add financial statements cron job

app/cron_financial_statements.py

@@ -0,0 +1,73 @@
+import os
+import ujson
+import random
+import asyncio
+import aiohttp
+import sqlite3
+from tqdm import tqdm
+from dotenv import load_dotenv
+
+load_dotenv()
+api_key = os.getenv('FMP_API_KEY')
+
+# Configurations
+include_current_quarter = False
+max_concurrent_requests = 100  # Limit concurrent requests
+
+async def fetch_data(session, url, symbol, attempt=0):
+    try:
+        async with session.get(url) as response:
+            if response.status == 200:
+                data = await response.json()
+                return data
+            else:
+                print(f"Error fetching data for {symbol}: HTTP {response.status}")
+                return None
+    except Exception as e:
+        print(f"Exception during fetching data for {symbol}: {e}")
+        return None
+
+async def save_json(symbol, period, data_type, data):
+    os.makedirs(f"json/financial-statements/{data_type}/{period}/", exist_ok=True)
+    with open(f"json/financial-statements/{data_type}/{period}/{symbol}.json", 'w') as file:
+        ujson.dump(data, file)
+
+async def get_financial_statements(session, symbol, semaphore, request_counter):
+    base_url = "https://financialmodelingprep.com/api/v3"
+    periods = ['quarter', 'annual']
+    data_types = ['income-statement', 'balance-sheet-statement', 'cash-flow-statement', 'ratios']
+    
+    async with semaphore:
+        for period in periods:
+            for data_type in data_types:
+                url = f"{base_url}/{data_type}/{symbol}?period={period}&apikey={api_key}"
+                data = await fetch_data(session, url, symbol)
+                if data:
+                    await save_json(symbol, period, data_type, data)
+                
+                request_counter[0] += 1  # Increment the request counter
+                if request_counter[0] >= 1000:
+                    await asyncio.sleep(60)  # Pause for 60 seconds
+                    request_counter[0] = 0  # Reset the request counter after the pause
+
+async def run():
+    con = sqlite3.connect('stocks.db')
+    cursor = con.cursor()
+    cursor.execute("PRAGMA journal_mode = wal")
+    cursor.execute("SELECT DISTINCT symbol FROM stocks WHERE symbol NOT LIKE '%.%'")
+    symbols = [row[0] for row in cursor.fetchall()]
+    con.close()
+
+    semaphore = asyncio.Semaphore(max_concurrent_requests)
+    request_counter = [0]  # Using a list to keep a mutable counter across async tasks
+
+    async with aiohttp.ClientSession() as session:
+        tasks = []
+        for symbol in tqdm(symbols):
+            task = asyncio.create_task(get_financial_statements(session, symbol, semaphore, request_counter))
+            tasks.append(task)
+        
+        await asyncio.gather(*tasks)
+
+if __name__ == "__main__":
+    asyncio.run(run())

app/main.py

@@ -710,33 +710,39 @@ async def stock_income(data: TickerData, api_key: str = Security(get_api_key)):
 
     cache_key = f"stock-income-{ticker}"
     cached_result = redis_client.get(cache_key)
+
     if cached_result:
-        return orjson.loads(cached_result)
+        return StreamingResponse(
+            io.BytesIO(cached_result),
+            media_type="application/json",
+            headers={"Content-Encoding": "gzip"}
+        )
 
-    query_template = """
-    SELECT 
-        income, income_growth
-    FROM 
-        stocks 
-    WHERE
-        symbol = ?
-    """
     try:
-        with db_connection(STOCK_DB) as cursor:
+        with open(f"json/financial-statements/income-statement/quarter/{ticker}.json", 'rb') as file:
-            cursor.execute(query_template, (ticker,))
+            quarter_res = orjson.loads(file.read())
-            result = cursor.fetchone()
-            if result:
-                income_statement = orjson.loads(result[0])
-                income_statement_growth = orjson.loads(result[1])
-                res = clean_financial_data(income_statement, income_statement_growth)
-            else:
-                res = []
     except:
-        res = []
+        quarter_res = []
 
