dify / api /models /provider.py
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from enum import Enum
from extensions.ext_database import db
from .types import StringUUID
class ProviderType(Enum):
CUSTOM = "custom"
SYSTEM = "system"
@staticmethod
def value_of(value):
for member in ProviderType:
if member.value == value:
return member
raise ValueError(f"No matching enum found for value '{value}'")
class ProviderQuotaType(Enum):
PAID = "paid"
"""hosted paid quota"""
FREE = "free"
"""third-party free quota"""
TRIAL = "trial"
"""hosted trial quota"""
@staticmethod
def value_of(value):
for member in ProviderQuotaType:
if member.value == value:
return member
raise ValueError(f"No matching enum found for value '{value}'")
class Provider(db.Model):
"""
Provider model representing the API providers and their configurations.
"""
__tablename__ = "providers"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="provider_pkey"),
db.Index("provider_tenant_id_provider_idx", "tenant_id", "provider_name"),
db.UniqueConstraint(
"tenant_id", "provider_name", "provider_type", "quota_type", name="unique_provider_name_type_quota"
),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
provider_type = db.Column(db.String(40), nullable=False, server_default=db.text("'custom'::character varying"))
encrypted_config = db.Column(db.Text, nullable=True)
is_valid = db.Column(db.Boolean, nullable=False, server_default=db.text("false"))
last_used = db.Column(db.DateTime, nullable=True)
quota_type = db.Column(db.String(40), nullable=True, server_default=db.text("''::character varying"))
quota_limit = db.Column(db.BigInteger, nullable=True)
quota_used = db.Column(db.BigInteger, default=0)
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
def __repr__(self):
return (
f"<Provider(id={self.id}, tenant_id={self.tenant_id}, provider_name='{self.provider_name}',"
f" provider_type='{self.provider_type}')>"
)
@property
def token_is_set(self):
"""
Returns True if the encrypted_config is not None, indicating that the token is set.
"""
return self.encrypted_config is not None
@property
def is_enabled(self):
"""
Returns True if the provider is enabled.
"""
if self.provider_type == ProviderType.SYSTEM.value:
return self.is_valid
else:
return self.is_valid and self.token_is_set
class ProviderModel(db.Model):
"""
Provider model representing the API provider_models and their configurations.
"""
__tablename__ = "provider_models"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="provider_model_pkey"),
db.Index("provider_model_tenant_id_provider_idx", "tenant_id", "provider_name"),
db.UniqueConstraint(
"tenant_id", "provider_name", "model_name", "model_type", name="unique_provider_model_name"
),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
model_name = db.Column(db.String(255), nullable=False)
model_type = db.Column(db.String(40), nullable=False)
encrypted_config = db.Column(db.Text, nullable=True)
is_valid = db.Column(db.Boolean, nullable=False, server_default=db.text("false"))
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class TenantDefaultModel(db.Model):
__tablename__ = "tenant_default_models"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="tenant_default_model_pkey"),
db.Index("tenant_default_model_tenant_id_provider_type_idx", "tenant_id", "provider_name", "model_type"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
model_name = db.Column(db.String(255), nullable=False)
model_type = db.Column(db.String(40), nullable=False)
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class TenantPreferredModelProvider(db.Model):
__tablename__ = "tenant_preferred_model_providers"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="tenant_preferred_model_provider_pkey"),
db.Index("tenant_preferred_model_provider_tenant_provider_idx", "tenant_id", "provider_name"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
preferred_provider_type = db.Column(db.String(40), nullable=False)
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class ProviderOrder(db.Model):
__tablename__ = "provider_orders"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="provider_order_pkey"),
db.Index("provider_order_tenant_provider_idx", "tenant_id", "provider_name"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
account_id = db.Column(StringUUID, nullable=False)
payment_product_id = db.Column(db.String(191), nullable=False)
payment_id = db.Column(db.String(191))
transaction_id = db.Column(db.String(191))
quantity = db.Column(db.Integer, nullable=False, server_default=db.text("1"))
currency = db.Column(db.String(40))
total_amount = db.Column(db.Integer)
payment_status = db.Column(db.String(40), nullable=False, server_default=db.text("'wait_pay'::character varying"))
paid_at = db.Column(db.DateTime)
pay_failed_at = db.Column(db.DateTime)
refunded_at = db.Column(db.DateTime)
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class ProviderModelSetting(db.Model):
"""
Provider model settings for record the model enabled status and load balancing status.
"""
__tablename__ = "provider_model_settings"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="provider_model_setting_pkey"),
db.Index("provider_model_setting_tenant_provider_model_idx", "tenant_id", "provider_name", "model_type"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
model_name = db.Column(db.String(255), nullable=False)
model_type = db.Column(db.String(40), nullable=False)
enabled = db.Column(db.Boolean, nullable=False, server_default=db.text("true"))
load_balancing_enabled = db.Column(db.Boolean, nullable=False, server_default=db.text("false"))
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class LoadBalancingModelConfig(db.Model):
"""
Configurations for load balancing models.
"""
__tablename__ = "load_balancing_model_configs"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="load_balancing_model_config_pkey"),
db.Index("load_balancing_model_config_tenant_provider_model_idx", "tenant_id", "provider_name", "model_type"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
provider_name = db.Column(db.String(255), nullable=False)
model_name = db.Column(db.String(255), nullable=False)
model_type = db.Column(db.String(40), nullable=False)
name = db.Column(db.String(255), nullable=False)
encrypted_config = db.Column(db.Text, nullable=True)
enabled = db.Column(db.Boolean, nullable=False, server_default=db.text("true"))
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))