完善了一些数据获取的bug

backend/app/clients/bloomberg_client.py

@@ -9,7 +9,7 @@ import websocket
 import psycopg2
 import pandas as pd
 from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
-from datetime import datetime
+from datetime import datetime, timedelta
 from dotenv import load_dotenv
 from pathlib import Path
 import logging
@@ -81,7 +81,7 @@ PRICE_CONFIG = {
 }
 
 STOCKCARD_CONFIG = {
-    "period": 15,
+    "period": 10,
     "unit": 100000000
 }
 
@@ -300,6 +300,14 @@ class BloombergClient:
             except Exception:
                 conn.rollback() # Should not happen with IF NOT EXISTS but good practice
             
+            # Migrate update_date to TIMESTAMP
+            try:
+                cur.execute("ALTER TABLE stockcard ALTER COLUMN update_date TYPE TIMESTAMP USING update_date::timestamp;")
+            except Exception as e:
+                # Likely already converted or failed, log but don't crash
+                logger.info(f"Schema migration note (update_date): {e}")
+                conn.rollback()
+            
             conn.commit()
 
     def save_data(self, data_list):
@@ -307,6 +315,8 @@ class BloombergClient:
         if not data_list:
             return
 
+
+            
         conn = self._get_db_connection()
         if not conn: return
 
@@ -354,7 +364,7 @@ class BloombergClient:
                         id,
                         ROW_NUMBER() OVER(
                             PARTITION BY company_code, currency, indicator, value_date
-                            ORDER BY update_date DESC
+                            ORDER BY update_date DESC, id DESC
                         ) as rn
                     FROM
                         stockcard
@@ -407,12 +417,28 @@ class BloombergClient:
         # If symbol already has Equity, use it. Else append.
         if "Equity" in symbol:
             company_code = symbol
+            bucket_code = symbol # Usage for bucket? 
+            # If symbol comes in as '631 HK Equity', we might want to standardize?
+            # Assuming symbol is correct input.
         else:
             # Special case for China market: use 'CH Equity' instead of 'CN Equity'
             mapped_market = "CH" if market == "CN" else market
+            
+            # Canonical Code (Store in DB): Keep explicit zeros if provided in symbol
             company_code = f"{symbol} {mapped_market} Equity"
             
-        today_str = datetime.now().strftime('%Y-%m-%d')
+        # Query Ticker (Send to Bloomberg): Handle HK special case
+        query_ticker = company_code
+        if market == "HK" or (len(company_code.split()) > 1 and company_code.split()[1] == "HK"):
+             # Extract number part
+             parts = company_code.split()
+             ticker_part = parts[0]
+             if ticker_part.isdigit():
+                 short_ticker = str(int(ticker_part))
+                 # Reconstruct: 631 HK Equity
+                 query_ticker = f"{short_ticker} {' '.join(parts[1:])}"
+
+        today_str = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
         
         logger.info(f"🚀 Starting fetch for: {company_code}")
         if progress_callback: progress_callback("Starting Bloomberg session...", 0)
@@ -438,12 +464,8 @@ if 'bquery' not in globals():
         try:
             self.execute_remote_code(init_code)
 
-            # 1. Fetch Basic Info
-            logger.info("Fetching Basic Data...")
-            if progress_callback: progress_callback("Fetching Company Basic Info...", 10)
-            basic_data = self._fetch_basic_remote(company_code, "USD") 
-            self.save_data(basic_data)
 
+             # 1. Fetch Basic Info
             # Determine currency
             if force_currency and force_currency != "Auto":
                 currency = force_currency
@@ -456,46 +478,71 @@ if 'bquery' not in globals():
                 elif "HK" in market.upper(): currency = "HKD"
                 logger.info(f"Using auto-detected currency: {currency}")
 
-            # 2. Fetch Currency Data
+            # 2. Fetch Basic Info
+            logger.info("Fetching Basic Data...")
+            if progress_callback: progress_callback("Fetching Company Basic Info...", 10)
+            try:
+                basic_data = self._fetch_basic_remote(company_code, currency, query_ticker=query_ticker) 
+                logger.info(f"DEBUG: basic_data before save: {basic_data}")
+                self.save_data(basic_data)
+            except Exception as e:
+                logger.error(f"Error fetching basic data: {e}")
+
+            # 3. Fetch Currency Data
             logger.info("Fetching Currency Data...")
             if progress_callback: progress_callback(f"正在获取货币指标 ({currency})...", 30)
-            curr_data = self._fetch_series_remote(company_code, currency, CURRENCY_CONFIG, "currency")
+            curr_data = []
-            self.save_data(curr_data)
+            try:
+                curr_data = self._fetch_series_remote(company_code, currency, CURRENCY_CONFIG, "currency", query_ticker=query_ticker)
+                self.save_data(curr_data)
+            except Exception as e:
+                logger.error(f"Error fetching currency series: {e}")
 
-            # 3. Fetch Non-Currency Data
+            # 4. Fetch Non-Currency Data
             logger.info("Fetching Non-Currency Data...")
             if progress_callback: progress_callback("正在获取非货币指标...", 50)
-            non_curr_data = self._fetch_series_remote(company_code, currency, NON_CURRENCY_CONFIG, "non_currency")
+            try:
-            self.save_data(non_curr_data)
+                non_curr_data = self._fetch_series_remote(company_code, currency, NON_CURRENCY_CONFIG, "non_currency", query_ticker=query_ticker)
+                self.save_data(non_curr_data)
+            except Exception as e:
+                logger.error(f"Error fetching non-currency series: {e}")
 
-            # 4. Fetch Price Data (Aligned with Revenue Dates)
+            # 5. Fetch Price Data (Aligned with Revenue Dates)
             logger.info("Fetching Price Data (Aligned)...")
             if progress_callback: progress_callback("正在获取价格指标...", 70)
             
             # Extract Revenue dates
             revenue_dates = []
-            rev_key = CURRENCY_CONFIG.get("Revenue", "SALES_REV_TURN")
+            if curr_data:
-            # The saved data uses indicator name from config keys (e.g. "Revenue")
+                for item in curr_data:
-            # So looking for "Revenue" in saved entries
+                    # Check for "Revenue"
+                    if item['indicator'].lower() == "revenue": # Robust case-insensitive check
+                        if item['value_date']:
+                            revenue_dates.append(item['value_date'])
             
-            for item in curr_data:
+            # Remove duplicates, sort
-                # Check for "Revenue" (case insensitive match if needed)
-                if item['indicator'].lower() == 'revenue':
-                    if item['value_date']:
-                         # Ensure YYYY-MM-DD
-                        revenue_dates.append(item['value_date'])
-            
-            # Remove specs, duplicates, sort
             revenue_dates = sorted(list(set(revenue_dates)), reverse=True)
             
             if revenue_dates:
                 logger.info(f"Found {len(revenue_dates)} revenue reporting dates. Fetching aligned price data...")
-                price_data = self._fetch_price_by_dates_remote(company_code, currency, revenue_dates)
+                try:
-                self.save_data(price_data)
+                    price_data = self._fetch_price_by_dates_remote(company_code, currency, revenue_dates, query_ticker=query_ticker)
+                    self.save_data(price_data)
+                except Exception as e:
+                     logger.error(f"Error fetching aligned price data: {e}")
             else:
-                logger.warning("No revenue dates found. Falling back to yearly price fetch.")
+                logger.warning("No revenue dates found. Falling back to yearly price fetch (Dec 31).")
-                price_data = self._fetch_series_remote(company_code, currency, PRICE_CONFIG, "price")
+                # Generate last 10 years Dec 31
-                self.save_data(price_data)
+                fallback_dates = []
+                current_year = datetime.now().year
+                for i in range(1, 11): 
+                   fallback_dates.append(f"{current_year - i}-12-31")
+                
+                try:
+                    price_data = self._fetch_price_by_dates_remote(company_code, currency, fallback_dates, query_ticker=query_ticker)
+                    self.save_data(price_data)
+                except Exception as e:
+                    logger.error(f"Error fetching fallback price data: {e}")
 
             # 5. Cleanup
             if progress_callback: progress_callback("Finalizing data...", 90)
@@ -508,74 +555,80 @@ if 'bquery' not in globals():
             if progress_callback: progress_callback(f"Error: {e}", 0)
             raise e
 
-    def _fetch_basic_remote(self, company_code, currency):
+    def _fetch_basic_remote(self, company_code, currency, query_ticker=None):
         """Generates code to fetch basic data"""
+        target_ticker = query_ticker if query_ticker else company_code
+        
         code = f"""
 def get_basic():
     company = "{company_code}"
+    query_ticker = "{target_ticker}"
     curr = "{currency}"
     res_list = []
     
-    # 1. BQL query
+    # 1. BDP Query for most fields (except Market Cap)
-    q = f"for(['{{company}}']) get(name,listing_date,pe_ratio,px_to_book_ratio,cur_mkt_cap(currency={{curr}}),PCT_REVENUE_FROM_FOREIGN_SOURCES)"
+    fields = ["NAME", "PE_RATIO", "PX_TO_BOOK_RATIO", "PCT_REVENUE_FROM_FOREIGN_SOURCES", "DIVIDEND_12_MONTH_YIELD", "EQY_INIT_PO_DT"]
-    try:
-        df = bquery.bql(q)
-        if not df.empty:
-            def get_val(df, field_name):
-                if field_name == 'name':
-                    rows = df[df['field'] == 'name']
-                elif 'cur_mkt_cap' in field_name:
-                    rows = df[df['field'].str.contains('cur_mkt_cap')]
-                elif 'FOREIGN' in field_name:
-                    rows = df[df['field'].str.contains('FOREIGN')]
-                else:
-                    rows = df[df['field'] == field_name]
     
-                if not rows.empty:
+    try:
-                    val = rows['value'].iloc[0]
+        # Use overrides for currency. Expects list of tuples.
-                    # Handle Timestamp object from remote pandas
+        # Try both CURRENCY (for price) and EQY_FUND_CRNCY (for fundamentals)
-                    if hasattr(val, 'strftime'):
+        df = bquery.bdp([query_ticker], fields, overrides=[('CURRENCY', curr), ('EQY_FUND_CRNCY', curr)])
-                        return val.strftime('%Y-%m-%d')
+        
-                    return str(val) if val is not None else None
+        if not df.empty:
+            def safe_get(df, col):
+                if col in df.columns:
+                    val = df[col].iloc[0]
+                    if val is None: return None
+                    if hasattr(val, 'strftime'): return val.strftime('%Y-%m-%d')
+                    return str(val)
                 return None
 
-            res_list.append({{"indicator": "company_name", "value": get_val(df, 'name')}})
+            res_list.append({{"indicator": "company_name", "value": safe_get(df, 'NAME')}})
-            res_list.append({{"indicator": "pe_ratio", "value": get_val(df, 'pe_ratio')}})
+            res_list.append({{"indicator": "pe_ratio", "value": safe_get(df, 'PE_RATIO')}})
-            res_list.append({{"indicator": "pb_ratio", "value": get_val(df, 'pb_ratio')}})
+            res_list.append({{"indicator": "pb_ratio", "value": safe_get(df, 'PX_TO_BOOK_RATIO')}})
-            res_list.append({{"indicator": "market_cap", "value": get_val(df, 'cur_mkt_cap')}})
+            # res_list.append({{"indicator": "market_cap", "value": safe_get(df, 'CUR_MKT_CAP')}}) # Moved to BDH
-            res_list.append({{"indicator": "Rev_Abroad", "value": get_val(df, 'FOREIGN')}})
+            res_list.append({{"indicator": "Rev_Abroad", "value": safe_get(df, 'PCT_REVENUE_FROM_FOREIGN_SOURCES')}})
-    except Exception as e:
+            res_list.append({{"indicator": "dividend_yield", "value": safe_get(df, 'DIVIDEND_12_MONTH_YIELD')}})
-        print(f"Basic BQL Error: {{e}}")
+            res_list.append({{"indicator": "IPO_date", "value": safe_get(df, 'EQY_INIT_PO_DT')}})
-
-    # 2. BDP for IPO and Dividend
-    try:
-        did = bquery.bdp([company], ["DIVIDEND_12_MONTH_YIELD"])
-        if not did.empty and 'DIVIDEND_12_MONTH_YIELD' in did.columns:
-            res_list.append({{"indicator": "dividend_yield", "value": str(did['DIVIDEND_12_MONTH_YIELD'][0])}})
-        
-        ipo = bquery.bdp([company], ["EQY_INIT_PO_DT"])
-        if not ipo.empty and 'EQY_INIT_PO_DT' in ipo.columns:
-            val = ipo['EQY_INIT_PO_DT'][0]
-            val_str = str(val)
-            if hasattr(val, 'strftime'):
-                val_str = val.strftime('%Y-%m-%d')
-            res_list.append({{"indicator": "IPO_date", "value": val_str}})
 
     except Exception as e:
         print(f"Basic BDP Error: {{e}}")
 
+    # 2. BDH Query for Market Cap (To enforce Currency)
+    try:
+        import datetime
+        end_date = datetime.datetime.now().strftime('%Y%m%d')
+        start_date = (datetime.datetime.now() - datetime.timedelta(days=10)).strftime('%Y%m%d')
+        
+        # Fetch CUR_MKT_CAP via BDH to respect currency option
+        df_cap = bquery.bdh([query_ticker], ['CUR_MKT_CAP'], start_date=start_date, end_date=end_date, options={{'currency': curr}})
+        
+        if not df_cap.empty:
+            # BDH usually returns Market Cap in Millions.
+            # User simplified requirement: Keep it in Millions.
+            # Frontend will divide by 100 to get "Yi".
+            val_millions = df_cap.iloc[-1]['CUR_MKT_CAP']
+            res_list.append({{"indicator": "market_cap", "value": str(val_millions)}})
+            
+    except Exception as e:
+         print(f"Basic BDH Market Cap Error: {{e}}")
+
     # Format result
     final_res = []
-    today = datetime.now().strftime('%Y-%m-%d')
+    
+    import datetime
+    today_dt = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+    
     for item in res_list:
-        if item['value']:
+        # Check against None string too if needed
+        if item['value'] and str(item['value']) != 'None':
             final_res.append({{
                 "Company_code": company,
-                "update_date": today,
+                "update_date": today_dt,
                 "currency": curr,
                 "indicator": item['indicator'],
                 "value": item['value'],
-                "value_date": today
+                "value_date": today_dt
             }})
     
     print("JSON_START")
@@ -586,27 +639,35 @@ get_basic()
 """
         return self._execute_and_parse(code)
 
-    def _fetch_series_remote(self, company_code, currency, config_dict, result_type):
+    def _fetch_series_remote(self, company_code, currency, config_dict, result_type, query_ticker=None):
         """Generates code to fetch series data using BDH"""
+        target_ticker = query_ticker if query_ticker else company_code
         
         config_json = json.dumps(config_dict)
         period_years = STOCKCARD_CONFIG['period']
         
-        start_year = datetime.now().year - period_years
+        # Calculate start date
-        start_date = f"{start_year}0101"
+        end_date = datetime.now()
-        end_date = datetime.now().strftime('%Y%m%d')
+        start_date = end_date - timedelta(days=period_years*365)
         
+        # Format dates for BDH (YYYYMMDD)
+        start_date_str = start_date.strftime('%Y%m%d')
+        end_date_str = end_date.strftime('%Y%m%d')
+        
+        # BDH Options
         bdh_options = {
-            'periodicitySelection': 'YEARLY',
+            "periodicityAdjustment": "FISCAL",
-            'currency': currency,
+            "periodicitySelection": "YEARLY",
-            'nonTradingDayFillOption': 'ALL_CALENDAR_DAYS',
+            "currency": currency,
-            'nonTradingDayFillMethod': 'PREVIOUS_VALUE'
+            # "nonTradingDayFillOption": "NON_TRADING_WEEKDAYS",
+            # "nonTradingDayFillMethod": "PREVIOUS_VALUE"
         }
         bdh_opts_json = json.dumps(bdh_options)
         
         code = f"""
 def get_series():
     company = "{company_code}"
+    query_ticker = "{target_ticker}"
     curr = "{currency}"
     config = {config_json}
     
@@ -617,10 +678,10 @@ def get_series():
     
     try:
         df = bquery.bdh(
-            [company], 
+            [query_ticker], 
             fields, 
-            start_date='{start_date}', 
+            start_date='{start_date_str}', 
-            end_date='{end_date}', 
+            end_date='{end_date_str}', 
             options={bdh_opts_json}
         )
         
@@ -659,7 +720,7 @@ def get_series():
                     
                     res_list.append({{
                         "Company_code": company,
-                        "update_date": "{datetime.now().strftime('%Y-%m-%d')}",
+                        "update_date": "{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
                         "currency": curr,
                         "indicator": indicator_name,
                         "value": val_str,
@@ -677,11 +738,12 @@ get_series()
 """
         return self._execute_and_parse(code)
 
-    def _fetch_price_by_dates_remote(self, company_code, currency, dates):
+    def _fetch_price_by_dates_remote(self, company_code, currency, dates, query_ticker=None):
         """Generates code to fetch price/mkt_cap for specific dates"""
         if not dates:
             return []
             
+        target_ticker = query_ticker if query_ticker else company_code
         dates_json = json.dumps(dates)
         config_json = json.dumps(PRICE_CONFIG)
         
@@ -695,6 +757,7 @@ get_series()
         code = f"""
 def get_price_by_dates():
     company = "{company_code}"
+    query_ticker = "{target_ticker}"
     curr = "{currency}"
     dates = {dates_json}
     config = {config_json}
@@ -708,27 +771,30 @@ def get_price_by_dates():
         # d_str is 'YYYY-MM-DD', bdh needs 'YYYYMMDD'
         d_param = d_str.replace('-', '')
         
