import hashlib import random import string from langflow.services.cache.utils import filter_json from langflow.services.database.models.base import orjson_dumps def session_id_generator(size=6): return "".join(random.SystemRandom().choices(string.ascii_uppercase + string.digits, k=size)) def compute_dict_hash(graph_data): graph_data = filter_json(graph_data) cleaned_graph_json = orjson_dumps(graph_data, sort_keys=True) return hashlib.sha256(cleaned_graph_json.encode("utf-8")).hexdigest()