remove old constant, add initial_data requesting, minor changes
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57e9078727
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00f35f4870
@ -61,8 +61,6 @@ USERPATH_FREQAIMODELS = 'freqaimodels'
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TELEGRAM_SETTING_OPTIONS = ['on', 'off', 'silent']
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WEBHOOK_FORMAT_OPTIONS = ['form', 'json', 'raw']
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WAIT_DATA_POLICY_OPTIONS = ['none', 'first', 'all']
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ENV_VAR_PREFIX = 'FREQTRADE__'
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NON_OPEN_EXCHANGE_STATES = ('cancelled', 'canceled', 'closed', 'expired')
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@ -404,7 +402,6 @@ CONF_SCHEMA = {
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'username': {'type': 'string'},
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'password': {'type': 'string'},
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'ws_token': {'type': 'string'},
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'enable_message_ws': {'type': 'boolean', 'default': False},
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'jwt_secret_key': {'type': 'string'},
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'CORS_origins': {'type': 'array', 'items': {'type': 'string'}},
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'verbosity': {'type': 'string', 'enum': ['error', 'info']},
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@ -144,7 +144,6 @@ class DataProvider:
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if producer_name not in self.__producer_pairs_df:
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self.__producer_pairs_df[producer_name] = {}
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# For multiple leaders, if the data already exists, we'd merge
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self.__producer_pairs_df[producer_name][pair_key] = (dataframe, datetime.now(timezone.utc))
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def get_external_df(
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@ -33,3 +33,4 @@ class RPCMessageType(str, Enum):
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# Enum for parsing requests from ws consumers
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class RPCRequestType(str, Enum):
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SUBSCRIBE = 'subscribe'
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INITIAL_DATA = 'initial_data'
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@ -203,8 +203,7 @@ class FreqtradeBot(LoggingMixin):
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# Doesn't necessarily NEED to be this way, as maybe we'd like to broadcast
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# even if we are using external dataframes in the future.
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self.strategy.analyze(self.active_pair_whitelist,
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emit_df=self.dataprovider.external_data_enabled)
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self.strategy.analyze(self.active_pair_whitelist)
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with self._exit_lock:
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# Check for exchange cancelations, timeouts and user requested replace
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@ -264,11 +263,10 @@ class FreqtradeBot(LoggingMixin):
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pairs that have open trades.
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"""
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# Refresh whitelist
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_prev_whitelist = self.pairlists.whitelist
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self.pairlists.refresh_pairlist()
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_whitelist = self.pairlists.whitelist
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self.rpc.send_msg({'type': RPCMessageType.WHITELIST, 'data': _whitelist})
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# Calculating Edge positioning
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if self.edge:
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self.edge.calculate(_whitelist)
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@ -279,6 +277,10 @@ class FreqtradeBot(LoggingMixin):
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# It ensures that candle (OHLCV) data are downloaded for open trades as well
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_whitelist.extend([trade.pair for trade in trades if trade.pair not in _whitelist])
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# Called last to include the included pairs
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if _prev_whitelist != _whitelist:
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self.rpc.send_msg({'type': RPCMessageType.WHITELIST, 'data': _whitelist})
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return _whitelist
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def get_free_open_trades(self) -> int:
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@ -4,9 +4,10 @@ from typing import Any, Dict
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from fastapi import APIRouter, Depends, WebSocket, WebSocketDisconnect
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from freqtrade.enums import RPCMessageType, RPCRequestType
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from freqtrade.rpc.api_server.deps import get_channel_manager
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from freqtrade.rpc.api_server.deps import get_channel_manager, get_rpc
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from freqtrade.rpc.api_server.ws.channel import WebSocketChannel
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from freqtrade.rpc.api_server.ws.utils import is_websocket_alive
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from freqtrade.rpc.rpc import RPC
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# from typing import Any, Dict
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@ -18,17 +19,20 @@ logger = logging.getLogger(__name__)
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router = APIRouter()
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# We are passed a Channel object, we can only do sync functions on that channel object
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def _process_consumer_request(request: Dict[str, Any], channel: WebSocketChannel):
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async def _process_consumer_request(
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request: Dict[str, Any],
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channel: WebSocketChannel,
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rpc: RPC
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):
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type, data = request.get('type'), request.get('data')
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# If we have a request of type SUBSCRIBE, set the topics in this channel
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if type == RPCRequestType.SUBSCRIBE:
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# If the request is empty, do nothing
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if not data:
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return
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# If we have a request of type SUBSCRIBE, set the topics in this channel
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if type == RPCRequestType.SUBSCRIBE:
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if isinstance(data, list):
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if not isinstance(data, list):
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logger.error(f"Improper request from channel: {channel} - {request}")
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return
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@ -38,11 +42,26 @@ def _process_consumer_request(request: Dict[str, Any], channel: WebSocketChannel
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logger.debug(f"{channel} subscribed to topics: {data}")
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channel.set_subscriptions(data)
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elif type == RPCRequestType.INITIAL_DATA:
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# Acquire the data
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initial_data = rpc._ws_initial_data()
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# We now loop over it sending it in pieces
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whitelist_data, analyzed_df = initial_data.get('whitelist'), initial_data.get('analyzed_df')
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if whitelist_data:
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await channel.send({"type": RPCMessageType.WHITELIST, "data": whitelist_data})
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if analyzed_df:
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for pair, message in analyzed_df.items():
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await channel.send({"type": RPCMessageType.ANALYZED_DF, "data": message})
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@router.websocket("/message/ws")
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async def message_endpoint(
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ws: WebSocket,
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channel_manager=Depends(get_channel_manager)
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rpc: RPC = Depends(get_rpc),
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channel_manager=Depends(get_channel_manager),
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):
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try:
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if is_websocket_alive(ws):
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@ -59,7 +78,7 @@ async def message_endpoint(
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# Process the request here. Should this be a method of RPC?
