forked from BerriAI/litellm
-
Notifications
You must be signed in to change notification settings - Fork 0
/
schema.prisma
208 lines (194 loc) · 7.1 KB
/
schema.prisma
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
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
datasource client {
provider = "postgresql"
url = env("DATABASE_URL")
}
generator client {
provider = "prisma-client-py"
}
// Budget / Rate Limits for an org
model LiteLLM_BudgetTable {
budget_id String @id @default(uuid())
max_budget Float?
soft_budget Float?
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
model_max_budget Json?
budget_duration String?
budget_reset_at DateTime?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
organization LiteLLM_OrganizationTable[] // multiple orgs can have the same budget
keys LiteLLM_VerificationToken[] // multiple keys can have the same budget
end_users LiteLLM_EndUserTable[] // multiple end-users can have the same budget
}
// Models on proxy
model LiteLLM_ProxyModelTable {
model_id String @id @default(uuid())
model_name String
litellm_params Json
model_info Json?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
}
model LiteLLM_OrganizationTable {
organization_id String @id @default(uuid())
organization_alias String
budget_id String
metadata Json @default("{}")
models String[]
spend Float @default(0.0)
model_spend Json @default("{}")
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
teams LiteLLM_TeamTable[]
users LiteLLM_UserTable[]
}
// Model info for teams, just has model aliases for now.
model LiteLLM_ModelTable {
id Int @id @default(autoincrement())
model_aliases Json? @map("aliases")
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
team LiteLLM_TeamTable?
}
// Assign prod keys to groups, not individuals
model LiteLLM_TeamTable {
team_id String @id @default(uuid())
team_alias String?
organization_id String?
admins String[]
members String[]
members_with_roles Json @default("{}")
metadata Json @default("{}")
max_budget Float?
spend Float @default(0.0)
models String[]
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
budget_duration String?
budget_reset_at DateTime?
blocked Boolean @default(false)
created_at DateTime @default(now()) @map("created_at")
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
model_spend Json @default("{}")
model_max_budget Json @default("{}")
model_id Int? @unique
litellm_organization_table LiteLLM_OrganizationTable? @relation(fields: [organization_id], references: [organization_id])
litellm_model_table LiteLLM_ModelTable? @relation(fields: [model_id], references: [id])
}
// Track spend, rate limit, budget Users
model LiteLLM_UserTable {
user_id String @id
user_alias String?
team_id String?
organization_id String?
teams String[] @default([])
user_role String?
max_budget Float?
spend Float @default(0.0)
user_email String?
models String[]
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
budget_duration String?
budget_reset_at DateTime?
allowed_cache_controls String[] @default([])
model_spend Json @default("{}")
model_max_budget Json @default("{}")
litellm_organization_table LiteLLM_OrganizationTable? @relation(fields: [organization_id], references: [organization_id])
}
// Generate Tokens for Proxy
model LiteLLM_VerificationToken {
token String @id
key_name String?
key_alias String?
soft_budget_cooldown Boolean @default(false) // key-level state on if budget alerts need to be cooled down
spend Float @default(0.0)
expires DateTime?
models String[]
aliases Json @default("{}")
config Json @default("{}")
user_id String?
team_id String?
permissions Json @default("{}")
max_parallel_requests Int?
metadata Json @default("{}")
tpm_limit BigInt?
rpm_limit BigInt?
max_budget Float?
budget_duration String?
budget_reset_at DateTime?
allowed_cache_controls String[] @default([])
model_spend Json @default("{}")
model_max_budget Json @default("{}")
budget_id String?
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
}
model LiteLLM_EndUserTable {
user_id String @id
alias String? // admin-facing alias
spend Float @default(0.0)
budget_id String?
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
blocked Boolean @default(false)
}
// store proxy config.yaml
model LiteLLM_Config {
param_name String @id
param_value Json?
}
// View spend, model, api_key per request
model LiteLLM_SpendLogs {
request_id String @id
call_type String
api_key String @default ("")
spend Float @default(0.0)
total_tokens Int @default(0)
prompt_tokens Int @default(0)
completion_tokens Int @default(0)
startTime DateTime // Assuming start_time is a DateTime field
endTime DateTime // Assuming end_time is a DateTime field
model String @default("")
api_base String @default("")
user String @default("")
metadata Json @default("{}")
cache_hit String @default("")
cache_key String @default("")
request_tags Json @default("[]")
team_id String?
end_user String?
}
// View spend, model, api_key per request
model LiteLLM_ErrorLogs {
request_id String @id @default(uuid())
startTime DateTime // Assuming start_time is a DateTime field
endTime DateTime // Assuming end_time is a DateTime field
api_base String @default("")
model_group String @default("") // public model_name / model_group
litellm_model_name String @default("") // model passed to litellm
model_id String @default("") // ID of model in ProxyModelTable
request_kwargs Json @default("{}")
exception_type String @default("")
exception_string String @default("")
status_code String @default("")
}
// Beta - allow team members to request access to a model
model LiteLLM_UserNotifications {
request_id String @id
user_id String
models String[]
justification String
status String // approved, disapproved, pending
}