246 lines
9.4 KiB
Python
246 lines
9.4 KiB
Python
from typing import Annotated
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# 從特定供應商的模組匯入
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from .local import get_YFin_data, get_finnhub_news, get_finnhub_company_insider_sentiment, get_finnhub_company_insider_transactions, get_simfin_balance_sheet, get_simfin_cashflow, get_simfin_income_statements, get_reddit_global_news, get_reddit_company_news
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from .y_finance import get_YFin_data_online, get_stock_stats_indicators_window, get_balance_sheet as get_yfinance_balance_sheet, get_cashflow as get_yfinance_cashflow, get_income_statement as get_yfinance_income_statement, get_insider_transactions as get_yfinance_insider_transactions
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from .google import get_google_news
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from .openai import get_stock_news_openai, get_global_news_openai, get_fundamentals_openai
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from .alpha_vantage import (
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get_stock as get_alpha_vantage_stock,
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get_indicator as get_alpha_vantage_indicator,
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get_fundamentals as get_alpha_vantage_fundamentals,
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get_balance_sheet as get_alpha_vantage_balance_sheet,
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get_cashflow as get_alpha_vantage_cashflow,
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get_income_statement as get_alpha_vantage_income_statement,
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get_insider_transactions as get_alpha_vantage_insider_transactions,
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get_news as get_alpha_vantage_news
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)
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from .alpha_vantage_common import AlphaVantageRateLimitError
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# 設定和路由邏輯
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from .config import get_config
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# 按類別組織的工具
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TOOLS_CATEGORIES = {
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"core_stock_apis": {
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"description": "OHLCV 股價數據",
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"tools": [
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"get_stock_data"
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]
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},
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"technical_indicators": {
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"description": "技術分析指標",
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"tools": [
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"get_indicators"
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]
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},
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"fundamental_data": {
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"description": "公司基本面",
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"tools": [
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"get_fundamentals",
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"get_balance_sheet",
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"get_cashflow",
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"get_income_statement"
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]
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},
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"news_data": {
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"description": "新聞 (公開/內部人士，原始/處理後)",
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"tools": [
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"get_news",
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"get_global_news",
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"get_insider_sentiment",
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"get_insider_transactions",
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]
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}
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}
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VENDOR_LIST = [
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"local",
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"yfinance",
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"openai",
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"google"
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]
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# 方法與其特定供應商實現的映射
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VENDOR_METHODS = {
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# 核心股票 API
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"get_stock_data": {
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"alpha_vantage": get_alpha_vantage_stock,
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"yfinance": get_YFin_data_online,
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"local": get_YFin_data,
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},
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# 技術指標
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"get_indicators": {
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"alpha_vantage": get_alpha_vantage_indicator,
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"yfinance": get_stock_stats_indicators_window,
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"local": get_stock_stats_indicators_window
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},
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# 基本面數據
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"get_fundamentals": {
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"alpha_vantage": get_alpha_vantage_fundamentals,
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"openai": get_fundamentals_openai,
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},
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"get_balance_sheet": {
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"alpha_vantage": get_alpha_vantage_balance_sheet,
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"yfinance": get_yfinance_balance_sheet,
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"local": get_simfin_balance_sheet,
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},
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"get_cashflow": {
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"alpha_vantage": get_alpha_vantage_cashflow,
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"yfinance": get_yfinance_cashflow,
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"local": get_simfin_cashflow,
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},
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"get_income_statement": {
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"alpha_vantage": get_alpha_vantage_income_statement,
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"yfinance": get_yfinance_income_statement,
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"local": get_simfin_income_statements,
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},
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# 新聞數據
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"get_news": {
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"alpha_vantage": get_alpha_vantage_news,
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"openai": get_stock_news_openai,
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"google": get_google_news,
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"local": [get_finnhub_news, get_reddit_company_news, get_google_news],
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},
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"get_global_news": {
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"openai": get_global_news_openai,
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"local": get_reddit_global_news
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},
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"get_insider_sentiment": {
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"local": get_finnhub_company_insider_sentiment
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},
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"get_insider_transactions": {
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"alpha_vantage": get_alpha_vantage_insider_transactions,
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"yfinance": get_yfinance_insider_transactions,
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"local": get_finnhub_company_insider_transactions,
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},
