WIP - setup basic history and streaming client

piker/brokers/__init__.py

@@ -24,7 +24,7 @@ __brokers__ = [
     'binance',
     'ib',
     'kraken',
-
+    'kucoin'
     # broken but used to work
     # 'questrade',
     # 'robinhood',
@@ -35,7 +35,6 @@ __brokers__ = [
     # iex
 
     # deribit
-    # kucoin
     # bitso
 ]
 

piker/brokers/kucoin.py

@@ -15,89 +15,196 @@
 
 """
 
+from dataclasses import field
 from typing import Any, Optional, Literal
 from contextlib import asynccontextmanager as acm
+from datetime import datetime
+import time
+import math
+from os import path, walk
 
 import asks
 import tractor
 import trio
 from trio_typing import TaskStatus
 from fuzzywuzzy import process as fuzzy
-from cryptofeed.defines import (
+from cryptofeed.defines import KUCOIN, TRADES, L2_BOOK
-    KUCOIN,
+from cryptofeed.symbols import Symbol
-    TRADES,
+import pendulum
-    L2_BOOK
+import numpy as np
+from piker.data.cryptofeeds import (
+    fqsn_to_cf_sym,
+    mk_stream_quotes, 
+    get_config,
 )
-from piker.data.cryptofeeds import mk_stream_quotes
 from piker._cacheables import open_cached_client
 from piker.log import get_logger
-from ._util import SymbolNotFound
+from piker.pp import config
+from ._util import DataUnavailable
 
 _spawn_kwargs = {
     "infect_asyncio": True,
 }
 
 log = get_logger(__name__)
+_ohlc_dtype = [
+    ('index', int),
+    ('time', int),
+    ('open', float),
+    ('high', float),
+    ('low', float),
+    ('close', float),
+    ('volume', float),
+    ('bar_wap', float),  # will be zeroed by sampler if not filled
+]
+
 
 class Client:
     def __init__(self) -> None:
-        self._pairs: dict[str, Any] = None
+        self._pairs: dict[str, Symbol] = {}
+        self._bars: list[list] = []
         # TODO" Shouldn't have to write kucoin twice here
 
-        # config = get_config('kucoin').get('kucoin', {})
+        config = get_config("kucoin").get("kucoin", {})
         #
-        # if ('key_id' in config) and ('key_secret' in config):
+        if ("key_id" in config) and ("key_secret" in config):
-        #     self._key_id = config['key_id']
+            self._key_id = config["key_id"]
-        #     self._key_secret = config['key_secret']
+            self._key_secret = config["key_secret"]
-        #
+
-        # else:
+        else:
-        #     self._key_id = None
+            self._key_id = None
-        #     self._key_secret = None
+            self._key_secret = None
-    async def request(self, action: Literal["POST", "GET", "PUT", "DELETE"], route: str, api_v: str = 'v2'):
+
+    async def _request(
+        self,
+        action: Literal["POST", "GET", "PUT", "DELETE"],
+        route: str,
+        api_v: str = "v2",
+    ) -> Any:
         api_url = f"https://api.kucoin.com/api/{api_v}{route}"
         res = await asks.request(action, api_url)
-        return res.json()['data']
+        #breakpoint()
+        try:
+            return res.json()["data"]
+        except KeyError as e:
+            print(f'KUCOIN ERROR: {res.json()["msg"]}')
+            breakpoint()
 
-    async def symbol_info(
+    async def get_pairs(
         self,
-        sym: str = None,  
     ) -> dict[str, Any]:
-
         if self._pairs:
             return self._pairs
 
-        entries = await self.request("GET", "/symbols")
+        entries = await self._request("GET", "/symbols")
-        if not entries:
+        syms = {item["name"]: item for item in entries}
-            raise SymbolNotFound(f'{sym} not found')
-        
-        syms = {item['name']: item for item in entries}
         return syms
 
-    async def cache_symbols(
+    async def cache_pairs(
         self,
-    ) -> dict:
+        normalize: bool = True,
+    ) -> dict[str, Symbol]:
         if not self._pairs:
-            self._pairs = await self.symbol_info()
+            self._pairs = await self.get_pairs()
-
+        if normalize:
+            self._pairs = self.normalize_pairs(self._pairs)
         return self._pairs
 