-    redis_client.set(cache_key, orjson.dumps(res))
+    try:
-    redis_client.expire(cache_key, 3600*3600) # Set cache expiration time to 1 hour
+        with open(f"json/financial-statements/income-statement/annual/{ticker}.json", 'rb') as file:
-    return res
+            annual_res = orjson.loads(file.read())
+    except:
+        annual_res = []
+
+    res = {'quarter': quarter_res, 'annual': annual_res}
+
+    res = orjson.dumps(res)
+    compressed_data = gzip.compress(res)
+
+    redis_client.set(cache_key, compressed_data)
+    redis_client.expire(cache_key, 3600 * 24)  # Set cache expiration time to 1 day
+
+    return StreamingResponse(
+        io.BytesIO(compressed_data),
+        media_type="application/json",
+        headers={"Content-Encoding": "gzip"}
+    )
 
 @app.post("/stock-balance-sheet")
 async def stock_balance_sheet(data: TickerData, api_key: str = Security(get_api_key)):
@@ -745,33 +751,39 @@ async def stock_balance_sheet(data: TickerData, api_key: str = Security(get_api_
 
     cache_key = f"stock-balance-sheet-{ticker}"
     cached_result = redis_client.get(cache_key)
+
     if cached_result:
-        return orjson.loads(cached_result)
+        return StreamingResponse(
+            io.BytesIO(cached_result),
+            media_type="application/json",
+            headers={"Content-Encoding": "gzip"}
+        )
 
-    query_template = """
-    SELECT 
-        balance, balance_growth
-    FROM 
-        stocks 
-    WHERE
-        symbol = ?
-    """
     try:
-        with db_connection(STOCK_DB) as cursor:
+        with open(f"json/financial-statements/balance-sheet-statement/quarter/{ticker}.json", 'rb') as file:
-            cursor.execute(query_template, (ticker,))
+            quarter_res = orjson.loads(file.read())
-            result = cursor.fetchone()
-            if result:
-                balance_statement = orjson.loads(result[0])
-                balance_statement_growth = orjson.loads(result[1])
-                res = clean_financial_data(balance_statement, balance_statement_growth)
-            else:
-                res = []
     except:
-        res = []
+        quarter_res = []
 
-    redis_client.set(cache_key, orjson.dumps(res))
+    try:
-    redis_client.expire(cache_key, 3600*3600)
+        with open(f"json/financial-statements/balance-sheet-statement/annual/{ticker}.json", 'rb') as file:
-    return res    
+            annual_res = orjson.loads(file.read())
+    except:
+        annual_res = []
+
+    res = {'quarter': quarter_res, 'annual': annual_res}
+
+    res = orjson.dumps(res)
+    compressed_data = gzip.compress(res)
+
+    redis_client.set(cache_key, compressed_data)
+    redis_client.expire(cache_key, 3600 * 24)  # Set cache expiration time to 1 day
+
+    return StreamingResponse(
+        io.BytesIO(compressed_data),
+        media_type="application/json",
+        headers={"Content-Encoding": "gzip"}
+    ) 
 
 @app.post("/stock-ratios")
 async def stock_ratios(data: TickerData, api_key: str = Security(get_api_key)):
@@ -780,27 +792,39 @@ async def stock_ratios(data: TickerData, api_key: str = Security(get_api_key)):
 
     cache_key = f"stock-ratios-{ticker}"
     cached_result = redis_client.get(cache_key)
-    if cached_result:
-        return orjson.loads(cached_result)
 
-    query_template = """
+    if cached_result:
-    SELECT 
+        return StreamingResponse(
-        ratios
+            io.BytesIO(cached_result),
-    FROM 
+            media_type="application/json",
-        stocks 
+            headers={"Content-Encoding": "gzip"}
-    WHERE
+        )
-        symbol = ?
-    """
 
     try:
-        df = pd.read_sql_query(query_template,con, params=(ticker,))
+        with open(f"json/financial-statements/ratios/quarter/{ticker}.json", 'rb') as file:
-        res =  orjson.loads(df['ratios'].iloc[0])
+            quarter_res = orjson.loads(file.read())
     except:
-        res = []
+        quarter_res = []
 
