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Create config_models.py
Browse files- config_models.py +242 -0
config_models.py
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| 1 |
+
"""
|
| 2 |
+
Configuration Models for Flare Platform
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| 3 |
+
"""
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| 4 |
+
from typing import Optional, List, Dict, Any
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| 5 |
+
from datetime import datetime
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| 6 |
+
from pydantic import BaseModel, Field
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| 7 |
+
|
| 8 |
+
|
| 9 |
+
# ===================== User & Auth =====================
|
| 10 |
+
class UserConfig(BaseModel):
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| 11 |
+
username: str
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| 12 |
+
password_hash: str
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| 13 |
+
salt: Optional[str] = None
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| 14 |
+
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| 15 |
+
|
| 16 |
+
# ===================== Provider Models =====================
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| 17 |
+
class ProviderDefinition(BaseModel):
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| 18 |
+
type: str # llm, tts, stt
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| 19 |
+
name: str
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| 20 |
+
display_name: str
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| 21 |
+
requires_endpoint: bool
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| 22 |
+
requires_api_key: bool
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| 23 |
+
requires_repo_info: Optional[bool] = False
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| 24 |
+
description: str
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| 25 |
+
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| 26 |
+
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| 27 |
+
class ProviderSettings(BaseModel):
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| 28 |
+
name: str
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| 29 |
+
api_key: Optional[str] = None
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| 30 |
+
endpoint: Optional[str] = None
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| 31 |
+
settings: Optional[Dict[str, Any]] = Field(default_factory=dict)
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| 32 |
+
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| 33 |
+
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| 34 |
+
# ===================== Global Config =====================
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| 35 |
+
class GlobalConfig(BaseModel):
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| 36 |
+
llm_provider: ProviderSettings
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| 37 |
+
tts_provider: ProviderSettings
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| 38 |
+
stt_provider: ProviderSettings
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| 39 |
+
providers: List[ProviderDefinition] = Field(default_factory=list)
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| 40 |
+
users: List[UserConfig] = Field(default_factory=list)
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| 41 |
+
|
| 42 |
+
def is_cloud_mode(self) -> bool:
|
| 43 |
+
"""Check if running in cloud mode"""
|
| 44 |
+
import os
|
| 45 |
+
return bool(os.environ.get("SPACE_ID"))
|
| 46 |
+
|
| 47 |
+
def get_provider_config(self, provider_type: str, provider_name: str) -> Optional[ProviderDefinition]:
|
| 48 |
+
"""Get provider definition by type and name"""
|
| 49 |
+
return next(
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| 50 |
+
(p for p in self.providers if p.type == provider_type and p.name == provider_name),
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| 51 |
+
None
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| 52 |
+
)
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| 53 |
+
|
| 54 |
+
|
| 55 |
+
# ===================== Localization Models =====================
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| 56 |
+
class LocalizedExample(BaseModel):
