def test_tb(self):
"""
Total bases test
:return:
"""
# ichiro suzuki(2004)
single = Stats.single(262, 8, 24, 5)
tb = Stats.tb(single, 8, 24, 5)
self.assertEqual(tb, 320)
def test_rc2002(self):
"""
Run created 2002 test
:return:
"""
# ichiro suzuki(2004)
single = Stats.single(262, 8, 24, 5)
rc = Stats.rc2002(262, 49, 4, 11, 6, 3, 2, 36, 63, 704, 19, single, 24, 5, 8)
self.assertEqual(rc, 136.7)
def test_rc27(self):
"""
Run created 27 test
:return:
"""
# ichiro suzuki(2004)
rc = Stats.rc(320, 262, 49, 4, 11, 6, 3, 2, 36, 63, 704, 19)
rc27 = Stats.rc27(rc, 704, 262, 2, 3, 11, 6)
self.assertEqual(rc27, 7.69)
def test_rsaa(self):
"""
plate appearance test
:return:
"""
# nagisa arakaki(2004)
self.assertEqual(Stats.rsaa(3.51, 5.14, 192.1), 34.8)
# hisashi iwakuma(2004)
self.assertEqual(Stats.rsaa(3.23, 5.14, 158.2), 33.6)
# Dice-K(2004)
self.assertEqual(Stats.rsaa(3.08, 5.14, 146), 33.4)
def test_woba_mlb(self):
"""
wOBA(MLB) test
:return:
"""
# hayato sakamoto(2016)
w_oba = Stats.woba_mlb(81, 0, 114, 28, 3, 23, 488, 6, ibb=2)
self.assertEqual(w_oba, 0.427)
# tetsuto yamada(2016, non error on bb & ibb)
single = Stats.single(146, 38, 26, 3)
w_oba = Stats.woba_mlb(97, 8, single, 26, 3, 38, 481, 4)
self.assertEqual(w_oba, 0.442)
def test_wraa(self):
"""
wRAA test
:return:
"""
# hayato sakamoto(2016)
wraa = Stats.wraa(0.428 ,0.323, 576)
self.assertEqual(wraa, 48.8)
# scale指定
wraa = Stats.wraa(0.428 ,0.323, 576, woba_scale=1.189)
self.assertEqual(wraa, 50.9)
def test_adam_dunn_p(self):
"""
adam dunn test(pitcher)
:return:
"""
# hisashi iwakuma 2013
dunn = Stats.adam_dunn_pitcher(25, 42, 2, 185, 866)
self.assertEqual(dunn, 29.3)
def test_obp(self):
"""
On base percentage test
:return:
"""
# Barry bonds(2004)
obp = Stats.obp(135, 232, 9, 373, 3)
self.assertEqual(obp, 0.609)
def test_babip(self):
"""
BABIP test
:return:
"""
# ichiro suzuki(2004)
babip = Stats.babip(262, 8, 704, 63, 3)
self.assertEqual(babip, 0.399)
def test_fip(self):
"""
FIP test
:return:
"""
# Yu Darvish(2013)
fip = Stats.fip(26, 80, 8, 277, 209.2, 1)
self.assertEqual(fip, 3.34)
def test_ip(self):
"""
Inning Pitched test
:return:
"""
# Yu Darvish(2013)
ip = Stats.ip(629)
self.assertEqual(ip, 209.7)
def test_base_runs(self):
"""
Base Runs
:return:
"""
# ichiro suzuki(2004)
bsr = Stats.base_runs(704, 320, 262, 8, 49, 4, 36, 11, 6, 19)
self.assertEqual(bsr, 129.38)
def test_rc(self):
"""
Run created test
:return:
"""
# ichiro suzuki(2004)
rc = Stats.rc(320, 262, 49, 4, 11, 6, 3, 2, 36, 63, 704, 19)
self.assertEqual(rc, 132.09)
def test_single(self):
"""
single test
:return:
"""
# ichiro suzuki(2004)
single = Stats.single(262, 8, 24, 5)
self.assertEqual(single, 225)
def test_avg(self):
"""
Batting average test
:return:
"""
# Barry bonds(2004)
avg = Stats.avg(135, 373)
self.assertEqual(avg, 0.362)
def test_hr9(self):
"""
Base on ball / 9 test
:return:
"""
# Yu Darvish(2013)
hr9 = Stats.hr9(26, 209.7)
self.assertEqual(hr9, 1.1)
def test_bb9(self):
"""
Base on ball / 9 test
:return:
"""
# Yu Darvish(2013)
h9 = Stats.bb9(80, 209.7)
self.assertEqual(h9, 3.4)
def test_adam_dunn_b(self):
"""
adam dunn test(batter)
:return:
"""
# adam dunn 2012
dunn = Stats.adam_dunn_batter(41, 105, 222, 649)
self.assertEqual(dunn, 56.7)
def test_so9(self):
"""
Strike out / 9 test
:return:
"""
# Yu Darvish(2013)
h9 = Stats.so9(277, 209.7)
self.assertEqual(h9, 11.9)
def test_h9(self):
"""
Hits / 9 test
:return:
"""
# Yu Darvish(2013)
h9 = Stats.h9(145, 209.7)
self.assertEqual(h9, 6.2)
def test_whip(self):
"""
WHIP test
:return:
"""
# Yu Darvish(2013)
whip = Stats.whip(80, 145, 209.7)
self.assertEqual(whip, 1.073)
def test_era(self):
"""
Earned run average test
:return:
"""
# Yu Darvish(2013)
era = Stats.era(66, 209.7)
self.assertEqual(era, 2.83)
def test_ops(self):
"""
On the base + slugging test
:return:
"""
# Barry bonds(2004)
tb = 45 * 4 + 3 * 3 + 27 * 2 + 60
ops = Stats.ops(135, 232, 9, 373, 3, tb)
self.assertEqual(ops, 1.422)
def test_slg(self):
"""
Batting average test
:return:
"""
# Barry bonds(2004)
tb = 45 * 4 + 3 * 3 + 27 * 2 + 60
slg = Stats.slg(tb, 373)
self.assertEqual(slg, 0.812)
def parse(self, response):
"""
選手一人分の打撃成績
:param response: 取得した結果(Response)
:return: 打撃成績
"""
for tr in response.xpath('//*[@id="stdivmaintbl"]/table').xpath('tr'):
item = BatterItem()
if not tr.xpath('td[2]/text()').extract_first():
continue
item['year'] = self.year
item['team'] = Util.get_team(response.url)
item['bat'] = self._get_bat(
Util.get_text(tr.xpath('td[1]/text()').extract_first()))
item['name'] = Util.get_text(
tr.xpath('td[2]/text()').extract_first())
item['games'] = Util.text2digit(
tr.xpath('td[3]/text()').extract_first(), digit_type=int)
item['pa'] = Util.text2digit(
tr.xpath('td[4]/text()').extract_first(), digit_type=int)
item['ab'] = Util.text2digit(
tr.xpath('td[5]/text()').extract_first(), digit_type=int)
item['r'] = Util.text2digit(
tr.xpath('td[6]/text()').extract_first(), digit_type=int)
item['h'] = Util.text2digit(
tr.xpath('td[7]/text()').extract_first(), digit_type=int)
item['double'] = Util.text2digit(
tr.xpath('td[8]/text()').extract_first(), digit_type=int)
item['triple'] = Util.text2digit(
tr.xpath('td[9]/text()').extract_first(), digit_type=int)
item['hr'] = Util.text2digit(
tr.xpath('td[10]/text()').extract_first(), digit_type=int)
item['tb'] = Util.text2digit(
tr.xpath('td[11]/text()').extract_first(), digit_type=int)
item['rbi'] = Util.text2digit(
tr.xpath('td[12]/text()').extract_first(), digit_type=int)
item['sb'] = Util.text2digit(
tr.xpath('td[13]/text()').extract_first(), digit_type=int)
item['cs'] = Util.text2digit(
tr.xpath('td[14]/text()').extract_first(), digit_type=int)
item['sh'] = Util.text2digit(
tr.xpath('td[15]/text()').extract_first(), digit_type=int)
item['sf'] = Util.text2digit(
tr.xpath('td[16]/text()').extract_first(), digit_type=int)
item['bb'] = Util.text2digit(
tr.xpath('td[17]/text()').extract_first(), digit_type=int)
item['ibb'] = Util.text2digit(
tr.xpath('td[18]/text()').extract_first(), digit_type=int)
item['hbp'] = Util.text2digit(
tr.xpath('td[19]/text()').extract_first(), digit_type=int)
item['so'] = Util.text2digit(
tr.xpath('td[20]/text()').extract_first(), digit_type=int)
item['dp'] = Util.text2digit(
tr.xpath('td[21]/text()').extract_first(), digit_type=int)
item['ba'] = Util.text2digit(
tr.xpath('td[22]/text()').extract_first(), digit_type=float)
item['slg'] = Util.text2digit(
tr.xpath('td[23]/text()').extract_first(), digit_type=float)
item['obp'] = Util.text2digit(
tr.xpath('td[24]/text()').extract_first(), digit_type=float)
item['ops'] = item['slg'] + item['obp']
if item['pa'] != 0:
item['rc'] = Stats.rc(item['tb'], item['h'], item['bb'],
item['hbp'], item['cs'], item['dp'],
item['sf'], item['sh'], item['sb'],
item['so'], item['ab'], item["ibb"])
item['rc27'] = Stats.rc27(item['rc'], item['ab'], item["h"],
item['sh'], item['sf'], item['cs'],
item['dp'])
else:
item['rc'] = 0
item['rc27'] = 0
yield item
def test_pa(self):
"""
plate appearance test
:return:
"""
self.assertEqual(Stats.pa(704, 49, 4, 2, 3), 762)