Spaces:
Sleeping
Sleeping
Aiswarya Sankar
commited on
Commit
·
785e02e
1
Parent(s):
383468c
Update app
Browse files
app.py
CHANGED
@@ -113,54 +113,62 @@ def index_repo(textbox: str, dropdown: str) -> Response:
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root_dir = './' + pathName
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activeloop_username = "aiswaryas"
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dataset_path = f"hub://{activeloop_username}/" +
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invalid_dataset_path = True
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# try:
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# try:
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# db = DeepLake(dataset_path=dataset_path,
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# embedding_function=embeddings,
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# token=os.environ['ACTIVELOOP_TOKEN'],
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# read_only=True,
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# num_workers=12,
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# runtime = {"tensor_db": True}
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# )
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# except Exception as e:
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# print("Failed to read: " + str(e))
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# if "scheduled for deletion" in str(e):
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# dataset_path = f"hub://{activeloop_username}/" + pathName + str(random.randint(1,100))
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# invalid_dataset_path = True
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# if invalid_dataset_path or db is None or len(db.vectorstore.dataset) == 0:
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# print("Dataset doesn't exist, fetching data")
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try:
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except Exception as e:
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return Response(
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@@ -170,14 +178,6 @@ def index_repo(textbox: str, dropdown: str) -> Response:
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stdout="",
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)
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# except Exception as e:
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# return Response(
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# result= "Failed to index github repo",
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# repo="",
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# error=str(e),
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# stdout="",
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# )
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vector_db_url.value = dataset_path
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return {
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root_dir = './' + pathName
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activeloop_username = "aiswaryas"
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dataset_path = f"hub://{activeloop_username}/" + pathName
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invalid_dataset_path = True
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try:
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try:
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db = DeepLake(dataset_path=dataset_path,
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embedding_function=embeddings,
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token=os.environ['ACTIVELOOP_TOKEN'],
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read_only=True,
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num_workers=12,
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runtime = {"tensor_db": True}
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)
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except Exception as e:
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print("Failed to read: " + str(e))
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if "scheduled for deletion" in str(e):
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dataset_path = f"hub://{activeloop_username}/" + pathName + str(random.randint(1,100))
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invalid_dataset_path = True
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if invalid_dataset_path or db is None or len(db.vectorstore.dataset) == 0:
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print("Dataset doesn't exist, fetching data")
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try:
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docs = []
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for dirpath, dirnames, filenames in os.walk(root_dir):
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for file in filenames:
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print(file)
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try:
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loader = TextLoader(os.path.join(dirpath, file), encoding='utf-8')
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docs.extend(loader.load_and_split())
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except Exception as e:
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print("Exception: " + str(e) + "| File: " + os.path.join(dirpath, file))
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pass
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activeloop_username = "aiswaryas"
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text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
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texts = text_splitter.split_documents(docs)
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db = DeepLake(dataset_path=dataset_path,
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embedding_function=embeddings,
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token=os.environ['ACTIVELOOP_TOKEN'],
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read_only=False,
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num_workers=12,
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runtime = {"tensor_db": True}
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)
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# Do this in chunks to avoid hitting the ratelimit immediately
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for i in range(0, len(texts), 500):
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print("Adding documents " + str(i))
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db.add_documents(texts[i:i+500])
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time.sleep(.5)
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except Exception as e:
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return Response(
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result= "Failed to index github repo",
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repo="",
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error=str(e),
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stdout="",
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)
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except Exception as e:
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return Response(
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stdout="",
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)
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vector_db_url.value = dataset_path
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return {
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