anshajk

FROM ubuntu:12.04
# Install dependencies
RUN apt-get update -y
RUN apt-get install -y apache2

# Install apache and write hello world message
RUN echo "Hello Cloud Gurus!!!! This web page is running in a Docker container!" > /var/www/index.html

# Configure apache
RUN a2enmod rewrite

anshajk

version: 0.0
os: linux
files:
  - source: /index.html
    destination: /var/www/html/
hooks:
  BeforeInstall:
    - location: scripts/install_dependencies.sh
      timeout: 300
      runas: root

anshajk

import csv
import datetime
import json
import logging
import os

from google.cloud import storage
from twitter_scraper import get_tweets

log = logging.getLogger()

anshajk

# Using @property decorator
# Source - https://www.programiz.com/python-programming/property
class Celsius:
    def __init__(self, temperature=0):
        self.temperature = temperature

    def to_fahrenheit(self):
        return (self.temperature * 1.8) + 32

    @property

anshajk

def windowed_dataset(series, window_size, batch_size, shuffle_buffer):
  """Function for creating a windowed dataset for sequence training"""
  dataset = tf.data.Dataset.from_tensor_slices(series)
  dataset = dataset.window(window_size + 1, shift=1, drop_remainder=True)
  dataset = dataset.flat_map(lambda window: window.batch(window_size + 1))
  dataset = dataset.shuffle(shuffle_buffer).map(lambda window: (window[:-1], window[-1]))
  dataset = dataset.batch(batch_size).prefetch(1)
  return dataset

anshajk

import numpy as np
for i in list_vals:
  print('Anshaj')