def gather_picks(): mocks = pd.read_csv(MOCK_PATH) drafts = pd.read_csv(DRAFT_PATH) new = pd.merge(drafts, mocks, left_on='Name', right_on='name', how='left',suffixes=('', '_M')) new['pick_est'] = new.pick_M.fillna(new.pick) new['year'] = new.year.fillna(new.year_M).astype('int') new['from_mock'] = new.year >= 2007 new = drop_unnamed(new.drop(['name','pick', 'pick.1','pick_M', 'year_M', 'age_M'], 1)).sort('year', ascending=False) new = order(new[DRAFT_ORDER],DRAFT_ORDER) new.to_csv(DRAFT_MIX_PATH) return new
def gather_picks(): mocks = pd.read_csv(MOCK_PATH) drafts = pd.read_csv(DRAFT_PATH) new = pd.merge(drafts, mocks, left_on='Name', right_on='name', how='left', suffixes=('', '_M')) new['pick_est'] = new.pick_M.fillna(new.pick) new['year'] = new.year.fillna(new.year_M).astype('int') new['from_mock'] = new.year >= 2007 new = drop_unnamed( new.drop(['name', 'pick', 'pick.1', 'pick_M', 'year_M', 'age_M'], 1)).sort('year', ascending=False) new = order(new[DRAFT_ORDER], DRAFT_ORDER) new.to_csv(DRAFT_MIX_PATH) return new
def clean_colpro(colpro): return order(colpro[column_order], column_order)