]> git.immae.eu Git - perso/Immae/Projets/Cryptomonnaies/Cryptoportfolio/Trader.git/blame - market.py
Merge branch 'redis' into dev
[perso/Immae/Projets/Cryptomonnaies/Cryptoportfolio/Trader.git] / market.py
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b47d7b54 1from ccxt import ExchangeError, NotSupported, RequestTimeout, InvalidNonce
774c099c 2import ccxt_wrapper as ccxt
f86ee140 3import time
b4e0ba0b 4import psycopg2
1593c7a9 5import redis
f86ee140 6from store import *
aca4d437 7from cachetools.func import ttl_cache
1f117ac7 8from datetime import datetime
e7d7c0e5 9import datetime
337c8286 10from retry import retry
1f117ac7 11import portfolio
4c51aa71 12
f86ee140
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13class Market:
14 debug = False
15 ccxt = None
16 report = None
17 trades = None
18 balances = None
ecba1113 19
35667b31 20 def __init__(self, ccxt_instance, args, **kwargs):
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21 self.args = args
22 self.debug = args.debug
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23 self.ccxt = ccxt_instance
24 self.ccxt._market = self
07fa7a4b 25 self.report = ReportStore(self, verbose_print=(not args.quiet))
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26 self.trades = TradeStore(self)
27 self.balances = BalanceStore(self)
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28 self.processor = Processor(self)
29
1593c7a9 30 for key in ["user_id", "market_id", "pg_config", "redis_config"]:
35667b31 31 setattr(self, key, kwargs.get(key, None))
f86ee140 32
e7d7c0e5 33 self.report.log_market(self.args)
90d7423e 34
f86ee140 35 @classmethod
35667b31 36 def from_config(cls, config, args, **kwargs):
1f117ac7 37 config["apiKey"] = config.pop("key", None)
d24bb10c 38
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39 ccxt_instance = ccxt.poloniexE(config)
40
35667b31 41 return cls(ccxt_instance, args, **kwargs)
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42
43 def store_report(self):
9bde69bf 44 self.report.merge(Portfolio.report)
e7d7c0e5 45 date = datetime.datetime.now()
a42d6cc8 46 if self.args.report_path is not None:
b4e0ba0b 47 self.store_file_report(date)
a42d6cc8 48 if self.pg_config is not None and self.args.report_db:
b4e0ba0b 49 self.store_database_report(date)
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50 if self.redis_config is not None and self.args.report_redis:
51 self.store_redis_report(date)
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52
53 def store_file_report(self, date):
1f117ac7 54 try:
a42d6cc8 55 report_file = "{}/{}_{}".format(self.args.report_path, date.isoformat(), self.user_id)
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56 with open(report_file + ".json", "w") as f:
57 f.write(self.report.to_json())
58 with open(report_file + ".log", "w") as f:
59 f.write("\n".join(map(lambda x: x[1], self.report.print_logs)))
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60 except Exception as e:
61 print("impossible to store report file: {}; {}".format(e.__class__.__name__, e))
62
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63 def store_database_report(self, date):
64 try:
65 report_query = 'INSERT INTO reports("date", "market_config_id", "debug") VALUES (%s, %s, %s) RETURNING id;'
66 line_query = 'INSERT INTO report_lines("date", "report_id", "type", "payload") VALUES (%s, %s, %s, %s);'
67 connection = psycopg2.connect(**self.pg_config)
68 cursor = connection.cursor()
69 cursor.execute(report_query, (date, self.market_id, self.debug))
70 report_id = cursor.fetchone()[0]
71 for date, type_, payload in self.report.to_json_array():
72 cursor.execute(line_query, (date, report_id, type_, payload))
73
74 connection.commit()
75 cursor.close()
76 connection.close()
77 except Exception as e:
78 print("impossible to store report to database: {}; {}".format(e.__class__.__name__, e))
79
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80 def store_redis_report(self, date):
81 try:
82 conn = redis.Redis(**self.redis_config)
83 for type_, log in self.report.to_json_redis():
84 key = "/cryptoportfolio/{}/{}/{}".format(self.market_id, date.isoformat(), type_)
85 conn.set(key, log, ex=31*24*60*60)
86 key = "/cryptoportfolio/{}/latest/{}".format(self.market_id, type_)
87 conn.set(key, log)
88 except Exception as e:
89 print("impossible to store report to redis: {}; {}".format(e.__class__.__name__, e))
90
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91 def process(self, actions, before=False, after=False):
92 try:
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93 for action in actions:
94 if bool(before) is bool(after):
95 self.processor.process(action, steps="all")
96 elif before:
97 self.processor.process(action, steps="before")
98 elif after:
99 self.processor.process(action, steps="after")
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100 except Exception as e:
101 self.report.log_error("market_process", exception=e)
102 finally:
103 self.store_report()
f86ee140 104
b47d7b54 105 @retry((RequestTimeout, InvalidNonce), tries=5)
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106 def move_balances(self):
107 needed_in_margin = {}
108 moving_to_margin = {}
109
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110 for currency, balance in self.balances.all.items():
111 needed_in_margin[currency] = balance.margin_in_position - balance.margin_pending_gain
112 for trade in self.trades.pending:
113 needed_in_margin.setdefault(trade.base_currency, 0)
f86ee140 114 if trade.trade_type == "short":
aca4d437 115 needed_in_margin[trade.base_currency] -= trade.delta
f86ee140 116 for currency, needed in needed_in_margin.items():
aca4d437 117 current_balance = self.balances.all[currency].margin_available
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118 moving_to_margin[currency] = (needed - current_balance)
119 delta = moving_to_margin[currency].value
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120 action = "Moving {} from exchange to margin".format(moving_to_margin[currency])
121
aca4d437 122 if self.debug and delta != 0:
337c8286 123 self.report.log_debug_action(action)
f86ee140 124 continue
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125 try:
126 if delta > 0:
127 self.ccxt.transfer_balance(currency, delta, "exchange", "margin")
128 elif delta < 0:
129 self.ccxt.transfer_balance(currency, -delta, "margin", "exchange")
b47d7b54 130 except (RequestTimeout, InvalidNonce) as e:
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131 self.report.log_error(action, message="Retrying", exception=e)
132 self.report.log_move_balances(needed_in_margin, moving_to_margin)
133 self.balances.fetch_balances()
134 raise e
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135 self.report.log_move_balances(needed_in_margin, moving_to_margin)
136
137 self.balances.fetch_balances()
138
aca4d437 139 @ttl_cache(ttl=3600)
f86ee140 140 def fetch_fees(self):
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141 return self.ccxt.fetch_fees()
142
143 @ttl_cache(maxsize=20, ttl=5)
144 def get_tickers(self, refresh=False):
145 try:
146 return self.ccxt.fetch_tickers()
147 except NotSupported:
148 return None
f86ee140 149
aca4d437 150 @ttl_cache(maxsize=20, ttl=5)
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151 def get_ticker(self, c1, c2, refresh=False):
152 def invert(ticker):
153 return {
154 "inverted": True,
155 "average": (1/ticker["bid"] + 1/ticker["ask"]) / 2,
156 "original": ticker,
157 }
158 def augment_ticker(ticker):
159 ticker.update({
160 "inverted": False,
161 "average": (ticker["bid"] + ticker["ask"] ) / 2,
162 })
7192b2e1 163 return ticker
f86ee140 164
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165 tickers = self.get_tickers()
166 if tickers is None:
f86ee140 167 try:
7192b2e1 168 ticker = augment_ticker(self.ccxt.fetch_ticker("{}/{}".format(c1, c2)))
f86ee140 169 except ExchangeError:
aca4d437 170 try:
7192b2e1 171 ticker = invert(augment_ticker(self.ccxt.fetch_ticker("{}/{}".format(c2, c1))))
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172 except ExchangeError:
173 ticker = None
174 else:
175 if "{}/{}".format(c1, c2) in tickers:
7192b2e1 176 ticker = augment_ticker(tickers["{}/{}".format(c1, c2)])
aca4d437 177 elif "{}/{}".format(c2, c1) in tickers:
7192b2e1 178 ticker = invert(augment_ticker(tickers["{}/{}".format(c2, c1)]))
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179 else:
180 ticker = None
181 return ticker
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182
183 def follow_orders(self, sleep=None):
184 if sleep is None:
185 sleep = 7 if self.debug else 30
186 if self.debug:
187 self.report.log_debug_action("Set follow_orders tick to {}s".format(sleep))