-    redis_client.set(cache_key, orjson.dumps(res))
+    try:
-    redis_client.expire(cache_key, 3600*3600) # Set cache expiration time to 1 hour
+        with open(f"json/financial-statements/ratios/annual/{ticker}.json", 'rb') as file:
-    return res
+            annual_res = orjson.loads(file.read())
+    except:
+        annual_res = []
+
+    res = {'quarter': quarter_res, 'annual': annual_res}
+
+    res = orjson.dumps(res)
+    compressed_data = gzip.compress(res)
+
+    redis_client.set(cache_key, compressed_data)
+    redis_client.expire(cache_key, 3600 * 24)  # Set cache expiration time to 1 day
+
+    return StreamingResponse(
+        io.BytesIO(compressed_data),
+        media_type="application/json",
+        headers={"Content-Encoding": "gzip"}
+    ) 
 
 
 @app.post("/stock-cash-flow")
@@ -810,29 +834,40 @@ async def stock_cash_flow(data: TickerData, api_key: str = Security(get_api_key)
 
     cache_key = f"stock-cash-flow-{ticker}"
     cached_result = redis_client.get(cache_key)
-    if cached_result:
-        return orjson.loads(cached_result)
 
-    query_template = """
+    if cached_result:
-    SELECT 
+        return StreamingResponse(
-        cashflow, cashflow_growth
+            io.BytesIO(cached_result),
-    FROM 
+            media_type="application/json",
-        stocks 
+            headers={"Content-Encoding": "gzip"}
-    WHERE
+        )
-        symbol = ?
-    """
 
     try:
-        df = pd.read_sql_query(query_template,con, params=(ticker,))
+        with open(f"json/financial-statements/cash-flow-statement/quarter/{ticker}.json", 'rb') as file:
-        cash_flow_statement =  orjson.loads(df['cashflow'].iloc[0])
+            quarter_res = orjson.loads(file.read())
-        cash_flow_statement_growth =  orjson.loads(df['cashflow_growth'].iloc[0])
-        res = clean_financial_data(cash_flow_statement,cash_flow_statement_growth)
     except:
-        res = []
+        quarter_res = []
+
+    try:
+        with open(f"json/financial-statements/cash-flow-statement/annual/{ticker}.json", 'rb') as file:
+            annual_res = orjson.loads(file.read())
+    except:
+        annual_res = []
+
+    res = {'quarter': quarter_res, 'annual': annual_res}
+
+    res = orjson.dumps(res)
+    compressed_data = gzip.compress(res)
+
+    redis_client.set(cache_key, compressed_data)
+    redis_client.expire(cache_key, 3600 * 24)  # Set cache expiration time to 1 day
+
+    return StreamingResponse(
+        io.BytesIO(compressed_data),
+        media_type="application/json",
+        headers={"Content-Encoding": "gzip"}
+    ) 
 
-    redis_client.set(cache_key, orjson.dumps(res))
-    redis_client.expire(cache_key, 3600*3600) # Set cache expiration time to 1 hour
-    return res
 
 
 

app/primary_cron_job.py

@@ -464,6 +464,14 @@ def run_tracker():
         command = base_command + [source, f"root@{useast_ip_address}:{dest}"]
         run_command(command)
 
+def run_financial_statements():
+    run_command(["python3", "cron_financial_statements.py"])
+    command = [
+        "sudo", "rsync", "-avz", "-e", "ssh",
+        "/root/backend/app/json/financial-statements",
+        f"root@{useast_ip_address}:/root/backend/app/json"
+    ]
+    run_command(command)
 
 # Create functions to run each schedule in a separate thread
 def run_threaded(job_func):
@@ -481,6 +489,8 @@ schedule.every().day.at("06:30").do(run_threaded, run_pocketbase).tag('pocketbas
 
 schedule.every().day.at("07:00").do(run_threaded, run_ta_rating).tag('ta_rating_job')
 schedule.every().day.at("07:30").do(run_threaded, run_government_contract).tag('government_contract_job')
+schedule.every().day.at("07:30").do(run_threaded, run_financial_statements).tag('financial_statements_job')
+
 
 schedule.every().day.at("08:00").do(run_threaded, run_cron_insider_trading).tag('insider_trading_job')
 schedule.every().day.at("09:00").do(run_threaded, run_congress_trading).tag('congress_job')