30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414 | class DriftUser:
"""This class is the main way to retrieve and inspect drift user account data."""
def __init__(
self,
drift_client,
user_public_key: Pubkey,
account_subscription: Optional[
AccountSubscriptionConfig
] = AccountSubscriptionConfig.default(),
):
"""Initialize the user object
Args:
drift_client(DriftClient): required for program_id, idl, things (keypair doesnt matter)
user_public_key (Pubkey): pubkey for user account
account_subscription (Optional[AccountSubscriptionConfig], optional): method of receiving account updates
"""
from driftpy.drift_client import DriftClient
self.drift_client: DriftClient = drift_client
self.program = drift_client.program
self.oracle_program = drift_client
self.connection = self.program.provider.connection
self.user_public_key = user_public_key
self.account_subscriber = account_subscription.get_user_client_subscriber(
self.program, self.user_public_key
)
async def subscribe(self):
await self.account_subscriber.subscribe()
def unsubscribe(self):
self.account_subscriber.unsubscribe()
def get_oracle_data_for_spot_market(
self, market_index: int
) -> Optional[OraclePriceData]:
return self.drift_client.get_oracle_price_data_for_spot_market(market_index)
def get_oracle_data_for_perp_market(
self, market_index: int
) -> Optional[OraclePriceData]:
return self.drift_client.get_oracle_price_data_for_perp_market(market_index)
def get_perp_market_account(self, market_index: int) -> PerpMarketAccount:
return self.drift_client.get_perp_market_account(market_index)
def get_spot_market_account(self, market_index: int) -> SpotMarketAccount:
return self.drift_client.get_spot_market_account(market_index)
def get_user_account_and_slot(self) -> DataAndSlot[UserAccount]:
return self.account_subscriber.get_user_account_and_slot()
def get_user_account(self) -> UserAccount:
return self.account_subscriber.get_user_account_and_slot().data
def get_token_amount(self, market_index: int) -> int:
spot_position = self.get_spot_position(market_index)
if spot_position is None:
return 0
spot_market = self.get_spot_market_account(market_index)
token_amount = get_token_amount(
spot_position.scaled_balance, spot_market, spot_position.balance_type
)
return get_signed_token_amount(token_amount, spot_position.balance_type)
def get_order(self, order_id: int) -> Optional[Order]:
for order in self.get_user_account().orders:
if order.order_id == order_id:
return order
return None
def get_order_by_user_order_id(self, user_order_id: int):
for order in self.get_user_account().orders:
if order.user_order_id == user_order_id:
return order
return None
def get_open_orders(
self,
):
return list(
filter(
lambda order: "Open" in str(order.status),
self.get_user_account().orders,
)
)
def get_perp_position(self, market_index: int) -> Optional[PerpPosition]:
for position in self.get_user_account().perp_positions:
if position.market_index == market_index and not is_available(position):
return position
return None
def get_spot_position(self, market_index: int) -> Optional[SpotPosition]:
for position in self.get_user_account().spot_positions:
if (
position.market_index == market_index
and not is_spot_position_available(position)
):
return position
return None
def get_perp_market_liability(
self,
market_index: int = None,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = 0,
include_open_orders: bool = False,
signed: bool = False,
):
user = self.get_user_account()
total_liability_value = 0
for position in user.perp_positions:
if market_index is not None and market_index != position.market_index:
continue
if position.lp_shares > 0:
continue
market = self.drift_client.get_perp_market_account(position.market_index)
price = (self.get_oracle_data_for_perp_market(position.market_index)).price
base_asset_amount = (
calculate_worst_case_base_asset_amount(position)
if include_open_orders
else position.base_asset_amount
)
base_value = (
((base_asset_amount) if signed else abs(base_asset_amount))
* price
/ (AMM_TO_QUOTE_PRECISION_RATIO * PRICE_PRECISION)
)
if margin_category is not None:
margin_ratio = calculate_market_margin_ratio(
market, abs(base_asset_amount), margin_category
)
if margin_category == MarginCategory.INITIAL:
margin_ratio = max(margin_ratio, user.max_margin_ratio)
if liquidation_buffer is not None:
margin_ratio += liquidation_buffer
base_value = base_value * margin_ratio / MARGIN_PRECISION
total_liability_value += base_value
