Mutlu Polatcan mpolatcan

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mpolatcan / shell_oil_turkey_scraper.py

Last active July 11, 2020 19:37

Shell Oil Turkey oil prices data scraping

	# Written by Mutlu Polatcan
	# 09.07.2020
	# =============================================
	import requests
	import re
	from datetime import datetime, timedelta


	class ShellOilTurkeyScraper:
	URL = "https://www.turkiyeshell.com/pompatest/History.aspx"

mpolatcan / product_matching.py

Last active February 17, 2020 14:52

Match external market products with your product category, get n best match with your products using TF-IDF and Cosine similarity

	import pandas as pd
	from sklearn.feature_extraction.text import TfidfVectorizer
	from scipy.spatial.distance import cosine


	def get_best_n_match(external_products_df, internal_products_dfs, count=3):
	# Create vectorizer according to internal product space
	vectorizer = TfidfVectorizer()
	vectorizer.fit(internal_products_dfs.name)

mpolatcan / render_pandas_dataframe.py

Created February 13, 2020 07:21

Code snippet that renders DataFrame as image

	import pandas as pd
	import numpy as np
	import matplotlib.pyplot as plt
	import six
	import random


	df = pd.DataFrame()
	df['date'] = ['2016-04-{}'.format(day) for day in range(1, 51)]
	df['calories'] = [random.randint(1500, 2000) for i in range(50)]

mpolatcan / gke_api_client.py

Created October 30, 2019 22:12

Google Kubernetes API Client to manage Google Kubernetes Engine Cluster written in Python

	import base64
	import json
	from google.oauth2.service_account import Credentials
	from google.cloud.container_v1 import ClusterManagerClient
	from kubernetes.client import ApiClient, CoreV1Api
	from kubernetes.client.configuration import Configuration as KubernetesClientConfiguration
	from tempfile import NamedTemporaryFile


	class KubernetesApiClient: