The response data of lb.secSusp is not clean

[wonderbeyond]

susp_fields = [
    'symbol',
    'ann_date',
    'susp_date',
    'susp_time',
    'resu_date',
    'resu_time',
    'susp_reason'
]

df, msg = jaqs_api.query(
    view='lb.secSusp',
    symbol="",
    start_date="2010-01-01",
    end_date='',
    fields=','.join(susp_fields),
)

date_pat = re.compile(r'\d{8}')
time_pat = re.compile(r'^\d{1,2}:\d{1,2}(:\d{1,2})?$')

def is_valid_rec(rec):
    return bool(
        (not rec.ann_date or date_pat.match(rec.ann_date)) and
        (not rec.susp_date or date_pat.match(rec.susp_date)) and
        (not rec.susp_time or time_pat.match(rec.susp_time)) and
        (not rec.resu_date or date_pat.match(rec.resu_date)) and
        (not rec.resu_time or time_pat.match(rec.resu_time))
    )
    
nv = df.loc[ ~df.apply(is_valid_rec, axis=1) ]
nv

---

	ann_date	resu_date	resu_time	susp_date	susp_reason	susp_time	symbol
17725	20160927	20160928	9:30:00	20160927	刊登重要公告	13:00: 00	600246.SH

Note the cell with 13:00: 00 in