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Add superbooga chunk separator option (#2051)

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Luis Lopez 2023-05-15 08:44:52 +08:00 committed by GitHub
parent ab08cf6465
commit b07f849e41
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1 changed files with 17 additions and 9 deletions
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26
extensions/superbooga/script.py
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@ -13,6 +13,7 @@ from .download_urls import download_urls
params = {
'chunk_count': 5,
'chunk_length': 700,
'chunk_separator': '',
'strong_cleanup': False,
'threads': 4,
}
@ -22,17 +23,23 @@ chat_collector = make_collector()
chunk_count = 5
def feed_data_into_collector(corpus, chunk_len):
def feed_data_into_collector(corpus, chunk_len, chunk_sep):
global collector
# Defining variables
chunk_len = int(chunk_len)
chunk_sep = chunk_sep.replace(r'\n', '\n')
cumulative = ''
# Breaking the data into chunks and adding those to the db
cumulative += "Breaking the input dataset...\n\n"
yield cumulative
data_chunks = [corpus[i:i + chunk_len] for i in range(0, len(corpus), chunk_len)]
if chunk_sep:
data_chunks = corpus.split(chunk_sep)
data_chunks = [[data_chunk[i:i + chunk_len] for i in range(0, len(data_chunk), chunk_len)] for data_chunk in data_chunks]
data_chunks = [x for y in data_chunks for x in y]
else:
data_chunks = [corpus[i:i + chunk_len] for i in range(0, len(corpus), chunk_len)]
cumulative += f"{len(data_chunks)} chunks have been found.\n\nAdding the chunks to the database...\n\n"
yield cumulative
add_chunks_to_collector(data_chunks, collector)
@ -40,14 +47,14 @@ def feed_data_into_collector(corpus, chunk_len):
yield cumulative
def feed_file_into_collector(file, chunk_len):
def feed_file_into_collector(file, chunk_len, chunk_sep):
yield 'Reading the input dataset...\n\n'
text = file.decode('utf-8')
for i in feed_data_into_collector(text, chunk_len):
for i in feed_data_into_collector(text, chunk_len, chunk_sep):
yield i
def feed_url_into_collector(urls, chunk_len, strong_cleanup, threads):
def feed_url_into_collector(urls, chunk_len, chunk_sep, strong_cleanup, threads):
all_text = ''
cumulative = ''
@ -71,7 +78,7 @@ def feed_url_into_collector(urls, chunk_len, strong_cleanup, threads):
text = '\n'.join([s.strip() for s in strings])
all_text += text
for i in feed_data_into_collector(all_text, chunk_len):
for i in feed_data_into_collector(all_text, chunk_len, chunk_sep):
yield i
@ -232,10 +239,11 @@ def ui():
update_settings = gr.Button('Apply changes')
chunk_len = gr.Number(value=params['chunk_length'], label='Chunk length', info='In characters, not tokens. This value is used when you click on "Load data".')
chunk_sep = gr.Textbox(value=params['chunk_separator'], label='Chunk separator', info='Used to manually split chunks. Manually split chunks longer than chunk length are split again. This value is used when you click on "Load data".')
with gr.Column():
last_updated = gr.Markdown()
update_data.click(feed_data_into_collector, [data_input, chunk_len], last_updated, show_progress=False)
update_url.click(feed_url_into_collector, [url_input, chunk_len, strong_cleanup, threads], last_updated, show_progress=False)
update_file.click(feed_file_into_collector, [file_input, chunk_len], last_updated, show_progress=False)
update_data.click(feed_data_into_collector, [data_input, chunk_len, chunk_sep], last_updated, show_progress=False)
update_url.click(feed_url_into_collector, [url_input, chunk_len, chunk_sep, strong_cleanup, threads], last_updated, show_progress=False)
update_file.click(feed_file_into_collector, [file_input, chunk_len, chunk_sep], last_updated, show_progress=False)
update_settings.click(apply_settings, [chunk_count], last_updated, show_progress=False)