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import inspect
import json
import os
from collections import defaultdict
from logging import getLogger
from fastapi import APIRouter
from pmtrendviz.models.factory import ModelFactory
from pmtrendviz.utils import get_models_dir
logger = getLogger('pmtrendviz.api.routers.models')
def fetch_available_models(): # type: ignore
models_dir = get_models_dir()
models = []
for model in os.listdir(models_dir):
model_path = os.path.join(models_dir, model)
if os.path.isdir(model_path):
with open(os.path.join(model_path, 'config.json')) as config_fp:
models.append({
'name': model,
'path': model_path,
'config': json.load(config_fp)
})
logger.debug(f'Found {len(models)} models: {models}')
return models
router = APIRouter(
prefix="/models",
tags=["models"]
)
@router.get("/public")
def get_public_models(): # type: ignore
raise NotImplementedError
@router.get("/saved")
def get_saved_models(): # type: ignore
models = fetch_available_model