dify/api/services/ops_service.py

179 lines
6.9 KiB
Python

from core.ops.ops_trace_manager import OpsTraceManager, provider_config_map
from extensions.ext_database import db
from models.model import App, TraceAppConfig
class OpsService:
@classmethod
def get_tracing_app_config(cls, app_id: str, tracing_provider: str):
"""
Get tracing app config
:param app_id: app id
:param tracing_provider: tracing provider
:return:
"""
trace_config_data: TraceAppConfig = (
db.session.query(TraceAppConfig)
.filter(TraceAppConfig.app_id == app_id, TraceAppConfig.tracing_provider == tracing_provider)
.first()
)
if not trace_config_data:
return None
# decrypt_token and obfuscated_token
tenant_id = db.session.query(App).filter(App.id == app_id).first().tenant_id
decrypt_tracing_config = OpsTraceManager.decrypt_tracing_config(
tenant_id, tracing_provider, trace_config_data.tracing_config
)
new_decrypt_tracing_config = OpsTraceManager.obfuscated_decrypt_token(tracing_provider, decrypt_tracing_config)
if tracing_provider == "langfuse" and (
"project_key" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_key")
):
try:
project_key = OpsTraceManager.get_trace_config_project_key(decrypt_tracing_config, tracing_provider)
new_decrypt_tracing_config.update(
{
"project_url": "{host}/project/{key}".format(
host=decrypt_tracing_config.get("host"), key=project_key
)
}
)
except Exception:
new_decrypt_tracing_config.update(
{"project_url": "{host}/".format(host=decrypt_tracing_config.get("host"))}
)
if tracing_provider == "langsmith" and (
"project_url" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_url")
):
try:
project_url = OpsTraceManager.get_trace_config_project_url(decrypt_tracing_config, tracing_provider)
new_decrypt_tracing_config.update({"project_url": project_url})
except Exception:
new_decrypt_tracing_config.update({"project_url": "https://smith.langchain.com/"})
trace_config_data.tracing_config = new_decrypt_tracing_config
return trace_config_data.to_dict()
@classmethod
def create_tracing_app_config(cls, app_id: str, tracing_provider: str, tracing_config: dict):
"""
Create tracing app config
:param app_id: app id
:param tracing_provider: tracing provider
:param tracing_config: tracing config
:return:
"""
if tracing_provider not in provider_config_map and tracing_provider:
return {"error": f"Invalid tracing provider: {tracing_provider}"}
config_class, other_keys = (
provider_config_map[tracing_provider]["config_class"],
provider_config_map[tracing_provider]["other_keys"],
)
default_config_instance = config_class(**tracing_config)
for key in other_keys:
if key in tracing_config and tracing_config[key] == "":
tracing_config[key] = getattr(default_config_instance, key, None)
# api check
if not OpsTraceManager.check_trace_config_is_effective(tracing_config, tracing_provider):
return {"error": "Invalid Credentials"}
# get project url
if tracing_provider == "langfuse":
project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider)
project_url = "{host}/project/{key}".format(host=tracing_config.get("host"), key=project_key)
elif tracing_provider == "langsmith":
project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider)
else:
project_url = None
# check if trace config already exists
trace_config_data: TraceAppConfig = (
db.session.query(TraceAppConfig)
.filter(TraceAppConfig.app_id == app_id, TraceAppConfig.tracing_provider == tracing_provider)
.first()
)
if trace_config_data:
return None
# get tenant id
tenant_id = db.session.query(App).filter(App.id == app_id).first().tenant_id
tracing_config = OpsTraceManager.encrypt_tracing_config(tenant_id, tracing_provider, tracing_config)
if project_url:
tracing_config["project_url"] = project_url
trace_config_data = TraceAppConfig(
app_id=app_id,
tracing_provider=tracing_provider,
tracing_config=tracing_config,
)
db.session.add(trace_config_data)
db.session.commit()
return {"result": "success"}
@classmethod
def update_tracing_app_config(cls, app_id: str, tracing_provider: str, tracing_config: dict):
"""
Update tracing app config
:param app_id: app id
:param tracing_provider: tracing provider
:param tracing_config: tracing config
:return:
"""
if tracing_provider not in provider_config_map:
raise ValueError(f"Invalid tracing provider: {tracing_provider}")
# check if trace config already exists
current_trace_config = (
db.session.query(TraceAppConfig)
.filter(TraceAppConfig.app_id == app_id, TraceAppConfig.tracing_provider == tracing_provider)
.first()
)
if not current_trace_config:
return None
# get tenant id
tenant_id = db.session.query(App).filter(App.id == app_id).first().tenant_id
tracing_config = OpsTraceManager.encrypt_tracing_config(
tenant_id, tracing_provider, tracing_config, current_trace_config.tracing_config
)
# api check
# decrypt_token
decrypt_tracing_config = OpsTraceManager.decrypt_tracing_config(tenant_id, tracing_provider, tracing_config)
if not OpsTraceManager.check_trace_config_is_effective(decrypt_tracing_config, tracing_provider):
raise ValueError("Invalid Credentials")
current_trace_config.tracing_config = tracing_config
db.session.commit()
return current_trace_config.to_dict()
@classmethod
def delete_tracing_app_config(cls, app_id: str, tracing_provider: str):
"""
Delete tracing app config
:param app_id: app id
:param tracing_provider: tracing provider
:return:
"""
trace_config = (
db.session.query(TraceAppConfig)
.filter(TraceAppConfig.app_id == app_id, TraceAppConfig.tracing_provider == tracing_provider)
.first()
)
if not trace_config:
return None
db.session.delete(trace_config)
db.session.commit()
return True