return total_liability_value
def is_being_liquidated(self) -> bool:
user_account = self.get_user_account()
return (
user_account.status & (UserStatus.BEING_LIQUIDATED | UserStatus.BANKRUPT)
) > 0
def can_be_liquidated(self) -> bool:
total_collateral = self.get_total_collateral()
user = self.get_user_account()
liquidation_buffer = None
if self.is_being_liquidated():
liquidation_buffer = (
self.drift_client.get_state_account()
).liquidation_margin_buffer_ratio
maintenance_req = self.get_margin_requirement(
MarginCategory.MAINTENANCE, liquidation_buffer
)
return total_collateral < maintenance_req
def get_margin_requirement(
self,
margin_category: MarginCategory = MarginCategory.INITIAL,
liquidation_buffer: Optional[int] = 0,
strict: bool = False,
) -> int:
total_perp_pos_value = self.get_total_perp_position_value(
margin_category, liquidation_buffer, True, strict
)
spot_market_liab_value = self.get_spot_market_liability_value(
None, margin_category, liquidation_buffer, True, strict
)
return total_perp_pos_value + spot_market_liab_value
def get_total_perp_position_value(
self,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = None,
include_open_orders: Optional[bool] = False,
strict: bool = False,
) -> int:
total_perp_value = 0
for perp_position in self.get_active_perp_positions():
base_asset_value = self.calculate_weighted_perp_position_value(
perp_position,
margin_category,
liquidation_buffer,
include_open_orders,
strict,
)
total_perp_value += base_asset_value
return total_perp_value
def calculate_weighted_perp_position_value(
self,
perp_position: PerpPosition,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = None,
include_open_orders: Optional[bool] = False,
strict: bool = False,
) -> int:
market = self.drift_client.get_perp_market_account(perp_position.market_index)
if perp_position.lp_shares > 0:
perp_position = self.get_perp_position_with_lp_settle(
market.market_index,
copy.deepcopy(perp_position),
margin_category is not None,
)[0]
valuation_price = self.get_oracle_data_for_perp_market(
market.market_index
).price
if is_variant(market.status, "Settlement"):
valuation_price = market.expiry_price
base_asset_amount = (
calculate_worst_case_base_asset_amount(perp_position)
if include_open_orders
else perp_position.base_asset_amount
)
base_asset_value = (abs(base_asset_amount) * valuation_price) // BASE_PRECISION
if margin_category is not None:
margin_ratio = calculate_market_margin_ratio(
market,
abs(base_asset_amount),
margin_category,
self.get_user_account().max_margin_ratio,
)
if liquidation_buffer is not None:
margin_ratio += liquidation_buffer
if is_variant(market.status, "Settlement"):
margin_ratio = 0
quote_spot_market = self.drift_client.get_spot_market_account(
market.quote_spot_market_index
)
quote_oracle_price_data = self.get_oracle_data_for_spot_market(
QUOTE_SPOT_MARKET_INDEX
)
if strict:
quote_price = max(
quote_oracle_price_data.price,
quote_spot_market.historical_oracle_data.last_oracle_price_twap5min,
)
else:
quote_price = quote_oracle_price_data.price
base_asset_value = (
((base_asset_value * quote_price) // PRICE_PRECISION) * margin_ratio
) // MARGIN_PRECISION
if include_open_orders:
base_asset_value += (
perp_position.open_orders * OPEN_ORDER_MARGIN_REQUIREMENT
)
if perp_position.lp_shares > 0:
base_asset_value += max(
QUOTE_PRECISION,
(
(
valuation_price
* market.amm.order_step_size
* QUOTE_PRECISION
)
// AMM_RESERVE_PRECISION
)
// PRICE_PRECISION,
)
return base_asset_value
def get_active_perp_positions(self) -> list[PerpPosition]:
user = self.get_user_account()
return self.get_active_perp_positions_for_user_account(user)
def get_active_perp_positions_for_user_account(
self, user: UserAccount
) -> list[PerpPosition]:
return [
pos
for pos in user.perp_positions
if pos.base_asset_amount != 0
or pos.quote_asset_amount != 0
or pos.open_orders != 0
or pos.lp_shares != 0
]
def get_total_collateral(
self,
margin_category: Optional[MarginCategory] = MarginCategory.INITIAL,
strict: bool = False,
) -> int:
asset_value = self.get_spot_market_asset_value(
margin_category=margin_category, include_open_orders=True, strict=strict
)
pnl = self.get_unrealized_pnl(True, with_weight_margin_category=margin_category)
total_collateral = asset_value + pnl
return total_collateral
def get_free_collateral(
self, margin_category: MarginCategory = MarginCategory.INITIAL
):
total_collateral = self.get_total_collateral(margin_category, True)
if margin_category == MarginCategory.INITIAL:
margin_req = self.get_margin_requirement(margin_category, strict=True)
else:
margin_req = self.get_margin_requirement(margin_category)
free_collateral = total_collateral - margin_req
free_collateral = max(0, free_collateral)
return free_collateral
def get_user_spot_position(
self,
market_index: int,
) -> Optional[SpotPosition]:
user = self.get_user_account()
found = False
for position in user.spot_positions:
if (
position.market_index == market_index
and not is_spot_position_available(position)
):
found = True
break
if not found:
return None
return position
def get_user_position(
self,
market_index: int,
) -> Optional[PerpPosition]:
user = self.get_user_account()
found = False
for position in user.perp_positions:
if position.market_index == market_index and not is_available(position):
found = True
break
if not found:
return None
return position
def get_health(self) -> int:
if self.is_being_liquidated():
return 0
total_collateral = self.get_total_collateral(MarginCategory.MAINTENANCE)
maintenance_margin_req = self.get_margin_requirement(MarginCategory.MAINTENANCE)
if maintenance_margin_req == 0 and total_collateral >= 0:
return 100
elif total_collateral <= 0:
return 0
else:
return round(
min(100, max(0, (1 - maintenance_margin_req / total_collateral) * 100))
)
def get_unrealized_pnl(
self,
with_funding: bool = False,
market_index: int = None,
with_weight_margin_category: Optional[MarginCategory] = None,
strict: bool = False,
):
user = self.get_user_account()
quote_spot_market = self.drift_client.get_spot_market_account(
QUOTE_SPOT_MARKET_INDEX
)
unrealized_pnl = 0
for position in user.perp_positions:
if market_index is not None and position.market_index != market_index:
continue
market = self.drift_client.get_perp_market_account(position.market_index)
oracle_price_data = self.get_oracle_data_for_perp_market(
market.market_index
)
quote_oracle_price_data = self.get_oracle_data_for_spot_market(
quote_spot_market.market_index
)
if position.lp_shares > 0:
position = self.get_perp_position_with_lp_settle(
position.market_index, None, bool(with_weight_margin_category)
)[0]
position_upnl = calculate_position_pnl(
market, position, oracle_price_data, with_funding
)
if strict and position_upnl > 0:
quote_price = min(
quote_oracle_price_data.price,
quote_spot_market.historical_oracle_data.last_oracle_price_twap5min,
)
elif strict and position_upnl < 0:
quote_price = max(
quote_oracle_price_data.price,
quote_spot_market.historical_oracle_data.last_oracle_price_twap5min,
)
else:
quote_price = quote_oracle_price_data.price
position_upnl = (position_upnl * quote_price) // PRICE_PRECISION
if with_weight_margin_category:
if position_upnl > 0:
position_upnl = position_upnl * (
calculate_unrealized_asset_weight(
market,
quote_spot_market,
position_upnl,
with_weight_margin_category,
oracle_price_data,
)
)
position_upnl = position_upnl // SPOT_MARKET_WEIGHT_PRECISION
unrealized_pnl += position_upnl
return unrealized_pnl
def get_unrealized_funding_pnl(
self,
market_index: int = None,
):
user = self.get_user_account()
unrealized_pnl = 0
for position in user.perp_positions:
if market_index is not None and position.market_index != market_index:
continue
perp_market = self.drift_client.get_perp_market_account(
position.market_index
)
unrealized_pnl += calculate_position_funding_pnl(perp_market, position)
return unrealized_pnl
def get_spot_market_asset_and_liability_value(
self,
market_index: Optional[int] = None,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = None,
include_open_orders: bool = True,
strict: bool = False,
now: Optional[int] = None,
) -> (int, int):
now = now or int(time.time())
net_quote_value = 0
total_asset_value = 0
total_liability_value = 0
for spot_position in self.get_user_account().spot_positions:
count_for_base = (
market_index is None or market_index == spot_position.market_index
)
count_for_quote = (
market_index is None
or market_index == QUOTE_SPOT_MARKET_INDEX
or (include_open_orders and spot_position.open_orders != 0)
)
if is_spot_position_available(spot_position) or (
not count_for_base and not count_for_quote
):
continue
spot_market_account = self.drift_client.get_spot_market_account(
spot_position.market_index
)
oracle_price_data = self.get_oracle_data_for_spot_market(
spot_position.market_index
)
twap_5m = None
if strict:
twap_5m = calculate_live_oracle_twap(
spot_market_account.historical_oracle_data,
oracle_price_data,
now,
FIVE_MINUTE,
)
