Files
clearpilot/selfdrive/frogpilot/controls/lib/model_manager.py
Your Name 38238548a9 wip
2024-04-27 15:51:50 -05:00

103 lines
3.7 KiB
Python

import os
import stat
import time
import urllib.request
from openpilot.common.params import Params
from openpilot.system.version import get_short_branch
VERSION = 'v1' if get_short_branch() == "clearpilot" else 'v2'
REPOSITORY_URL = 'https://privategit.hanson.xyz/brianhansonxyz/clearpilot'
DEFAULT_MODEL = "wd-40"
DEFAULT_MODEL_NAME = "WD40 (Default)"
MODELS_PATH = '/data/models'
NAVIGATIONLESS_MODELS = {"radical-turtle", "wd-40"}
RADARLESS_MODELS = {"radical-turtle"}
params = Params()
params_memory = Params("/dev/shm/params")
def delete_deprecated_models():
populate_models()
available_models = params.get("AvailableModels", encoding='utf-8').split(',')
if available_models:
current_model = params.get("Model", encoding='utf-8')
current_model_file = os.path.join(MODELS_PATH, f"{current_model}.thneed")
if current_model not in available_models or not os.path.exists(current_model_file):
params.put("Model", DEFAULT_MODEL)
params.put("ModelName", DEFAULT_MODEL_NAME)
for model_file in os.listdir(MODELS_PATH):
if model_file.endswith('.thneed') and model_file[:-7] not in available_models:
os.remove(os.path.join(MODELS_PATH, model_file))
else:
params.put("Model", DEFAULT_MODEL)
params.put("ModelName", DEFAULT_MODEL_NAME)
def download_model():
model = params_memory.get("ModelToDownload", encoding='utf-8')
model_path = os.path.join(MODELS_PATH, f"{model}.thneed")
url = f"{REPOSITORY_URL}/{model}/{model}.thneed"
os.makedirs(MODELS_PATH, exist_ok=True)
for attempt in range(5):
try:
with urllib.request.urlopen(url) as f:
total_file_size = int(f.getheader('Content-Length'))
if total_file_size == 0:
raise ValueError("File is empty")
with open(model_path, 'wb') as output:
current_file_size = 0
while chunk := f.read(8192):
output.write(chunk)
current_file_size += len(chunk)
progress = (current_file_size / total_file_size) * 100
params_memory.put_int("ModelDownloadProgress", int(progress))
os.fsync(output)
if os.path.getsize(model_path) == total_file_size:
print(f"Successfully downloaded the {model} model!")
break
else:
raise Exception("Downloaded model file size does not match expected size. Retrying...")
except Exception as e:
print(f"Attempt {attempt + 1} failed with error: {e}. Retrying...")
if os.path.exists(model_path):
os.remove(model_path)
time.sleep(5)
else:
print(f"Failed to download the {model} model after {attempt + 1} attempts. Giving up... :(")
def populate_models():
model_names_url = f"https://raw.githubusercontent.com/FrogAi/FrogPilot-Resources/master/model_names_{VERSION}.txt"
for attempt in range(5):
try:
with urllib.request.urlopen(model_names_url) as response:
model_info = [line.decode('utf-8').strip().split(' - ') for line in response.readlines() if ' - ' in line.decode('utf-8')]
available_models = ','.join(model[0] for model in model_info)
available_models_names = [model[1] for model in model_info]
params.put("AvailableModels", available_models)
params.put("AvailableModelsNames", ','.join(available_models_names))
current_model_name = params.get("ModelName", encoding='utf-8')
if current_model_name not in available_models_names and "(Default)" in current_model_name:
updated_model_name = current_model_name.replace("(Default)", "").strip()
params.put("ModelName", updated_model_name)
except Exception as e:
print(f"Failed to update models list. Error: {e}. Retrying...")
time.sleep(5)
else:
print(f"Failed to update models list after 5 attempts. Giving up... :(")