+    def normalize_pairs(self, pairs: dict[str, Symbol]) -> dict[str, Symbol]:
+        """
+        Map crypfeeds symbols to fqsn strings
+
+        """
+        norm_pairs = {}
+
+        for key, value in pairs.items():
+            fqsn = key.lower().replace("-", "")
+            norm_pairs[fqsn] = value
+
+        return norm_pairs
+
     async def search_symbols(
         self,
         pattern: str,
         limit: int = 30,
     ) -> dict[str, Any]:
-        data = await self.symbol_info()
+        data = await self.get_pairs()
 
         matches = fuzzy.extractBests(pattern, data, score_cutoff=35, limit=limit)
         # repack in dict form
-        return {item[0]["instrument_name"].lower(): item[0] for item in matches}
+        return {item[0]["name"].lower(): item[0] for item in matches}
+
+    async def get_bars(
+        self,
+        fqsn: str,
+        start_dt: Optional[datetime] = None,
+        end_dt: Optional[datetime] = None,
+        limit: int = 1000,
+        as_np: bool = True,
+        type: str = "1min",
+    ):
+        if len(self._bars):
+            return self._bars
+
+        if end_dt is None:
+            end_dt = pendulum.now("UTC").add(minutes=1)
+
+        if start_dt is None:
+            start_dt = end_dt.start_of("minute").subtract(minutes=limit)
+
+        # Format datetime to unix
+        start_dt = math.trunc(time.mktime(start_dt.timetuple()))
+        end_dt = math.trunc(time.mktime(end_dt.timetuple()))
+        kucoin_sym = fqsn_to_cf_sym(fqsn, self._pairs) 
+        url = f"/market/candles?type={type}&symbol={kucoin_sym}&startAt={start_dt}&endAt={end_dt}"
+
+        bars = await self._request(
+            "GET",
+            url,
+            api_v="v1",
+        )
+
+        new_bars = []
+        for i, bar in enumerate(bars[::-1]):
+            # TODO: implement struct/typecasting/validation here
+            
+            data = {
+                'index': i,
+                'time': bar[0],
+                'open': bar[1],
+                'close': bar[2],
+                'high': bar[3],
+                'low': bar[4],
+                'volume': bar[5],
+                'amount': bar [6],
+                'bar_wap': 0.0,
+            }
+
+            row = []
+            for j, (field_name, field_type) in enumerate(_ohlc_dtype):
+ 
+                value = data[field_name] 
+                match field_name:
+                    case 'index' | 'time':
+                        row.append(int(value))
+                    # case 'time':
+                        # dt_from_unix_ts = datetime.utcfromtimestamp(int(value))
+                        # # convert unix time to epoch seconds
+                        # row.append(int(dt_from_unix_ts.timestamp()))
+                    case _: 
+                        row.append(float(value))
+
+            new_bars.append(tuple(row))
+        
+        self._bars = array = np.array(new_bars, dtype=_ohlc_dtype) if as_np else bars
+        return array
 
 
 @acm
 async def get_client():
     client = Client()
     # Do we need to open a nursery here?
-    await client.cache_symbols()
+    await client.cache_pairs()
     yield client
 
 
@@ -107,13 +214,13 @@ async def open_symbol_search(
 ):
     async with open_cached_client("kucoin") as client:
         # load all symbols locally for fast search
-        cache = await client.cache_symbols()
+        cache = await client.cache_pairs()
         await ctx.started()
 
-        # async with ctx.open_stream() as stream:
+        async with ctx.open_stream() as stream:
-        #     async for pattern in stream:
+            async for pattern in stream:
-        #         # repack in dict form
+                # repack in dict form
-        #         await stream.send(await client.search_symbols(pattern))
+                await stream.send(await client.search_symbols(pattern))
 
 
 async def stream_quotes(
@@ -126,7 +233,7 @@ async def stream_quotes(
 ):
     return await mk_stream_quotes(
         KUCOIN,
-        [L2_BOOK],
+        [L2_BOOK, TRADES],
         send_chan,
         symbols,
         feed_is_live,
@@ -134,5 +241,44 @@ async def stream_quotes(
         task_status,
     )
 
-async def open_history_client():
 