strict_oracle_price = StrictOraclePrice(oracle_price_data.price, twap_5m)
if (
spot_position.market_index == QUOTE_SPOT_MARKET_INDEX
and count_for_quote
):
token_amount = get_signed_token_amount(
get_token_amount(
spot_position.scaled_balance,
spot_market_account,
spot_position.balance_type,
),
spot_position.balance_type,
)
if is_variant(spot_position.balance_type, "Borrow"):
weighted_token_value = abs(
self.get_spot_liability_value(
token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
liquidation_buffer,
)
)
net_quote_value -= weighted_token_value
else:
weighted_token_value = self.get_spot_asset_value(
token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
)
net_quote_value += weighted_token_value
continue
if not include_open_orders and count_for_base:
if is_variant(spot_position.balance_type, "Borrow"):
token_amount = get_signed_token_amount(
get_token_amount(
spot_position.scaled_balance,
spot_market_account,
spot_position.balance_type,
),
"Borrow",
)
liability_value = abs(
self.get_spot_liability_value(
token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
liquidation_buffer,
)
)
total_liability_value += liability_value
else:
token_amount = get_token_amount(
spot_position.scaled_balance,
spot_market_account,
spot_position.balance_type,
)
asset_value = self.get_spot_asset_value(
token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
)
total_asset_value += asset_value
continue
order_fill_simulation = get_worst_case_token_amounts(
spot_position,
spot_market_account,
strict_oracle_price,
margin_category,
self.get_user_account().max_margin_ratio,
)
worst_case_token_amount = order_fill_simulation.token_amount
worst_case_quote_token_amount = order_fill_simulation.orders_value
if worst_case_token_amount > 0 and count_for_base:
base_asset_value = self.get_spot_asset_value(
worst_case_token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
)
total_asset_value += base_asset_value
if worst_case_token_amount < 0 and count_for_base:
base_liability_value = abs(
self.get_spot_liability_value(
worst_case_token_amount,
strict_oracle_price,
spot_market_account,
margin_category,
liquidation_buffer,
)
)
total_liability_value += base_liability_value
if worst_case_quote_token_amount > 0 and count_for_quote:
net_quote_value += worst_case_quote_token_amount
if worst_case_quote_token_amount < 0 and count_for_quote:
weight = SPOT_MARKET_WEIGHT_PRECISION
if margin_category == MarginCategory.INITIAL:
weight = max(weight, self.get_user_account().max_margin_ratio)
weighted_token_value = (
abs(worst_case_quote_token_amount)
* weight
// SPOT_MARKET_WEIGHT_PRECISION
)
net_quote_value -= weighted_token_value
total_liability_value += (
spot_position.open_orders * OPEN_ORDER_MARGIN_REQUIREMENT
)
if market_index is None or market_index == QUOTE_SPOT_MARKET_INDEX:
if net_quote_value > 0:
total_asset_value += net_quote_value
else:
total_liability_value += abs(net_quote_value)
return total_asset_value, total_liability_value
def get_spot_asset_value(
self,
token_amount: int,
strict_oracle_price: StrictOraclePrice,
spot_market_account: SpotMarketAccount,
margin_category: Optional[MarginCategory] = None,
) -> int:
asset_value = get_strict_token_value(
token_amount, spot_market_account.decimals, strict_oracle_price
)
if margin_category is not None:
weight = calculate_asset_weight(
token_amount,
strict_oracle_price.current,
spot_market_account,
margin_category,
)
if (
margin_category == MarginCategory.INITIAL
and spot_market_account.market_index != QUOTE_SPOT_MARKET_INDEX
):
user_custom_asset_weight = max(
0,
SPOT_MARKET_WEIGHT_PRECISION
- self.get_user_account().max_margin_ratio,
)
weight = min(weight, user_custom_asset_weight)
asset_value = (asset_value * weight) // SPOT_MARKET_WEIGHT_PRECISION
return asset_value
def get_spot_liability_value(
self,
token_amount: int,
strict_oracle_price: StrictOraclePrice,
spot_market_account: SpotMarketAccount,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = None,
) -> int:
liability_value = get_strict_token_value(
token_amount, spot_market_account.decimals, strict_oracle_price
)
if margin_category is not None:
weight = calculate_liability_weight(
token_amount, spot_market_account, margin_category
)
if (
margin_category == MarginCategory.INITIAL
and spot_market_account.market_index != QUOTE_SPOT_MARKET_INDEX
):
weight = max(
weight,
SPOT_MARKET_WEIGHT_PRECISION
+ self.get_user_account().max_margin_ratio,
)
if liquidation_buffer is not None:
weight += liquidation_buffer
liability_value = (liability_value * weight) // SPOT_MARKET_WEIGHT_PRECISION
return liability_value
def get_spot_market_asset_value(
self,
market_index: Optional[int] = None,
margin_category: Optional[MarginCategory] = None,
include_open_orders: bool = True,
strict: bool = False,
now: Optional[int] = None,
):
asset_value, _ = self.get_spot_market_asset_and_liability_value(
market_index,
margin_category,
include_open_orders=include_open_orders,
strict=strict,
now=now,
)
return asset_value
def get_spot_market_liability_value(
self,
market_index: Optional[int] = None,
margin_category: Optional[MarginCategory] = None,
liquidation_buffer: Optional[int] = None,
include_open_orders: bool = True,
strict: bool = False,
now: Optional[int] = None,
):
_, total_liability_value = self.get_spot_market_asset_and_liability_value(
market_index,
margin_category,
liquidation_buffer,
include_open_orders,
strict,
now,
)
return total_liability_value
def get_leverage(self, include_open_orders: bool = True) -> int:
perp_liability = self.get_perp_market_liability(
include_open_orders=include_open_orders
)
perp_pnl = self.get_unrealized_pnl(True)
(
spot_asset_value,
spot_liability_value,
) = self.get_spot_market_asset_and_liability_value(
include_open_orders=include_open_orders
)
total_asset_value = spot_asset_value + perp_pnl
total_liability_value = spot_liability_value + perp_liability
net_asset_value = total_asset_value - spot_liability_value
if net_asset_value == 0:
return 0
return (total_liability_value * 10_000) // net_asset_value
def get_leverage_components(
self,
include_open_orders: bool = True,
margin_category: Optional[MarginCategory] = None,
):
perp_liability = self.get_total_perp_position_value(
margin_category, None, include_open_orders
)
perp_pnl = self.get_unrealized_pnl(True, None, margin_category)
(
spot_asset_value,
spot_liability_value,
) = self.get_spot_market_asset_and_liability_value(
None, margin_category, None, include_open_orders
)
return perp_liability, perp_pnl, spot_asset_value, spot_liability_value
def get_max_leverage_for_perp(
self,
perp_market_index: int,
margin_category: MarginCategory = MarginCategory.INITIAL,
is_lp: bool = False,
):
market = self.drift_client.get_perp_market_account(perp_market_index)
market_price = self.drift_client.get_oracle_price_data_for_perp_market(
perp_market_index
).price
perp_liab, perp_pnl, spot_asset, spot_liab = self.get_leverage_components()
total_assets = spot_asset + perp_pnl
net_assets = total_assets - spot_liab
if net_assets == 0:
return 0
total_liabs = perp_liab + spot_liab
lp_buffer = (
math.ceil(market_price * market.amm.order_step_size / AMM_RESERVE_PRECISION)
if is_lp
else 0
)
free_collateral = self.get_free_collateral() - lp_buffer
match margin_category:
case MarginCategory.INITIAL:
raw_margin_ratio = max(
market.margin_ratio_initial,
self.get_user_account().max_margin_ratio,
)
case MarginCategory.MAINTENANCE:
raw_margin_ratio = market.margin_ratio_maintenance
case _:
raw_margin_ratio = market.margin_ratio_initial
# upper bound for feasible sizing
rhs = (
math.ceil(
((free_collateral * MARGIN_PRECISION) / raw_margin_ratio)
* PRICE_PRECISION
)
) / market_price
max_size = max(0, rhs)
# accounting for max size
margin_ratio = calculate_market_margin_ratio(
market, max_size, margin_category, self.get_user_account().max_margin_ratio
)
attempts = 0
while margin_ratio > (raw_margin_ratio + 1e-4) and attempts < 10:
rhs = math.ceil(
(
((free_collateral * MARGIN_PRECISION) / margin_ratio)
* PRICE_PRECISION
)
/ market_price
)
target_size = max(0, rhs)
margin_ratio = calculate_market_margin_ratio(
market,
target_size,
margin_category,
self.get_user_account().max_margin_ratio,
)
attempts += 1
additional_liab = math.ceil((free_collateral * MARGIN_PRECISION) / margin_ratio)
return math.ceil(((total_liabs + additional_liab) * 10_000) / net_assets)
def calculate_free_collateral_delta_for_perp(
self,
market: PerpMarketAccount,
perp_position: PerpPosition,
position_base_size_change: int,
) -> Union[int, None]:
current_base_asset_amt = perp_position.base_asset_amount
worst_case_base_asset_amt = calculate_worst_case_base_asset_amount(
perp_position
)
order_base_asset_amt = worst_case_base_asset_amt - current_base_asset_amt
proposed_base_asset_amt = current_base_asset_amt + position_base_size_change
proposed_worst_case_base_asset_amt = (
worst_case_base_asset_amt + position_base_size_change
)
margin_ratio = calculate_market_margin_ratio(
market, abs(proposed_worst_case_base_asset_amt), MarginCategory.MAINTENANCE
