diff --git a/gdrive/README.md b/gdrive/README.md index 167f8847..5a55efff 100644 --- a/gdrive/README.md +++ b/gdrive/README.md @@ -81,6 +81,25 @@ This connector also supports a few optional environment variables to configure t 1. `GDRIVE_SEARCH_LIMIT` - Number of results to return. Default is 10. 2. `GDRIVE_FOLDER_ID` - ID of the folder to search in. If not provided, the search will be performed in the whole drive. +## Caching + +This connector has an optional caching feature, which will cache the documents it downloads from Google Drive. This +will prevent the same documents from being downloaded repeatedly when a user continues a conversation on the same +topic, or multiple users are asking questions related to the same documents. + +By default, the caching feature is not enabled. To enable it, set the env var `GDRIVE_CACHE_TYPE` to either: + +* `memory` - to cache the documents in the Python process itself using TTLCache from cachetools. +* `redis` - to cache the documents in Redis. + +When using caching, the following env vars are also available: + +* `GDRIVE_REDIS_HOST` - Redis host to connect to +* `GDRIVE_REDIS_PORT` - Redis port to connect to +* `GDRIVE_REDIS_DB` - Redis database number to connect to +* `GDRIVE_CACHE_MAXSIZE` - Maximum number of documents to store in the TTL cache when using TTL cache +* `GDRIVE_CACHE_EXPIRE_TIME` - The number of seconds to cache documents for, with either Redis or TTL cache + ## Development Create a virtual environment and install dependencies with poetry. We recommend using in-project virtual environments: diff --git a/gdrive/poetry.lock b/gdrive/poetry.lock index 086f7d8d..b8f2ea74 100644 --- a/gdrive/poetry.lock +++ b/gdrive/poetry.lock @@ -1,91 +1,118 @@ # This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +[[package]] +name = "aiohappyeyeballs" +version = "2.4.0" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"}, + {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"}, +] + [[package]] name = "aiohttp" -version = "3.9.4" +version = "3.10.5" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" files = [ - {file = "aiohttp-3.9.4-cp310-cp310-macosx_10_9_universal2.whl", hash = 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nltk - import connexion from dotenv import load_dotenv +from provider import cache + load_dotenv() @@ -24,6 +25,7 @@ def __str__(self): def create_app(): app = connexion.FlaskApp(__name__, specification_dir="../../.openapi") + app.add_api( API_VERSION, resolver=connexion.resolver.RelativeResolver("provider.app") ) @@ -32,5 +34,5 @@ def create_app(): config_prefix = os.path.split(os.getcwd())[1].upper() flask_app.config.from_prefixed_env(config_prefix) flask_app.config["APP_ID"] = config_prefix - + cache.init(flask_app.config.get("CACHE_TYPE"), flask_app.config) return flask_app diff --git a/gdrive/provider/app.py b/gdrive/provider/app.py index 21bbcfc8..5d7fd942 100644 --- a/gdrive/provider/app.py +++ b/gdrive/provider/app.py @@ -1,5 +1,4 @@ import logging - from connexion.exceptions import Unauthorized from flask import abort, request, current_app as app diff --git a/gdrive/provider/cache.py b/gdrive/provider/cache.py new file mode 100644 index 00000000..362cca85 --- /dev/null +++ b/gdrive/provider/cache.py @@ -0,0 +1,90 @@ +from abc import abstractmethod + +import redis +from cachetools import TTLCache +from flask import current_app as app + + +CACHE_TYPE_NONE = "none" +CACHE_TYPE_MEMORY = "memory" +CACHE_TYPE_REDIS = "redis" + +DEFAULT_CACHE_EXPIRE_TIME = 3600 + + +backend = None + + +class CacheBackend: + def get_cache_key(self, document_id: str) -> str: + return f"document_text_{document_id}" + + @abstractmethod + def cache_document_text(self, document_id: str, text: str) -> None: + pass + + @abstractmethod + def get_document_text(self, document_id: str) -> str: + pass + + +class MemoryBackend(CacheBackend): + def __init__(self, config): + self.ttl_cache = TTLCache( + config.get("CACHE_MAXSIZE") or 1000, + config.get("CACHE_EXPIRE_TIME") or DEFAULT_CACHE_EXPIRE_TIME, + ) + + def cache_document_text(self, document_id: str, text: str) -> None: + cache_key = self.get_cache_key(document_id) + self.ttl_cache[cache_key] = text + + def get_document_text(self, document_id: str) -> str: + cache_key = self.get_cache_key(document_id) + return self.ttl_cache.get(cache_key) + + +class RedisBackend(CacheBackend): + def __init__(self, config): + self.r = redis.Redis( + host=config.get("REDIS_HOST") or "localhost", + port=config.get("REDIS_PORT") or 6379, + db=config.get("REDIS_DB") or 0, + ) + + self.expire_time = config.get("CACHE_EXPIRE_TIME") or DEFAULT_CACHE_EXPIRE_TIME + + def cache_document_text(self, document_id: str, text: str) -> None: + cache_key = self.get_cache_key(document_id) + self.r.set(cache_key, text, self.expire_time) + + def get_document_text(self, document_id: str) -> str: + cache_key = self.get_cache_key(document_id) + document_text = self.r.get(cache_key) + return document_text.decode() if document_text else None + + +CACHE_BACKENDS = { + CACHE_TYPE_MEMORY: MemoryBackend, + CACHE_TYPE_REDIS: RedisBackend, +} + + +def init(type: str, config) -> None: + global backend + + if not type: + return + + assert type in CACHE_BACKENDS, "Invalid cache backend" + backend = CACHE_BACKENDS[type](config) + + +def get_document_text(document_id: str) -> str: + assert backend, "Caching not configured" + return backend.get_document_text(document_id) + + +def cache_document_text(document_id: str, value: str): + assert backend, "Caching not configured" + backend.cache_document_text(document_id, value) diff --git a/gdrive/provider/provider.py b/gdrive/provider/provider.py index c5e2e18f..29d29d72 100644 --- a/gdrive/provider/provider.py +++ b/gdrive/provider/provider.py @@ -8,7 +8,7 @@ from googleapiclient.discovery import build from googleapiclient.errors import HttpError -from . import UpstreamProviderError, async_download +from . import UpstreamProviderError, async_download, cache CSV_MIMETYPE = "text/csv" TEXT_MIMETYPE = "text/plain" @@ -29,14 +29,13 @@ def process_data_with_service(data, request_credentials: Credentials): - results = [] + results: list[dict] = [] files = data.get("files", []) if not files: logger.debug("No files found.") return results - id_to_urls = extract_links(files) - id_to_texts = async_download.perform(id_to_urls, request_credentials.token) + id_to_texts = retrieve_file_texts(files, request_credentials) for _file in files: id = _file.get("id") @@ -67,19 +66,39 @@ def process_data_with_service(data, request_credentials: Credentials): return results -def extract_links(files) -> [str, str]: - id_to_urls = dict() +def retrieve_file_texts(files, request_credentials: Credentials) -> dict[str, str]: + missing_ids_to_urls = {} + id_to_texts = {} + for _file in files: export_links = _file.pop("exportLinks", {}) id = _file.get("id") + if id is None: continue - if TEXT_MIMETYPE in export_links: - id_to_urls[id] = export_links[TEXT_MIMETYPE] - elif CSV_MIMETYPE in export_links: - id_to_urls[id] = export_links[CSV_MIMETYPE] - return id_to_urls + cached_text = cache.get_document_text(id) if cache.backend else None + + if cached_text is not None: + id_to_texts[id] = cached_text + else: + if TEXT_MIMETYPE in export_links: + missing_ids_to_urls[id] = export_links[TEXT_MIMETYPE] + elif CSV_MIMETYPE in export_links: + missing_ids_to_urls[id] = export_links[CSV_MIMETYPE] + + if missing_ids_to_urls: + downloaded_texts = async_download.perform( + missing_ids_to_urls, request_credentials.token + ) + + if cache.backend: + for document_id in downloaded_texts: + cache.cache_document_text(document_id, downloaded_texts[document_id]) + + id_to_texts.update(downloaded_texts) + + return id_to_texts def split_and_remove_stopwords(text: str): diff --git a/gdrive/pyproject.toml b/gdrive/pyproject.toml index d7a82e88..6b257302 100644 --- a/gdrive/pyproject.toml +++ b/gdrive/pyproject.toml @@ -18,10 +18,13 @@ google-auth-oauthlib = "^1.1.0" gunicorn = "^22.0.0" aiohttp = "^3.9.4" nltk = "^3.8.1" +redis = "^5.0.8" +cachetools = "^5.5.0" [tool.poetry.group.development.dependencies] black = "^24.3.0" types-requests = "^2.31.0.1" +types-cachetools = "^5.5.0" [build-system] requires = ["poetry-core"]