+@acm
+async def open_history_client(
+    symbol: str,
+    type: str = "1m",
+):
+    async with open_cached_client("kucoin") as client:
+        # call bars on kucoin
+        async def get_ohlc_history(
+            timeframe: float,
+            end_dt: datetime | None = None,
+            start_dt: datetime | None = None,
+        ) -> tuple[
+            np.ndarray,
+            datetime | None,  # start
+            datetime | None,  # end
+        ]:
+            if timeframe != 60:
+                raise DataUnavailable('Only 1m bars are supported')
+
+            array = await client.get_bars(
+                symbol,
+                start_dt=start_dt,
+                end_dt=end_dt,
+            )
+
+            times = array['time']
+
+            if (
+                end_dt is None
+            ):
+                inow = round(time.time())
+                print(f'difference in time between load and processing {inow - times[-1]}')
+                if (inow - times[-1]) > 60:
+                    await tractor.breakpoint()
+
+            start_dt = pendulum.from_timestamp(times[0])
+            end_dt = pendulum.from_timestamp(times[-1])
+            return array, start_dt, end_dt
+
+        yield get_ohlc_history, {'erlangs': 3, 'rate': 3}

piker/data/cryptofeeds.py

@@ -1,5 +1,5 @@
 # piker: trading gear for hackers
-# Copyright (C) Guillermo Rodriguez (in stewardship for piker0)
+# Copyright (C) Jared Goldman (in stewardship for piker0)
 
 # This program is free software: you can redistribute it and/or modify
 # it under the terms of the GNU Affero General Public License as published by
@@ -35,6 +35,7 @@ from tractor import to_asyncio
 from cryptofeed import FeedHandler
 from cryptofeed.defines import TRADES, L2_BOOK
 from cryptofeed.symbols import Symbol
+from cryptofeed.types import OrderBook
 import asyncio
 
 from piker._cacheables import open_cached_client
@@ -53,84 +54,34 @@ _spawn_kwargs = {
 log = get_logger(__name__)
 
 
-def deribit_timestamp(when):
+def fqsn_to_cb_sym(pair_data: Symbol) -> Symbol:
-    return int((when.timestamp() * 1000) + (when.microsecond / 1000))
+    return Symbol(base=pair_data["baseCurrency"], quote=pair_data["quoteCurrency"])
 
 
-# def str_to_cb_sym(name: str) -> Symbol:
+def fqsn_to_cf_sym(fqsn: str, pairs: dict[str, Symbol]) -> str:
-#     base, strike_price, expiry_date, option_type = name.split("-")
+    pair_data = pairs[fqsn]
-#
+    return pair_data["baseCurrency"] + "-" + pair_data["quoteCurrency"]
-#     quote = base
-#
-#     if option_type == "put":
-#         option_type = PUT
-#     elif option_type == "call":
-#         option_type = CALL
-#     else:
-#         raise Exception("Couldn't parse option type")
-#
-#     return Symbol(
-#         base,
-#         quote,
-#         type=OPTION,
-#         strike_price=strike_price,
-#         option_type=option_type,
-#         expiry_date=expiry_date,
-#         expiry_normalize=False,
-#     )
-#
 
 
-def piker_sym_to_cb_sym(symbol) -> Symbol:
+def pair_data_to_cf_sym(sym_data: Symbol):
-    return Symbol(
+    return sym_data["baseCurrency"] + "-" + sym_data["quoteCurrency"]
-        base=symbol['baseCurrency'],
-        quote=symbol['quoteCurrency']
-    )
 
 
-def cb_sym_to_deribit_inst(sym: Symbol):
+def cf_sym_to_fqsn(sym: str) -> str:
-    # cryptofeed normalized
+    return sym.lower().replace("-", "")
-    cb_norm = ["F", "G", "H", "J", "K", "M", "N", "Q", "U", "V", "X", "Z"]
-
-    # deribit specific
-    months = [
-        "JAN",
-        "FEB",
-        "MAR",
-        "APR",
-        "MAY",
-        "JUN",
-        "JUL",
-        "AUG",
-        "SEP",
-        "OCT",
-        "NOV",
-        "DEC",
-    ]
-
-    exp = sym.expiry_date
-
-    # YYMDD
-    # 01234
-    year, month, day = (exp[:2], months[cb_norm.index(exp[2:3])], exp[3:])
-
-    otype = "C" if sym.option_type == CALL else "P"
-
-    return f"{sym.base}-{day}{month}{year}-{sym.strike_price}-{otype}"
 
 
 def get_config(exchange: str) -> dict[str, Any]:
     conf, path = config.load()
 
     section = conf.get(exchange.lower())
-    breakpoint()
 