)
margin_ratio_quote_precision = (
margin_ratio * QUOTE_PRECISION
) // MARGIN_PRECISION
if proposed_worst_case_base_asset_amt == 0:
return None
free_collateral_delta = 0
if proposed_base_asset_amt > 0:
free_collateral_delta = (
(QUOTE_PRECISION - margin_ratio_quote_precision)
* proposed_base_asset_amt
) // BASE_PRECISION
else:
free_collateral_delta = (
(-QUOTE_PRECISION - margin_ratio_quote_precision)
* abs(proposed_base_asset_amt)
) // BASE_PRECISION
if not order_base_asset_amt == 0:
free_collateral_delta = free_collateral_delta - (
margin_ratio_quote_precision
* abs(order_base_asset_amt)
// BASE_PRECISION
)
return free_collateral_delta
def calculate_free_collateral_delta_for_spot(
self, market: SpotMarketAccount, signed_token_amount: int
) -> int:
token_precision = 10**market.decimals
if signed_token_amount > 0:
asset_weight = calculate_asset_weight(
signed_token_amount,
self.get_oracle_data_for_spot_market(market.market_index).price,
market,
MarginCategory.MAINTENANCE,
)
return (
((QUOTE_PRECISION * asset_weight) // SPOT_MARKET_WEIGHT_PRECISION)
* signed_token_amount
) // token_precision
else:
liability_weight = calculate_liability_weight(
abs(signed_token_amount), market, MarginCategory.MAINTENANCE
)
return (
((-QUOTE_PRECISION * liability_weight) // SPOT_MARKET_WEIGHT_PRECISION)
* abs(signed_token_amount)
) // token_precision
def get_perp_liq_price(
self, perp_market_index: int, position_base_size_change: int = 0
) -> Optional[int]:
total_collateral = self.get_total_collateral(MarginCategory.MAINTENANCE)
maintenance_margin_req = self.get_margin_requirement(MarginCategory.MAINTENANCE)
free_collateral = max(0, total_collateral - maintenance_margin_req)
market = self.drift_client.get_perp_market_account(perp_market_index)
current_perp_pos = self.get_perp_position_with_lp_settle(
perp_market_index, burn_lp_shares=True
)[0] or self.get_empty_position(perp_market_index)
free_collateral_delta = self.calculate_free_collateral_delta_for_perp(
market, current_perp_pos, position_base_size_change
)
if not free_collateral_delta:
return -1
oracle = market.amm.oracle
sister_market = None
for market in self.drift_client.get_spot_market_accounts():
if market.oracle == oracle:
sister_market = market
break
if sister_market:
spot_position = self.get_spot_position(sister_market.market_index)
if spot_position:
signed_token_amount = get_signed_token_amount(
get_token_amount(
spot_position.scaled_balance,
sister_market,
spot_position.balance_type,
),
spot_position.balance_type,
)
spot_free_collateral_delta = (
self.calculate_free_collateral_delta_for_spot(
sister_market, signed_token_amount
)
)
free_collateral_delta = (
free_collateral_delta + spot_free_collateral_delta
)
if free_collateral_delta == 0:
return -1
oracle_price = self.drift_client.get_oracle_price_data_for_perp_market(
perp_market_index
).price
liq_price_delta = (free_collateral * QUOTE_PRECISION) // free_collateral_delta
liq_price = oracle_price - liq_price_delta
if liq_price < 0:
return -1
return liq_price
def get_spot_liq_price(
self,
spot_market_index: int,
) -> Optional[int]:
position = self.get_user_spot_position(spot_market_index)
if position is None:
return None
total_collateral = self.get_total_collateral(MarginCategory.MAINTENANCE)
margin_req = self.get_margin_requirement(MarginCategory.MAINTENANCE, None, True)
delta_liq = total_collateral - margin_req
spot_market = self.drift_client.get_spot_market_account(spot_market_index)
token_amount = get_token_amount(
position.scaled_balance, spot_market, position.balance_type
)
token_amount_qp = token_amount * QUOTE_PRECISION / (10**spot_market.decimals)
if abs(token_amount_qp) == 0:
return None
match str(position.balance_type):
case "SpotBalanceType.Borrow()":
liq_price_delta = (
delta_liq
* PRICE_PRECISION
* SPOT_WEIGHT_PRECISION
/ token_amount_qp
/ spot_market.maintenance_liability_weight
)
case "SpotBalanceType.Deposit()":
liq_price_delta = (
delta_liq
* PRICE_PRECISION
* SPOT_WEIGHT_PRECISION
/ token_amount_qp
/ spot_market.maintenance_asset_weight
* -1
)
case _:
raise Exception(f"Invalid balance type: {position.balance_type}")
price = self.get_oracle_data_for_spot_market(spot_market.market_index).price
liq_price = price + liq_price_delta
liq_price /= PRICE_PRECISION
if liq_price < 0:
return None
return liq_price
def get_empty_position(self, market_index: int) -> PerpPosition:
return PerpPosition(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, market_index, 0, 0)
