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class MassUpdateWorker | |
include Sneakers::Worker | |
QUEUE_NAME = MassUpdatePublisher::QUEUE_NAME | |
from_queue QUEUE_NAME, arguments: { 'x-dead-letter-exchange': "#{QUEUE_NAME}-retry" } | |
def work(msg) | |
data = ActiveSupport::JSON.decode(msg) | |
data["mutations"].each do |mutation | | |
update_balance(mutation.to_h) |
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# config/initializers/sneakers.rb | |
require 'sneakers' | |
require 'sneakers/handlers/maxretry' | |
module Connection | |
def self.sneakers | |
@_sneakers ||= begin | |
Bunny.new( | |
addresses: ENV['BUNNY_AMQP_ADDRESSES']&.split(','), | |
username: ENV['BUNNY_AMQP_USER'], |
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class MassUpdatePublisher | |
QUEUE_NAME = 'user.mass_update_using_csv'.freeze | |
def initialize(mutations) | |
@mutations = mutations | |
end | |
def publish(options = {}) | |
channel = RabbitQueueService.connection.create_channel | |
exchange = channel.exchange( |
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class RabbitQueueService | |
def self.logger | |
Rails.logger.tagged('bunny') do | |
@@_logger ||= Rails.logger | |
end | |
end | |
def self.connection | |
@@_connection ||= begin | |
instance = Bunny.new( |
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sudo apt-get update | |
sudo apt-get install apt-transport-https ca-certificates curl software-properties-common | |
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add - | |
sudo apt-key fingerprint 0EBFCD88 | |
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | |
sudo apt-get update | |
sudo apt-get install docker-ce |
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version: '2' | |
services: | |
rabbitmq: | |
image: rabbitmq:alpine | |
ports: | |
- 5672:5672 | |
- 15672:15672 |
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class UserController < ApplicationController | |
def index | |
@user = User.all | |
render json: @user, each_serializer: UserSerializer | |
end | |
def mass_update | |
update_using_csv(params[:csv]) |
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from gensim.models import Word2Vec | |
import re | |
import pickle | |
import numpy as np | |
def tokenize(sentence): | |
remove_dots = re.sub("[.]", "", sentence.lower()) | |
return re.findall("[A-Za-z]{2,}", remove_dots) | |
def w2v_tfidf(sentence, w2v_model, tfidf_model): |
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from gensim.models import Word2Vec | |
import re | |
def tokenize(sentence): | |
remove_dots = re.sub("[.]", "", sentence.lower()) | |
return re.findall("[A-Za-z]{2,}", remove_dots) | |
def w2v_average(sentence, w2v_model): | |
words = tokenize(sentence.lower()) | |
sum_w2v = 0 |
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import pandas as pd | |
from gensim.models import Word2Vec | |
import logging | |
import re | |
# Diplay log | |
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) | |
# Load data | |
data = pd.read_csv('training-data.csv', header=None) |
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