     # TODO: document why we send this, basically because logging params for cryptofeed
     conf["log"] = {}
     conf["log"]["disabled"] = True
 
     if section is None:
-        log.warning(f"No config section found for deribit in {path}")
+        log.warning(f"No config section found for deribit in {exchange}")
 
     return conf
 
@@ -145,64 +96,53 @@ async def mk_stream_quotes(
     # startup sync
     task_status: TaskStatus[tuple[dict, dict]] = trio.TASK_STATUS_IGNORED,
 ) -> None:
-
     # XXX: required to propagate ``tractor`` loglevel to piker logging
     get_console_log(loglevel or tractor.current_actor().loglevel)
 
     sym = symbols[0]
 
     async with (open_cached_client(exchange.lower()) as client, send_chan as send_chan):
-        # create init message here
+        pairs = await client.cache_pairs()
 
-        cache = await client.cache_symbols()
+        pair_data = pairs[sym]
-
-        cf_syms = {}
-        for key, value in cache.items():
-            cf_sym = key.lower().replace('-', '')
-            cf_syms[cf_sym] = value 
-
-        cf_sym = cf_syms[sym]
-
-        async with maybe_open_price_feed(cf_sym, exchange, channels) as stream:
 
+        async with maybe_open_price_feed(pair_data, exchange, channels) as stream:
             init_msgs = {
                 # pass back token, and bool, signalling if we're the writer
                 # and that history has been written
                 sym: {
-                    'symbol_info': {
+                    "symbol_info": {"asset_type": "crypto", "price_tick_size": 0.0005},
-                        'asset_type': 'crypto',
+                    "shm_write_opts": {"sum_tick_vml": False},
-                        'price_tick_size': 0.0005
+                    "fqsn": sym,
-                    },
-                    'shm_write_opts': {'sum_tick_vml': False},
-                    'fqsn': sym,
                 },
             }
 
             # broker schemas to validate symbol data
-            quote_msg = {"symbol": cf_sym["name"], "last": 0, "ticks": []}
+            quote_msg = {"symbol": pair_data["name"], "last": 0, "ticks": []}
-
             task_status.started((init_msgs, quote_msg))
 
             feed_is_live.set()
 
             async for typ, quote in stream:
+                print(f'streaming {typ} quote: {quote}')
                 topic = quote["symbol"]
                 await send_chan.send({topic: quote})
 
+
 @acm
 async def maybe_open_price_feed(
-    symbol, exchange, channels
+    pair_data: Symbol, exchange: str, channels
 ) -> trio.abc.ReceiveStream:
     # TODO: add a predicate to maybe_open_context
     # TODO: ensure we can dynamically pass down args here
     async with maybe_open_context(
         acm_func=open_price_feed,
         kwargs={
-            "symbol": symbol,
+            "pair_data": pair_data,
             "exchange": exchange,
             "channels": channels,
         },
-        key=symbol['name'],
+        key=pair_data["name"],
     ) as (cache_hit, feed):
         if cache_hit:
             yield broadcast_receiver(feed, 10)
@@ -211,10 +151,12 @@ async def maybe_open_price_feed(
 
 
 @acm
-async def open_price_feed(symbol: str, exchange, channels) -> trio.abc.ReceiveStream:
+async def open_price_feed(
+    pair_data: Symbol, exchange, channels
+) -> trio.abc.ReceiveStream:
     async with maybe_open_feed_handler(exchange) as fh:
         async with to_asyncio.open_channel_from(
-            partial(aio_price_feed_relay, exchange, channels, fh, symbol)
+            partial(aio_price_feed_relay, pair_data, exchange, channels, fh)
         ) as (first, chan):
             yield chan
 