188 tick = 0
189 self.report.log_stage("follow_orders_begin")
190 while len(self.trades.all_orders(state="open")) > 0:
191 time.sleep(sleep)
192 tick += 1
193 open_orders = self.trades.all_orders(state="open")
194 self.report.log_stage("follow_orders_tick_{}".format(tick))
195 self.report.log_orders(open_orders, tick=tick)
196 for order in open_orders:
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197 status = order.get_status()
198 if status != "open":
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199 self.report.log_order(order, tick, finished=True)
200 else:
201 order.trade.update_order(order, tick)
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202 if status == "error_disappeared":
203 self.report.log_error("follow_orders",
204 message="{} disappeared, recreating it".format(order))
205 order.trade.prepare_order(
206 compute_value=order.trade.tick_actions_recreate(tick))
207
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208 self.report.log_stage("follow_orders_end")
209
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210 def prepare_trades(self, base_currency="BTC", liquidity="medium",
211 compute_value="average", repartition=None, only=None):
212
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213 self.report.log_stage("prepare_trades",
214 base_currency=base_currency, liquidity=liquidity,
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215 compute_value=compute_value, only=only,
216 repartition=repartition)
f86ee140 217
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218 values_in_base = self.balances.in_currency(base_currency,
219 compute_value=compute_value)
f86ee140 220 total_base_value = sum(values_in_base.values())
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221 new_repartition = self.balances.dispatch_assets(total_base_value,
222 liquidity=liquidity, repartition=repartition)
223 self.trades.compute_trades(values_in_base, new_repartition, only=only)
2308a1c4 224
ceb7fc4c 225 def print_tickers(self, base_currency="BTC"):
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226 if base_currency is not None:
227 self.report.print_log("total:")
228 self.report.print_log(sum(self.balances.in_currency(base_currency).values()))
229
230class Processor:
231 scenarios = {
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232 "wait_for_cryptoportfolio": [
233 {
234 "name": "wait",
235 "number": 1,
236 "before": False,
237 "after": True,
238 "wait_for_recent": {},
239 },
240 ],
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241 "print_balances": [
242 {
243 "name": "print_balances",
244 "number": 1,
245 "fetch_balances": ["begin"],
246 "print_tickers": { "base_currency": "BTC" },
247 }
248 ],
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249 "print_orders": [
250 {
251 "name": "wait",
252 "number": 1,
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253 "before": True,
254 "after": False,
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255 "wait_for_recent": {},
256 },
257 {
258 "name": "make_orders",
259 "number": 2,
260 "before": False,
261 "after": True,
262 "fetch_balances": ["begin"],
263 "prepare_trades": { "compute_value": "average" },
264 "prepare_orders": { "compute_value": "average" },
265 },
266 ],
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267 "sell_needed": [
268 {
269 "name": "wait",
270 "number": 0,
271 "before": False,
272 "after": True,
273 "wait_for_recent": {},
274 },
275 {
276 "name": "sell",
277 "number": 1,
278 "before": False,
279 "after": True,
280 "fetch_balances": ["begin", "end"],
281 "prepare_trades": {},
282 "prepare_orders": { "only": "dispose", "compute_value": "average" },
283 "run_orders": {},
284 "follow_orders": {},
285 "close_trades": {},
286 },
287 {
288 "name": "buy",
289 "number": 2,
290 "before": False,
291 "after": True,
292 "fetch_balances": ["begin", "end"],
293 "prepare_trades": { "only": "acquire" },
294 "prepare_orders": { "only": "acquire", "compute_value": "average" },
295 "move_balances": {},
296 "run_orders": {},
297 "follow_orders": {},
298 "close_trades": {},
299 },
300 ],
301 "sell_all": [
302 {
303 "name": "all_sell",
304 "number": 1,
305 "before": True,
306 "after": False,
307 "fetch_balances": ["begin", "end"],
308 "prepare_trades": { "repartition": { "base_currency": (1, "long") } },