-        try:
+        for mnemonic, indicator_name in mnemonic_map.items():
-            df = bquery.bdh(
+            field = mnemonic
-                [company], 
+            try:
-                fields, 
+                df = bquery.bdh(
-                start_date=d_param, 
+                    [query_ticker], 
-                end_date=d_param, 
+                    [field], 
-                options={bdh_opts_json}
+                    start_date=d_param, 
-            )
+                    end_date=d_param, 
-            
+                    options={bdh_opts_json}
-            if not df.empty:
+                )
-                for _, row in df.iterrows():
-                    # value_date is d_str
-                    
-                    for mnemonic, indicator_name in mnemonic_map.items():
-                        col_name = mnemonic
-                        # bdh columns might be tuple or just string depending on request
-                        # usually 'PX_LAST'
                 
+                if not df.empty:
+                    for _, row in df.iterrows():
                         val = None
-                        if col_name in df.columns:
+                        if field in df.columns:
-                            val = row[col_name]
+                            val = row[field]
+                        elif field in row:
+                            val = row[field]
+                        else:
+                            # Try case insensitive
+                            for c in df.columns:
+                                if c.upper() == field:
+                                    val = row[c]
+                                    break
                         
                         if pd.isna(val) or val is None:
                             continue
@@ -737,14 +803,16 @@ def get_price_by_dates():
                         
                         res_list.append({{
                             "Company_code": company,
-                            "update_date": "{datetime.now().strftime('%Y-%m-%d')}",
+                            "update_date": "{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
                             "currency": curr,
                             "indicator": indicator_name,
                             "value": val_str,
                             "value_date": d_str
                         }})
-        except Exception as e:
+                        
-            print(f"Error fetching price for {{d_str}}: {{e}}")
+            except Exception as e:
+                # print(f"BDH Error for {{field}}: {{e}}")
+                pass
             
     print("JSON_START")
     print(json.dumps(res_list))
@@ -758,7 +826,9 @@ get_price_by_dates()
         """Execute code and parse [JSON_START]...[JSON_END]"""
         raw_output_list = self.execute_remote_code(code)
         raw_output = "".join(raw_output_list) if isinstance(raw_output_list, list) else str(raw_output_list)
-        # logger.debug(f"Remote execution returned {len(raw_output)} chars.") # Optional debug
+        # Always log raw output first few chars for debug
+        logger.info(f"REMOTE RAW OUTPUT: {raw_output[:1000]}")  
+        # Actually let's log everything if it fails to find JSON
         
         # Simple parser
         try:
@@ -771,7 +841,7 @@ get_price_by_dates()
                 logger.info(f"✅ Parsed {len(data) if isinstance(data, list) else 1} items from remote.")
                 return data
             else:
-                logger.warning(f"⚠️ No JSON output found in remote response.")
+                logger.warning(f"⚠️ No JSON output found in remote response. Raw: {raw_output}")
                 return []
         except Exception as e:
             logger.error(f"❌ Error parsing JSON from remote: {e}")

backend/app/services/bloomberg_service.py

@@ -58,8 +58,9 @@ async def get_bloomberg_data(
 
         # 2. 获取该公司的所有数据
         # schema: indicator, value, value_date (作为报告期)
+        # Added update_date
         query = text("""
-            SELECT indicator, value, value_date, currency 
+            SELECT indicator, value, value_date, currency, update_date
             FROM stockcard 
             WHERE Company_code = :code
         """)
@@ -73,11 +74,16 @@ async def get_bloomberg_data(
             val = row.value
             v_date = row.value_date
             curr = row.currency
+            u_date = row.update_date
             
             if not v_date:
                 continue
                 
             date_str = v_date.isoformat() if hasattr(v_date, 'isoformat') else str(v_date)
+            # Handle update_date formatting
+            update_date_str = ""
+            if u_date:
+                update_date_str = u_date.isoformat() if hasattr(u_date, 'isoformat') else str(u_date)
             
             # Key by (date, currency) to support multiple currencies for the same date
             unique_key = f"{date_str}_{curr}"
@@ -85,9 +91,14 @@ async def get_bloomberg_data(
             if unique_key not in data_by_date:
                 data_by_date[unique_key] = {
                     "end_date": date_str,
-                    "currency": curr
+                    "currency": curr,
+                    "update_date": ""
                 }
             
+            # Update the group's update_date if we find a newer one in this batch
+            if update_date_str > data_by_date[unique_key]["update_date"]:
+                data_by_date[unique_key]["update_date"] = update_date_str
+            
             # Normalize key to match frontend expectation (mostly lowercase)
             # e.g. "ROE" -> "roe", "PE" -> "pe"
             norm_indicator = indicator.lower()

backend/debug_bdh.py

@@ -0,0 +1,70 @@
+
+import sys
+import os
+import time
+import logging
+
+# Ensure we can import from backend
+sys.path.append(os.path.join(os.getcwd(), 'backend'))
+
+# Setup logging
+logging.basicConfig(level=logging.INFO)
+
+from app.clients.bloomberg_client import BloombergClient
+
+def test_bdh_currency():
+    print("Initializing BloombergClient...")
+    client = BloombergClient()
+    
+    ticker = "6301 JP Equity"
+    
+    code = """
+import sys
+import datetime
+try:
+    if 'bquery' not in globals():
+        import bquery
+except ImportError:
+    pass
+
+ticker = "{ticker}"
+fields = ["CUR_MKT_CAP", "PX_LAST"]
+
+print(f"--- BDH Currency Test for {{ticker}} ---")
+
+def get_bdh_val(curr, desc):
+    try:
+        # BDH request for last 5 days to ensure we hit a trading day
+        end_date = datetime.datetime.now().strftime('%Y%m%d')
+        start_date = (datetime.datetime.now() - datetime.timedelta(days=10)).strftime('%Y%m%d')
+        
+        # Pass currency in options
+        df = bquery.bdh([ticker], fields, start_date=start_date, end_date=end_date, options={{'currency': curr}})
+        
+        if not df.empty:
+            print(f"--- {{desc}} (Currency: {{curr}}) ---")
+            # Get last row
+            last_row = df.iloc[-1]
+            for col in df.columns:
+                print(f"  {{col}}: {{last_row[col]}}")
+        else:
+            print(f"{{desc}} Empty")
+    except Exception as e:
+        print(f"{{desc}} Error: {{e}}")
+
+# 1. JPY
+get_bdh_val('JPY', "BDH_JPY")
+
+# 2. USD
+get_bdh_val('USD', "BDH_USD")
+
+"""
+    formatted_code = code.format(ticker=ticker)
+    
+    print(f"Executing remote logic for {ticker}...")
+    output = client.execute_remote_code(formatted_code)
+    print("Remote Output:")
+    print(output)
+
+if __name__ == "__main__":
+    test_bdh_currency()

backend/debug_bdp_currency.py

@@ -0,0 +1,67 @@
+
+import sys
+import os
+import time
+import logging
+
+# Ensure we can import from backend
+sys.path.append(os.path.join(os.getcwd(), 'backend'))
+
+# Setup logging
+logging.basicConfig(level=logging.INFO)
+
+from app.clients.bloomberg_client import BloombergClient
+
+def test_bdp_options_injection():
+    print("Initializing BloombergClient...")
+    client = BloombergClient()
+    
+    ticker = "6301 JP Equity"
+    
+    code = """
+import sys
+try:
+    if 'bquery' not in globals():
+        import bquery
+except ImportError:
+    pass
+
+ticker = "{ticker}"
+fields = ["CUR_MKT_CAP", "PX_LAST"]
+
+print(f"--- Option Injection Test for {{ticker}} ---")
+
+def get_val_via_options(custom_overrides, desc):
+    try:
+        # Pass overrides=None, pass custom overrides via options
+        # Escape braces for format string by doubling them
+        df = bquery.bdp([ticker], fields, overrides=None, options={{'overrides': custom_overrides}})
+        if not df.empty:
+            print(f"--- {{desc}} ---")
+            for col in df.columns:
+                print(f"  {{col}}: {{df.iloc[0][col]}}")
+            print(f"  Sent: {{custom_overrides}}")
+        else:
+            print(f"{{desc}} Empty")
+    except Exception as e:
+        print(f"{{desc}} Error: {{e}}")
+
+# 1. Direct fieldId (No wrapper)
+get_val_via_options([{{'fieldId': 'CURRENCY', 'value': 'USD'}}], "Try1_Direct_Dict")
+
+# 2. Wrapped in 'overrides' (Same as current impl)
+get_val_via_options([{{'overrides': {{'fieldId': 'CURRENCY', 'value': 'USD'}}}}], "Try2_Wrapped_Overrides")
+
+# 3. Wrapped in 'override' (Singular)
+get_val_via_options([{{'override': {{'fieldId': 'CURRENCY', 'value': 'USD'}}}}], "Try3_Wrapped_Override")
+
+"""
+    formatted_code = code.format(ticker=ticker)
+    
+    print(f"Executing remote logic for {ticker}...")
+    output = client.execute_remote_code(formatted_code)
+    print("Remote Output:")
+    print(output)
+
+if __name__ == "__main__":
+    test_bdp_options_injection()

backend/debug_revenue_dates.py

@@ -0,0 +1,94 @@
+
+import asyncio
+from app.clients.bloomberg_client import BloombergClient, CURRENCY_CONFIG
+
+async def run():
+    client = BloombergClient()
+    company = "2503 JP Equity"
+    
+    # Simulate fetch of currency data (which includes Revenue)
+    # CURRENCY_CONFIG key "Revenue" is "SALES_REV_TURN"
+    
+    print(f"Debugging Revenue Dates for {company} (CNY)...")
+    
+    # We'll use the exact simulating logic of _fetch_series_remote but print the dates
+    
+    config = {"Revenue": CURRENCY_CONFIG["Revenue"]}
+    # Force CNY
+    currency = "CNY"
+    
+    # Generate the code that _fetch_series_remote generates
+    # We need to replicate the remote code construction roughly or call execute_remote_code
+    
+    import json
+    from datetime import datetime
+    
+    STOCKCARD_CONFIG = { "period": 10 }
+    period_years = STOCKCARD_CONFIG['period']
+    start_year = datetime.now().year - period_years
+    start_date = f"{start_year}0101"
+    end_date = datetime.now().strftime('%Y%m%d')
+    
+    bdh_options = {
+            'periodicitySelection': 'YEARLY',
+            'currency': currency,
+            'nonTradingDayFillOption': 'ALL_CALENDAR_DAYS',
+            'nonTradingDayFillMethod': 'PREVIOUS_VALUE'
+    }
+    
+    config_json = json.dumps(config)
+    bdh_opts_json = json.dumps(bdh_options)
+    
+    remote_code = f"""
+def debug_series():
+    company = "{company}"
+    curr = "{currency}"
+    config = {config_json}
+    
+    mnemonic_map = {{v.upper(): k for k, v in config.items()}}
+    fields = list(mnemonic_map.keys())
+    
+    try:
+        df = bquery.bdh(
+            [company], 
+            fields, 
+            start_date='{start_date}', 
+            end_date='{end_date}', 
+            options={bdh_opts_json}
+        )
+        
+        print(f"--- Raw Revenue Data (CNY) ---")
+        if not df.empty:
+            print(df)
+            
+            revenue_dates = []
+            for _, row in df.iterrows():
+                # Extract date
+                date_val = None
+                if 'date' in df.columns: date_val = row['date']
+                elif 'DATE' in df.columns: date_val = row['DATE']
+                
+                if date_val:
+                    d_str = str(date_val)[:10]
+                    # Check for value
+                    val = None
+                    if fields[0] in row: val = row[fields[0]]
+                    elif fields[0] in df.columns: val = row[fields[0]]
+                    
+                    if val is not None:
+                         revenue_dates.append(d_str)
+            
+            print(f"\\nExtracted Revenue Dates: {{sorted(revenue_dates, reverse=True)}}")
+        else:
+            print("DataFrame is empty.")
+
+    except Exception as e:
+        print(f"Error: {{e}}")
+
+debug_series()
+"""
+    result = client.execute_remote_code(remote_code)
+    print(result)
+
+if __name__ == "__main__":
+    asyncio.run(run())

backend/inspect_db.py

@@ -0,0 +1,42 @@
+import os
+import psycopg2
+from dotenv import load_dotenv
+
+load_dotenv()
+
+def inspect_schema():
+    db_host = os.getenv("DB_HOST", "192.168.3.195")
+    db_user = os.getenv("DB_USER", "value")
+    db_pass = os.getenv("DB_PASSWORD", "Value609!")
+    db_name = os.getenv("DB_NAME", "fa3")
+    db_port = os.getenv("DB_PORT", "5432")
+
+    try:
+        conn = psycopg2.connect(
+            host=db_host, user=db_user, password=db_pass, dbname=db_name, port=db_port
+        )
+        cur = conn.cursor()
+        
+        print("--- Table Columns ---")
+        cur.execute("""
+            SELECT column_name, data_type 
+            FROM information_schema.columns 
+            WHERE table_name = 'stockcard';
+        """)
+        rows = cur.fetchall()
+        for row in rows:
+            print(f"{row[0]}: {row[1]}")
+            
+        print("\n--- Recent Records update_date ---")
+        cur.execute("SELECT update_date FROM stockcard ORDER BY id DESC LIMIT 5")
+        rows = cur.fetchall()
+        for row in rows:
+            print(f"{row[0]} (Type: {type(row[0])})")
+
+        conn.close()
+
+    except Exception as e:
+        print(f"Error: {e}")
+
+if __name__ == "__main__":
+    inspect_schema()

backend/inspect_market_cap.py

@@ -0,0 +1,39 @@
+
+import os
+import psycopg2
+import logging
+from datetime import datetime
+
+# Config logging
+logging.basicConfig(level=logging.INFO)
+
+def inspect_db():
+    db_host = os.getenv("DB_HOST", "192.168.3.195")
+    db_user = os.getenv("DB_USER", "value")
+    db_pass = os.getenv("DB_PASSWORD", "Value609!")
+    db_name = os.getenv("DB_NAME", "fa3")
+    
+    conn = psycopg2.connect(
+        host=db_host, user=db_user, password=db_pass, dbname=db_name
+    )
+    
+    with conn.cursor() as cur:
+        # Check basic data market cap
+        cur.execute("""
+            SELECT update_date, indicator, value, value_date, currency, source
+            FROM stockcard 
+            WHERE Company_code LIKE '6301 JP%' 
+            AND (indicator = 'market_cap' OR indicator = 'Market_Cap')
+            ORDER BY update_date DESC, value_date DESC
+            LIMIT 20;
+        """)
+        rows = cur.fetchall()
+        print(f"{'Update Date':<20} | {'Indicator':<15} | {'Currency':<5} | {'Value Date':<12} | {'Value (Raw)':<20} | {'Source'}")
+        print("-" * 100)
+        for row in rows:
+            print(f"{str(row[0]):<20} | {row[1]:<15} | {row[4]:<5} | {str(row[3]):<12} | {row[2]:<20} | {row[5]}")
+
+    conn.close()
+
+if __name__ == "__main__":
+    inspect_db()