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}
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def get_category_for_method(method: str) -> str:
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"""獲取包含指定方法的類別。"""
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for category, info in TOOLS_CATEGORIES.items():
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if method in info["tools"]:
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return category
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raise ValueError(f"在任何類別中都找不到方法 '{method}'")
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def get_vendor(category: str, method: str = None) -> str:
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"""
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獲取數據類別或特定工具方法的已設定供應商。
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工具級別的設定優先於類別級別。
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"""
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config = get_config()
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# 首先檢查工具級別的設定 (如果提供了方法)
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if method:
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tool_vendors = config.get("tool_vendors", {})
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if method in tool_vendors:
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return tool_vendors[method]
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# 回退到類別級別的設定
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return config.get("data_vendors", {}).get(category, "default")
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def route_to_vendor(method: str, *args, **kwargs):
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"""將方法調用路由到具有備援支援的適當供應商實現。"""
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category = get_category_for_method(method)
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vendor_config = get_vendor(category, method)
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# 處理以逗號分隔的供應商
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primary_vendors = [v.strip() for v in vendor_config.split(',')]
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if method not in VENDOR_METHODS:
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raise ValueError(f"不支援方法 '{method}'")
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# 獲取此方法所有可用供應商以進行備援
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all_available_vendors = list(VENDOR_METHODS[method].keys())
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# 建立備援供應商列表：主要供應商優先，然後是其餘供應商作為備援
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fallback_vendors = primary_vendors.copy()
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for vendor in all_available_vendors:
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if vendor not in fallback_vendors:
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fallback_vendors.append(vendor)
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# 調試：打印備援順序
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primary_str = " → ".join(primary_vendors)
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fallback_str = " → ".join(fallback_vendors)
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print(f"調試：{method} - 主要：[{primary_str}] | 完整備援順序：[{fallback_str}]")
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# 追蹤結果和執行狀態
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results = []
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vendor_attempt_count = 0
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any_primary_vendor_attempted = False
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successful_vendor = None
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for vendor in fallback_vendors:
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if vendor not in VENDOR_METHODS[method]:
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if vendor in primary_vendors:
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print(f"資訊：方法 '{method}' 不支援供應商 '{vendor}'，將備援至下一個供應商")
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continue
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vendor_impl = VENDOR_METHODS[method][vendor]
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is_primary_vendor = vendor in primary_vendors
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vendor_attempt_count += 1
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# 追蹤是否嘗試了任何主要供應商
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if is_primary_vendor:
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any_primary_vendor_attempted = True
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# 調試：打印當前嘗試
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vendor_type = "主要" if is_primary_vendor else "備援"
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print(f"調試：正在為 {method} 嘗試 {vendor_type} 供應商 '{vendor}' (第 {vendor_attempt_count} 次嘗試)")
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# 處理供應商的方法列表
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if isinstance(vendor_impl, list):
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vendor_methods = [(impl, vendor) for impl in vendor_impl]
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print(f"調試：供應商 '{vendor}' 有多個實現：{len(vendor_methods)} 個函式")
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else:
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vendor_methods = [(vendor_impl, vendor)]
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# 運行此供應商的方法
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vendor_results = []
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for impl_func, vendor_name in vendor_methods:
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try:
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print(f"調試：正在從供應商 '{vendor_name}' 調用 {impl_func.__name__}...")
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result = impl_func(*args, **kwargs)
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vendor_results.append(result)
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print(f"成功：來自供應商 '{vendor_name}' 的 {impl_func.__name__} 成功完成")
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except AlphaVantageRateLimitError as e:
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if vendor == "alpha_vantage":
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print(f"速率限制：超過 Alpha Vantage 速率限制，將備援至下一個可用供應商")
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print(f"調試：速率限制詳細資訊：{e}")
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# 繼續到下一個供應商進行備援
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continue
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except Exception as e:
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# 記錄錯誤但繼續其他實現
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print(f"失敗：來自供應商 '{vendor_name}' 的 {impl_func.__name__} 失敗：{e}")
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continue
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# 新增此供應商的結果
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if vendor_results:
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results.extend(vendor_results)
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successful_vendor = vendor
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result_summary = f"獲得 {len(vendor_results)} 個結果"
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print(f"成功：供應商 '{vendor}' 成功 - {result_summary}")
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# 停止邏輯：對於單一供應商設定，在第一個成功的供應商後停止
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# 多供應商設定 (以逗號分隔) 可能希望從多個來源收集
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if len(primary_vendors) == 1:
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print(f"調試：在成功的供應商 '{vendor}' 後停止 (單一供應商設定)")
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break
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else:
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print(f"失敗：供應商 '{vendor}' 未產生任何結果")
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# 最終結果摘要
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if not results:
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print(f"失敗：方法 '{method}' 的所有 {vendor_attempt_count} 次供應商嘗試均失敗")
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raise RuntimeError(f"方法 '{method}' 的所有供應商實現均失敗")
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else:
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print(f"最終：方法 '{method}' 在 {vendor_attempt_count} 次供應商嘗試後，以 {len(results)} 個結果完成")
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# 如果只有一個結果，則返回單個結果，否則連接為字串
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if len(results) == 1:
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return results[0]
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else:
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# 將所有結果轉換為字串並連接
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return '\n'.join(str(result) for result in results)
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