LeadMagnet/leadchat
1
0
Fork 0
Code Issues Pull Requests Actions 3 Packages Projects Releases Wiki Activity

chore(cleanup): Delete sentiment feature (#9304)

Browse Source 
- The feature is unused, removing it for now, will bring it back with better models later.
This commit is contained in:
Pranav
2024-04-25 22:49:10 -07:00
committed by GitHub
parent 77db0d0701
commit ffd47081bd
11 changed files with 14 additions and 312 deletions
Download Patch File Download Diff File Expand all files Collapse all files

117
spec/enterprise/jobs/enterprise/sentiment_analysis_job_spec.rb
View File

@@ -1,117 +0,0 @@
require 'rails_helper'
RSpec.describe Enterprise::SentimentAnalysisJob do
context 'when account locale set to english language' do
let(:account) { create(:account, locale: 'en') }
let(:message) { build(:message, content_type: nil, account: account) }
context 'when update the message sentiments' do
let(:model_path) { Rails.root.join('vendor/db/sentiment-analysis.onnx') }
let(:model) { double }
before do
allow(Informers::SentimentAnalysis).to receive(:new).with(model_path).and_return(model)
allow(model).to receive(:predict).and_return({ label: 'positive', score: '0.6' })
end
it 'with incoming message' do
with_modified_env SENTIMENT_FILE_PATH: 'sentiment-analysis.onnx' do
message.update(message_type: :incoming)
described_class.perform_now(message)
expect(message.sentiment).not_to be_empty
end
end
it 'update sentiment label for positive message' do
with_modified_env SENTIMENT_FILE_PATH: 'sentiment-analysis.onnx' do
message.update(message_type: :incoming, content: 'I like your product')
described_class.perform_now(message)
expect(message.sentiment).not_to be_empty
expect(message.sentiment['label']).to eq('positive')
expect(message.sentiment['value']).to eq(1)
end
end
it 'update sentiment label for negative message' do
with_modified_env SENTIMENT_FILE_PATH: 'sentiment-analysis.onnx' do
message.update(message_type: :incoming, content: 'I did not like your product')
allow(model).to receive(:predict).and_return({ label: 'negative', score: '0.6' })
described_class.perform_now(message)
expect(message.sentiment).not_to be_empty
expect(message.sentiment['label']).to eq('negative')
expect(message.sentiment['value']).to eq(-1)
end
end
end
context 'with download sentiment files' do
let(:model_path) { nil }
let(:model) { double }
before do
allow(Informers::SentimentAnalysis).to receive(:new).with(model_path).and_return(model)
allow(model).to receive(:predict).and_return({ label: 'positive', score: '0.6' })
end
it 'fetch saved file in the server' do
with_modified_env SENTIMENT_FILE_PATH: 'sentiment-analysis.onnx' do
message.update(message_type: :incoming, content: 'I did not like your product')
described_class.new(message).save_and_open_sentiment_file
sentiment_file = Rails.root.join('vendor/db/sentiment-analysis.onnx')
expect(File).to exist(sentiment_file)
end
end
it 'fetch file from the storage' do
with_modified_env SENTIMENT_FILE_PATH: 'sentiment-analysis.onnx' do
message.update(message_type: :incoming, content: 'I did not like your product')
allow(File).to receive(:exist?).and_return(false)
allow(Down).to receive(:download).and_return('./sentiment-analysis.onnx')
allow(File).to receive(:rename).and_return(100)
described_class.new(message).save_and_open_sentiment_file
sentiment_file = Rails.root.join('vendor/db/sentiment-analysis.onnx')
expect(sentiment_file).to be_present
end
end
end
context 'when does not update the message sentiments' do
it 'with outgoing message' do
message.update(message_type: :outgoing)
described_class.perform_now(message)
expect(message.sentiment).to be_empty
end
it 'with private message' do
message.update(private: true)
described_class.perform_now(message)
expect(message.sentiment).to be_empty
end
end
end
context 'when account locale is not set to english language' do
let(:account) { create(:account, locale: 'es') }
let(:message) { build(:message, content_type: nil, account: account) }
it 'does not update the message sentiments' do
described_class.perform_now(message)
expect(message.sentiment).to be_empty
end
end
end