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+++ b/dropbox/provider/client.py @@ -42,7 +42,7 @@ def download_file(self, path): def get_client(oauth_token=None): - search_limit = app.config.get("SEARCH_LIMIT", 5) + search_limit = app.config.get("SEARCH_LIMIT", 3) path = app.config.get("PATH", "") env_token = app.config.get("ACCESS_TOKEN", "") token = None diff --git a/dropbox/provider/provider.py b/dropbox/provider/provider.py index 33c91b5c1..5b6a9710c 100644 --- a/dropbox/provider/provider.py +++ b/dropbox/provider/provider.py @@ -1,13 +1,20 @@ from typing import Any from .client import get_client +from .unstructured import get_unstructured_client def search(query: str, oauth_token: str = None) -> list[dict[str, Any]]: dbx_client = get_client(oauth_token) + unstructured_client = get_unstructured_client() dbx_results = dbx_client.search(query) + return serialize_results(dbx_results, dbx_client, unstructured_client) + + +def serialize_results(dbx_results, dbx_client, unstructured_client): results = [] + for dbx_result in dbx_results.matches: if not (metadata := dbx_result.metadata.get_metadata()): continue @@ -17,12 +24,35 @@ def search(query: str, oauth_token: str = None) -> list[dict[str, Any]]: metadata, f = dbx_client.download_file(metadata.path_display) + import pdb + result = { - "type": "file", + "id": metadata.id, "title": metadata.name, - "text": str(f.content), + "type": "file", + "raw_content": f.content, } - # TODO: decode file contents + results.append(result) + # Group for batch Unstructured requests + files = [ + (result["id"], result["title"], result["raw_content"]) for result in results + ] + unstructured_content = unstructured_client.batch_get(files) + + # Now build text field based off Unstructured return + for result in results: + del result["raw_content"] + file_name = result["title"] + + if file_name in unstructured_content: + # Build text + text = "" + for element in unstructured_content[file_name]: + text += f' {element.get("text")}' + + if text != "": + result["text"] = text + return results diff --git a/dropbox/provider/unstructured.py b/dropbox/provider/unstructured.py new file mode 100644 index 000000000..186582089 --- /dev/null +++ b/dropbox/provider/unstructured.py @@ -0,0 +1,104 @@ +import asyncio +import aiohttp +import logging +from collections import OrderedDict +from flask import current_app as app + +logger = logging.getLogger(__name__) + +CACHE_SIZE = 256 + +unstructured = None + + +class UnstructuredRequestSession: + def __init__(self, unstructured_base_url, api_key): + self.get_content_url = f"{unstructured_base_url}/general/v0/general" + self.headers = {"unstructured-api-key": api_key} + # Manually cache because functools.lru_cache does not support async methods + self.cache = OrderedDict() + self.start_session() + + def start_session(self): + self.loop = asyncio.new_event_loop() + self.session = aiohttp.ClientSession(loop=self.loop) + + def close_loop(self): + self.loop.stop() + self.loop.close() + + def cache_get(self, key): + self.cache.move_to_end(key) + + return self.cache[key] + + def cache_put(self, key, item): + self.cache[key] = item + + if len(self.cache) > CACHE_SIZE: + self.cache.popitem() + + async def close_session(self): + await self.session.close() + + async def get_unstructured_content(self, file): + # Unpack tuple + file_id, file_name, file_data = file + + # Check cache + if file_id in self.cache: + return self.cache_get(file_id) + + # Use FormData to pass in files parameter + data = aiohttp.FormData() + data.add_field("files", file_data, filename=file_name) + + async with self.session.post( + self.get_content_url, + headers=self.headers, + data=data, + ) as response: + content = await response.json() + if not response.ok: + logger.error(f"Error response from Unstructured: {content}") + return None + + self.cache_put(file_id, (file_name, content)) + + return self.cache[file_id] + + async