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| 57 |
+
locale_code: str
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| 58 |
+
example: str
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| 59 |
+
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| 60 |
+
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| 61 |
+
class LocalizedCaption(BaseModel):
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| 62 |
+
locale_code: str
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| 63 |
+
caption: str
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| 64 |
+
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| 65 |
+
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| 66 |
+
# ===================== Parameter Models =====================
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| 67 |
+
class ParameterConfig(BaseModel):
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| 68 |
+
name: str
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| 69 |
+
caption: List[LocalizedCaption]
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| 70 |
+
type: str # str, int, float, bool, date
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| 71 |
+
required: bool = True
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| 72 |
+
variable_name: str
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| 73 |
+
extraction_prompt: Optional[str] = None
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| 74 |
+
validation_regex: Optional[str] = None
|
| 75 |
+
invalid_prompt: Optional[str] = None
|
| 76 |
+
type_error_prompt: Optional[str] = None
|
| 77 |
+
|
| 78 |
+
def canonical_type(self) -> str:
|
| 79 |
+
"""Get canonical type name"""
|
| 80 |
+
return self.type.lower()
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| 81 |
+
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| 82 |
+
def get_caption_for_locale(self, locale: str) -> str:
|
| 83 |
+
"""Get caption for specific locale"""
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| 84 |
+
for cap in self.caption:
|
| 85 |
+
if cap.locale_code == locale:
|
| 86 |
+
return cap.caption
|
| 87 |
+
# Fallback to first caption
|
| 88 |
+
return self.caption[0].caption if self.caption else self.name
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| 89 |
+
|
| 90 |
+
|
| 91 |
+
# ===================== Intent Models =====================
|
| 92 |
+
class IntentConfig(BaseModel):
|
| 93 |
+
name: str
|
| 94 |
+
caption: str
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| 95 |
+
requiresApproval: Optional[bool] = False
|
| 96 |
+
dependencies: List[str] = Field(default_factory=list)
|
| 97 |
+
examples: List[LocalizedExample] = Field(default_factory=list)
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| 98 |
+
detection_prompt: str
|
| 99 |
+
parameters: List[ParameterConfig] = Field(default_factory=list)
|
| 100 |
+
action: str
|
| 101 |
+
fallback_timeout_prompt: Optional[str] = None
|
| 102 |
+
fallback_error_prompt: Optional[str] = None
|
| 103 |
+
|
| 104 |
+
|
| 105 |
+
# ===================== LLM Configuration =====================
|
| 106 |
+
class GenerationConfig(BaseModel):
|
| 107 |
+
max_new_tokens: int = 512
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| 108 |
+
temperature: float = 0.7
|
| 109 |
+
top_p: float = 0.9
|
| 110 |
+
top_k: Optional[int] = None
|
| 111 |
+
repetition_penalty: Optional[float] = None
|
| 112 |
+
do_sample: Optional[bool] = True
|
| 113 |
+
num_beams: Optional[int] = None
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| 114 |
+
length_penalty: Optional[float] = None
|
| 115 |
+
early_stopping: Optional[bool] = None
|
| 116 |
+
|
| 117 |
+
|
| 118 |
+
class LLMConfiguration(BaseModel):
|
| 119 |
+
repo_id: str
|
| 120 |
+
generation_config: GenerationConfig = Field(default_factory=GenerationConfig)
|
| 121 |
+
use_fine_tune: bool = False
|
| 122 |
+
fine_tune_zip: Optional[str] = ""
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
# ===================== Version Models =====================
|
| 126 |
+
class VersionConfig(BaseModel):
|
| 127 |
+
id: int
|
| 128 |
+
no: int
|
| 129 |
+
caption: str
|
| 130 |
+
description: Optional[str] = None
|
| 131 |
+
published: bool = False
|
| 132 |
+
deleted: bool = False
|
| 133 |
+
general_prompt: str
|
| 134 |
+
welcome_prompt: Optional[str] = None
|
| 135 |
+
llm: LLMConfiguration
|
| 136 |
