🐛 fix(cache/manager.py): change CACHE variable to _cache to follow naming conventions
✨ feat(cache/utils.py): add support for clearing old cache files and memoization of dictionary functions
The CACHE variable in CacheManager class has been renamed to _cache to follow naming conventions. The utils.py module now supports clearing old cache files and memoization of dictionary functions. The clear_old_cache_files function removes old cache files if the number of cache files exceeds the max_cache_size. The memoize_dict decorator memoizes dictionary functions and clears the cache when the clear_cache method is called.
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2 changed files with 157 additions and 3 deletions
6
src/backend/langflow/cache/manager.py
vendored
6
src/backend/langflow/cache/manager.py
vendored
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@ -54,7 +54,7 @@ class CacheManager(Subject):
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def __init__(self):
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super().__init__()
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self.CACHE = {}
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self._cache = {}
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self.current_client_id = None
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self.current_cache = {}
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@ -68,12 +68,12 @@ class CacheManager(Subject):
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"""
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previous_client_id = self.current_client_id
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self.current_client_id = client_id
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self.current_cache = self.CACHE.setdefault(client_id, {})
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self.current_cache = self._cache.setdefault(client_id, {})
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try:
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yield
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finally:
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self.current_client_id = previous_client_id
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self.current_cache = self.CACHE.get(self.current_client_id, {})
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self.current_cache = self._cache.get(self.current_client_id, {})
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def add(self, name: str, obj: Any, obj_type: str, extension: Optional[str] = None):
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"""
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154
src/backend/langflow/cache/utils.py
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154
src/backend/langflow/cache/utils.py
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@ -0,0 +1,154 @@
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import base64
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import contextlib
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import functools
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import hashlib
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import json
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import os
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import tempfile
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from collections import OrderedDict
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from pathlib import Path
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from typing import Any, Dict
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import dill # type: ignore
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CACHE: Dict[str, Any] = {}
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def create_cache_folder(func):
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def wrapper(*args, **kwargs):
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# Get the destination folder
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cache_path = Path(tempfile.gettempdir()) / PREFIX
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# Create the destination folder if it doesn't exist
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os.makedirs(cache_path, exist_ok=True)
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return func(*args, **kwargs)
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return wrapper
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def memoize_dict(maxsize=128):
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cache = OrderedDict()
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def decorator(func):
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@functools.wraps(func)
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def wrapper(*args, **kwargs):
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hashed = compute_dict_hash(args[0])
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key = (func.__name__, hashed, frozenset(kwargs.items()))
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if key not in cache:
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result = func(*args, **kwargs)
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cache[key] = result
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if len(cache) > maxsize:
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cache.popitem(last=False)
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else:
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result = cache[key]
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return result
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def clear_cache():
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cache.clear()
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wrapper.clear_cache = clear_cache # type: ignore
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wrapper.cache = cache # type: ignore
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return wrapper
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return decorator
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PREFIX = "langflow_cache"
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@create_cache_folder
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def clear_old_cache_files(max_cache_size: int = 3):
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cache_dir = Path(tempfile.gettempdir()) / PREFIX
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cache_files = list(cache_dir.glob("*.dill"))
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if len(cache_files) > max_cache_size:
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cache_files_sorted_by_mtime = sorted(
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cache_files, key=lambda x: x.stat().st_mtime, reverse=True
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)
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for cache_file in cache_files_sorted_by_mtime[max_cache_size:]:
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with contextlib.suppress(OSError):
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os.remove(cache_file)
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def compute_dict_hash(graph_data):
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graph_data = filter_json(graph_data)
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cleaned_graph_json = json.dumps(graph_data, sort_keys=True)
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return hashlib.sha256(cleaned_graph_json.encode("utf-8")).hexdigest()
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def filter_json(json_data):
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filtered_data = json_data.copy()
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# Remove 'viewport' and 'chatHistory' keys
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if "viewport" in filtered_data:
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del filtered_data["viewport"]
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if "chatHistory" in filtered_data:
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del filtered_data["chatHistory"]
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# Filter nodes
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if "nodes" in filtered_data:
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for node in filtered_data["nodes"]:
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if "position" in node:
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del node["position"]
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if "positionAbsolute" in node:
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del node["positionAbsolute"]
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if "selected" in node:
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del node["selected"]
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if "dragging" in node:
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del node["dragging"]
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return filtered_data
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@create_cache_folder
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def save_binary_file(content: str, file_name: str, accepted_types: list[str]) -> str:
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"""
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Save a binary file to the specified folder.
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Args:
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content: The content of the file as a bytes object.
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file_name: The name of the file, including its extension.
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Returns:
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The path to the saved file.
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"""
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if not any(file_name.endswith(suffix) for suffix in accepted_types):
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raise ValueError(f"File {file_name} is not accepted")
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# Get the destination folder
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cache_path = Path(tempfile.gettempdir()) / PREFIX
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if not content:
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raise ValueError("Please, reload the file in the loader.")
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data = content.split(",")[1]
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decoded_bytes = base64.b64decode(data)
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# Create the full file path
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file_path = os.path.join(cache_path, file_name)
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# Save the binary content to the file
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with open(file_path, "wb") as file:
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file.write(decoded_bytes)
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return file_path
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@create_cache_folder
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def save_cache(hash_val: str, chat_data, clean_old_cache_files: bool):
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cache_path = Path(tempfile.gettempdir()) / PREFIX / f"{hash_val}.dill"
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with cache_path.open("wb") as cache_file:
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dill.dump(chat_data, cache_file)
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if clean_old_cache_files:
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clear_old_cache_files()
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@create_cache_folder
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def load_cache(hash_val):
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cache_path = Path(tempfile.gettempdir()) / PREFIX / f"{hash_val}.dill"
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if cache_path.exists():
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with cache_path.open("rb") as cache_file:
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return dill.load(cache_file)
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return None
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