def gather(self, files): + tasks = [self.get_unstructured_content(file) for file in files] + return await asyncio.gather(*tasks) + + def batch_get(self, files): + results = self.loop.run_until_complete(self.gather(files)) + results = [result for result in results if result is not None] + + result_dict = { + filename: content for filename, content in results if content is not None + } + + # Close session and loop + self.loop.run_until_complete(self.close_session()) + self.close_loop() + + return result_dict + + +def get_unstructured_client(): + global unstructured + if unstructured is not None: + return unstructured + + # Fetch environment variables + assert ( + unstructured_base_url := app.config.get("UNSTRUCTURED_BASE_URL") + ), "DROPBOX_UNSTRUCTURED_BASE_URL must be set" + assert ( + api_key := app.config.get("UNSTRUCTURED_API_KEY") + ), "DROPBOX_UNSTRUCTURED_API_KEY must be set" + + unstructured = UnstructuredRequestSession(unstructured_base_url, api_key) + + return unstructured diff --git a/dropbox/pyproject.toml b/dropbox/pyproject.toml index 2cd1a4ef2..21180c441 100644 --- a/dropbox/pyproject.toml +++ b/dropbox/pyproject.toml @@ -13,6 +13,7 @@ python-dotenv = "^1.0.0" dropbox = "^11.36.2" requests = "^2.31.0" gunicorn = "^21.2.0" +aiohttp = "^3.9.1" [tool.poetry.group.development.dependencies] diff --git a/sharepoint/provider/unstructured.py b/sharepoint/provider/unstructured.py index 5529f4a70..85698845f 100644 --- a/sharepoint/provider/unstructured.py +++ b/sharepoint/provider/unstructured.py @@ -76,9 +76,7 @@ def batch_get(self, files): results = [result for result in results if result is not None] result_dict = { - filename: content[:20] - for filename, content in results - if content is not None + filename: content for filename, content in results if content is not None } # Close session and loop From 12151c3bf607855a57b69a3feccbd43a918e1d76 Mon Sep 17 00:00:00 2001 From: Tianjing Li Date: Wed, 6 Dec 2023 16:30:59 -0500 Subject: [PATCH 2/4] Update readme and .env --- dropbox/.env-template | 6 +++++- dropbox/README.md | 13 +++++++++++-- 2 files changed, 16 insertions(+), 3 deletions(-) diff --git a/dropbox/.env-template b/dropbox/.env-template index 42f4361f1..7af04fffe 100644 --- a/dropbox/.env-template +++ b/dropbox/.env-template @@ -3,4 +3,8 @@ DROPBOX_APP_KEY= DROPBOX_APP_SECRET= DROPBOX_SEARCH_LIMIT=5 DROPBOX_PATH= -DROPBOX_CONNECTOR_API_KEY= \ No newline at end of file +DROPBOX_CONNECTOR_API_KEY= + +# Unstructured +DROPBOX_UNSTRUCTURED_BASE_URL= +DROPBOX_UNSTRUCTURED_API_KEY= \ No newline at end of file diff --git a/dropbox/README.md b/dropbox/README.md index e38690cb1..66f142816 100644 --- a/dropbox/README.md +++ b/dropbox/README.md @@ -6,8 +6,6 @@ This package is a utility for connecting Cohere to Dropbox, featuring a simple l The Dropbox connector currently searches for all active files within your Dropbox instance. Note that new files added will require a couple minutes of indexing time to be searchable. Dropbox usually takes less than 5 minutes. -**Please note, currently, the contents of individual files is not decoded.** - ## Configuration To use the Dropbox connector, first create an app in the [Developer App Console](https://www.dropbox.com/developers/apps). Select Scoped Access, and give it the access type it needs. Note that `App folder` access will give your app access to a folder specifically created for your app, while `Full Dropbox` access will give your app access to all files and folders currently in your Dropbox instance. @@ -60,6 +58,17 @@ curl -X POST \ }' ``` +## Unstructured + +To decode file contents, this connector leverages [Unstructured](https://unstructured.io). You can generate a free [API key here](https://unstructured.io/api-key). + +It is necessary to provide the following values in the `.env`: + +- `DROPBOX_UNSTRUCTURED_BASE_URL` +- `DROPBOX_UNSTRUCTURED_API_KEY` + +Use the API key