@@ -224,7 +166,7 @@ async def maybe_open_feed_handler(exchange: str) -> trio.abc.ReceiveStream:
     async with maybe_open_context(
         acm_func=open_feed_handler,
         kwargs={
-            'exchange': exchange,
+            "exchange": exchange,
         },
         key="feedhandler",
     ) as (cache_hit, fh):
@@ -239,74 +181,78 @@ async def open_feed_handler(exchange: str):
 
 
 async def aio_price_feed_relay(
+    pair_data: Symbol,
     exchange: str,
     channels: list[str],
     fh: FeedHandler,
-    symbol: Symbol,
     from_trio: asyncio.Queue,
     to_trio: trio.abc.SendChannel,
 ) -> None:
     async def _trade(data: dict, receipt_timestamp):
-        breakpoint()
+        print(f' trade data: {data}')
-        # to_trio.send_nowait(
+        to_trio.send_nowait(
-        #     (
+            (
-        #         "trade",
+                "trade",
-        #         {
+                {
-        #             "symbol": cb_sym_to_deribit_inst(
+                    "symbol": cf_sym_to_fqsn(data.symbol),
-        #                 str_to_cb_sym(data.symbol)
+                    "last": float(data.to_dict()['price']),
-        #             ).lower(),
+                    "broker_ts": time.time(),
-        #             "last": data,
+                    "data": data.to_dict(),
-        #             "broker_ts": time.time(),
+                    "receipt": receipt_timestamp,
-        #             "data": data.to_dict(),
+                },
-        #             "receipt": receipt_timestamp,
+            )
-        #         },
+        )
-        #     )
-        # )
 
     async def _l1(data: dict, receipt_timestamp):
-        breakpoint()
+        print(f'l2 data: {data}')
-        # to_trio.send_nowait(
+        bid = data.book.to_dict()['bid']
-        #     (
+        ask = data.book.to_dict()['ask']
-        #         "l1",
+        l1_ask_price, l1_ask_size = next(iter(ask.items()))
-        #         {
+        l1_bid_price, l1_bid_size = next(iter(bid.items()))
-        #             "symbol": cb_sym_to_deribit_inst(
+
-        #                 str_to_cb_sym(data.symbol)
+        to_trio.send_nowait(
-        #             ).lower(),
+            ( 
-        #             "ticks": [
+                "l1",
-        #                 {
+                {
-        #                     "type": "bid",
+                    "symbol": cf_sym_to_fqsn(data.symbol),
-        #                     "price": float(data.bid_price),
+                    "ticks": [
-        #                     "size": float(data.bid_size),
+                        {
-        #                 },
+                            "type": "bid",
-        #                 {
+                            "price": float(l1_bid_price),
-        #                     "type": "bsize",
+                            "size": float(l1_bid_size),
-        #                     "price": float(data.bid_price),
+                        },
-        #                     "size": float(data.bid_size),
+                        {
-        #                 },
+                            "type": "bsize",
-        #                 {
+                            "price": float(l1_bid_price),
-        #                     "type": "ask",
+                            "size": float(l1_bid_size),
-        #                     "price": float(data.ask_price),
+                        },
-        #                     "size": float(data.ask_size),
+                        {
-        #                 },
+                            "type": "ask",
-        #                 {
+                            "price": float(l1_ask_price),
-        #                     "type": "asize",
+                            "size": float(l1_ask_size),
-        #                     "price": float(data.ask_price),
+                        },
-        #                     "size": float(data.ask_size),
+                        {
-        #                 },
+                            "type": "asize",
-        #             ],
+                            "price": float(l1_ask_price),
-        #         },
+                            "size": float(l1_ask_size),
-        #     )
+                        },
-        # )
+                    ]
+                }
+            )
+        )
+
     fh.add_feed(
         exchange,
         channels=channels,
-        symbols=[piker_sym_to_cb_sym(symbol)],
+        symbols=[pair_data_to_cf_sym(pair_data)],
-        callbacks={TRADES: _trade, L2_BOOK: _l1},
+        callbacks={TRADES: _trade, L2_BOOK: _l1}
     )
 
     if not fh.running:
-        fh.run(start_loop=False, install_signal_handlers=False)
+        try:
-
+            fh.run(start_loop=False, install_signal_handlers=False)
+        except BaseExceptionGroup as e:
+            breakpoint()
     # sync with trio
     to_trio.send_nowait(None)