backend/server.log

@@ -1556,3 +1556,982 @@ sqlalchemy.exc.ProgrammingError: (sqlalchemy.dialects.postgresql.asyncpg.Program
 2026-01-12 09:31:26,489 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
 2026-01-12 09:31:26,490 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=54, Msg=Bloomberg data sync complete, Progress=90%
 2026-01-12 09:31:26,791 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=54, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 10:15:52,800 - app.main - INFO - 🔍 [搜索] 开始搜索股票: 三一国际
+2026-01-12 10:15:53,105 - app.main - INFO - 🤖 [搜索-LLM] 调用 gemini-2.5-flash 进行股票搜索
+2026-01-12 10:15:53,112 - google_genai.models - INFO - AFC is enabled with max remote calls: 10.
+2026-01-12 10:15:57,833 - httpx - INFO - HTTP Request: POST https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK"
+2026-01-12 10:15:57,856 - app.main - INFO - ✅ [搜索-LLM] 模型响应完成, 耗时: 4.75秒, Tokens: prompt=166, completion=78, total=244
+2026-01-12 10:15:57,857 - app.main - INFO - ✅ [搜索] 搜索完成, 找到 1 个结果, 总耗时: 5.05秒
+2026-01-12 10:16:22,607 - app.main - INFO - 🔍 [搜索] 开始搜索股票: 三一国际
+2026-01-12 10:16:22,609 - app.main - INFO - 🤖 [搜索-LLM] 调用 gemini-2.5-flash 进行股票搜索
+2026-01-12 10:16:22,611 - google_genai.models - INFO - AFC is enabled with max remote calls: 10.
+2026-01-12 10:16:26,693 - httpx - INFO - HTTP Request: POST https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK"
+2026-01-12 10:16:26,716 - app.main - INFO - ✅ [搜索-LLM] 模型响应完成, 耗时: 4.11秒, Tokens: prompt=166, completion=78, total=244
+2026-01-12 10:16:26,717 - app.main - INFO - ✅ [搜索] 搜索完成, 找到 1 个结果, 总耗时: 4.11秒
+2026-01-12 10:39:45,586 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 10:39:46,580 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 10:39:47,135 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 10:39:47,166 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 10:39:47,228 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 10:39:47,228 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=数据源连接成功, Progress=10%
+2026-01-12 10:39:47,502 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 10:39:47,936 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: SAB VN Equity
+2026-01-12 10:39:47,937 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 10:39:48,418 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 10:39:48,418 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 10:39:50,974 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 10:39:51,644 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 10:39:51,645 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 10:39:51,645 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 10:39:51,646 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 10:39:53,556 - app.clients.bloomberg_client - INFO - ✅ Parsed 275 items from remote.
+2026-01-12 10:40:05,191 - app.clients.bloomberg_client - INFO - ✅ Saved 275 records to database.
+2026-01-12 10:40:05,201 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 10:40:05,201 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 10:40:06,376 - app.clients.bloomberg_client - INFO - ✅ Parsed 290 items from remote.
+2026-01-12 10:40:18,886 - app.clients.bloomberg_client - INFO - ✅ Saved 290 records to database.
+2026-01-12 10:40:18,888 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 10:40:18,888 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 10:40:19,463 - app.clients.bloomberg_client - INFO - Found 11 revenue reporting dates. Fetching aligned price data...
+2026-01-12 10:40:24,699 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 10:40:26,363 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 10:40:26,366 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=Finalizing data..., Progress=82%
+2026-01-12 10:40:27,693 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 10:40:27,694 - app.clients.bloomberg_client - INFO - ✅ Completed processing for SAB VN Equity
+2026-01-12 10:40:27,694 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 10:40:28,421 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=55, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 10:42:39,579 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 10:42:39,887 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 10:42:40,132 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 10:42:40,160 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 10:42:41,230 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 10:42:41,231 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=数据源连接成功, Progress=10%
+2026-01-12 10:42:42,048 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 10:42:42,308 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: SAB VN Equity
+2026-01-12 10:42:42,309 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 10:42:42,624 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 10:42:42,625 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 10:42:43,914 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 10:42:44,298 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 10:42:44,299 - app.clients.bloomberg_client - INFO - Using forced currency: USD
+2026-01-12 10:42:44,299 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 10:42:44,299 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=正在获取货币指标 (USD)..., Progress=41%
+2026-01-12 10:42:45,638 - app.clients.bloomberg_client - INFO - ✅ Parsed 275 items from remote.
+2026-01-12 10:42:59,116 - app.clients.bloomberg_client - INFO - ✅ Saved 275 records to database.
+2026-01-12 10:42:59,117 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 10:42:59,118 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 10:43:00,410 - app.clients.bloomberg_client - INFO - ✅ Parsed 290 items from remote.
+2026-01-12 10:43:13,907 - app.clients.bloomberg_client - INFO - ✅ Saved 290 records to database.
+2026-01-12 10:43:13,908 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 10:43:13,909 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 10:43:14,174 - app.clients.bloomberg_client - INFO - Found 11 revenue reporting dates. Fetching aligned price data...
+2026-01-12 10:43:19,382 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 10:43:20,821 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 10:43:20,821 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=Finalizing data..., Progress=82%
+2026-01-12 10:43:21,609 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 10:43:21,609 - app.clients.bloomberg_client - INFO - ✅ Completed processing for SAB VN Equity
+2026-01-12 10:43:21,609 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 10:43:21,873 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=56, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 10:58:49,794 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 10:58:50,395 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 10:58:50,649 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 10:58:50,676 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 10:58:50,734 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 10:58:50,734 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=数据源连接成功, Progress=10%
+2026-01-12 10:58:50,996 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 10:58:51,414 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 10:58:51,414 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 10:58:51,864 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 10:58:51,864 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 10:58:51,864 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 10:58:53,027 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 10:58:53,435 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 10:58:53,435 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 10:58:53,436 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 10:58:54,938 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 10:59:04,571 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 10:59:04,583 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 10:59:04,584 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 10:59:05,645 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 10:59:16,477 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 10:59:16,477 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 10:59:16,478 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 10:59:17,032 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 10:59:20,896 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 10:59:22,712 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 10:59:22,713 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=Finalizing data..., Progress=82%
+2026-01-12 10:59:23,316 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 10:59:23,317 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 10:59:23,317 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 10:59:23,593 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=57, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 11:00:00,129 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 11:00:00,711 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 11:00:01,085 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 11:00:01,113 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 11:00:01,164 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 11:00:01,165 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=数据源连接成功, Progress=10%
+2026-01-12 11:00:01,426 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 11:00:01,773 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 11:00:01,773 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 11:00:02,544 - app.clients.bloomberg_client - INFO - Using forced currency: USD
+2026-01-12 11:00:02,545 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 11:00:02,545 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 11:00:03,720 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 11:00:04,112 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 11:00:04,113 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 11:00:04,113 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=正在获取货币指标 (USD)..., Progress=41%
+2026-01-12 11:00:05,964 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 11:00:16,994 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 11:00:16,996 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 11:00:16,996 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 11:00:18,214 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 11:00:31,167 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 11:00:31,169 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 11:00:31,170 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 11:00:32,027 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 11:00:36,241 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 11:00:38,065 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 11:00:38,066 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=Finalizing data..., Progress=82%
+2026-01-12 11:00:39,407 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 11:00:39,407 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 11:00:39,408 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 11:00:39,748 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=58, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 11:44:44,232 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 11:44:44,905 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 11:44:46,453 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 11:44:46,649 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 11:44:47,699 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 11:44:47,700 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=数据源连接成功, Progress=10%
+2026-01-12 11:44:49,420 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 11:44:49,979 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 11:44:49,979 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 11:44:50,331 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 11:44:50,331 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 11:44:50,331 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 11:44:52,345 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 11:44:53,037 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 11:44:53,038 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 11:44:53,038 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 11:44:54,522 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 11:45:08,541 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 11:45:08,543 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 11:45:08,543 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 11:45:09,996 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 11:45:25,647 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 11:45:25,649 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 11:45:25,649 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 11:45:26,793 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 11:45:38,250 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 11:45:40,155 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 11:45:40,156 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=Finalizing data..., Progress=82%
+2026-01-12 11:45:40,960 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 11:45:40,960 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 11:45:40,961 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 11:45:41,250 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=59, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 11:46:08,013 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 11:46:09,230 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 11:46:09,490 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 11:46:09,518 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 11:46:10,578 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 11:46:10,579 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=数据源连接成功, Progress=10%
+2026-01-12 11:46:10,856 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 11:46:11,445 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 11:46:11,446 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 11:46:12,525 - app.clients.bloomberg_client - INFO - Using forced currency: USD
+2026-01-12 11:46:12,525 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 11:46:12,525 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 11:46:14,513 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 11:46:15,921 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 11:46:15,922 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 11:46:15,922 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=正在获取货币指标 (USD)..., Progress=41%
+2026-01-12 11:46:17,800 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 11:46:35,038 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 11:46:35,039 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 11:46:35,039 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 11:46:35,982 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 11:46:52,433 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 11:46:52,440 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 11:46:52,440 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 11:46:53,034 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 11:47:04,398 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 11:47:07,274 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 11:47:07,275 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=Finalizing data..., Progress=82%
+2026-01-12 11:47:08,374 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 11:47:08,375 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 11:47:08,375 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 11:47:09,101 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=60, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 11:51:11,068 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 11:51:11,648 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 11:51:14,081 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 11:51:14,108 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 11:51:14,173 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 11:51:14,173 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=数据源连接成功, Progress=10%
+2026-01-12 11:51:15,149 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 11:51:16,055 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 11:51:16,056 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 11:51:16,516 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 11:51:16,516 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 11:51:16,516 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 11:51:18,000 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 11:51:20,192 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 11:51:20,193 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 11:51:20,193 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 11:51:21,634 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 11:51:38,825 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 11:51:38,827 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 11:51:38,827 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 11:51:39,821 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 11:51:58,838 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 11:51:58,839 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 11:51:58,839 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 11:51:59,168 - app.clients.bloomberg_client - INFO - Fetching aligned price data for 11 dates (Revenue + Calendar Years)...
+2026-01-12 11:52:13,001 - app.clients.bloomberg_client - INFO - ✅ Parsed 31 items from remote.
+2026-01-12 11:52:15,056 - app.clients.bloomberg_client - INFO - ✅ Saved 31 records to database.
+2026-01-12 11:52:15,057 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=Finalizing data..., Progress=82%
+2026-01-12 11:52:17,040 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 11:52:17,040 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 11:52:17,041 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 11:52:17,481 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=61, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 12:00:46,984 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 12:00:47,396 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 12:00:47,788 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 12:00:47,817 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 12:00:48,022 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 12:00:48,022 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=数据源连接成功, Progress=10%
+2026-01-12 12:00:48,956 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 12:00:50,482 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 12:00:50,483 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 12:00:50,789 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 12:00:50,789 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 12:00:50,789 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 12:00:52,248 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 12:00:53,025 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 12:00:53,025 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 12:00:53,025 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 12:00:53,859 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 12:01:11,603 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 12:01:11,605 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 12:01:11,605 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 12:01:13,691 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 12:01:33,012 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 12:01:33,012 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 12:01:33,012 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 12:01:33,424 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 12:01:44,341 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 12:01:46,319 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 12:01:46,320 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=Finalizing data..., Progress=82%
+2026-01-12 12:01:47,279 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 12:01:47,280 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 12:01:47,280 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 12:01:48,004 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=62, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 12:03:53,293 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 12:03:54,343 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 12:03:54,619 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 12:03:54,647 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 12:03:54,699 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 12:03:54,699 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=数据源连接成功, Progress=10%
+2026-01-12 12:03:55,171 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 12:03:55,838 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 12:03:55,839 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 12:03:56,708 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 12:03:56,709 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 12:03:56,709 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 12:03:58,922 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 12:04:01,068 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 12:04:01,069 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 12:04:01,069 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 12:04:02,937 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 12:04:16,817 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 12:04:16,818 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 12:04:16,819 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 12:04:19,637 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 12:04:40,482 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 12:04:40,482 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 12:04:40,482 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 12:04:41,016 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 12:04:53,208 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 12:04:53,210 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2024-12-31, Value=86988.3177, Currency=CNY
+2026-01-12 12:04:53,210 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2023-12-31, Value=95209.9289, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2022-12-31, Value=96786.4997, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2021-12-31, Value=93410.0414, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2020-12-31, Value=140556.4302, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2019-12-31, Value=140163.3311, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2018-12-31, Value=130875.1203, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2017-12-31, Value=150051.5647, Currency=CNY
+2026-01-12 12:04:53,211 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2016-12-31, Value=103403.6124, Currency=CNY
+2026-01-12 12:04:58,064 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 12:04:58,064 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=Finalizing data..., Progress=82%
+2026-01-12 12:05:01,647 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 12:05:01,647 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 12:05:01,648 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 12:05:01,910 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=63, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 12:09:12,429 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 12:09:12,942 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 12:09:14,418 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 12:09:14,447 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 12:09:14,497 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 12:09:14,498 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=数据源连接成功, Progress=10%
+2026-01-12 12:09:15,071 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 12:09:15,661 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 12:09:15,661 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 12:09:16,492 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 12:09:16,495 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 12:09:16,495 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 12:09:18,548 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 12:09:20,215 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 12:09:20,215 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 12:09:20,215 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 12:09:21,781 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 12:09:40,266 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 12:09:40,268 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 12:09:40,269 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 12:09:41,884 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 12:10:05,761 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 12:10:05,766 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 12:10:05,766 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 12:10:07,309 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2024-12-31, Value=86988.3177, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2023-12-31, Value=95209.9289, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2022-12-31, Value=96786.4997, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2021-12-31, Value=93410.0414, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2020-12-31, Value=140556.4302, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2019-12-31, Value=140163.3311, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2018-12-31, Value=130875.1203, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2017-12-31, Value=150051.5647, Currency=CNY
+2026-01-12 12:10:17,887 - app.clients.bloomberg_client - INFO - 💾 [DEBUG] Saving Market_Cap: Date=2016-12-31, Value=103403.6124, Currency=CNY
+2026-01-12 12:10:21,706 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 12:10:21,708 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=Finalizing data..., Progress=82%
+2026-01-12 12:10:25,944 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 12:10:25,945 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 12:10:25,945 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 12:10:26,424 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=64, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 12:17:20,087 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 12:17:21,105 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 12:17:22,164 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 12:17:22,194 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 12:17:22,251 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 12:17:22,251 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=数据源连接成功, Progress=10%
+2026-01-12 12:17:23,267 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 12:17:23,545 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 12:17:23,545 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 12:17:25,394 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 12:17:25,395 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 12:17:25,395 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 12:17:27,481 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 12:17:27,481 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '2503 JP Equity', 'update_date': '2026-01-12', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '3.1230217345431526', 'value_date': '2026-01-12'}, {'Company_code': '2503 JP Equity', 'update_date': '2026-01-12', 'currency': 'CNY', 'indicator': 'IPO_date', 'value': 'None', 'value_date': '2026-01-12'}]
+2026-01-12 12:17:29,452 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 12:17:29,452 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 12:17:29,452 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 12:17:31,460 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 12:17:52,620 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 12:17:52,623 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 12:17:52,623 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=65, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 12:17:54,783 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 12:18:31,861 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 12:18:33,349 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 12:18:34,339 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 12:18:34,372 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 12:18:34,432 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 12:18:34,432 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=数据源连接成功, Progress=10%
+2026-01-12 12:18:35,690 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 12:18:36,255 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 2503 JP Equity
+2026-01-12 12:18:36,256 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 12:18:38,442 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 12:18:38,443 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 12:18:38,443 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 12:18:40,961 - app.clients.bloomberg_client - INFO - ✅ Parsed 2 items from remote.
+2026-01-12 12:18:40,961 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '2503 JP Equity', 'update_date': '2026-01-12 12:18:41', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '3.1230217345431526', 'value_date': '2026-01-12 12:18:41'}, {'Company_code': '2503 JP Equity', 'update_date': '2026-01-12 12:18:41', 'currency': 'CNY', 'indicator': 'IPO_date', 'value': 'None', 'value_date': '2026-01-12 12:18:41'}]
+2026-01-12 12:18:42,433 - app.clients.bloomberg_client - INFO - ✅ Saved 2 records to database.
+2026-01-12 12:18:42,434 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 12:18:42,434 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 12:18:44,354 - app.clients.bloomberg_client - INFO - ✅ Parsed 215 items from remote.
+2026-01-12 12:19:05,814 - app.clients.bloomberg_client - INFO - ✅ Saved 215 records to database.
+2026-01-12 12:19:05,819 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 12:19:05,820 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 12:19:07,418 - app.clients.bloomberg_client - INFO - ✅ Parsed 260 items from remote.
+2026-01-12 12:19:27,370 - app.clients.bloomberg_client - INFO - ✅ Saved 260 records to database.
+2026-01-12 12:19:27,371 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 12:19:27,371 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 12:19:28,080 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 12:19:39,293 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 12:19:43,961 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 12:19:43,962 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=Finalizing data..., Progress=82%
+2026-01-12 12:19:45,511 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 12:19:45,512 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 2503 JP Equity
+2026-01-12 12:19:45,512 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 12:19:47,693 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=66, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 13:39:22,650 - app.main - INFO - 🔍 [搜索] 开始搜索股票: 三一国际
+2026-01-12 13:39:22,724 - app.main - INFO - 🤖 [搜索-LLM] 调用 gemini-2.5-flash 进行股票搜索
+2026-01-12 13:39:22,724 - google_genai.models - INFO - AFC is enabled with max remote calls: 10.
+2026-01-12 13:39:27,383 - httpx - INFO - HTTP Request: POST https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK"
+2026-01-12 13:39:27,390 - app.main - INFO - ✅ [搜索-LLM] 模型响应完成, 耗时: 4.67秒, Tokens: prompt=166, completion=78, total=244
+2026-01-12 13:39:27,391 - app.main - INFO - ✅ [搜索] 搜索完成, 找到 1 个结果, 总耗时: 4.74秒
+2026-01-12 13:39:35,605 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=67, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 13:39:36,193 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=67, Msg=数据获取失败: invalid syntax. Perhaps you forgot a comma? (bloomberg_client.py, line 587), Progress=0%
+2026-01-12 13:54:13,489 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 13:54:13,853 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 13:54:14,191 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 13:54:14,229 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 13:54:14,427 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 13:54:14,428 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=数据源连接成功, Progress=10%
+2026-01-12 13:54:14,824 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 13:54:15,384 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 13:54:15,385 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 13:54:15,833 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 13:54:15,834 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 13:54:15,834 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 13:54:16,597 - app.clients.bloomberg_client - INFO - ✅ Parsed 0 items from remote.
+2026-01-12 13:54:16,597 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: []
+2026-01-12 13:54:16,597 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 13:54:16,597 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 13:54:17,282 - app.clients.bloomberg_client - INFO - ✅ Parsed 0 items from remote.
+2026-01-12 13:54:17,283 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 13:54:17,284 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 13:54:18,408 - app.clients.bloomberg_client - INFO - ✅ Parsed 0 items from remote.
+2026-01-12 13:54:18,408 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 13:54:18,408 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 13:54:18,668 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 13:54:18,986 - app.clients.bloomberg_client - INFO - ✅ Parsed 0 items from remote.
+2026-01-12 13:54:18,986 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=Finalizing data..., Progress=82%
+2026-01-12 13:54:20,042 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 13:54:20,042 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 13:54:20,043 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 13:54:20,603 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=68, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 13:54:24,013 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 13:54:24,293 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:10:53,933 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:10:54,645 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:10:55,044 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:10:55,071 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:10:55,123 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:10:55,124 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:10:55,677 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:10:55,939 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 631 HK Equity
