(20241226) Change and Percent Change bug fixed for Zerodha's ticks.
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@@ -208,6 +208,11 @@ class TradingTick(BaseModel):
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examples = ["UTC", "Asia/Kolkata"]
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)
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prevClose: float = Field(
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description = "the closing price of this instrument on the previous day",
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frozen = True
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)
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ltp: float = Field(
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description = "the last price of this instrument at the time of requesting the symbol list",
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frozen = True
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@@ -233,17 +238,17 @@ class TradingTick(BaseModel):
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)
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h: float = Field(
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description = "this session's high price",
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description = "this session's highest price",
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frozen = True
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)
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l: float = Field(
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description = "this session's low price",
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description = "this session's lowest price",
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frozen = True
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)
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c: float = Field(
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description = "this session's close price",
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description = "this session's close price; typically the same as the ltp",
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frozen = True
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)
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@@ -364,7 +369,7 @@ class TradingTick(BaseModel):
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"ltp": self.ltp,
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"chg": self.chg,
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"pChg": self.pChg,
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"totVol": self.totVol,
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"totVol": self.totVol
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}
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@staticmethod
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@@ -383,8 +388,10 @@ class TradingTick(BaseModel):
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# Stash frequently needed vars:
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broker_token = tick["instrument_token"]
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tick_lookup = instrument_lookup[broker_token]
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change = tick["change"]
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last_price = tick["last_price"]
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prev_close = tick["ohlc"]["close"]
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change = last_price - prev_close
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p_change = tick["change"]
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# Model the currently picked tick:
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modelled_ticks.append(
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@@ -400,14 +407,15 @@ class TradingTick(BaseModel):
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strike = tick_lookup.get("strike"),
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expiryTs = tick_lookup.get("expiryTs"),
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expiryTz = tick_lookup.get("expiryTz"),
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prevClose = prev_close,
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ltp = last_price,
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qty = tick.get("last_traded_quantity"),
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chg = change,
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pChg = change / (last_price - change),
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pChg = p_change,
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o = tick["ohlc"]["open"],
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h = tick["ohlc"]["high"],
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l = tick["ohlc"]["low"],
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c = tick["ohlc"]["close"],
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c = last_price,
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totVol = tick.get("volume_traded"),
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vwap = tick.get("average_traded_price"),
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totBuyQty = tick.get("total_buy_quantity"),
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@@ -88,13 +88,14 @@ kafka_producer = ProducerKafka(
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topic = "tickers",
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config = create_config(
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bootstrap_servers = "del.ditscentre.in:9092",
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buffer_size = 1,
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security_protocol = "SSL",
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# ca_file = r"../../creds/kafka/cert_authority.pem",
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# cert_file = r"../../creds/kafka/fullchain.pem",
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# key_file = r"../../creds/kafka/privkey.pem"
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ca_file = os.path.join(parent_dir, "creds", "kafka", "cert_authority.pem"),
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cert_file = os.path.join(parent_dir, "creds", "kafka", "fullchain.pem"),
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key_file = os.path.join(parent_dir, "creds", "kafka", "privkey.pem")
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ca_file = r"../../creds/kafka/cert_authority.pem",
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cert_file = r"../../creds/kafka/fullchain.pem",
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key_file = r"../../creds/kafka/privkey.pem"
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# ca_file = os.path.join(parent_dir, "creds", "kafka", "cert_authority.pem"),
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# cert_file = os.path.join(parent_dir, "creds", "kafka", "fullchain.pem"),
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# key_file = os.path.join(parent_dir, "creds", "kafka", "privkey.pem")
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)
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)
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@@ -110,6 +111,7 @@ def to_kafka(tick: TradingTick) -> bool:
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success = False
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summary = tick.summary
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summary["messageType"] = "ticks"
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success = kafka_producer.produce(value = summary)
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return success
