]> git.immae.eu Git - perso/Immae/Projets/Cryptomonnaies/Cryptoportfolio/Trader.git/blame - market.py
Change psycopg package to binary
[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)
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88 key = "/cryptoportfolio/{}/latest/date".format(self.market_id)
89 conn.set(key, date.isoformat())
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90 except Exception as e:
91 print("impossible to store report to redis: {}; {}".format(e.__class__.__name__, e))
92
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93 def process(self, actions, before=False, after=False):
94 try:
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95 for action in actions:
96 if bool(before) is bool(after):
97 self.processor.process(action, steps="all")
98 elif before:
99 self.processor.process(action, steps="before")
100 elif after:
101 self.processor.process(action, steps="after")
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102 except Exception as e:
103 self.report.log_error("market_process", exception=e)
104 finally:
105 self.store_report()
f86ee140 106
b47d7b54 107 @retry((RequestTimeout, InvalidNonce), tries=5)
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108 def move_balances(self):
109 needed_in_margin = {}
110 moving_to_margin = {}
111
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112 for currency, balance in self.balances.all.items():
113 needed_in_margin[currency] = balance.margin_in_position - balance.margin_pending_gain
114 for trade in self.trades.pending:
115 needed_in_margin.setdefault(trade.base_currency, 0)
f86ee140 116 if trade.trade_type == "short":
aca4d437 117 needed_in_margin[trade.base_currency] -= trade.delta
f86ee140 118 for currency, needed in needed_in_margin.items():
aca4d437 119 current_balance = self.balances.all[currency].margin_available
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120 moving_to_margin[currency] = (needed - current_balance)
121 delta = moving_to_margin[currency].value
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122 action = "Moving {} from exchange to margin".format(moving_to_margin[currency])
123
aca4d437 124 if self.debug and delta != 0:
337c8286 125 self.report.log_debug_action(action)
f86ee140 126 continue
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127 try:
128 if delta > 0:
129 self.ccxt.transfer_balance(currency, delta, "exchange", "margin")
130 elif delta < 0:
131 self.ccxt.transfer_balance(currency, -delta, "margin", "exchange")
b47d7b54 132 except (RequestTimeout, InvalidNonce) as e:
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133 self.report.log_error(action, message="Retrying", exception=e)
134 self.report.log_move_balances(needed_in_margin, moving_to_margin)
135 self.balances.fetch_balances()
136 raise e
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137 self.report.log_move_balances(needed_in_margin, moving_to_margin)
138
139 self.balances.fetch_balances()
140
aca4d437 141 @ttl_cache(ttl=3600)
f86ee140 142 def fetch_fees(self):
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143 return self.ccxt.fetch_fees()
144
145 @ttl_cache(maxsize=20, ttl=5)
146 def get_tickers(self, refresh=False):
147 try:
148 return self.ccxt.fetch_tickers()
149 except NotSupported:
150 return None
f86ee140 151
aca4d437 152 @ttl_cache(maxsize=20, ttl=5)
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153 def get_ticker(self, c1, c2, refresh=False):
154 def invert(ticker):
155 return {
156 "inverted": True,
157 "average": (1/ticker["bid"] + 1/ticker["ask"]) / 2,
158 "original": ticker,
159 }
160 def augment_ticker(ticker):
161 ticker.update({
162 "inverted": False,
163 "average": (ticker["bid"] + ticker["ask"] ) / 2,
164 })
7192b2e1 165 return ticker
f86ee140 166
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167 tickers = self.get_tickers()
168 if tickers is None:
f86ee140 169 try:
7192b2e1 170 ticker = augment_ticker(self.ccxt.fetch_ticker("{}/{}".format(c1, c2)))
f86ee140 171 except ExchangeError:
aca4d437 172 try:
7192b2e1 173 ticker = invert(augment_ticker(self.ccxt.fetch_ticker("{}/{}".format(c2, c1))))
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174 except ExchangeError:
175 ticker = None
176 else:
177 if "{}/{}".format(c1, c2) in tickers:
7192b2e1 178 ticker = augment_ticker(tickers["{}/{}".format(c1, c2)])
aca4d437 179 elif "{}/{}".format(c2, c1) in tickers:
7192b2e1 180 ticker = invert(augment_ticker(tickers["{}/{}".format(c2, c1)]))