+2026-01-12 14:10:55,939 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:10:56,480 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:10:56,481 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:10:56,481 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:10:57,704 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:10:58"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "pe_ratio", "value": "19.98882739476631", "value_date": "2026-01-12 14:10:58"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "pb_ratio", "value": "2.116312093386662", "value_date": "2026-01-12 14:10:58"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "market_cap", "value": "29705920767.51", "value_date": "2026-01-12 14:10:58"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:10:58"}, {"Company_code": "631 HK Equity", "update_date": "2026
+2026-01-12 14:10:57,705 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:10:57,705 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '19.98882739476631', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.116312093386662', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29705920767.51', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.1556038264999975', 'value_date': '2026-01-12 14:10:58'}, {'Company_code': '631 HK Equity', 'update_date': '2026-01-12 14:10:58', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:10:58'}]
+2026-01-12 14:10:58,534 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:10:58,534 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:10:58,534 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:10:59,715 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:10:58", "currency": "HKD", "indicator": "Dividends_Paid", "va
+2026-01-12 14:10:59,715 - app.clients.bloomberg_client - INFO - ✅ Parsed 216 items from remote.
+2026-01-12 14:11:12,684 - app.clients.bloomberg_client - INFO - ✅ Saved 216 records to database.
+2026-01-12 14:11:12,686 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:11:12,686 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:11:13,789 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "PE", "value": "111.1384", "value_date": "2016-12-30"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "PB", "value": "0.5588", "value_date": "2016-12-30"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2016-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:12", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2016-12-31"}, {"Company_c
+2026-01-12 14:11:13,790 - app.clients.bloomberg_client - INFO - ✅ Parsed 219 items from remote.
+2026-01-12 14:11:26,690 - app.clients.bloomberg_client - INFO - ✅ Saved 219 records to database.
+2026-01-12 14:11:26,692 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:11:26,692 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:11:26,975 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 14:11:37,480 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Last_Price", "value": "4.51", "value_date": "2024-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Market_Cap", "value": "14494.6462", "value_date": "2024-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Dividend_Yield", "value": "4.2129", "value_date": "2024-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Last_Price", "value": "7.55", "value_date": "2023-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Market_Cap", "value": "24081.9354", "value_date": "2023-12-31"}, {"Company_code": "631 HK Equity", "update_date": "2026-01-12 14:11:26", "currency": "HKD", "indicator": "Dividend_Yield", "value": "2.5166", "value_da
+2026-01-12 14:11:37,481 - app.clients.bloomberg_client - INFO - ✅ Parsed 25 items from remote.
+2026-01-12 14:11:39,102 - app.clients.bloomberg_client - INFO - ✅ Saved 25 records to database.
+2026-01-12 14:11:39,103 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:11:40,554 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:11:40,555 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 631 HK Equity
+2026-01-12 14:11:40,555 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:11:40,933 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=69, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:11:46,320 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:12:08,829 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:15:51,872 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:22:58,914 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:23:02,681 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:23:03,405 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:23:03,673 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:23:03,717 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:23:03,914 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:23:03,914 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:23:04,185 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:23:04,628 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 14:23:04,628 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:23:05,408 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:23:05,408 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:23:05,408 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:23:06,372 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:23:06", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:23:06"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:23:06", "currency": "HKD", "indicator": "pe_ratio", "value": "20.052832333683007", "value_date": "2026-01-12 14:23:06"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:23:06", "currency": "HKD", "indicator": "pb_ratio", "value": "2.1230886002617653", "value_date": "2026-01-12 14:23:06"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:23:06", "currency": "HKD", "indicator": "market_cap", "value": "29802893305.38", "value_date": "2026-01-12 14:23:06"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:23:06", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:23:06"}, {"Company_code": "00631 HK Equity", "updat
+2026-01-12 14:23:06,373 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:23:06,373 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '20.052832333683007', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.1230886002617653', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29802893305.38', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.145336135090561', 'value_date': '2026-01-12 14:23:06'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:23:06', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:23:06'}]
+2026-01-12 14:23:07,870 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:23:07,871 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:23:07,871 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:23:08,272 - app.clients.bloomberg_client - ERROR - Error fetching currency series: name 'timedelta' is not defined
+2026-01-12 14:23:08,273 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:23:08,273 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:23:09,053 - app.clients.bloomberg_client - ERROR - Error fetching non-currency series: name 'timedelta' is not defined
+2026-01-12 14:23:09,053 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:23:09,053 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:23:09,347 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:23:09,347 - app.clients.bloomberg_client - ERROR - Error fetching fallback price data: name 'timedelta' is not defined
+2026-01-12 14:23:09,348 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:23:10,275 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:23:10,275 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 14:23:10,275 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:23:10,741 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=70, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:36:45,408 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:36:45,934 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:36:46,331 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:36:46,363 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:36:46,418 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:36:46,418 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:36:47,610 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:36:48,331 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 14:36:48,332 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:36:49,795 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:36:49,795 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:36:49,795 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:36:50,804 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:51", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:36:51"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:51", "currency": "HKD", "indicator": "pe_ratio", "value": "20.029351716875", "value_date": "2026-01-12 14:36:51"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:51", "currency": "HKD", "indicator": "pb_ratio", "value": "2.120602595838916", "value_date": "2026-01-12 14:36:51"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:51", "currency": "HKD", "indicator": "market_cap", "value": "29770569126.09", "value_date": "2026-01-12 14:36:51"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:51", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:36:51"}, {"Company_code": "00631 HK Equity", "update_da
+2026-01-12 14:36:50,805 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:36:50,805 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '20.029351716875', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.120602595838916', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29770569126.09', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.1487512666161748', 'value_date': '2026-01-12 14:36:51'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:36:51', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:36:51'}]
+2026-01-12 14:36:51,907 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:36:51,908 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:36:51,908 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:36:53,347 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:36:52", "currency": "HKD", "indicator": "Dividend
+2026-01-12 14:36:53,348 - app.clients.bloomberg_client - INFO - ✅ Parsed 240 items from remote.
+2026-01-12 14:37:07,885 - app.clients.bloomberg_client - INFO - ✅ Saved 240 records to database.
+2026-01-12 14:37:07,887 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:37:07,888 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:37:10,019 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "ROCE", "value": "0.3622", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:09", "currency": "HKD", "indicator": "Net_Profit_Margin", "value": "-34.9855", "value_date
+2026-01-12 14:37:10,019 - app.clients.bloomberg_client - INFO - ✅ Parsed 173 items from remote.
+2026-01-12 14:37:20,899 - app.clients.bloomberg_client - INFO - ✅ Saved 173 records to database.
+2026-01-12 14:37:20,900 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:37:20,900 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:37:21,161 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:37:21,790 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Last_Price", "value": "1.33", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Market_Cap", "value": "4044.5631", "value_date": "2017-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Last_Price", "value": "2.28", "value_date": "2018-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Market_Cap", "value": "6933.537", "value_date": "2018-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Last_Price", "value": "2.45", "value_date": "2019-01-12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:37:21", "currency": "HKD", "indicator": "Market_Cap", "value": "7450.5113", "value_
+2026-01-12 14:37:21,790 - app.clients.bloomberg_client - INFO - ✅ Parsed 28 items from remote.
+2026-01-12 14:37:23,680 - app.clients.bloomberg_client - INFO - ✅ Saved 28 records to database.
+2026-01-12 14:37:23,681 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:37:24,983 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:37:24,984 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 14:37:24,984 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:37:25,270 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=71, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:43:07,865 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:43:08,610 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:43:08,830 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:43:09,009 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:43:09,066 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:43:09,066 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:43:09,497 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:43:09,942 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 14:43:09,943 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:43:10,951 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:43:10,951 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:43:10,952 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:43:11,735 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:12", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:43:12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:12", "currency": "HKD", "indicator": "pe_ratio", "value": "20.116743525594977", "value_date": "2026-01-12 14:43:12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:12", "currency": "HKD", "indicator": "pb_ratio", "value": "2.1298551816962252", "value_date": "2026-01-12 14:43:12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:12", "currency": "HKD", "indicator": "market_cap", "value": "29899865843.249996", "value_date": "2026-01-12 14:43:12"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:12", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:43:12"}, {"Company_code": "00631 HK Equity", "u
+2026-01-12 14:43:11,735 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:43:11,735 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '20.116743525594977', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.1298551816962252', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29899865843.249996', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.1351350449227', 'value_date': '2026-01-12 14:43:12'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:43:12', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:43:12'}]
+2026-01-12 14:43:13,034 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:43:13,035 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:43:13,035 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:43:13,894 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:13", "currency": "HKD", "indicator": "Dividend
+2026-01-12 14:43:13,894 - app.clients.bloomberg_client - INFO - ✅ Parsed 213 items from remote.
+2026-01-12 14:43:25,211 - app.clients.bloomberg_client - INFO - ✅ Saved 213 records to database.
+2026-01-12 14:43:25,212 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:43:25,212 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:43:26,114 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "Net_Profit_Margin", "value": "-34.9855", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:25", "currency": "HKD", "indicator": "Tax_Rate", "value": "0.25", "value_da
+2026-01-12 14:43:26,115 - app.clients.bloomberg_client - INFO - ✅ Parsed 150 items from remote.
+2026-01-12 14:43:34,767 - app.clients.bloomberg_client - INFO - ✅ Saved 150 records to database.
+2026-01-12 14:43:34,768 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:43:34,769 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:43:35,176 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:43:35,719 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Last_Price", "value": "1.24", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Market_Cap", "value": "3770.8709", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Last_Price", "value": "1.71", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Market_Cap", "value": "5200.1528", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Last_Price", "value": "2.67", "value_date": "2018-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:43:35", "currency": "HKD", "indicator": "Market_Cap", "value": "8119.5368", "value
+2026-01-12 14:43:35,719 - app.clients.bloomberg_client - INFO - ✅ Parsed 25 items from remote.
+2026-01-12 14:43:37,996 - app.clients.bloomberg_client - INFO - ✅ Saved 25 records to database.
+2026-01-12 14:43:37,996 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:43:38,939 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:43:38,939 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 14:43:38,939 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:43:40,030 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=72, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:45:40,102 - app.services.bloomberg_service - WARNING - No Bloomberg data found for symbol: 00631
+2026-01-12 14:45:42,034 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:45:42,964 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:45:43,352 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:45:43,383 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:45:43,448 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:45:43,449 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:45:43,881 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:45:44,623 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 14:45:44,623 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:45:45,178 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:45:45,179 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:45:45,180 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:45:46,576 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:47", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:45:47"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:47", "currency": "HKD", "indicator": "pe_ratio", "value": "20.138605869994777", "value_date": "2026-01-12 14:45:47"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:47", "currency": "HKD", "indicator": "pb_ratio", "value": "2.1321698519332197", "value_date": "2026-01-12 14:45:47"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:47", "currency": "HKD", "indicator": "market_cap", "value": "29932190022.539997", "value_date": "2026-01-12 14:45:47"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:47", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:45:47"}, {"Company_code": "00631 HK Equity", "u
+2026-01-12 14:45:46,576 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:45:46,576 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '20.138605869994777', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.1321698519332197', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29932190022.539997', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.131749369928183', 'value_date': '2026-01-12 14:45:47'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:45:47', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:45:47'}]
+2026-01-12 14:45:48,142 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:45:48,142 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:45:48,142 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:45:50,239 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:45:49", "currency": "HKD", "indicator": "Dividend
+2026-01-12 14:45:50,239 - app.clients.bloomberg_client - INFO - ✅ Parsed 213 items from remote.
+2026-01-12 14:46:03,568 - app.clients.bloomberg_client - INFO - ✅ Saved 213 records to database.
+2026-01-12 14:46:03,570 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:46:03,570 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:46:04,576 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "Net_Profit_Margin", "value": "-34.9855", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:04", "currency": "HKD", "indicator": "Tax_Rate", "value": "0.25", "value_da
+2026-01-12 14:46:04,576 - app.clients.bloomberg_client - INFO - ✅ Parsed 150 items from remote.
+2026-01-12 14:46:16,087 - app.clients.bloomberg_client - INFO - ✅ Saved 150 records to database.
+2026-01-12 14:46:16,090 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:46:16,090 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:46:16,680 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:46:17,220 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Last_Price", "value": "1.24", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Market_Cap", "value": "3770.8709", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Last_Price", "value": "1.71", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Market_Cap", "value": "5200.1528", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Last_Price", "value": "2.67", "value_date": "2018-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:46:16", "currency": "HKD", "indicator": "Market_Cap", "value": "8119.5368", "value
+2026-01-12 14:46:17,220 - app.clients.bloomberg_client - INFO - ✅ Parsed 25 items from remote.
+2026-01-12 14:46:19,283 - app.clients.bloomberg_client - INFO - ✅ Saved 25 records to database.
+2026-01-12 14:46:19,284 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:46:20,269 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:46:20,269 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 14:46:20,269 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:46:20,840 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=73, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:47:40,832 - app.main - INFO - 🔍 [搜索] 开始搜索股票: 小松
+2026-01-12 14:47:40,891 - app.main - INFO - 🤖 [搜索-LLM] 调用 gemini-2.5-flash 进行股票搜索
+2026-01-12 14:47:40,892 - google_genai.models - INFO - AFC is enabled with max remote calls: 10.
+2026-01-12 14:47:46,554 - httpx - INFO - HTTP Request: POST https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK"
+2026-01-12 14:47:46,561 - app.main - INFO - ✅ [搜索-LLM] 模型响应完成, 耗时: 5.67秒, Tokens: prompt=165, completion=116, total=281
+2026-01-12 14:47:46,561 - app.main - INFO - ✅ [搜索] 搜索完成, 找到 2 个结果, 总耗时: 5.73秒
+2026-01-12 14:47:55,573 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:47:56,059 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:47:56,715 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:47:56,744 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:47:56,806 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:47:56,807 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:47:57,821 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:47:58,674 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 6301 JP Equity
+2026-01-12 14:47:58,675 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:47:59,347 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 14:47:59,348 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:47:59,348 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:48:01,112 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:01", "currency": "CNY", "indicator": "company_name", "value": "KOMATSU LTD", "value_date": "2026-01-12 14:48:01"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:01", "currency": "CNY", "indicator": "pe_ratio", "value": "11.538204871538206", "value_date": "2026-01-12 14:48:01"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:01", "currency": "CNY", "indicator": "pb_ratio", "value": "1.4637777168999744", "value_date": "2026-01-12 14:48:01"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:01", "currency": "CNY", "indicator": "market_cap", "value": "4825676795940.001", "value_date": "2026-01-12 14:48:01"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:01", "currency": "CNY", "indicator": "Rev_Abroad", "value": "86.05716369679564", "value_date": "2026-01-12 14:48:01"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-
+2026-01-12 14:48:01,113 - app.clients.bloomberg_client - INFO - ✅ Parsed 6 items from remote.
+2026-01-12 14:48:01,114 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'company_name', 'value': 'KOMATSU LTD', 'value_date': '2026-01-12 14:48:01'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'pe_ratio', 'value': '11.538204871538206', 'value_date': '2026-01-12 14:48:01'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'pb_ratio', 'value': '1.4637777168999744', 'value_date': '2026-01-12 14:48:01'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'market_cap', 'value': '4825676795940.001', 'value_date': '2026-01-12 14:48:01'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'Rev_Abroad', 'value': '86.05716369679564', 'value_date': '2026-01-12 14:48:01'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:48:01', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '3.894351262772315', 'value_date': '2026-01-12 14:48:01'}]
+2026-01-12 14:48:02,208 - app.clients.bloomberg_client - INFO - ✅ Saved 6 records to database.
+2026-01-12 14:48:02,208 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:48:02,209 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 14:48:03,577 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Revenue", "value": "98388.5158", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Net_Income", "value": "7289.1658", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Cash_From_Operating", "value": "16953.5985", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Capital_Expenditure", "value": "-8830.1561", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Free_Cash_Flow", "value": "8123.4424", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:02", "currency": "CNY", "indicator": "Dividends_
+2026-01-12 14:48:03,578 - app.clients.bloomberg_client - INFO - ✅ Parsed 248 items from remote.
+2026-01-12 14:48:18,179 - app.clients.bloomberg_client - INFO - ✅ Saved 248 records to database.
+2026-01-12 14:48:18,181 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:48:18,181 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:48:19,384 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "ROE", "value": "9.0222", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "ROA", "value": "5.0776", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "ROCE", "value": "10.4918", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "Gross_Margin", "value": "29.0675", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "EBITDA_margin", "value": "17.3073", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:18", "currency": "CNY", "indicator": "Net_Profit_Margin", "value": "7.4086", "value_date": "2016-
+2026-01-12 14:48:19,384 - app.clients.bloomberg_client - INFO - ✅ Parsed 200 items from remote.
+2026-01-12 14:48:30,521 - app.clients.bloomberg_client - INFO - ✅ Saved 200 records to database.
+2026-01-12 14:48:30,522 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:48:30,523 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:48:31,242 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:48:31,965 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Last_Price", "value": "109.89665", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Market_Cap", "value": "6126.6803", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Last_Price", "value": "179.2773", "value_date": "2017-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Market_Cap", "value": "10766.6315", "value_date": "2017-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Last_Price", "value": "209.97492", "value_date": "2018-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:48:31", "currency": "CNY", "indicator": "Market_Cap", "value": "12081.628
+2026-01-12 14:48:31,966 - app.clients.bloomberg_client - INFO - ✅ Parsed 20 items from remote.
+2026-01-12 14:48:34,609 - app.clients.bloomberg_client - INFO - ✅ Saved 20 records to database.
+2026-01-12 14:48:34,610 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:48:35,541 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:48:35,542 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 6301 JP Equity
+2026-01-12 14:48:35,542 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:48:36,209 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=74, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:49:44,963 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:49:45,392 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:49:45,772 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:49:45,800 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:49:46,296 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:49:46,297 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:49:46,646 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:49:47,067 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 6301 JP Equity
+2026-01-12 14:49:47,067 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:49:47,538 - app.clients.bloomberg_client - INFO - Using auto-detected currency: JPY
+2026-01-12 14:49:47,538 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:49:47,539 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:49:48,960 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:49", "currency": "JPY", "indicator": "company_name", "value": "KOMATSU LTD", "value_date": "2026-01-12 14:49:49"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:49", "currency": "JPY", "indicator": "pe_ratio", "value": "11.538204871538206", "value_date": "2026-01-12 14:49:49"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:49", "currency": "JPY", "indicator": "pb_ratio", "value": "1.4637777168999744", "value_date": "2026-01-12 14:49:49"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:49", "currency": "JPY", "indicator": "market_cap", "value": "4825676795940.001", "value_date": "2026-01-12 14:49:49"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:49", "currency": "JPY", "indicator": "Rev_Abroad", "value": "86.05716369679564", "value_date": "2026-01-12 14:49:49"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-
+2026-01-12 14:49:48,961 - app.clients.bloomberg_client - INFO - ✅ Parsed 6 items from remote.
+2026-01-12 14:49:48,961 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'company_name', 'value': 'KOMATSU LTD', 'value_date': '2026-01-12 14:49:49'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'pe_ratio', 'value': '11.538204871538206', 'value_date': '2026-01-12 14:49:49'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'pb_ratio', 'value': '1.4637777168999744', 'value_date': '2026-01-12 14:49:49'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'market_cap', 'value': '4825676795940.001', 'value_date': '2026-01-12 14:49:49'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'Rev_Abroad', 'value': '86.05716369679564', 'value_date': '2026-01-12 14:49:49'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 14:49:49', 'currency': 'JPY', 'indicator': 'dividend_yield', 'value': '3.894351262772315', 'value_date': '2026-01-12 14:49:49'}]
+2026-01-12 14:49:49,780 - app.clients.bloomberg_client - INFO - ✅ Saved 6 records to database.
+2026-01-12 14:49:49,781 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:49:49,781 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=正在获取货币指标 (JPY)..., Progress=41%
+2026-01-12 14:49:50,861 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Revenue", "value": "1854964.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Net_Income", "value": "137426.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Cash_From_Operating", "value": "319634.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Capital_Expenditure", "value": "-166479.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Free_Cash_Flow", "value": "153155.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:49:50", "currency": "JPY", "indicator": "Dividends_Paid",
+2026-01-12 14:49:50,862 - app.clients.bloomberg_client - INFO - ✅ Parsed 248 items from remote.
+2026-01-12 14:50:05,970 - app.clients.bloomberg_client - INFO - ✅ Saved 248 records to database.
+2026-01-12 14:50:05,972 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:50:05,973 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:50:08,245 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "ROE", "value": "9.0222", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "ROA", "value": "5.0776", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "ROCE", "value": "10.4918", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "Gross_Margin", "value": "29.0675", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "EBITDA_margin", "value": "17.3073", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:07", "currency": "JPY", "indicator": "Net_Profit_Margin", "value": "7.4086", "value_date": "2016-
+2026-01-12 14:50:08,245 - app.clients.bloomberg_client - INFO - ✅ Parsed 200 items from remote.
+2026-01-12 14:50:21,679 - app.clients.bloomberg_client - INFO - ✅ Saved 200 records to database.
+2026-01-12 14:50:21,680 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:50:21,680 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:50:22,256 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:50:23,865 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Last_Price", "value": "1916.0", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Market_Cap", "value": "1862290.02", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Dividend_Yield", "value": "3.0271", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Last_Price", "value": "2901.5", "value_date": "2017-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Market_Cap", "value": "2820164.1404", "value_date": "2017-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 14:50:22", "currency": "JPY", "indicator": "Dividend_Yield", "value": "1.999"
+2026-01-12 14:50:23,866 - app.clients.bloomberg_client - INFO - ✅ Parsed 30 items from remote.
+2026-01-12 14:50:26,009 - app.clients.bloomberg_client - INFO - ✅ Saved 30 records to database.
+2026-01-12 14:50:26,009 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:50:27,009 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:50:27,009 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 6301 JP Equity
+2026-01-12 14:50:27,009 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:50:27,898 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=75, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 14:51:20,076 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 14:51:20,584 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 14:51:21,537 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 14:51:21,567 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 14:51:21,624 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 14:51:21,628 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=数据源连接成功, Progress=10%
+2026-01-12 14:51:22,917 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 14:51:23,220 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 14:51:23,220 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 14:51:24,335 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 14:51:24,335 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 14:51:24,335 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 14:51:25,182 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:25", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 14:51:25"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:25", "currency": "HKD", "indicator": "pe_ratio", "value": "20.029578510589843", "value_date": "2026-01-12 14:51:25"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:25", "currency": "HKD", "indicator": "pb_ratio", "value": "2.120626607566665", "value_date": "2026-01-12 14:51:25"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:25", "currency": "HKD", "indicator": "market_cap", "value": "29770569126.09", "value_date": "2026-01-12 14:51:25"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:25", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 14:51:25"}, {"Company_code": "00631 HK Equity", "update