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@@ -133,7 +135,10 @@ def on_connect(ws, response):
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def on_ticks(ws, ticks):
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# print("TICK SAMPLE:", json.to_string(ticks, default=str))
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ticks = TradingTick.from_zerodha_kite(ticks = ticks, instrument_lookup = INSTRUMENT_LOOKUP)
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# print("TICK SAMPLE:", json.to_string(ticks[0].model_dump(), default=str))
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# print("TICK SAMPLE:", json.to_string(ticks[0].summary, default=str))
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results = [to_kafka(tick) for tick in ticks]
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success = sum(results)
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print(f"TICKS: {len(ticks): <4} | PRODUCED: {success: <4}{' | FAILURE(S)!' if success < len(results)else ''}")
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@@ -149,8 +154,8 @@ def main():
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global INSTRUMENT_LOOKUP
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# Load Zerodha credentials:
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# creds = json.from_file(r"../../creds/zerodha/api.json")
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creds = json.from_file(os.path.join(parent_dir, "creds", "zerodha", "api.json"))
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creds = json.from_file(r"../../creds/zerodha/api.json")
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# creds = json.from_file(os.path.join(parent_dir, "creds", "zerodha", "api.json"))
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api_key = creds["apiKey"]
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access_token = creds["accessToken"]
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@@ -158,19 +163,18 @@ def main():
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kite = KiteConnect(api_key = api_key)
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kite.set_access_token(access_token)
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# Get a list of instruments to work with:
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# Get the entire list of instruments:
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instruments = kite.instruments(exchange = "NSE")
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instruments = instruments[:100]
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instruments = [TradingSymbol.from_zerodha_kite(i) for i in instruments]
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instruments += kite.instruments(exchange = "NFO")
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instruments += kite.instruments(exchange = "BSE")
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instruments += kite.instruments(exchange = "BFO")
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instruments += kite.instruments(exchange = "MCX")
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instruments += kite.instruments(exchange = "CDS")
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instruments += kite.instruments(exchange = "BCD")
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instruments_csv = []
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instruments_csv += kite.instruments(exchange = "NSE")
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instruments_csv += kite.instruments(exchange = "NFO")
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# instruments_csv += kite.instruments(exchange = "BSE")
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# instruments_csv += kite.instruments(exchange = "BFO")
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# instruments_csv += kite.instruments(exchange = "MCX")
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# instruments_csv += kite.instruments(exchange = "CDS")
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# instruments_csv += kite.instruments(exchange = "BCD")
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# Pick the instruments of interest:
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instruments = instruments[:1000]
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instruments = [TradingSymbol.from_zerodha_kite(i) for i in instruments]
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# Create the lookup:
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for i in instruments:
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+15
-2
@@ -88,7 +88,8 @@ def create_config(
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ca_file: str | None = None,
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cert_file: str | None = None,
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key_file: str | None = None,
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client_id: str | None = None
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client_id: str | None = None,
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buffer_size: int = 32
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) -> dict:
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"""
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@@ -100,6 +101,7 @@ def create_config(
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:param cert_file: Needed for 'SSL' security protocol.
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:param key_file: Needed for 'SSL' security protocol.
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:param client_id: An identifier for one producer/consumer. Useful for debugging later.
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:param buffer_size: The size of the local message buffer in MBs.
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:return: The dictionary that needs to be passed as the 'conf' param when creating the producer/consumer.
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"""
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@@ -107,7 +109,8 @@ def create_config(
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if not isinstance(bootstrap_servers, list): bootstrap_servers = [bootstrap_servers]
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config = {
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"bootstrap.servers": ",".join(bootstrap_servers),
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"security.protocol": security_protocol
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"security.protocol": security_protocol,
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# "buffer.memory": buffer_size
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}
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# Add the SSL security details:
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@@ -194,6 +197,16 @@ class ProducerKafka:
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if not self.__connected: self.connect()
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return self.__connected
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def flush(self):
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"""
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Flushes the buffer entirely.
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:return: None
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"""
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self.__producer.flush()
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self.__printer("Producer flushed.")
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def close(self):
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"""
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