def get_perp_position_with_lp_settle(
self,
market_index: int,
original_position: PerpPosition = None,
burn_lp_shares: bool = False,
include_remainder_in_base_amount: bool = False,
) -> Tuple[PerpPosition, int, int]:
class UpdateType(Enum):
OPEN = "open"
INCREASE = "increase"
REDUCE = "reduce"
CLOSE = "close"
FLIP = "flip"
original_position = (
original_position
or self.get_perp_position(market_index)
or self.get_empty_position(market_index)
)
if original_position.lp_shares == 0:
return original_position, 0, 0
position = copy.deepcopy(original_position)
market = self.drift_client.get_perp_market_account(position.market_index)
if market.amm.per_lp_base != position.per_lp_base:
expo_diff = market.amm.per_lp_base - position.per_lp_base
market_per_lp_rebase_scalar = 10 ** abs(expo_diff)
if expo_diff > 0:
position.last_base_asset_amount_per_lp *= market_per_lp_rebase_scalar
position.last_quote_asset_amount_per_lp *= market_per_lp_rebase_scalar
else:
position.last_base_asset_amount_per_lp //= market_per_lp_rebase_scalar
position.last_quote_asset_amount_per_lp //= market_per_lp_rebase_scalar
position.per_lp_base += expo_diff
n_shares = position.lp_shares
quote_funding_pnl = calculate_position_funding_pnl(market, position)
base_unit = int(AMM_RESERVE_PRECISION)
if market.amm.per_lp_base == position.per_lp_base:
if 0 <= position.per_lp_base <= 9:
market_per_lp_rebase = 10**market.amm.per_lp_base
base_unit *= market_per_lp_rebase
elif position.per_lp_base < 0 and position.per_lp_base >= -9:
market_per_lp_rebase = 10 ** abs(position.per_lp_base)
base_unit //= market_per_lp_rebase
else:
raise ValueError("cannot calc")
else:
raise ValueError("market.amm.per_lp_base != position.per_lp_base")
delta_baa = (
(
market.amm.base_asset_amount_per_lp
- position.last_base_asset_amount_per_lp
)
* n_shares
// base_unit
)
delta_qaa = (
(
market.amm.quote_asset_amount_per_lp
- position.last_quote_asset_amount_per_lp
)
* n_shares
// base_unit
)
def sign(v: int) -> int:
return -1 if v < 0 else 1
def standardize(amount: int, step_size: int) -> Tuple[int, int]:
remainder = abs(amount) % step_size * sign(amount)
standardized_amount = amount - remainder
return standardized_amount, remainder
standardized_baa, remainder_baa = standardize(
delta_baa, market.amm.order_step_size
)
position.remainder_base_asset_amount += remainder_baa
if abs(position.remainder_base_asset_amount) > market.amm.order_step_size:
new_standardized_baa, new_remainder_baa = standardize(
position.remainder_base_asset_amount, market.amm.order_step_size
)
position.base_asset_amount += new_standardized_baa
position.remainder_base_asset_amount = new_remainder_baa
dust_base_asset_value = 0
if burn_lp_shares and position.remainder_base_asset_amount != 0:
oracle_price_data = self.drift_client.get_oracle_price_data_for_perp_market(
position.market_index
)
dust_base_asset_value = (
abs(position.remainder_base_asset_amount)
* oracle_price_data.price
// AMM_RESERVE_PRECISION
+ 1
)
if position.base_asset_amount == 0:
update_type = UpdateType.OPEN
elif sign(position.base_asset_amount) == sign(delta_baa):
update_type = UpdateType.INCREASE
elif abs(position.base_asset_amount) > abs(delta_baa):
update_type = UpdateType.REDUCE
elif abs(position.base_asset_amount) == abs(delta_baa):
update_type = UpdateType.CLOSE
else:
update_type = UpdateType.FLIP
if update_type in [UpdateType.OPEN, UpdateType.INCREASE]:
new_quote_entry = position.quote_entry_amount + delta_qaa
pnl = 0
elif update_type in [UpdateType.REDUCE, UpdateType.CLOSE]:
new_quote_entry = (
position.quote_entry_amount
- position.quote_entry_amount
* abs(delta_baa)
// abs(position.base_asset_amount)
)
pnl = position.quote_entry_amount - new_quote_entry + delta_qaa
else:
new_quote_entry = delta_qaa - delta_qaa * abs(
position.base_asset_amount
) // abs(delta_baa)
pnl = position.quote_entry_amount + delta_qaa - new_quote_entry
position.quote_entry_amount = new_quote_entry
position.base_asset_amount += standardized_baa
position.quote_asset_amount = (
position.quote_asset_amount
+ delta_qaa
+ quote_funding_pnl
- dust_base_asset_value
)
position.quote_break_even_amount = (
position.quote_break_even_amount
+ delta_qaa
+ quote_funding_pnl
- dust_base_asset_value
)
market_open_bids, market_open_asks = calculate_market_open_bid_ask(
market.amm.base_asset_reserve,
market.amm.min_base_asset_reserve,
market.amm.max_base_asset_reserve,
market.amm.order_step_size,
)
lp_open_bids = market_open_bids * position.lp_shares // market.amm.sqrt_k