+2026-01-12 14:51:25,183 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 14:51:25,183 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '20.029578510589843', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.120626607566665', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29770569126.09', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.1487512666161748', 'value_date': '2026-01-12 14:51:25'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 14:51:25', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 14:51:25'}]
+2026-01-12 14:51:26,622 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 14:51:26,624 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 14:51:26,624 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 14:51:27,834 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:27", "currency": "HKD", "indicator": "Dividend
+2026-01-12 14:51:27,835 - app.clients.bloomberg_client - INFO - ✅ Parsed 213 items from remote.
+2026-01-12 14:51:37,677 - app.clients.bloomberg_client - INFO - ✅ Saved 213 records to database.
+2026-01-12 14:51:37,679 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 14:51:37,679 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 14:51:39,919 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "Net_Profit_Margin", "value": "-34.9855", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:39", "currency": "HKD", "indicator": "Tax_Rate", "value": "0.25", "value_da
+2026-01-12 14:51:39,919 - app.clients.bloomberg_client - INFO - ✅ Parsed 150 items from remote.
+2026-01-12 14:51:50,298 - app.clients.bloomberg_client - INFO - ✅ Saved 150 records to database.
+2026-01-12 14:51:50,300 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 14:51:50,300 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 14:51:50,718 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch.
+2026-01-12 14:51:51,380 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Last_Price", "value": "1.24", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Market_Cap", "value": "3770.8709", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Last_Price", "value": "1.71", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Market_Cap", "value": "5200.1528", "value_date": "2017-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Last_Price", "value": "2.67", "value_date": "2018-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 14:51:50", "currency": "HKD", "indicator": "Market_Cap", "value": "8119.5368", "value
+2026-01-12 14:51:51,380 - app.clients.bloomberg_client - INFO - ✅ Parsed 25 items from remote.
+2026-01-12 14:51:53,217 - app.clients.bloomberg_client - INFO - ✅ Saved 25 records to database.
+2026-01-12 14:51:53,218 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=Finalizing data..., Progress=82%
+2026-01-12 14:51:54,383 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 14:51:54,384 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 14:51:54,384 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 14:51:54,664 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=76, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 15:00:38,249 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 15:00:39,187 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 15:00:39,747 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 15:00:39,779 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 15:00:39,850 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 15:00:39,850 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=数据源连接成功, Progress=10%
+2026-01-12 15:00:40,301 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 15:00:40,995 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 6301 JP Equity
+2026-01-12 15:00:40,995 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 15:00:41,901 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 15:00:41,901 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 15:00:41,901 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 15:00:43,438 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:43", "currency": "CNY", "indicator": "company_name", "value": "KOMATSU LTD", "value_date": "2026-01-12 15:00:43"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:43", "currency": "CNY", "indicator": "pe_ratio", "value": "11.538204871538206", "value_date": "2026-01-12 15:00:43"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:43", "currency": "CNY", "indicator": "pb_ratio", "value": "1.4637777168999744", "value_date": "2026-01-12 15:00:43"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:43", "currency": "CNY", "indicator": "market_cap", "value": "4825676795940.001", "value_date": "2026-01-12 15:00:43"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:43", "currency": "CNY", "indicator": "Rev_Abroad", "value": "86.05716369679564", "value_date": "2026-01-12 15:00:43"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-
+2026-01-12 15:00:43,438 - app.clients.bloomberg_client - INFO - ✅ Parsed 6 items from remote.
+2026-01-12 15:00:43,439 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'company_name', 'value': 'KOMATSU LTD', 'value_date': '2026-01-12 15:00:43'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'pe_ratio', 'value': '11.538204871538206', 'value_date': '2026-01-12 15:00:43'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'pb_ratio', 'value': '1.4637777168999744', 'value_date': '2026-01-12 15:00:43'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'market_cap', 'value': '4825676795940.001', 'value_date': '2026-01-12 15:00:43'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'Rev_Abroad', 'value': '86.05716369679564', 'value_date': '2026-01-12 15:00:43'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:00:43', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '3.894351262772315', 'value_date': '2026-01-12 15:00:43'}]
+2026-01-12 15:00:45,449 - app.clients.bloomberg_client - INFO - ✅ Saved 6 records to database.
+2026-01-12 15:00:45,450 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 15:00:45,450 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 15:00:46,868 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Revenue", "value": "98388.5158", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Net_Income", "value": "7289.1658", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Cash_From_Operating", "value": "16953.5985", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Capital_Expenditure", "value": "-8830.1561", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Free_Cash_Flow", "value": "8123.4424", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:00:46", "currency": "CNY", "indicator": "Dividends_
+2026-01-12 15:00:46,869 - app.clients.bloomberg_client - INFO - ✅ Parsed 248 items from remote.
+2026-01-12 15:01:02,833 - app.clients.bloomberg_client - INFO - ✅ Saved 248 records to database.
+2026-01-12 15:01:02,835 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 15:01:02,835 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 15:01:03,945 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "ROE", "value": "9.0222", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "ROA", "value": "5.0776", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "ROCE", "value": "10.4918", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "Gross_Margin", "value": "29.0675", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "EBITDA_margin", "value": "17.3073", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:03", "currency": "CNY", "indicator": "Net_Profit_Margin", "value": "7.4086", "value_date": "2016-
+2026-01-12 15:01:03,946 - app.clients.bloomberg_client - INFO - ✅ Parsed 200 items from remote.
+2026-01-12 15:01:16,421 - app.clients.bloomberg_client - INFO - ✅ Saved 200 records to database.
+2026-01-12 15:01:16,422 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 15:01:16,422 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 15:01:17,447 - app.clients.bloomberg_client - WARNING - No revenue dates found. Falling back to yearly price fetch (Dec 31).
+2026-01-12 15:01:30,781 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Last_Price", "value": "223.73673", "value_date": "2025-12-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Market_Cap", "value": "208151.3659", "value_date": "2025-12-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Dividend_Yield", "value": "4.04", "value_date": "2025-12-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Last_Price", "value": "202.05148", "value_date": "2024-12-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Market_Cap", "value": "192141.4848", "value_date": "2024-12-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:01:17", "currency": "CNY", "indicator": "Dividend_Yield", "value": "4.
+2026-01-12 15:01:30,783 - app.clients.bloomberg_client - INFO - ✅ Parsed 30 items from remote.
+2026-01-12 15:01:33,358 - app.clients.bloomberg_client - INFO - ✅ Saved 30 records to database.
+2026-01-12 15:01:33,358 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=Finalizing data..., Progress=82%
+2026-01-12 15:01:34,774 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 15:01:34,774 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 6301 JP Equity
+2026-01-12 15:01:34,775 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 15:01:35,316 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=77, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 15:03:03,280 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 15:03:04,370 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 15:03:04,916 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 15:03:04,945 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 15:03:05,071 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 15:03:05,196 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=数据源连接成功, Progress=10%
+2026-01-12 15:03:06,469 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 15:03:06,746 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 6301 JP Equity
+2026-01-12 15:03:06,746 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 15:03:07,404 - app.clients.bloomberg_client - INFO - Using forced currency: CNY
+2026-01-12 15:03:07,405 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 15:03:07,406 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 15:03:08,864 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:09", "currency": "CNY", "indicator": "company_name", "value": "KOMATSU LTD", "value_date": "2026-01-12 15:03:09"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:09", "currency": "CNY", "indicator": "pe_ratio", "value": "11.538204871538206", "value_date": "2026-01-12 15:03:09"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:09", "currency": "CNY", "indicator": "pb_ratio", "value": "1.4637777168999744", "value_date": "2026-01-12 15:03:09"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:09", "currency": "CNY", "indicator": "market_cap", "value": "4825676795940.001", "value_date": "2026-01-12 15:03:09"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:09", "currency": "CNY", "indicator": "Rev_Abroad", "value": "86.05716369679564", "value_date": "2026-01-12 15:03:09"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-
+2026-01-12 15:03:08,865 - app.clients.bloomberg_client - INFO - ✅ Parsed 6 items from remote.
+2026-01-12 15:03:08,865 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'company_name', 'value': 'KOMATSU LTD', 'value_date': '2026-01-12 15:03:09'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'pe_ratio', 'value': '11.538204871538206', 'value_date': '2026-01-12 15:03:09'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'pb_ratio', 'value': '1.4637777168999744', 'value_date': '2026-01-12 15:03:09'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'market_cap', 'value': '4825676795940.001', 'value_date': '2026-01-12 15:03:09'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'Rev_Abroad', 'value': '86.05716369679564', 'value_date': '2026-01-12 15:03:09'}, {'Company_code': '6301 JP Equity', 'update_date': '2026-01-12 15:03:09', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '3.894351262772315', 'value_date': '2026-01-12 15:03:09'}]
+2026-01-12 15:03:10,135 - app.clients.bloomberg_client - INFO - ✅ Saved 6 records to database.
+2026-01-12 15:03:10,135 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 15:03:10,136 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 15:03:11,570 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Revenue", "value": "98388.5158", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Net_Income", "value": "7289.1658", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Cash_From_Operating", "value": "16953.5985", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Capital_Expenditure", "value": "-8830.1561", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Free_Cash_Flow", "value": "8123.4424", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:10", "currency": "CNY", "indicator": "Dividends_
+2026-01-12 15:03:11,570 - app.clients.bloomberg_client - INFO - ✅ Parsed 248 items from remote.
+2026-01-12 15:03:29,582 - app.clients.bloomberg_client - INFO - ✅ Saved 248 records to database.
+2026-01-12 15:03:29,585 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 15:03:29,585 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 15:03:30,903 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "ROE", "value": "9.0222", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "ROA", "value": "5.0776", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "ROCE", "value": "10.4918", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "Gross_Margin", "value": "29.0675", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "EBITDA_margin", "value": "17.3073", "value_date": "2016-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:30", "currency": "CNY", "indicator": "Net_Profit_Margin", "value": "7.4086", "value_date": "2016-
+2026-01-12 15:03:30,904 - app.clients.bloomberg_client - INFO - ✅ Parsed 200 items from remote.
+2026-01-12 15:03:42,872 - app.clients.bloomberg_client - INFO - ✅ Saved 200 records to database.
+2026-01-12 15:03:42,874 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 15:03:42,874 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 15:03:44,697 - app.clients.bloomberg_client - INFO - Found 10 revenue reporting dates. Fetching aligned price data...
+2026-01-12 15:03:57,466 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Last_Price", "value": "208.47187", "value_date": "2025-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Market_Cap", "value": "198246.9783", "value_date": "2025-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Dividend_Yield", "value": "4.4124", "value_date": "2025-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Last_Price", "value": "211.10676", "value_date": "2024-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Market_Cap", "value": "205578.0066", "value_date": "2024-03-31"}, {"Company_code": "6301 JP Equity", "update_date": "2026-01-12 15:03:44", "currency": "CNY", "indicator": "Dividend_Yield", "value": "
+2026-01-12 15:03:57,467 - app.clients.bloomberg_client - INFO - ✅ Parsed 30 items from remote.
+2026-01-12 15:04:01,642 - app.clients.bloomberg_client - INFO - ✅ Saved 30 records to database.
+2026-01-12 15:04:01,642 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=Finalizing data..., Progress=82%
+2026-01-12 15:04:03,197 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 15:04:03,198 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 6301 JP Equity
+2026-01-12 15:04:03,199 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 15:04:03,616 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=78, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 18:12:48,235 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 18:12:49,501 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 18:12:49,900 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 18:12:50,098 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 18:12:50,156 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 18:12:50,156 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=数据源连接成功, Progress=10%
+2026-01-12 18:12:51,415 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 18:12:53,347 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 000725 CH Equity
+2026-01-12 18:12:53,347 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 18:12:54,548 - app.clients.bloomberg_client - INFO - Using auto-detected currency: CNY
+2026-01-12 18:12:54,548 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 18:12:54,548 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 18:12:55,901 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:56", "currency": "CNY", "indicator": "company_name", "value": "BOE TECHNOLOGY GROUP CO LT-A", "value_date": "2026-01-12 18:12:56"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:56", "currency": "CNY", "indicator": "pe_ratio", "value": "25.959361598462067", "value_date": "2026-01-12 18:12:56"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:56", "currency": "CNY", "indicator": "pb_ratio", "value": "1.2417412746613823", "value_date": "2026-01-12 18:12:56"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:56", "currency": "CNY", "indicator": "market_cap", "value": "164036307936.54987", "value_date": "2026-01-12 18:12:56"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:56", "currency": "CNY", "indicator": "Rev_Abroad", "value": "49.83268989557015", "value_date": "2026-01-12 18:12:56"}, {"Company_code": "000725 CH Equ
+2026-01-12 18:12:55,905 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 18:12:55,906 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'company_name', 'value': 'BOE TECHNOLOGY GROUP CO LT-A', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'pe_ratio', 'value': '25.959361598462067', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'pb_ratio', 'value': '1.2417412746613823', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'market_cap', 'value': '164036307936.54987', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'Rev_Abroad', 'value': '49.83268989557015', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '1.1210762498891942', 'value_date': '2026-01-12 18:12:56'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:12:56', 'currency': 'CNY', 'indicator': 'IPO_date', 'value': '2001-01-12', 'value_date': '2026-01-12 18:12:56'}]
+2026-01-12 18:12:56,950 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 18:12:56,951 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 18:12:56,951 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 18:13:00,033 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator": "Revenue", "value": "68895.659", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator": "Net_Income", "value": "1882.5717", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator": "Cash_From_Operating", "value": "8308.9467", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator": "Capital_Expenditure", "value": "-30702.6147", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator": "Free_Cash_Flow", "value": "-22393.668", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:12:59", "currency": "CNY", "indicator":
+2026-01-12 18:13:00,034 - app.clients.bloomberg_client - INFO - ✅ Parsed 225 items from remote.
+2026-01-12 18:13:21,758 - app.clients.bloomberg_client - INFO - ✅ Saved 225 records to database.
+2026-01-12 18:13:21,759 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 18:13:21,760 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 18:13:22,781 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "ROE", "value": "2.4107", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "ROA", "value": "1.0525", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "ROCE", "value": "2.905", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "Gross_Margin", "value": "17.8675", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "EBITDA_margin", "value": "18.8079", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:22", "currency": "CNY", "indicator": "Net_Profit_Margin", "value": "2.7325", "value_dat
+2026-01-12 18:13:22,781 - app.clients.bloomberg_client - INFO - ✅ Parsed 175 items from remote.
+2026-01-12 18:13:42,509 - app.clients.bloomberg_client - INFO - ✅ Saved 175 records to database.
+2026-01-12 18:13:42,510 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 18:13:42,510 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 18:13:43,034 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 18:13:53,991 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Last_Price", "value": "4.39", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Market_Cap", "value": "163990.883", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Dividend_Yield", "value": "0.6834", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Last_Price", "value": "3.9", "value_date": "2023-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Market_Cap", "value": "145742.6957", "value_date": "2023-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:13:43", "currency": "CNY", "indicator": "Dividend_Yield", "value": "
+2026-01-12 18:13:53,992 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 18:13:56,649 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 18:13:56,649 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=Finalizing data..., Progress=82%
+2026-01-12 18:13:59,126 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 18:13:59,127 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 000725 CH Equity
+2026-01-12 18:13:59,127 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 18:13:59,568 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=79, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 18:50:10,831 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 18:50:11,898 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 18:50:12,774 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 18:50:12,816 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 18:50:12,900 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 18:50:12,900 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=数据源连接成功, Progress=10%
+2026-01-12 18:50:13,188 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 18:50:13,808 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 000725 CH Equity
+2026-01-12 18:50:13,808 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 18:50:14,304 - app.clients.bloomberg_client - INFO - Using auto-detected currency: CNY
+2026-01-12 18:50:14,305 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 18:50:14,305 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 18:50:16,663 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:17", "currency": "CNY", "indicator": "company_name", "value": "BOE TECHNOLOGY GROUP CO LT-A", "value_date": "2026-01-12 18:50:17"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:17", "currency": "CNY", "indicator": "pe_ratio", "value": "25.959361598462067", "value_date": "2026-01-12 18:50:17"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:17", "currency": "CNY", "indicator": "pb_ratio", "value": "1.2417412746613823", "value_date": "2026-01-12 18:50:17"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:17", "currency": "CNY", "indicator": "Rev_Abroad", "value": "49.83268989557015", "value_date": "2026-01-12 18:50:17"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:17", "currency": "CNY", "indicator": "dividend_yield", "value": "1.1210762498891942", "value_date": "2026-01-12 18:50:17"}, {"Company_code": "000725 CH
+2026-01-12 18:50:16,664 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 18:50:16,664 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'company_name', 'value': 'BOE TECHNOLOGY GROUP CO LT-A', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'pe_ratio', 'value': '25.959361598462067', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'pb_ratio', 'value': '1.2417412746613823', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'Rev_Abroad', 'value': '49.83268989557015', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'dividend_yield', 'value': '1.1210762498891942', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'IPO_date', 'value': '2001-01-12', 'value_date': '2026-01-12 18:50:17'}, {'Company_code': '000725 CH Equity', 'update_date': '2026-01-12 18:50:17', 'currency': 'CNY', 'indicator': 'market_cap', 'value': '164036.2257', 'value_date': '2026-01-12 18:50:17'}]
+2026-01-12 18:50:17,449 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 18:50:17,449 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 18:50:17,450 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=正在获取货币指标 (CNY)..., Progress=41%
+2026-01-12 18:50:18,858 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator": "Revenue", "value": "68895.659", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator": "Net_Income", "value": "1882.5717", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator": "Cash_From_Operating", "value": "8308.9467", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator": "Capital_Expenditure", "value": "-30702.6147", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator": "Free_Cash_Flow", "value": "-22393.668", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:18", "currency": "CNY", "indicator":
+2026-01-12 18:50:18,864 - app.clients.bloomberg_client - INFO - ✅ Parsed 225 items from remote.
+2026-01-12 18:50:41,919 - app.clients.bloomberg_client - INFO - ✅ Saved 225 records to database.
+2026-01-12 18:50:41,920 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 18:50:41,920 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 18:50:43,550 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "ROE", "value": "2.4107", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "ROA", "value": "1.0525", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "ROCE", "value": "2.905", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "Gross_Margin", "value": "17.8675", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "EBITDA_margin", "value": "18.8079", "value_date": "2016-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:50:43", "currency": "CNY", "indicator": "Net_Profit_Margin", "value": "2.7325", "value_dat
+2026-01-12 18:50:43,551 - app.clients.bloomberg_client - INFO - ✅ Parsed 175 items from remote.
+2026-01-12 18:51:00,614 - app.clients.bloomberg_client - INFO - ✅ Saved 175 records to database.
+2026-01-12 18:51:00,616 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 18:51:00,616 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 18:51:01,579 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 18:51:12,149 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Last_Price", "value": "4.39", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Market_Cap", "value": "163990.883", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Dividend_Yield", "value": "0.6834", "value_date": "2024-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Last_Price", "value": "3.9", "value_date": "2023-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Market_Cap", "value": "145742.6957", "value_date": "2023-12-31"}, {"Company_code": "000725 CH Equity", "update_date": "2026-01-12 18:51:01", "currency": "CNY", "indicator": "Dividend_Yield", "value": "
+2026-01-12 18:51:12,150 - app.clients.bloomberg_client - INFO - ✅ Parsed 27 items from remote.
+2026-01-12 18:51:20,135 - app.clients.bloomberg_client - INFO - ✅ Saved 27 records to database.
+2026-01-12 18:51:20,137 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=Finalizing data..., Progress=82%
+2026-01-12 18:51:21,801 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 18:51:21,802 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 000725 CH Equity
+2026-01-12 18:51:21,803 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 18:51:24,153 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=80, Msg=Bloomberg 数据同步完成, Progress=100%
+2026-01-12 19:07:13,245 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=正在初始化数据获取..., Progress=0%
+2026-01-12 19:07:15,033 - app.clients.bloomberg_client - INFO - Connecting to Jupyter at http://192.168.3.161:8888...
+2026-01-12 19:07:16,023 - app.clients.bloomberg_client - INFO - ✅ Authentication successful.
+2026-01-12 19:07:16,065 - app.clients.bloomberg_client - INFO - ✅ Found existing kernel: bc27f3b1-b028-434a-99fa-c1cad4495a87 (remote_env)
+2026-01-12 19:07:16,139 - app.clients.bloomberg_client - INFO - ✅ WebSocket connected.
+2026-01-12 19:07:16,140 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=数据源连接成功, Progress=10%
+2026-01-12 19:07:17,324 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=正在连接 Bloomberg 终端..., Progress=20%
+2026-01-12 19:07:18,445 - app.clients.bloomberg_client - INFO - 🚀 Starting fetch for: 00631 HK Equity
+2026-01-12 19:07:18,447 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=Starting Bloomberg session..., Progress=20%
+2026-01-12 19:07:19,414 - app.clients.bloomberg_client - INFO - Using auto-detected currency: HKD
+2026-01-12 19:07:19,414 - app.clients.bloomberg_client - INFO - Fetching Basic Data...
+2026-01-12 19:07:19,415 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=Fetching Company Basic Info..., Progress=27%
+2026-01-12 19:07:22,487 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:23", "currency": "HKD", "indicator": "company_name", "value": "SANY HEAVY EQUIPMENT INTL", "value_date": "2026-01-12 19:07:23"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:23", "currency": "HKD", "indicator": "pe_ratio", "value": "19.933741441016245", "value_date": "2026-01-12 19:07:23"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:23", "currency": "HKD", "indicator": "pb_ratio", "value": "2.110479881831945", "value_date": "2026-01-12 19:07:23"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:23", "currency": "HKD", "indicator": "Rev_Abroad", "value": "37.287945521334656", "value_date": "2026-01-12 19:07:23"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:23", "currency": "HKD", "indicator": "dividend_yield", "value": "3.162486277593781", "value_date": "2026-01-12 19:07:23"}, {"Company_code": "00631 HK Equity", 
+2026-01-12 19:07:22,488 - app.clients.bloomberg_client - INFO - ✅ Parsed 7 items from remote.
+2026-01-12 19:07:22,488 - app.clients.bloomberg_client - INFO - DEBUG: basic_data before save: [{'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'company_name', 'value': 'SANY HEAVY EQUIPMENT INTL', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'pe_ratio', 'value': '19.933741441016245', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'pb_ratio', 'value': '2.110479881831945', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'Rev_Abroad', 'value': '37.287945521334656', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'dividend_yield', 'value': '3.162486277593781', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'IPO_date', 'value': '2009-11-25', 'value_date': '2026-01-12 19:07:23'}, {'Company_code': '00631 HK Equity', 'update_date': '2026-01-12 19:07:23', 'currency': 'HKD', 'indicator': 'market_cap', 'value': '29641.2727', 'value_date': '2026-01-12 19:07:23'}]
+2026-01-12 19:07:23,816 - app.clients.bloomberg_client - INFO - ✅ Saved 7 records to database.
+2026-01-12 19:07:23,818 - app.clients.bloomberg_client - INFO - Fetching Currency Data...
+2026-01-12 19:07:23,818 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=正在获取货币指标 (HKD)..., Progress=41%
+2026-01-12 19:07:26,292 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Revenue", "value": "2152.9812", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Net_Income", "value": "-753.2314", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Cash_From_Operating", "value": "1557.419", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Capital_Expenditure", "value": "-179.3705", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Free_Cash_Flow", "value": "1378.0485", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:24", "currency": "HKD", "indicator": "Dividend
+2026-01-12 19:07:26,293 - app.clients.bloomberg_client - INFO - ✅ Parsed 213 items from remote.
+2026-01-12 19:07:47,000 - app.clients.bloomberg_client - INFO - ✅ Saved 213 records to database.
+2026-01-12 19:07:47,006 - app.clients.bloomberg_client - INFO - Fetching Non-Currency Data...
+2026-01-12 19:07:47,006 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=正在获取非货币指标..., Progress=55%
+2026-01-12 19:07:48,166 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "ROE", "value": "-10.132", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "ROA", "value": "-6.0025", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "Gross_Margin", "value": "14.994", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "EBITDA_margin", "value": "-28.2708", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "Net_Profit_Margin", "value": "-34.9855", "value_date": "2016-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:07:47", "currency": "HKD", "indicator": "Tax_Rate", "value": "0.25", "value_da
+2026-01-12 19:07:48,168 - app.clients.bloomberg_client - INFO - ✅ Parsed 150 items from remote.
+2026-01-12 19:08:07,614 - app.clients.bloomberg_client - INFO - ✅ Saved 150 records to database.
+2026-01-12 19:08:07,618 - app.clients.bloomberg_client - INFO - Fetching Price Data (Aligned)...
+2026-01-12 19:08:07,619 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=正在获取价格指标..., Progress=69%
+2026-01-12 19:08:08,123 - app.clients.bloomberg_client - INFO - Found 9 revenue reporting dates. Fetching aligned price data...
+2026-01-12 19:08:18,378 - app.clients.bloomberg_client - INFO - REMOTE RAW OUTPUT: JSON_START
+[{"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Last_Price", "value": "4.51", "value_date": "2024-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Market_Cap", "value": "14494.6462", "value_date": "2024-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Dividend_Yield", "value": "4.2129", "value_date": "2024-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Last_Price", "value": "7.55", "value_date": "2023-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Market_Cap", "value": "24081.9354", "value_date": "2023-12-31"}, {"Company_code": "00631 HK Equity", "update_date": "2026-01-12 19:08:08", "currency": "HKD", "indicator": "Dividend_Yield", "value": "2.5166
+2026-01-12 19:08:18,379 - app.clients.bloomberg_client - INFO - ✅ Parsed 25 items from remote.
+2026-01-12 19:08:23,531 - app.clients.bloomberg_client - INFO - ✅ Saved 25 records to database.
+2026-01-12 19:08:23,532 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=Finalizing data..., Progress=82%
+2026-01-12 19:08:25,393 - app.clients.bloomberg_client - INFO - ✅ Cleanup and View Refresh completed.
+2026-01-12 19:08:25,394 - app.clients.bloomberg_client - INFO - ✅ Completed processing for 00631 HK Equity
+2026-01-12 19:08:25,394 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=Bloomberg data sync complete, Progress=90%
+2026-01-12 19:08:26,834 - app.services.data_fetcher_service - INFO - 🔄 [进度更新] ID=81, Msg=Bloomberg 数据同步完成, Progress=100%