309 "prepare_orders": { "compute_value": "average" },
310 "run_orders": {},
311 "follow_orders": {},
312 "close_trades": {},
313 },
314 {
315 "name": "wait",
316 "number": 2,
317 "before": False,
318 "after": True,
319 "wait_for_recent": {},
320 },
321 {
322 "name": "all_buy",
323 "number": 3,
324 "before": False,
325 "after": True,
326 "fetch_balances": ["begin", "end"],
327 "prepare_trades": {},
328 "prepare_orders": { "compute_value": "average" },
329 "move_balances": {},
330 "run_orders": {},
331 "follow_orders": {},
332 "close_trades": {},
333 },
334 ]
335 }
336
337 ordered_actions = [
338 "wait_for_recent", "prepare_trades", "prepare_orders",
339 "move_balances", "run_orders", "follow_orders",
ceb7fc4c 340 "close_trades", "print_tickers"]
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341
342 def __init__(self, market):
343 self.market = market
344
345 def select_steps(self, scenario, step):
346 if step == "all":
347 return scenario
348 elif step == "before" or step == "after":
ceb7fc4c 349 return list(filter(lambda x: x.get(step, False), scenario))
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350 elif type(step) == int:
351 return [scenario[step-1]]
352 elif type(step) == str:
353 return list(filter(lambda x: x["name"] == step, scenario))
354 else:
355 raise TypeError("Unknown step {}".format(step))
356
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357 def can_process(self, scenario_name):
358 return scenario_name in self.scenarios
359
1f117ac7 360 def process(self, scenario_name, steps="all", **kwargs):
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361 if not self.can_process(scenario_name):
362 raise TypeError("Unknown scenario {}".format(scenario_name))
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363 scenario = self.scenarios[scenario_name]
364 selected_steps = []
365
366 if type(steps) == str or type(steps) == int:
367 selected_steps += self.select_steps(scenario, steps)
368 else:
369 for step in steps:
370 selected_steps += self.select_steps(scenario, step)
371 for step in selected_steps:
372 self.process_step(scenario_name, step, kwargs)
373
374 def process_step(self, scenario_name, step, kwargs):
375 process_name = "process_{}__{}_{}".format(scenario_name, step["number"], step["name"])
376 self.market.report.log_stage("{}_begin".format(process_name))
377 if "begin" in step.get("fetch_balances", []):
378 self.market.balances.fetch_balances(tag="{}_begin".format(process_name))
379
380 for action in self.ordered_actions:
381 if action in step:
382 self.run_action(action, step[action], kwargs)
383
384 if "end" in step.get("fetch_balances", []):
385 self.market.balances.fetch_balances(tag="{}_end".format(process_name))
386 self.market.report.log_stage("{}_end".format(process_name))
387
388 def method_arguments(self, action):
389 import inspect
390
391 if action == "wait_for_recent":
ada1b5f1 392 method = Portfolio.wait_for_recent
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393 elif action == "prepare_trades":
394 method = self.market.prepare_trades
395 elif action == "prepare_orders":
396 method = self.market.trades.prepare_orders
397 elif action == "move_balances":
398 method = self.market.move_balances
399 elif action == "run_orders":
400 method = self.market.trades.run_orders
401 elif action == "follow_orders":
402 method = self.market.follow_orders
403 elif action == "close_trades":
404 method = self.market.trades.close_trades
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405 elif action == "print_tickers":
406 method = self.market.print_tickers
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407
408 signature = inspect.getfullargspec(method)
409 defaults = signature.defaults or []
410 kwargs = signature.args[-len(defaults):]
411
412 return [method, kwargs]
413
414 def parse_args(self, action, default_args, kwargs):
415 method, allowed_arguments = self.method_arguments(action)
416 args = {k: v for k, v in {**default_args, **kwargs}.items() if k in allowed_arguments }
417
418 if "repartition" in args and "base_currency" in args["repartition"]:
419 r = args["repartition"]
420 r[args.get("base_currency", "BTC")] = r.pop("base_currency")
421
422 return method, args
423
424 def run_action(self, action, default_args, kwargs):
425 method, args = self.parse_args(action, default_args, kwargs)
426
ada1b5f1 427 method(**args)