野球選手データの取得@python+splunk

目標

選手の成績推移が見たい。

流れ

PythonでSportsnaviの情報をCSVにする。
Splunkで読み取り、成績推移グラフを作る

選手情報のCSV化

コード

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import urllib
import re
import datetime
time = str(datetime.datetime.today())
day = str(datetime.date.today())

######URLアクセス######
def httpGetter(url):
	#送信先URL
	#url += "?{0}".format( urllib.urlencode( param ) )
	#API実行
	result = None
	try :
		result = urllib.urlopen( url ).read()
	except ValueError :
		print "アクセス失敗"
	return result

######CSV出力######
def fileExport(data,filename):
	f = open(filename, 'w')
	for i in data:
		f.write(i+"\n")
	f.close()

######文字整形######
def html_cleaner(data):
	r = re.compile("<tr.*?</tr>")
	data = r.findall(data.replace("\n", ""))

	player = []
	for i in data:
		i = re.sub(r'<.*?>', "", i.replace("</td>",","))
		player.append(i.decode('utf-8'))
	return player

def player_parser(case,player_data):
	if case == "batter":player = ["date,team,PlayerNo,name,daritu,shiaisuu,dasekisuu,dasuu,anda,niruida,sanruida,homerun,ruidasuu,daten,tokuten,sanshin,fourball,deadball,gida,giseifurai,tourui,syuturuiritu,tyoudaritu,tokutenken,syouriten,heisatu,sissaku"]
	if case == "pitcher":player = ["date,team,PlayerNo,name,bougyoritu,shiaisuu,kantou,mushittenshouri,mushikyuu,win,lose,hold,holdpoint,save,shouritu,toukyuukaisuu,hianda,hihonruida,datusanshin,fourball,deadball,boutou,bo-ku,shiten,jisekiten"]
	for i in player_data:
		i = re.sub(r",(\.)(\d+)",r",0.\2",i)
		i = re.sub(r"-",r"0",i)
		i = re.sub(r"&nbsp;1/3",r".333",i)
		i = re.sub(r"&nbsp;2/3",r".666",i)
		if (re.match(r".+?,.+?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*?,.*" , i)):
			player.append(time+","+str(team_no)+","+i.encode('utf-8'))
	return player

teams = ["001_読売ジャイアンツ","002_東京ヤクルトスワローズ","003_横浜ＤｅＮＡベイスターズ","004_中日ドラゴンズ","005_阪神タイガース","006_広島東洋カープ",\
         "007_埼玉西武ライオンズ","008_北海道日本ハムファイターズ","009_千葉ロッテマリーンズ","376_東北楽天ゴールデンイーグルス","011_オリックス・バファローズ","012_福岡ソフトバンクホークス"]
for team_no in teams:
	batter_data  = html_cleaner ( httpGetter (url = "https://baseball.yahoo.co.jp/npb/teams/"+str(int(team_no[0:3]))+"/memberlist?type=b"))
	pitcher_data = html_cleaner ( httpGetter (url = "https://baseball.yahoo.co.jp/npb/teams/"+str(int(team_no[0:3]))+"/memberlist?type=p"))

	#野手データ取得
	exp = player_parser("batter",batter_data)
	fileExport(exp,"data_batter/"+str(team_no[0:3])+"_"+day+"_batter.csv")
	for i in exp:print i
	#投手データ取得
	exp = player_parser("pitcher",pitcher_data)
	fileExport(exp,"data_pitcher/"+str(team_no[0:3])+"_"+day+"_pitcher.csv")
	for i in exp:print i

アウトプット

2017-03-21 17:14:19.120000,003:横浜ＤｅＮＡベイスターズ,25,筒香　嘉智,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
2017-03-21 17:14:19.120000,012:福岡ソフトバンクホークス,18,松坂　大輔,4.76,3,0,0,0,0,0,0,0,0,0,11.333,4,1,7,10,2,2,0,8,6,

f:id:gokaxtukei:20170321172206p:plain
f:id:gokaxtukei:20170321172341p:plain