backend/test_bloomberg_market_cap.py

@@ -0,0 +1,61 @@
+
+import sys
+import os
+import logging
+import json
+from datetime import datetime, timedelta
+
+# Add app to path
+sys.path.append(os.path.join(os.path.dirname(__file__), 'app'))
+
+from app.clients.bloomberg_client import BloombergClient
+
+# Config logging
+logging.basicConfig(level=logging.INFO)
+
+def test_market_cap():
+    print("Initializing Client...")
+    client = BloombergClient()
+    
+    # Target: 6301 JP Equity (Komatsu Ltd)
+    company_code = "6301 JP Equity"
+    
+    # Dates to fetch (last few years)
+    dates = ["2023-03-31", "2024-03-31"] # Komatsu fiscal year end is usually March 31
+    
+    # 1. Fetch in JPY (Local)
+    print("\nfetching Market Cap in JPY...")
+    try:
+        data_jpy = client._fetch_price_by_dates_remote(
+            company_code=company_code, 
+            currency="JPY", 
+            dates=dates,
+            query_ticker=company_code
+        )
+        print("--- Result JPY ---")
+        print(json.dumps(data_jpy, indent=2, ensure_ascii=False))
+    except Exception as e:
+        print(f"Error JPY: {e}")
+        
+    # 2. Fetch in CNY (Converted) - Using Series Remote (Fallback Path)
+    print("\nfetching Market Cap in CNY (Series Remote Fallback)...")
+    try:
+        from app.clients.bloomberg_client import PRICE_CONFIG
+        
+        # We need to simulate the fallback call:
+        # price_data = self._fetch_series_remote(company_code, currency, PRICE_CONFIG, "price", query_ticker=query_ticker)
+        
+        data_cny = client._fetch_series_remote(
+            company_code=company_code, 
+            currency="CNY", 
+            config_dict=PRICE_CONFIG,
+            result_type="price",
+            query_ticker=company_code
+        )
+        print("--- Result CNY (Series) ---")
+        print(json.dumps(data_cny[:5], indent=2, ensure_ascii=False))
+    except Exception as e:
+        print(f"Error CNY: {e}")
+
+if __name__ == "__main__":
+    test_market_cap()

backend/test_bloomberg_series.py

@@ -0,0 +1,66 @@
+
+import sys
+import os
+import logging
+import json
+from datetime import datetime, timedelta
+
+# Add app to path
+sys.path.append(os.path.join(os.path.dirname(__file__), 'app'))
+
+from app.clients.bloomberg_client import BloombergClient
+
+# Config logging
+logging.basicConfig(level=logging.INFO)
+
+def test_series():
+    print("Initializing Client...")
+    client = BloombergClient()
+    
+    # Simulate the logic in fetch_company for HK
+    symbol = "00631"
+    market = "HK"
+    
+    # 1. Ticker Logic
+    mapped_market = "CH" if market == "CN" else market
+    company_code = f"{symbol} {mapped_market} Equity" # "00631 HK Equity"
+    
+    query_ticker = company_code
+    if market == "HK" or (len(company_code.split()) > 1 and company_code.split()[1] == "HK"):
+         parts = company_code.split()
+         ticker_part = parts[0]
+         if ticker_part.isdigit():
+             short_ticker = str(int(ticker_part))
+             query_ticker = f"{short_ticker} {' '.join(parts[1:])}" # "631 HK Equity"
+             
+    print(f"Company Code (Storage): {company_code}")
+    print(f"Query Ticker (Bloomberg): {query_ticker}")
+    
+    currency = "HKD"
+    
+    # 2. Test Currency Data Fetch (Revenue)
+    print("\nfetching Currency Data (Series)...")
+    curr_indicators = {
+        "Revenue": "SALES_REV_TURN"
+    }
+    
+    try:
+        # Call the internal method directly
+        data = client._fetch_series_remote(
+            company_code=company_code, 
+            currency=currency, 
+            config_dict=curr_indicators, 
+            result_type="currency", 
+            query_ticker=query_ticker
+        )
+        print("--- Result (First 5 items) ---")
+        print(json.dumps(data[:5], indent=2, ensure_ascii=False))
+        print(f"Total items: {len(data)}")
+    except Exception as e:
+        print(f"Error: {e}")
+
+    except Exception as e:
+        print(f"Error: {e}")
+
+if __name__ == "__main__":
+    test_series()

backend/verify_currency.py

@@ -0,0 +1,57 @@
+
+import sys
+import asyncio
+from app.clients.bloomberg_client import BloombergClient
+
+async def run():
+    client = BloombergClient()
+    company = "2503 JP Equity"
+    
+    # We want to check 2024-12-31 data for JPY, CNY, USD
+    currencies = ["JPY", "CNY", "USD"]
+    
+    print(f"Testing Market Cap for {company} on 2024-12-31 in {currencies}")
+
+    remote_code = f"""
+def test_currency():
+    company = "{company}"
+    currencies = {currencies}
+    date = "20241231"
+    
+    results = {{}}
+    
+    try:
+        for curr in currencies:
+            print(f"Fetching for {{curr}}...")
+            # Use BDH for historical specific date
+            df = bquery.bdh(
+                [company], 
+                ['CUR_MKT_CAP'],
+                start_date=date,
+                end_date=date,
+                options={{'currency': curr, 'periodicitySelection': 'DAILY', 'nonTradingDayFillOption': 'ALL_CALENDAR_DAYS', 'nonTradingDayFillMethod': 'PREVIOUS_VALUE'}}
+            )
+            
+            if not df.empty and 'CUR_MKT_CAP' in df.columns:
+                val = df['CUR_MKT_CAP'].iloc[0]
+                results[curr] = val
+            else:
+                results[curr] = "No Data"
+                
+    except Exception as e:
+        print(f"Error: {{e}}")
+        
+    import json
+    print("JSON_START")
+    print(json.dumps(results))
+    print("JSON_END")
+
+test_currency()
+"""
+    
+    result = client.execute_remote_code(remote_code)
+    print("\nCheck Result:")
+    print(result)
+
+if __name__ == "__main__":
+    asyncio.run(run())

backend/verify_historical_currency.py

@@ -0,0 +1,41 @@
+
+import sys
+import asyncio
+import json
+from app.clients.bloomberg_client import BloombergClient
+
+# Mock the PRICE_CONFIG to ensure we are fetching what we expect if it's not imported
+# But BloombergClient imports it from configuration. 
+# Let's rely on the real client.
+
+async def run():
+    client = BloombergClient()
+    company = "2503 JP Equity"
+    dates = ['2024-12-31', '2023-12-31', '2022-12-31', '2021-12-31', '2020-12-31', '2019-12-31', '2018-12-31', '2017-12-31', '2016-12-31']
+    
+    currencies = ["CNY"]
+    
+    print(f"Testing _fetch_price_by_dates_remote for {company} on {dates}...")
+
+    for curr in currencies:
+        print(f"\n--- Fetching in {curr} ---")
+        try:
+            # The method allows fetching price data for specific dates
+            # It uses PRICE_CONFIG which includes 'Market_Cap'
+            data = client._fetch_price_by_dates_remote(company, curr, dates)
+            
+            # Filter for Market_Cap to show user
+            mkt_caps = [d for d in data if d['indicator'] == 'Market_Cap']
+            
+            if mkt_caps:
+                for item in mkt_caps:
+                    print(f"Currency: {item['currency']}, Date: {item['value_date']}, Value: {item['value']}")
+            else:
+                print("No Market_Cap data returned.")
+                print("Raw data returned:", json.dumps(data, indent=2))
+                
+        except Exception as e:
+            print(f"Error fetching {curr}: {e}")
+
+if __name__ == "__main__":
+    asyncio.run(run())

frontend/src/app/page.tsx

@@ -19,6 +19,8 @@ import { Progress } from "@/components/ui/progress"
 import { formatTimestamp } from "@/lib/formatters"
 import { BloombergView } from "@/components/bloomberg-view"
 import { HeaderPortal } from "@/components/header-portal"
+import { AppSidebar } from "@/components/app-sidebar"
+import { StockChart } from "@/components/stock-chart"
 
 export default function Home() {
   const searchParams = useSearchParams()
@@ -27,18 +29,23 @@ export default function Home() {
   const [selectedCompany, setSelectedCompany] = useState<SearchResult | null>(null)
   const [selectedDataSource, setSelectedDataSource] = useState<string>("iFinD")
   const [companyId, setCompanyId] = useState<number | null>(null)
-  const [showFinancialData, setShowFinancialData] = useState(false)
   const [analysisId, setAnalysisId] = useState<number | null>(null)
   const [oneTimeModel, setOneTimeModel] = useState<string | undefined>(undefined)
+  const [currency, setCurrency] = useState<string>("Auto")
+
+  // View State (home, financial, chart)
+  const [currentView, setCurrentView] = useState<string>("home")
 
   // 处理公司选择
   const handleCompanySelect = (company: SearchResult, dataSource?: string) => {
     setSelectedCompany(company)
     setCompanyId(null)
-    setShowFinancialData(false)
     setAnalysisId(null)
     setOneTimeModel(undefined)
 
+    // Switch to financial view by default when company is selected
+    setCurrentView("financial")
+
     // 如果没有传入数据源，则根据市场设置默认值
     const targetDataSource = dataSource || (company.market === 'CN' ? 'Tushare' : 'iFinD')
     setSelectedDataSource(targetDataSource)
@@ -64,7 +71,6 @@ export default function Home() {
   // 数据准备就绪
   const handleDataReady = (id: number) => {
     setCompanyId(id)
-    setShowFinancialData(true)
   }
 
   // AI分析完成
@@ -72,20 +78,30 @@ export default function Home() {
     setAnalysisId(id)
   }
 
-  // 返回搜索
+  // 返回搜索 (Reset)
   const handleBackToSearch = () => {
     setSelectedCompany(null)
     setCompanyId(null)
-    setShowFinancialData(false)
     setAnalysisId(null)
     setOneTimeModel(undefined)
+    setCurrentView("home")
   }
 
-  return (
+  // Navigation Handler
-    <div className="min-h-screen w-full p-8">
+  const handleTabChange = (tab: string) => {
-      {/* 标题和描述 */}
+    if (tab === "home") {
-      {!selectedCompany && (
+      handleBackToSearch()
-        <div className="max-w-7xl mx-auto flex flex-col gap-8">
+    } else {
+      setCurrentView(tab)
+    }
+  }
+
+  // Render Content based on View
+  const renderContent = () => {
+    // Home View
+    if (!selectedCompany || currentView === "home") {
+      return (
+        <div className="max-w-7xl mx-auto flex flex-col gap-8 p-8">
           <div className="flex flex-col gap-4">
             <h1 className="text-3xl font-bold tracking-tight">股票分析</h1>
             <p className="text-muted-foreground">
@@ -98,183 +114,220 @@ export default function Home() {
             <SearchStockWithSelection onSelect={handleCompanySelect} />
           </div>
 
-          {/* 最近的报告 */}
+          {/* 历史记录 */}
-          <div className="flex flex-col gap-4 mt-8">
+          <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
-            <h2 className="text-2xl font-bold tracking-tight">最近的报告</h2>
+            <HistoryList onSelect={handleCompanySelect} />
-            <HistoryList />
           </div>
         </div>
-      )}
+      )
+    }
 
-      {selectedCompany && (
+    // Chart View
-        <div className="w-full">
+    if (currentView === "chart") {
-          <CompanyAnalysisView
+      return (
-            company={selectedCompany}
+        <div className="h-full p-4 flex flex-col gap-4">
-            dataSource={selectedDataSource}
+          {/* Top Navigation for Chart View */}
-            onBack={handleBackToSearch}
+          <div className="flex flex-row items-center justify-between px-2">
-            onDataSourceChange={setSelectedDataSource}
+            <div className="flex items-center gap-4">
-            oneTimeModel={oneTimeModel}
+              <Button variant="ghost" size="sm" onClick={handleBackToSearch} className="gap-2">
-          />
+                <ArrowLeft className="h-4 w-4" />
+                返回搜索
+              </Button>
+              <div className="flex items-center gap-2">
+                <h1 className="text-2xl font-bold">{selectedCompany.company_name}</h1>
+                <Badge variant="outline">{selectedCompany.symbol}</Badge>
+                <Badge>{selectedCompany.market}</Badge>
+              </div>
+            </div>
+          </div>
+          <StockChart symbol={selectedCompany.symbol} market={selectedCompany.market} />
         </div>
-      )}
+      )
+    }
+
+    // Financial Data View (Default fallback)
+    return (
+      <div className="w-full pl-2 pr-32 py-6 space-y-6">
+        {/* 顶部导航栏 (Portal Target) */}
+
+        <div className="grid grid-cols-1 gap-6">
+          {/* 数据源选择 */}
+          <div className="flex flex-col gap-4">
+            <div className="hidden">
+              <DataSourceSelector
+                market={selectedCompany.market}
+                selectedSource={selectedDataSource}
+                onSourceChange={setSelectedDataSource}
+              />
+            </div>
+
+            {/* 数据获取状态 */}
+            <CompanyAnalysisView
+              company={selectedCompany}
+              dataSource={selectedDataSource}
+              onDataReady={handleDataReady}
+              onAnalysisComplete={handleAnalysisComplete}
+              selectedModel={oneTimeModel}
+              currency={currency}
+              setCurrency={setCurrency}
+            />
+          </div>
+        </div>
+      </div>
+    )
+  }
+
+  return (
+    <div className="flex h-screen w-full bg-background overflow-hidden">
+      {/* Sidebar */}
+      <AppSidebar
+        activeTab={currentView}
+        onTabChange={handleTabChange}
+        hasSelectedCompany={!!selectedCompany}
+        className="flex-shrink-0 z-10"
+      />
+
+      {/* Main Content Area */}
+      <main className="flex-1 overflow-auto bg-background/50 relative">
+        {renderContent()}
+      </main>
     </div>
   )
 }
 
-// 拆分出单独的组件以使用Hooks
+// ----------------------------------------------------------------------
+// Sub-components
+// ----------------------------------------------------------------------
+
 function CompanyAnalysisView({
   company,
   dataSource,
-  onBack,
+  onDataReady,
-  onDataSourceChange,
+  onAnalysisComplete,
-  oneTimeModel
+  selectedModel,
+  currency,
+  setCurrency
 }: {
-  company: SearchResult,
+  company: SearchResult
-  dataSource: string,
+  dataSource: string
-  onBack: () => void,
+  onDataReady: (id: number) => void
-  onDataSourceChange: (ds: string) => void,
+  onAnalysisComplete: (id: number) => void
-  oneTimeModel?: string
+  selectedModel?: string
+  currency: string
+  setCurrency: (c: string) => void
 }) {
+
   const {
     status,
     loading,
     fetching,
-    updateStatus,
     error,
     fetchData,
-    checkStatus
+    checkStatus,
+    updateStatus
   } = useFinancialData(company, dataSource)
 
-  const [companyId, setCompanyId] = useState<number | null>(null)
+  const progress = updateStatus ? {
-  const [analysisId, setAnalysisId] = useState<number | null>(null)
+    percentage: updateStatus.progress_percentage || 0,
+    message: updateStatus.progress_message || ""
+  } : null
 
-  // 当数据就绪时设置companyId
   useEffect(() => {
-    if (status?.has_data && status.company_id) {
+    if (status && status.has_data && status.company_id) {
-      setCompanyId(status.company_id)
+      onDataReady(status.company_id)
-    } else {
-      setCompanyId(null)
     }
-  }, [status])
+  }, [status, onDataReady])
-
-  const handleAnalysisComplete = (id: number) => {
-    setAnalysisId(id)
-  }
-
-  const isUpdating = fetching && updateStatus
-  const progress = updateStatus?.progress_percentage || 0
-  const progressStatus = updateStatus?.progress_message || ""
-
-  const [currency, setCurrency] = useState("Auto")
 
   return (
     <div className="space-y-6">
+
+      {/* Header Controls */}
       <HeaderPortal>
-        <div className="flex items-center justify-end w-full gap-4 text-sm h-full">
+        <div className="flex items-center gap-2 mr-4 border-r pr-4">
-          {/* 0. Operation Buttons (Update Data) */}
+          <span className="font-bold whitespace-nowrap">{company.company_name}</span>
-          <Button
+          <Badge variant="outline" className="font-mono">{company.symbol}</Badge>
-            onClick={() => fetchData(true, currency)}
+          <Badge className="text-xs">{company.market}</Badge>
-            disabled={fetching}
-            variant={!status?.has_data ? "default" : "outline"}
-            size="sm"
-            className="h-8"
-          >
-            {fetching ? (
-              <Loader2 className="h-3.5 w-3.5 animate-spin mr-2" />
-            ) : (
-              <RefreshCw className="h-3.5 w-3.5 mr-2" />
-            )}
-            {status?.has_data ? "更新数据" : "获取数据"}
-          </Button>
-
-          {/* 0.5 Currency Selector */}
-          <div className="bg-muted/30 p-1 rounded-lg border flex items-center gap-1 h-8">
-            {["Auto", "CNY", "USD"].map((curr) => (
-              <button
-                key={curr}
-                onClick={() => setCurrency(curr)}
-                className={`
-                            px-2 py-0.5 text-xs font-medium rounded-md transition-all
-                            ${currency === curr
-                    ? "bg-background text-primary shadow-sm border"
-                    : "text-muted-foreground hover:bg-muted/50"}
-                        `}
-              >
-                {curr}
-              </button>
-            ))}
-          </div>
-
-          {/* 1. Status Display */}
-          <div className="flex items-center text-muted-foreground mr-auto">
-            {isUpdating ? (
-              <div className="flex items-center gap-2 text-xs font-mono bg-muted/50 rounded-full px-3 py-1 animate-pulse">
-                <span className="font-bold text-primary">{Math.round(progress)}%</span>
-                <span className="truncate max-w-[200px]">{progressStatus || "Processing..."}</span>
-              </div>
-            ) : (
-              status?.has_data && status.last_update && (
-                <div className="flex items-center gap-1.5 text-xs opacity-80">
-                  <CheckCircle2 className="h-3.5 w-3.5 text-green-500" />
-                  <span>已更新: {formatTimestamp(status.last_update.date)}</span>
-                </div>
-              )
-            )}
-          </div>
-
-          {/* 2. 公司基础信息 */}
-          <div className="flex items-center gap-3 border-l pl-4 border-r pr-4 h-8">
-            <span className="font-bold truncate max-w-[200px]">{company.company_name}</span>
-            <Badge variant="secondary" className="font-mono h-6">{company.market} {company.symbol}</Badge>
-          </div>
-
         </div>
+        <div className="flex items-center gap-2 mr-4">
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={() => fetchData(true, currency)}
+            disabled={loading || fetching}
+            className="gap-2"
+          >
+            {(loading || fetching) ? <Loader2 className="h-4 w-4 animate-spin" /> : <RefreshCw className="h-4 w-4" />}
+            {(loading || fetching) ? "更新中..." : "更新数据"}
+          </Button>
+        </div>
+
+        <div className="flex items-center space-x-1 mr-6 border rounded-md p-1 bg-muted/20">
+          {["Auto", "CNY", "USD"].map((opt) => (
+            <button
+              key={opt}
+              onClick={() => setCurrency(opt)}
+              className={`
+                            px-3 py-1 text-xs font-medium rounded-sm transition-all
+                            ${currency === opt
+                  ? "bg-background shadow-sm text-foreground"
+                  : "text-muted-foreground hover:text-foreground hover:bg-muted/50"}
+                        `}
+            >
+              {opt}
+            </button>
+          ))}
+        </div>
+
+        {fetching && (
+          <div className="flex items-center gap-2 mr-4 min-w-[200px]">
+            <span className="text-xs text-muted-foreground whitespace-nowrap">
+              {progress?.message || "准备中..."}
+            </span>
+            <Progress value={progress?.percentage || 0} className="h-2 w-20" />
+          </div>
+        )}
+
+        {!fetching && !loading && <div className="text-xs text-muted-foreground flex items-center gap-1">
+          <CheckCircle2 className="w-3 h-3 text-green-500" /> 已更新: {status?.last_update?.date ? formatTimestamp(status.last_update.date) : "无记录"}
+        </div>}
       </HeaderPortal>
 
-      {/* 数据状态详情 (Card) */}
+      {/* DataStatusCard usage removed because it duplicates logic and caused prop mismatch. 
+          Status is now handled by HeaderPortal controls. 
+      */}
+      {error && (
+        <div className="p-4 border border-destructive/50 bg-destructive/10 rounded-lg text-destructive flex items-center gap-2">
+          <Loader2 className="h-4 w-4" /> {/* Reuse icon or AlertCircle */}
+          <span>{error}</span>
+        </div>
+      )}
 
-
+      {dataSource === 'Bloomberg' ? (
-      {/* 财务数据表格 */}
+        status?.company_id && (
-      {status?.has_data && companyId && (
-        dataSource === 'Bloomberg' ? (
           <BloombergView
-            companyId={companyId}
             selectedCurrency={currency}
             userMarket={company.market}
+            companyId={status.company_id}
+            lastUpdate={status.last_update?.date}
           />
-        ) : (
+        )
+      ) : (
+        status?.company_id && (
           <FinancialTables
-            companyId={companyId}
+            companyId={status.company_id}
             dataSource={dataSource}
           />
         )
       )}
-
-      {/* AI 分析触发器 */}
-      {status?.has_data && companyId && !analysisId && (
-        <AnalysisTrigger
-          companyId={companyId}
-          dataSource={dataSource}
-          model={oneTimeModel}
-          onAnalysisComplete={handleAnalysisComplete}
-        />
-      )}
-
-      {/* AI 分析报告 */}
-      {analysisId && (
-        <AnalysisReport analysisId={analysisId} />
-      )}
     </div>
   )
 }
 
-
+function SearchStockWithSelection({ onSelect }: { onSelect: (c: SearchResult, s?: string) => void }) {
-// 搜索组件的包装器，添加选择功能
-function SearchStockWithSelection({ onSelect }: { onSelect: (company: SearchResult) => void }) {
   return (
     <Card>
       <CardHeader>
-        <CardTitle>开始新的分析</CardTitle>
+        <CardTitle>搜索股票</CardTitle>
       </CardHeader>
       <CardContent>
         <SearchStock onCompanySelect={onSelect} />

frontend/src/components/app-sidebar.tsx

@@ -0,0 +1,41 @@
+
+import { Home, LineChart, BarChart3, Search } from "lucide-react"
+import { cn } from "@/lib/utils"
+import { Button } from "@/components/ui/button"
+
+interface AppSidebarProps {
+    activeTab: string
+    onTabChange: (tab: string) => void
+    className?: string
+    hasSelectedCompany: boolean
+}
+
+export function AppSidebar({ activeTab, onTabChange, className, hasSelectedCompany }: AppSidebarProps) {
+    const navItems = [
+        { id: "home", label: "首页", icon: Home, disabled: false },
+        { id: "financial", label: "财务数据", icon: BarChart3, disabled: !hasSelectedCompany },
+        { id: "chart", label: "股价图", icon: LineChart, disabled: !hasSelectedCompany },
+    ]
+
+    return (
+        <div className={cn("w-64 border-r bg-card flex flex-col p-4 gap-2", className)}>
+
+            {navItems.map((item) => (
+                <Button
+                    key={item.id}
+                    variant={activeTab === item.id ? "secondary" : "ghost"}
+                    className={cn(
+                        "justify-start gap-3 h-12 text-base font-normal",
+                        activeTab === item.id && "bg-secondary font-medium",
+                        activeTab !== item.id && "text-muted-foreground"
+                    )}
+                    onClick={() => !item.disabled && onTabChange(item.id)}
+                    disabled={item.disabled}
+                >
+                    <item.icon className="h-5 w-5" />
+                    {item.label}
+                </Button>
+            ))}
+        </div>
+    )
+}

frontend/src/components/bloomberg-view.tsx

@@ -14,14 +14,17 @@ interface BloombergViewProps {
     onBack?: () => void
     selectedCurrency?: string
     userMarket?: string
+    lastUpdate?: string
 }
 
