min_lat_input, max_lat_input,
min_lon_input, max_lon_input
],
outputs=output_markdown,
fn=query_earthquakes,
cache_examples=True # 讓範例結果快取,加速載入
)
if __name__ == "__main__":
demo.launch()