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logger.info(f"Request: {request}")
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_process_consumer_request(request, channel)
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await _process_consumer_request(request, channel, rpc)
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except WebSocketDisconnect:
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# Handle client disconnects
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@ -151,8 +151,6 @@ class ApiServer(RPCHandler):
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app.include_router(api_backtest, prefix="/api/v1",
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dependencies=[Depends(http_basic_or_jwt_token)],
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)
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if self._config.get('api_server', {}).get('enable_message_ws', False):
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logger.info("Enabling Message WebSocket")
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app.include_router(ws_router, prefix="/api/v1",
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dependencies=[Depends(get_ws_token)]
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)
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@ -8,7 +8,7 @@ import asyncio
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import logging
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import socket
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from threading import Thread
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from typing import Any, Dict
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from typing import Any, Dict, Optional
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import websockets
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@ -58,6 +58,11 @@ class ExternalMessageConsumer:
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# callbacks for the messages
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self.topics = [RPCMessageType.WHITELIST, RPCMessageType.ANALYZED_DF]
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self._message_handlers = {
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RPCMessageType.WHITELIST: self._consume_whitelist_message,
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RPCMessageType.ANALYZED_DF: self._consume_analyzed_df_message,
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}
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self.start()
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def start(self):
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@ -152,6 +157,11 @@ class ExternalMessageConsumer:
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self.compose_consumer_request(RPCRequestType.SUBSCRIBE, self.topics)
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)
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# Now request the initial data from this Producer
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await channel.send(
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self.compose_consumer_request(RPCRequestType.INITIAL_DATA)
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)
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# Now receive data, if none is within the time limit, ping
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while True:
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try:
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@ -198,7 +208,11 @@ class ExternalMessageConsumer:
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logger.error(f"{ws_url} is an invalid WebSocket URL - {e}")
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break
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def compose_consumer_request(self, type_: RPCRequestType, data: Any) -> Dict[str, Any]:
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def compose_consumer_request(
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self,
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type_: RPCRequestType,
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data: Optional[Any] = None
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) -> Dict[str, Any]:
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"""
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Create a request for sending to a producer
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@ -208,8 +222,6 @@ class ExternalMessageConsumer:
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"""
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return {'type': type_, 'data': data}
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# How we do things here isn't set in stone. There seems to be some interest
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# in figuring out a better way, but we shall do this for now.
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def handle_producer_message(self, producer: Dict[str, Any], message: Dict[str, Any]):
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"""
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Handles external messages from a Producer
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@ -225,15 +237,29 @@ class ExternalMessageConsumer:
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logger.debug(f"Received message of type {message_type}")
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# Handle Whitelists
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if message_type == RPCMessageType.WHITELIST:
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pairlist = message_data
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message_handler = self._message_handlers.get(message_type)
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if not message_handler:
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logger.info(f"Received unhandled message: {message_data}, ignoring...")