generated earlier. To quickstart usage, you can use the hosted `https://api.unstructured.io` as the base URL, or you can [host your own Unstructured server](https://unstructured-io.github.io/unstructured/apis/usage_methods.html). + ## Development Create a virtual environment and install dependencies with poetry. We recommend using in-project virtual environments: From 1e8415fcae2d37baa34770d5e5810ebfd424276e Mon Sep 17 00:00:00 2001 From: Tianjing Li Date: Mon, 11 Dec 2023 15:15:16 -0500 Subject: [PATCH 3/4] Calculate total cache size in bytes instead of length --- dropbox/provider/unstructured.py | 31 ++++++++++++++++++++++--------- 1 file changed, 22 insertions(+), 9 deletions(-) diff --git a/dropbox/provider/unstructured.py b/dropbox/provider/unstructured.py index 186582089..3b7bf6ca7 100644 --- a/dropbox/provider/unstructured.py +++ b/dropbox/provider/unstructured.py @@ -1,12 +1,15 @@ +import sys import asyncio import aiohttp import logging +import functools from collections import OrderedDict from flask import current_app as app logger = logging.getLogger(__name__) -CACHE_SIZE = 256 +CACHE_LIMIT_BYTES = 20 * 1024 * 1024 # 20 MB to bytes +TIMEOUT_SECONDS = 20 unstructured = None @@ -14,19 +17,29 @@ class UnstructuredRequestSession: def __init__(self, unstructured_base_url, api_key): self.get_content_url = f"{unstructured_base_url}/general/v0/general" - self.headers = {"unstructured-api-key": api_key} + self.api_key = api_key # Manually cache because functools.lru_cache does not support async methods self.cache = OrderedDict() self.start_session() def start_session(self): self.loop = asyncio.new_event_loop() - self.session = aiohttp.ClientSession(loop=self.loop) + # Create ClientTimeout object to apply timeout for every request in the session + client_timeout = aiohttp.ClientTimeout(total=TIMEOUT_SECONDS) + self.session = aiohttp.ClientSession(loop=self.loop, timeout=client_timeout) def close_loop(self): self.loop.stop() self.loop.close() + def cache_size(self): + # Calculate the total size of values in bytes + total_size_bytes = functools.reduce( + lambda a, b: a + b, map(lambda v: sys.getsizeof(v), self.cache.values()), 0 + ) + + return total_size_bytes + def cache_get(self, key): self.cache.move_to_end(key) @@ -35,7 +48,7 @@ def cache_get(self, key): def cache_put(self, key, item): self.cache[key] = item - if len(self.cache) > CACHE_SIZE: + while self.cache_size() > CACHE_LIMIT_BYTES: self.cache.popitem() async def close_session(self): @@ -53,9 +66,12 @@ async def get_unstructured_content(self, file): data = aiohttp.FormData() data.add_field("files", file_data, filename=file_name) + # API key optional if self-hosted + headers = {} if self.api_key is None else {"unstructured-api-key": self.api_key} + async with self.session.post( self.get_content_url, - headers=self.headers, + headers=headers, data=data, ) as response: content = await response.json() @@ -91,13 +107,10 @@ def get_unstructured_client(): if unstructured is not None: return unstructured - # Fetch environment variables assert ( unstructured_base_url := app.config.get("UNSTRUCTURED_BASE_URL") ), "DROPBOX_UNSTRUCTURED_BASE_URL must be set" - assert ( - api_key := app.config.get("UNSTRUCTURED_API_KEY") - ), "DROPBOX_UNSTRUCTURED_API_KEY must be set" + api_key = app.config.get("UNSTRUCTURED_API_KEY", None) unstructured = UnstructuredRequestSession(unstructured_base_url, api_key) From 64028087210a74021a52df086e867d6eb7e0fa8f Mon Sep 17 00:00:00 2001 From: Tianjing Li Date: Mon, 18 Dec 2023 14:47:05 -0500 Subject: [PATCH 4/4] Removed --- dropbox/.env-template | 2 -- 1 file changed, 2 deletions(-) diff --git a/dropbox/.env-template b/dropbox/.env-template index 7af04fffe..9377b219b 100644 --- a/dropbox/.env-template +++ b/dropbox/.env-template @@ -1,6 +1,4 @@ DROPBOX_ACCESS_TOKEN= -DROPBOX_APP_KEY= -DROPBOX_APP_SECRET= DROPBOX_SEARCH_LIMIT=5 DROPBOX_PATH= DROPBOX_CONNECTOR_API_KEY=