-export function BloombergView({ companyId, onBack, selectedCurrency = "Auto", userMarket }: BloombergViewProps) {
+export function BloombergView({ companyId, onBack, selectedCurrency = "Auto", userMarket, lastUpdate }: BloombergViewProps) {
     const [data, setData] = useState<FinancialDataResponse | null>(null)
     const [loading, setLoading] = useState(true)
     const [error, setError] = useState("")
 
     const loadData = async () => {
+        if (!companyId) return
+
         setLoading(true)
         setError("")
         try {
@@ -39,7 +42,7 @@ export function BloombergView({ companyId, onBack, selectedCurrency = "Auto", us
 
     useEffect(() => {
         loadData()
-    }, [companyId])
+    }, [companyId, lastUpdate])
 
     if (loading) {
         return (
@@ -69,16 +72,25 @@ export function BloombergView({ companyId, onBack, selectedCurrency = "Auto", us
     const mergedData = data.unified_data || []
 
     return (
-        <div className="space-y-8">
+        <div className="space-y-6">
-            <div className="flex items-center justify-between">
+            <div className="flex flex-col gap-4">
-                <h2 className="text-2xl font-bold flex items-center gap-2">
+                <div className="flex items-center justify-between flex-wrap gap-4">
-                    <DollarSign className="w-6 h-6" />
+                    <div className="flex items-center gap-6">
-                    Bloomberg 财务数据总览
+                        <h2 className="text-2xl font-bold flex items-center gap-2 whitespace-nowrap">
-                </h2>
+                            <DollarSign className="w-6 h-6" />
-                <Button variant="outline" size="sm" onClick={loadData}>
+                            财务概览
-                    <RefreshCw className="w-4 h-4 mr-2" />
+                        </h2>
-                    刷新数据
+                        {/* Insert Inline Header Info here */}
-                </Button>
+                        <BasicInfoHeader data={mergedData} selectedCurrency={selectedCurrency} userMarket={userMarket} />
+                    </div>
+
+                    <div className="flex gap-2 ml-auto">
+                        <Button variant="outline" size="sm" onClick={loadData}>
+                            <RefreshCw className="w-4 h-4 mr-2" />
+                            刷新数据
+                        </Button>
+                    </div>
+                </div>
             </div>
 
             <RawDataTable title="财务数据总表" data={mergedData} selectedCurrency={selectedCurrency} userMarket={userMarket} />
@@ -86,6 +98,150 @@ export function BloombergView({ companyId, onBack, selectedCurrency = "Auto", us
     )
 }
 
+// ---------------------------------------------------------------------------
+// Basic Info Header Component
+// ---------------------------------------------------------------------------
+function BasicInfoHeader({ data, selectedCurrency = "Auto", userMarket }: { data: any[], selectedCurrency?: string, userMarket?: string }) {
+    if (!data || data.length === 0) return null
+
+    // 1. Determine Target Currency (Logic shared with Table)
+    let targetCurrency = selectedCurrency
+    if (targetCurrency === "Auto" && userMarket) {
+        const market = userMarket.toUpperCase()
+        if (market.includes("JP")) targetCurrency = "JPY"
+        else if (market.includes("VN")) targetCurrency = "VND"
+        else if (market.includes("CN")) targetCurrency = "CNY"
+        else if (market.includes("HK")) targetCurrency = "HKD"
+        else targetCurrency = "USD"
+    }
+
+    // 2. Find Latest Valid Data for each field
+    // We sort data by date descending to get latest first.
+    // Note: 'end_date' is the reporting period, 'update_date' is when it was fetched. 
+    // Usually PE/PB/MarketCap are "current" values, so they might be associated with the latest reporting period or a special "current" row.
+    // Based on bloomberg logic, they are saved as time series. We take the latest available.
+
+    // Sort rows by date descending
+    const sortedRows = [...data].sort((a, b) => new Date(b.end_date).getTime() - new Date(a.end_date).getTime())
+
+    // Helper to find first non-null value
+    const findValue = (keys: string[]) => {
+        for (const row of sortedRows) {
+            // Check currency match if required (PE/PB/MarketCap are currency dependent usually, or at least MarketCap is)
+            // However, PE/PB are ratios.
+            // Strict currency check for everything to be safe?
+            if (targetCurrency !== 'Auto') {
+                if (row.currency && row.currency !== targetCurrency) continue
+            } else {
+                // If auto, try to match first row's currency if established, or just take any?
+                // Let's stick to the targetCurrency logic used in Table which resolved 'Auto' to a specific one if possible.
+            }
+
+            for (const key of keys) {
+                if (row[key] !== null && row[key] !== undefined && row[key] !== '') {
+                    return { value: row[key], row }
+                }
+            }
+        }
+        return null
+    }
+
+    // Extract Fields
+    const companyName = findValue(['company_name'])?.value || '-'
+
+    // Find latest update_date from ALL rows matching currency
+    let maxUpdateDate = ''
+    for (const row of data) {
+        if (targetCurrency !== 'Auto' && row.currency && row.currency !== targetCurrency) continue
+        if (row.update_date && row.update_date > maxUpdateDate) {
+            maxUpdateDate = row.update_date
+        }
+    }
+    const updateDate = maxUpdateDate
+    // update_date is a timestamp string "2023-10-xx 10:00:00". User wants "Day only".
+    const displayDate = updateDate ? formatDate(updateDate) : '-'
+
+    const pe = findValue(['pe', 'pe_ratio'])?.value
+    const pb = findValue(['pb', 'pb_ratio'])?.value
+    const marketCapTuple = findValue(['market_cap'])
+    const marketCap = marketCapTuple?.value
+    const marketCapCurrency = marketCapTuple?.row?.currency || targetCurrency
+
+    const abroadRev = findValue(['rev_abroad', 'pct_revenue_from_foreign_sources'])?.value
+    const divYield = findValue(['dividend_yield', 'dividend_12_month_yield'])?.value
+    const ipoDateRaw = findValue(['ipo_date', 'IPO_date', 'eqy_init_po_dt'])?.value
+    const ipoDate = ipoDateRaw ? formatDate(ipoDateRaw) : '-'
+
+    // Formatters
+    const formatRatio = (val: any) => {
+        if (val === undefined || val === null) return '-'
+        const num = parseFloat(val)
+        if (isNaN(num)) return '-'
+        return num.toFixed(2)
+    }
+
+    const formatPercent = (val: any) => {
+        if (val === undefined || val === null) return '-'
+        const num = parseFloat(val)
+        if (isNaN(num)) return '-'
+        return num.toFixed(2) + '%'
+    }
+
+    const formatMoney = (val: any, currency: string) => {
+        if (val === undefined || val === null) return '-'
+        let num = parseFloat(val)
+        if (isNaN(num)) return '-'
+
+        // Backend now returns Market Cap in Millions for ALL currencies (via BDH).
+        // To convert Millions to "Yi" (100 Million), we divide by 100.
+        // This applies uniformly to JPY, USD, CNY, etc.
+        num = num / 100
+
+        return num.toLocaleString('en-US', { maximumFractionDigits: 2 }) + ' 亿'
+    }
+
+    return (
+        <div className="flex items-center gap-6 text-sm bg-muted/30 px-4 py-2 rounded-lg border">
+            {/* Group 1: Identity */}
+            <div className="flex flex-col gap-0.5 border-r pr-6">
+                <span className="font-bold text-lg text-primary truncate max-w-[200px]" title={companyName}>{companyName}</span>
+                <div className="flex gap-3 text-xs text-muted-foreground">
+                    <span>IPO: {ipoDate}</span>
+                    <span>更新: {displayDate}</span>
+                </div>
+            </div>
+
+            {/* Group 2: Key Ratios */}
+            <div className="flex items-center gap-6">
+                <div className="flex flex-col items-center">
+                    <span className="text-muted-foreground text-xs scale-90">PE</span>
+                    <span className="font-mono font-bold text-base">{formatRatio(pe)}</span>
+                </div>
+                <div className="flex flex-col items-center">
+                    <span className="text-muted-foreground text-xs scale-90">PB</span>
+                    <span className="font-mono font-bold text-base">{formatRatio(pb)}</span>
+                </div>
+                <div className="flex flex-col items-center">
+                    <span className="text-muted-foreground text-xs scale-90">股息率</span>
+                    <span className="font-mono font-bold text-base">{formatPercent(divYield)}</span>
+                </div>
+            </div>
+
+            {/* Group 3: Market Size & Biz */}
+            <div className="flex items-center gap-6 border-l pl-6">
+                <div className="flex flex-col items-end">
+                    <span className="text-muted-foreground text-xs scale-90">市值 ({marketCapCurrency})</span>
+                    <span className="font-mono font-bold text-base text-blue-600 dark:text-blue-400">{formatMoney(marketCap, marketCapCurrency)}</span>
+                </div>
+                <div className="flex flex-col items-end">
+                    <span className="text-muted-foreground text-xs scale-90">海外收入</span>
+                    <span className="font-mono font-bold text-base">{formatPercent(abroadRev)}</span>
+                </div>
+            </div>
+        </div>
+    )
+}
+
 function RawDataTable({ data, title, selectedCurrency = "Auto", userMarket }: { data: any[], title: string, selectedCurrency?: string, userMarket?: string }) {
     if (!data || data.length === 0) {
         return (
@@ -418,7 +574,7 @@ function RawDataTable({ data, title, selectedCurrency = "Auto", userMarket }: {
                                         }
 
                                         return (
-                                            <TableCell key={date} className={`text-right px-4 font-mono ${highlightClass} ${textStyle}`}>
+                                            <TableCell key={date} className={`text-right px-4 tabular-nums ${highlightClass} ${textStyle}`} style={{ fontFamily: 'ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace' }}>
                                                 {formatCellValue(indicator, value)}
                                             </TableCell>
                                         )

frontend/src/components/financial-tables.tsx

@@ -155,7 +155,7 @@ function FinancialTable({ data, title }: FinancialTableProps) {
                         {data.map((row, idx) => (
                             <TableRow key={idx}>
                                 {columns.map((column) => (
-                                    <TableCell key={column} className="font-mono text-right">
+                                    <TableCell key={column} className="text-right tabular-nums" style={{ fontFamily: 'ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace' }}>
                                         {formatCellValue(column, row[column])}
                                     </TableCell>
                                 ))}
@@ -220,7 +220,7 @@ function TransposedFinancialTable({ data, title }: FinancialTableProps) {
                                 </TableCell>
                                 {/* 值 */}
                                 {sortedData.map((row, rowIdx) => (
-                                    <TableCell key={rowIdx} className="font-mono text-right px-4">
+                                    <TableCell key={rowIdx} className="text-right px-4 tabular-nums" style={{ fontFamily: 'ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace' }}>
                                         {formatCellValue(indicator, row[indicator])}
                                     </TableCell>
                                 ))}

frontend/src/components/history-list.tsx

@@ -1,13 +1,17 @@
 "use client"
 
 import { useEffect, useState } from "react"
-import Link from "next/link"
 import { getReports } from "@/lib/api"
 import { Badge } from "@/components/ui/badge"
 import { Card, CardContent, CardHeader, CardTitle, CardDescription } from "@/components/ui/card"
 import { Loader2 } from "lucide-react"
+import type { SearchResult } from "@/lib/types"
 
-export function HistoryList() {
+interface HistoryListProps {
+    onSelect?: (company: SearchResult, dataSource?: string) => void
+}
+
+export function HistoryList({ onSelect }: HistoryListProps) {
     const [reports, setReports] = useState<any[]>([])
     const [loading, setLoading] = useState(true)
 
@@ -22,37 +26,47 @@ export function HistoryList() {
     return (
         <div className="grid gap-4 md:grid-cols-2 lg:grid-cols-3">
             {reports.map((report: any) => (
-                <Link key={report.id} href={`/analysis/${report.id}`}>
+                <Card
-                    <Card className="hover:shadow-lg transition-shadow cursor-pointer">
+                    key={report.id}
-                        <CardHeader>
+                    className="hover:shadow-lg transition-shadow cursor-pointer"
-                            <CardTitle className="text-lg">{report.company_name}</CardTitle>
+                    onClick={() => {
-                            <CardDescription>
+                        if (onSelect) {
-                                {report.market} {report.symbol}
+                            onSelect({
-                            </CardDescription>
+                                symbol: report.symbol,
-                        </CardHeader>
+                                market: report.market,
-                        <CardContent>
+                                company_name: report.company_name
-                            <div className="flex items-center justify-between">
+                            }, report.data_source)
-                                <span className="text-sm text-muted-foreground">
+                        }
-                                    {new Date(report.created_at).toLocaleString('zh-CN')}
+                    }}
-                                </span>
+                >
-                                <Badge variant={
+                    <CardHeader>
-                                    report.status === "completed" ? "default" :
+                        <CardTitle className="text-lg">{report.company_name}</CardTitle>
-                                        report.status === "in_progress" ? "secondary" :
+                        <CardDescription>
-                                            report.status === "failed" ? "destructive" : "outline"
+                            {report.market} {report.symbol}
-                                }>
+                        </CardDescription>
-                                    {report.status === "completed" ? "已完成" :
+                    </CardHeader>
-                                        report.status === "in_progress" ? "进行中" :
+                    <CardContent>
-                                            report.status === "failed" ? "失败" : "待处理"}
+                        <div className="flex items-center justify-between">
-                                </Badge>
+                            <span className="text-sm text-muted-foreground">
+                                {new Date(report.created_at).toLocaleString('zh-CN')}
+                            </span>
+                            <Badge variant={
+                                report.status === "completed" ? "default" :
+                                    report.status === "in_progress" ? "secondary" :
+                                        report.status === "failed" ? "destructive" : "outline"
+                            }>
+                                {report.status === "completed" ? "已完成" :
+                                    report.status === "in_progress" ? "进行中" :
+                                        report.status === "failed" ? "失败" : "待处理"}
+                            </Badge>
+                        </div>
+                        {report.ai_model && (
+                            <div className="mt-2 text-xs text-muted-foreground">
+                                模型: {report.ai_model}
                             </div>
-                            {report.ai_model && (
+                        )}
-                                <div className="mt-2 text-xs text-muted-foreground">
+                    </CardContent>
-                                    模型: {report.ai_model}
+                </Card>
-                                </div>
-                            )}
-                        </CardContent>
-                    </Card>
-                </Link>
             ))}
         </div>
     )

frontend/src/components/nav-header.tsx

@@ -105,27 +105,27 @@ export function NavHeader() {
                     </Select>
 
                     <Select onValueChange={handleCompanyChange}>
-                        <SelectTrigger className="w-[240px] h-8 text-xs font-mono">
+                        <SelectTrigger className="w-[120px] h-8 text-xs font-mono">
-                            <SelectValue placeholder="选择最近浏览的代码..." />
+                            <SelectValue placeholder="代码..." />
                         </SelectTrigger>
                         <SelectContent className="z-[70]">
                             {companies.map((c) => (
                                 <SelectItem key={`${c.symbol}:${c.market}`} value={`${c.symbol}:${c.market}`}>
                                     <span className="flex items-center gap-2 w-full">
-                                        <span className="font-bold w-[60px] text-left">{c.symbol}</span>
+                                        <span className="font-bold w-[50px] text-left">{c.symbol}</span>
                                         <span className="truncate flex-1 text-left">{c.company_name}</span>
 
                                     </span>
                                 </SelectItem>
                             ))}
                             {companies.length === 0 && (
-                                <div className="p-2 text-xs text-muted-foreground text-center">该数据源暂无历史记录</div>
+                                <div className="p-2 text-xs text-muted-foreground text-center">无记录</div>
                             )}
                         </SelectContent>
                     </Select>
                 </div>
 
-                <div className="w-[300px] ml-6">
+                <div className="w-[160px] ml-4">
                     <HeaderSearch defaultDataSource={dataSource} />
                 </div>
 

frontend/src/components/stock-chart.tsx

@@ -0,0 +1,83 @@
+
+"use client"
+
+import { useEffect, useRef, useState } from "react"
+
+interface StockChartProps {
+    symbol: string
+    market: string
+}
+
+export function StockChart({ symbol, market }: StockChartProps) {
+    const containerRef = useRef<HTMLDivElement>(null)
+
+    useEffect(() => {
+        if (!containerRef.current) return
+
+        // Clear previous widget
+        containerRef.current.innerHTML = ""
+
+        // Create wrapper for widget
+        const widgetContainer = document.createElement("div")
+        widgetContainer.className = "tradingview-widget-container__widget h-full w-full"
+        containerRef.current.appendChild(widgetContainer)
+
+        const script = document.createElement("script")
+        script.src = "https://s3.tradingview.com/external-embedding/embed-widget-advanced-chart.js"
+        script.type = "text/javascript"
+        script.async = true
+
+        // Map Market/Symbol to TradingView format
+        let exchange = "NASDAQ"
+        let tvSymbol = symbol
+
+        if (market === "CN") {
+            if (symbol.startsWith("6")) exchange = "SSE"
+            else if (symbol.startsWith("0") || symbol.startsWith("3")) exchange = "SZSE"
+            else if (symbol.startsWith("4") || symbol.startsWith("8")) exchange = "BSE"
+        } else if (market === "HK") {
+            exchange = "HKEX"
+            // TradingView usually expects HK stocks without leading zeros if they are 4 digits, but let's check.
+            // Actually HKEX:700 works, HKEX:0700 might work too. Let's try to keep it safe.
+            tvSymbol = parseInt(symbol).toString()
+        } else if (market === "JP") {
+            exchange = "TSE"
+        } else if (market === "VN") {
+            exchange = "HOSE" // Primary VN exchange
+        } else {
+            // US
+            exchange = "NASDAQ" // Default, could be NYSE
+            // Basic heuristic for US
+            // If 4 chars or more, likely Nasdaq, <=3 likely NYSE? Not 100% accurate but acceptable default.
+        }
+
+        const fullSymbol = `${exchange}:${tvSymbol}`
+
+        script.innerHTML = JSON.stringify({
+            "autosize": true,
+            "symbol": fullSymbol,
+            "interval": "D",
+            "timezone": "Asia/Shanghai",
+            "theme": "light",
+            "style": "1",
+            "locale": "zh_CN",
+            "enable_publishing": false,
+            "allow_symbol_change": true,
+            "calendar": false,
+            "support_host": "https://www.tradingview.com"
+        })
+
+        containerRef.current.appendChild(script)
+
+    }, [symbol, market])
+
+    return (
+        <div className="h-[calc(100vh-100px)] w-full bg-background rounded-lg border overflow-hidden p-1">
+            <div className="tradingview-widget-container h-full w-full" ref={containerRef}>
+                <div className="tradingview-widget-copyright text-xs text-center text-muted-foreground p-2">
+                    TradingView Chart by <a href="https://cn.tradingview.com/" rel="noopener nofollow" target="_blank">TradingView</a>
+                </div>
+            </div>
+        </div>
+    )
+}