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181 else:
182 ticker = None
183 return ticker
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184
185 def follow_orders(self, sleep=None):
186 if sleep is None:
187 sleep = 7 if self.debug else 30
188 if self.debug:
189 self.report.log_debug_action("Set follow_orders tick to {}s".format(sleep))
190 tick = 0
191 self.report.log_stage("follow_orders_begin")
192 while len(self.trades.all_orders(state="open")) > 0:
193 time.sleep(sleep)
194 tick += 1
195 open_orders = self.trades.all_orders(state="open")
196 self.report.log_stage("follow_orders_tick_{}".format(tick))
197 self.report.log_orders(open_orders, tick=tick)
198 for order in open_orders:
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199 status = order.get_status()
200 if status != "open":
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201 self.report.log_order(order, tick, finished=True)
202 else:
203 order.trade.update_order(order, tick)
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204 if status == "error_disappeared":
205 self.report.log_error("follow_orders",
206 message="{} disappeared, recreating it".format(order))
207 order.trade.prepare_order(
208 compute_value=order.trade.tick_actions_recreate(tick))
209
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210 self.report.log_stage("follow_orders_end")
211
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212 def prepare_trades(self, base_currency="BTC", liquidity="medium",
213 compute_value="average", repartition=None, only=None):
214
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215 self.report.log_stage("prepare_trades",
216 base_currency=base_currency, liquidity=liquidity,
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217 compute_value=compute_value, only=only,
218 repartition=repartition)
f86ee140 219
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220 values_in_base = self.balances.in_currency(base_currency,
221 compute_value=compute_value)
f86ee140 222 total_base_value = sum(values_in_base.values())
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223 new_repartition = self.balances.dispatch_assets(total_base_value,
224 liquidity=liquidity, repartition=repartition)
225 self.trades.compute_trades(values_in_base, new_repartition, only=only)
2308a1c4 226
ceb7fc4c 227 def print_tickers(self, base_currency="BTC"):
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228 if base_currency is not None:
229 self.report.print_log("total:")
230 self.report.print_log(sum(self.balances.in_currency(base_currency).values()))
231
232class Processor:
233 scenarios = {
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234 "wait_for_cryptoportfolio": [
235 {
236 "name": "wait",
237 "number": 1,
238 "before": False,
239 "after": True,
240 "wait_for_recent": {},
241 },
242 ],
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243 "print_balances": [
244 {
245 "name": "print_balances",
246 "number": 1,
247 "fetch_balances": ["begin"],
248 "print_tickers": { "base_currency": "BTC" },
249 }
250 ],
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251 "print_orders": [
252 {
253 "name": "wait",
254 "number": 1,
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255 "before": True,
256 "after": False,
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257 "wait_for_recent": {},
258 },
259 {
260 "name": "make_orders",
261 "number": 2,
262 "before": False,
263 "after": True,
264 "fetch_balances": ["begin"],
265 "prepare_trades": { "compute_value": "average" },
266 "prepare_orders": { "compute_value": "average" },
267 },
268 ],
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269 "sell_needed": [
270 {
271 "name": "wait",
272 "number": 0,
273 "before": False,
274 "after": True,
275 "wait_for_recent": {},
276 },
277 {
278 "name": "sell",
279 "number": 1,
280 "before": False,
281 "after": True,
282 "fetch_balances": ["begin", "end"],
283 "prepare_trades": {},
284 "prepare_orders": { "only": "dispose", "compute_value": "average" },
285 "run_orders": {},
286 "follow_orders": {},
287 "close_trades": {},
288 },
289 {
290 "name": "buy",
291 "number": 2,
292 "before": False,
293 "after": True,
294 "fetch_balances": ["begin", "end"],
295 "prepare_trades": { "only": "acquire" },
296 "prepare_orders": { "only": "acquire", "compute_value": "average" },
297 "move_balances": {},
298 "run_orders": {},
299 "follow_orders": {},
300 "close_trades": {},
301 },
302 ],
303 "sell_all": [
304 {
305 "name": "all_sell",
306 "number": 1,
307 "before": True,