+
intents: List[IntentConfig] = Field(default_factory=list)
|
| 137 |
+
created_date: datetime
|
| 138 |
+
created_by: str
|
| 139 |
+
publish_date: Optional[datetime] = None
|
| 140 |
+
published_by: Optional[str] = None
|
| 141 |
+
|
| 142 |
+
|
| 143 |
+
# ===================== Project Models =====================
|
| 144 |
+
class ProjectConfig(BaseModel):
|
| 145 |
+
id: int
|
| 146 |
+
name: str
|
| 147 |
+
caption: str
|
| 148 |
+
icon: Optional[str] = "folder"
|
| 149 |
+
description: Optional[str] = None
|
| 150 |
+
enabled: bool = True
|
| 151 |
+
default_locale: str = "tr"
|
| 152 |
+
supported_locales: List[str] = Field(default_factory=lambda: ["tr"])
|
| 153 |
+
timezone: str = "Europe/Istanbul"
|
| 154 |
+
region: str = "tr-TR"
|
| 155 |
+
versions: List[VersionConfig] = Field(default_factory=list)
|
| 156 |
+
version_id_counter: int = 1
|
| 157 |
+
deleted: bool = False
|
| 158 |
+
created_date: datetime
|
| 159 |
+
created_by: str
|
| 160 |
+
last_update_date: Optional[datetime] = None
|
| 161 |
+
last_update_user: Optional[str] = None
|
| 162 |
+
|
| 163 |
+
|
| 164 |
+
# ===================== API Models =====================
|
| 165 |
+
class RetryConfig(BaseModel):
|
| 166 |
+
retry_count: int = 3
|
| 167 |
+
backoff_seconds: int = 2
|
| 168 |
+
strategy: str = "static" # static, exponential
|
| 169 |
+
|
| 170 |
+
|
| 171 |
+
class AuthConfig(BaseModel):
|
| 172 |
+
enabled: bool
|
| 173 |
+
token_endpoint: Optional[str] = None
|
| 174 |
+
response_token_path: Optional[str] = None
|
| 175 |
+
token_request_body: Optional[Dict[str, Any]] = None
|
| 176 |
+
token_refresh_endpoint: Optional[str] = None
|
| 177 |
+
token_refresh_body: Optional[Dict[str, Any]] = None
|
| 178 |
+
|
| 179 |
+
|
| 180 |
+
class ResponseMapping(BaseModel):
|
| 181 |
+
variable_name: str
|
| 182 |
+
type: str # str, int, float, bool, date
|
| 183 |
+
json_path: str
|
| 184 |
+
caption: str
|
| 185 |
+
|
| 186 |
+
|
| 187 |
+
class APIConfig(BaseModel):
|
| 188 |
+
name: str
|
| 189 |
+
url: str
|
| 190 |
+
method: str = "POST"
|
| 191 |
+
headers: Dict[str, str] = Field(default_factory=dict)
|
| 192 |
+
body_template: Dict[str, Any] = Field(default_factory=dict)
|
| 193 |
+
timeout_seconds: int = 10
|
| 194 |
+
retry: RetryConfig = Field(default_factory=RetryConfig)
|
| 195 |
+
proxy: Optional[str] = None
|
| 196 |
+
auth: Optional[AuthConfig] = None
|
| 197 |
+
response_prompt: Optional[str] = None
|
| 198 |
+
response_mappings: List[ResponseMapping] = Field(default_factory=list)
|
| 199 |
+
deleted: bool = False
|
| 200 |
+
created_date: Optional[datetime] = None
|
| 201 |
+
created_by: Optional[str] = None
|
| 202 |
+
last_update_date: Optional[datetime] = None
|
| 203 |
+
last_update_user: Optional[str] = None
|
| 204 |
+
|
| 205 |
+
|
| 206 |
+
# ===================== Activity Log =====================
|
| 207 |
+
class ActivityLogEntry(BaseModel):
|
| 208 |
+
id: int
|
| 209 |
+
timestamp: datetime
|
| 210 |
+
username: str
|
| 211 |
+
action: str
|
| 212 |
+
entity_type: str
|
| 213 |
+
entity_id: Optional[int] = None
|
| 214 |
+
entity_name: Optional[str] = None
|
| 215 |
+
details: Optional[str] = None
|
| 216 |
+
|
| 217 |
+
|
| 218 |
+
# ===================== Root Configuration =====================
|
| 219 |
+
class ServiceConfig(BaseModel):
|
| 220 |
+
config: GlobalConfig = Field(alias="config")
|
| 221 |
+
projects: List[ProjectConfig] = Field(default_factory=list)
|
| 222 |
+
apis: List[APIConfig] = Field(default_factory=list)
|
| 223 |
+
activity_log: List[ActivityLogEntry] = Field(default_factory=list)
|
| 224 |
+
project_id_counter: int = 1
|
| 225 |
+
last_update_date: Optional[datetime] = None
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| 226 |
+
last_update_user: Optional[str] = None
|
| 227 |
+
|
| 228 |
+
class Config:
|
| 229 |
+
populate_by_name = True
|
| 230 |
+
|
| 231 |
+
def build_index(self) -> None:
|
| 232 |
+
"""Build indexes for quick lookup"""
|
| 233 |
+
# This method can be extended to build various indexes
|
| 234 |
+
pass
|
| 235 |
+
|
| 236 |
+
def get_api(self, api_name: str) -> Optional[APIConfig]:
|
| 237 |
+
"""Get API config by name"""
|
| 238 |
+
return next((api for api in self.apis if api.name == api_name), None)
|
| 239 |
+
|
| 240 |
+
|
| 241 |
+
# For backward compatibility - alias
|
| 242 |
+
GlobalConfiguration = GlobalConfig
|