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return
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message_handler(producer_name, message_data)
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def _consume_whitelist_message(self, producer_name: str, message_data: Any):
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# We expect List[str]
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if not isinstance(message_data, list):
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return
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# Add the pairlist data to the DataProvider
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self._dp.set_producer_pairs(pairlist, producer_name=producer_name)
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self._dp.set_producer_pairs(message_data, producer_name=producer_name)
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logger.debug(f"Consumed message from {producer_name} of type RPCMessageType.WHITELIST")
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def _consume_analyzed_df_message(self, producer_name: str, message_data: Any):
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# We expect a Dict[str, Any]
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if not isinstance(message_data, dict):
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return
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# Handle analyzed dataframes
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elif message_type == RPCMessageType.ANALYZED_DF:
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key, value = message_data.get('key'), message_data.get('value')
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if key and value:
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@ -249,3 +275,6 @@ class ExternalMessageConsumer:
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# Add the dataframe to the dataprovider
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self._dp.add_external_df(pair, timeframe, dataframe,
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candle_type, producer_name=producer_name)
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logger.debug(
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f"Consumed message from {producer_name} of type RPCMessageType.ANALYZED_DF")
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@ -24,7 +24,7 @@ from freqtrade.enums import (CandleType, ExitCheckTuple, ExitType, SignalDirecti
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from freqtrade.exceptions import ExchangeError, PricingError
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from freqtrade.exchange import timeframe_to_minutes, timeframe_to_msecs
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from freqtrade.loggers import bufferHandler
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from freqtrade.misc import decimals_per_coin, shorten_date
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from freqtrade.misc import dataframe_to_json, decimals_per_coin, shorten_date
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from freqtrade.persistence import PairLocks, Trade
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from freqtrade.persistence.models import PairLock
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from freqtrade.plugins.pairlist.pairlist_helpers import expand_pairlist
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@ -1035,16 +1035,51 @@ class RPC:
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def _rpc_analysed_dataframe(self, pair: str, timeframe: str,
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limit: Optional[int]) -> Dict[str, Any]:
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""" Analyzed dataframe in Dict form """
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_data, last_analyzed = self._freqtrade.dataprovider.get_analyzed_dataframe(
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pair, timeframe)
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_data = _data.copy()
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if limit:
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_data = _data.iloc[-limit:]
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_data, last_analyzed = self.__rpc_analysed_dataframe_raw(pair, timeframe, limit)
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return self._convert_dataframe_to_dict(self._freqtrade.config['strategy'],
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pair, timeframe, _data, last_analyzed)
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@staticmethod
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def __rpc_analysed_dataframe_raw(self, pair: str, timeframe: str,
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limit: Optional[int]) -> Tuple[DataFrame, datetime]:
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""" Get the dataframe and last analyze from the dataprovider """
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_data, last_analyzed = self._freqtrade.dataprovider.get_analyzed_dataframe(
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pair, timeframe)
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_data = _data.copy()
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if limit:
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_data = _data.iloc[-limit:]
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return _data, last_analyzed
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def _ws_all_analysed_dataframes(
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self,
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pairlist: List[str],
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limit: Optional[int]
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) -> Dict[str, Any]:
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""" Get the analysed dataframes of each pair in the pairlist """
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timeframe = self._freqtrade.config['timeframe']
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candle_type = self._freqtrade.config.get('candle_type_def', CandleType.SPOT)
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_data = {}
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for pair in pairlist:
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dataframe, last_analyzed = self.__rpc_analysed_dataframe_raw(pair, timeframe, limit)
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_data[pair] = {
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"key": (pair, timeframe, candle_type),
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"value": dataframe_to_json(dataframe)
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}
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return _data
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def _ws_initial_data(self):
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""" Websocket friendly initial data, whitelists and all analyzed dataframes """
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whitelist = self._freqtrade.active_pair_whitelist
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# We only get the last 500 candles, should we remove the limit?
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analyzed_df = self._ws_all_analysed_dataframes(whitelist, 500)
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return {"whitelist": whitelist, "analyzed_df": analyzed_df}
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@ staticmethod
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def _rpc_analysed_history_full(config, pair: str, timeframe: str,
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timerange: str, exchange) -> Dict[str, Any]:
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timerange_parsed = TimeRange.parse_timerange(timerange)
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@ -1075,7 +1110,7 @@ class RPC:
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self._freqtrade.strategy.plot_config['subplots'] = {}
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return self._freqtrade.strategy.plot_config
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@staticmethod
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@ staticmethod
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def _rpc_sysinfo() -> Dict[str, Any]:
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return {
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"cpu_pct": psutil.cpu_percent(interval=1, percpu=True),
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# Removed actually showing the message because the logs would be
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# completely spammed of the json dataframe
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logger.info('Sending rpc message of type: %s', msg.get('type'))
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# Log actual message in debug?
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# logger.debug(msg)
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if 'pair' in msg:
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msg.update({
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'base_currency': self._rpc._freqtrade.exchange.get_pair_base_currency(msg['pair'])
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@ -725,8 +725,6 @@ class IStrategy(ABC, HyperStrategyMixin):
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candle_type = self.config.get('candle_type_def', CandleType.SPOT)
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self.dp._set_cached_df(pair, self.timeframe, dataframe, candle_type=candle_type)
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if emit_df:
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self.dp.emit_df((pair, self.timeframe, candle_type), dataframe)
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else:
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