308 "after": False,
309 "fetch_balances": ["begin", "end"],
310 "prepare_trades": { "repartition": { "base_currency": (1, "long") } },
311 "prepare_orders": { "compute_value": "average" },
312 "run_orders": {},
313 "follow_orders": {},
314 "close_trades": {},
315 },
316 {
317 "name": "wait",
318 "number": 2,
319 "before": False,
320 "after": True,
321 "wait_for_recent": {},
322 },
323 {
324 "name": "all_buy",
325 "number": 3,
326 "before": False,
327 "after": True,
328 "fetch_balances": ["begin", "end"],
329 "prepare_trades": {},
330 "prepare_orders": { "compute_value": "average" },
331 "move_balances": {},
332 "run_orders": {},
333 "follow_orders": {},
334 "close_trades": {},
335 },
336 ]
337 }
338
339 ordered_actions = [
340 "wait_for_recent", "prepare_trades", "prepare_orders",
341 "move_balances", "run_orders", "follow_orders",
ceb7fc4c 342 "close_trades", "print_tickers"]
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343
344 def __init__(self, market):
345 self.market = market
346
347 def select_steps(self, scenario, step):
348 if step == "all":
349 return scenario
350 elif step == "before" or step == "after":
ceb7fc4c 351 return list(filter(lambda x: x.get(step, False), scenario))
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352 elif type(step) == int:
353 return [scenario[step-1]]
354 elif type(step) == str:
355 return list(filter(lambda x: x["name"] == step, scenario))
356 else:
357 raise TypeError("Unknown step {}".format(step))
358
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359 def can_process(self, scenario_name):
360 return scenario_name in self.scenarios
361
1f117ac7 362 def process(self, scenario_name, steps="all", **kwargs):
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363 if not self.can_process(scenario_name):
364 raise TypeError("Unknown scenario {}".format(scenario_name))
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365 scenario = self.scenarios[scenario_name]
366 selected_steps = []
367
368 if type(steps) == str or type(steps) == int:
369 selected_steps += self.select_steps(scenario, steps)
370 else:
371 for step in steps:
372 selected_steps += self.select_steps(scenario, step)
373 for step in selected_steps:
374 self.process_step(scenario_name, step, kwargs)
375
376 def process_step(self, scenario_name, step, kwargs):
377 process_name = "process_{}__{}_{}".format(scenario_name, step["number"], step["name"])
378 self.market.report.log_stage("{}_begin".format(process_name))
379 if "begin" in step.get("fetch_balances", []):
380 self.market.balances.fetch_balances(tag="{}_begin".format(process_name))
381
382 for action in self.ordered_actions:
383 if action in step:
384 self.run_action(action, step[action], kwargs)
385
386 if "end" in step.get("fetch_balances", []):
387 self.market.balances.fetch_balances(tag="{}_end".format(process_name))
388 self.market.report.log_stage("{}_end".format(process_name))
389
390 def method_arguments(self, action):
391 import inspect
392
393 if action == "wait_for_recent":
ada1b5f1 394 method = Portfolio.wait_for_recent
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395 elif action == "prepare_trades":
396 method = self.market.prepare_trades
397 elif action == "prepare_orders":
398 method = self.market.trades.prepare_orders
399 elif action == "move_balances":
400 method = self.market.move_balances
401 elif action == "run_orders":
402 method = self.market.trades.run_orders
403 elif action == "follow_orders":
404 method = self.market.follow_orders
405 elif action == "close_trades":
406 method = self.market.trades.close_trades
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407 elif action == "print_tickers":
408 method = self.market.print_tickers
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409
410 signature = inspect.getfullargspec(method)
411 defaults = signature.defaults or []
412 kwargs = signature.args[-len(defaults):]
413
414 return [method, kwargs]
415
416 def parse_args(self, action, default_args, kwargs):
417 method, allowed_arguments = self.method_arguments(action)
418 args = {k: v for k, v in {**default_args, **kwargs}.items() if k in allowed_arguments }
419
420 if "repartition" in args and "base_currency" in args["repartition"]:
421 r = args["repartition"]
422 r[args.get("base_currency", "BTC")] = r.pop("base_currency")
423
424 return method, args
425
426 def run_action(self, action, default_args, kwargs):
427 method, args = self.parse_args(action, default_args, kwargs)
428
ada1b5f1 429 method(**args)