lp_open_asks = market_open_asks * position.lp_shares // market.amm.sqrt_k
position.open_bids += lp_open_bids
position.open_asks += lp_open_asks
if position.base_asset_amount > 0:
position.last_cumulative_funding_rate = (
market.amm.cumulative_funding_rate_long
)
elif position.base_asset_amount < 0:
position.last_cumulative_funding_rate = (
market.amm.cumulative_funding_rate_short
)
else:
position.last_cumulative_funding_rate = 0
remainder_before_removal = position.remainder_base_asset_amount
if include_remainder_in_base_amount:
position.base_asset_amount += remainder_before_removal
position.remainder_base_asset_amount = 0
return position, remainder_before_removal, pnl
def get_net_spot_market_value(
self, with_weight_margin_category: Optional[MarginCategory]
) -> int:
(
total_asset_value,
total_liability_value,
) = self.get_spot_market_asset_and_liability_value(
None, with_weight_margin_category
)
return total_asset_value - total_liability_value
def get_fuel_bonus(
self, now: int, include_settled: bool = True, include_unsettled: bool = True
) -> dict[str, int]:
user_account = self.get_user_account()
total_fuel = {
"insurance_fuel": 0,
"taker_fuel": 0,
"maker_fuel": 0,
"deposit_fuel": 0,
"borrow_fuel": 0,
"position_fuel": 0,
}
if include_settled:
user_stats = self.drift_client.get_user_stats().get_account()
total_fuel["taker_fuel"] += user_stats.fuel_taker
total_fuel["maker_fuel"] += user_stats.fuel_maker
total_fuel["deposit_fuel"] += user_stats.fuel_deposits
total_fuel["borrow_fuel"] += user_stats.fuel_borrows
total_fuel["position_fuel"] += user_stats.fuel_positions
if include_unsettled:
# fuel bonus numerator is the time since the last fuel bonus update, capped at the start of the fuel program
fuel_bonus_numerator = max(
now - max(user_account.last_fuel_bonus_update_ts, FUEL_START_TS), 0
)
if fuel_bonus_numerator > 0:
for spot_position in self.get_active_spot_positions():
spot_market_account = self.drift_client.get_spot_market_account(
spot_position.market_index
)
token_amount = self.get_token_amount(spot_position.market_index)
oracle_price_data = self.get_oracle_data_for_spot_market(
spot_position.market_index
)
twap_5min = calculate_live_oracle_twap(
spot_market_account.historical_oracle_data,
oracle_price_data,
now,
FIVE_MINUTE,
)
strict_oracle_price = StrictOraclePrice(
oracle_price_data.price, twap_5min
)
signed_token_value = get_strict_token_value(
token_amount, spot_market_account.decimals, strict_oracle_price
)
spot_fuel = calculate_spot_fuel_bonus(
spot_market_account, signed_token_value, fuel_bonus_numerator
)
if signed_token_value > 0:
total_fuel["deposit_fuel"] += spot_fuel
else:
total_fuel["borrow_fuel"] += spot_fuel
for perp_position in self.get_active_perp_positions():
oracle_price_data = self.get_oracle_data_for_perp_market(
perp_position.market_index
)
perp_market_account = self.drift_client.get_perp_market_account(
perp_position.market_index
)
base_asset_value = self.get_perp_position_value(
perp_position.market_index, oracle_price_data, False
)
total_fuel["position_fuel"] += calculate_perp_fuel_bonus(
perp_market_account, base_asset_value, fuel_bonus_numerator
)
user_stats = self.drift_client.get_user_stats().get_account()
if user_stats.if_staked_gov_token_amount > 0:
spot_market_account = self.drift_client.get_spot_market_account(
GOV_SPOT_MARKET_INDEX
)
fuel_bonus_numerator_user_stats = (
now - user_stats.last_fuel_bonus_update_ts
)
total_fuel["insurance_fuel"] += calculate_insurance_fuel_bonus(
spot_market_account,
user_stats.if_staked_gov_token_amount,
fuel_bonus_numerator_user_stats,
)
return total_fuel
def get_active_spot_positions(self) -> list[SpotPosition]:
user = self.get_user_account()
return self.get_active_spot_positions_for_user_account(user)
def get_active_spot_positions_for_user_account(
self, user: UserAccount
) -> list[SpotPosition]:
return [
spot_position
for spot_position in user.spot_positions
if not is_spot_position_available(spot_position)
]
def get_perp_position_value(
self,
market_index: int,
oracle_price_data: OraclePriceData,
include_open_orders: bool = False,
):
perp_position = self.get_perp_position_with_lp_settle(market_index)[
0
] or self.get_empty_position(market_index)
market = self.drift_client.get_perp_market_account(perp_position.market_index)
perp_position_value = calculate_base_asset_value_with_oracle(
market, perp_position, oracle_price_data, include_open_orders
)
return perp_position_value
|