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| csv_path = './data/dbinsert/player/'
for csvfile in os.listdir(csv_path):
filename = os.path.splitext(csvfile)[0]
df = pd.read_csv(csv_path + csvfile,encoding='shift-jis"', dtype=object )
df.insert(0, 'ファイル名', filename)
df['登番'] = df['登番'].fillna(0).astype(int)
df['性別'] = df['性別'].fillna(0).astype(int)
df['年齢'] = df['年齢'].fillna(0).astype(int)
df['身長'] = df['身長'].fillna(0).astype(int)
df['体重'] = df['体重'].fillna(0).astype(int)
df['勝率'] = df['勝率'].apply(floatchg)
df['複勝率'] = df['複勝率'].apply(floatchg)
df['1着回数'] = df['1着回数'].fillna(0).astype(int)
df['2着回数'] = df['2着回数'].fillna(0).astype(int)
df['出走回数'] = df['出走回数'].fillna(0).astype(int)
df['優出回数'] = df['優出回数'].fillna(0).astype(int)
df['優勝回数'] = df['優勝回数'].fillna(0).astype(int)
df['平均スタートタイミング'] = df['平均スタートタイミング'].apply(floatchg)
with self.connection.cursor() as cursor:
sql="DELETE FROM `player` WHERE `ファイル名`= '" + filename + "'"
cursor.execute(sql)
sql = "INSERT INTO `player` "
sql += " VALUES (%s, %s, %s, %s, %s, %s, %s, "
sql += " %s, %s, %s, %s, %s, %s, %s, "
sql += " %s, %s, %s, %s, %s, %s) "
cursor.executemany(sql,df.values.tolist())
self.connection.commit()
self.connection.close()
|
