def main():
# is capture
# True: nav will hidden
# False: nope
capture = request.args.get('capture')
month = request.args.get('month')
# time type
date = datetime.datetime.now()
c_month = int(date.strftime('%m'))
c_day = int(date.strftime('%d'))
c_year = int(date.strftime('%Y'))
c_quarter = 0
day_first = ''
day_last = ''
c_quarter_first = 0
c_quarter_last = 0
if c_month in [1, 2, 3]:
c_quarter = 1
c_quarter_first = 1
c_quarter_last = 3
elif c_month in [4, 5, 6]:
c_quarter = 2
c_quarter_first = 4
c_quarter_last = 6
elif c_month in [7, 8, 9]:
c_quarter = 3
c_quarter_first = 7
c_quarter_last = 9
elif c_month in [10, 11, 12]:
c_quarter = 4
c_quarter_first = 10
c_quarter_last = 12
# time type
time_type = request.args.get('tt')
if time_type not in ['w', 'm', 'q', 'a']:
# default tt
time_type = 'w'
# calculate first day/last day and VT's x axis data
c_mark = '#'
trend_scan = {
'file': [],
'line': [],
'project': [],
'task': []
}
amount_vulnerability = {
'new': {
'total': 0,
'time_type': 0
},
'fixed': {
'total': 0,
'time_type': 0
}
}
# Vulnerability Trend (VT)
vt_x = []
if time_type == 'm':
p_month = 0
if month is None:
p_month = int(time.strftime('%m', time.localtime()))
elif int(month) <= 12:
p_month = int(month)
current_time = time.strftime('%Y-{month}-{day}', time.localtime())
day_first = current_time.format(month=p_month, day=1)
day_last = current_time.format(month=p_month, day=31)
for month in range(1, 13):
x_time = '{month}月'.format(month=month)
c_year = int(time.strftime('%Y', time.localtime()))
start = '{year}-{month}-{day}'.format(year=c_year, month=month, day=1)
next_month = datetime.date(c_year, month, 1).replace(day=28) + datetime.timedelta(days=4)
end = next_month - datetime.timedelta(days=next_month.day)
x_data = CobraResults.count_by_time(start, end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
if month == p_month:
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({
'time': x_time,
'data': x_data
})
elif time_type == 'q':
for q in range(1, 5):
x_time = 'Q{quarter}'.format(quarter=q)
s_month = 0
e_month = 0
if q == 1:
s_month = 1
e_month = 3
elif q == 2:
s_month = 4
e_month = 6
elif q == 3:
s_month = 7
e_month = 9
elif q == 4:
s_month = 10
e_month = 12
cm, last_day = calendar.monthrange(c_year, e_month)
start = '{year}-{month}-{day}'.format(year=c_year, month=s_month, day=1)
end = '{year}-{month}-{day}'.format(year=c_year, month=e_month, day=last_day)
x_data = CobraResults.count_by_time(start, end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
if q == c_quarter:
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({
'time': x_time,
'data': x_data
})
cm, last_day = calendar.monthrange(c_year, c_quarter_last)
day_first = '{0}-{1}-{2}'.format(c_year, c_quarter_first, 1)
day_last = '{0}-{1}-{2}'.format(c_year, c_quarter_last, last_day)
else:
# default TT(time type): w(weekly)
week_desc = {
0: '日',
1: '一',
2: '二',
3: '三',
4: '四',
5: '五',
6: '六'
}
for d in range(-7, 1):
t = time.localtime(time.time() + (d * 86400))
if d == -7:
day_first = time.strftime('%Y-%m-%d', t)
if d == 0:
day_last = time.strftime('%Y-%m-%d', t)
week = int(time.strftime('%w', t))
week_d = week_desc[week]
month = int(time.strftime('%m', t))
day = int(time.strftime('%d', t))
if day == c_day:
x_time = '{0}{1}/{2}({3})'.format(c_mark, month, day, week_d)
else:
x_time = '{0}/{1}({2})'.format(month, day, week_d)
# VT x data
localtime = time.localtime(time.time() + (d * 86400))
start_end = time.strftime('%Y-%m-%d', localtime)
x_data = CobraResults.count_by_time(start_end, start_end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({
'time': x_time,
'data': x_data
})
# scan trend data
for k in trend_scan:
start = time.strftime('%Y-%m-%d', time.localtime(time.time() + (d * 86400)))
ct_count = CobraTaskInfo.count_by_time(start, start, k)
if ct_count is None:
ct_count = 0
trend_scan[k].append(ct_count)
if time_type == 'a':
day_first = '1997-10-10'
day_last = time.strftime('%Y-%m-%d', time.localtime())
# Vulnerability Data (VD)
fixed_amount = db.session.query(
func.count(CobraResults.id).label('count')
).filter(
CobraResults.status == 2,
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id
).group_by(CobraResults.status).first()
fixed_amount = fixed_amount[0] if fixed_amount else 0
not_fixed_amount = db.session.query(
func.count(CobraResults.id).label('count')
).filter(
CobraResults.status < 2,
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id
).group_by(CobraResults.status).first()
not_fixed_amount = not_fixed_amount[0] if not_fixed_amount else 0
# Scan Data (SD)
project_total = CobraProjects.query.filter(CobraProjects.status > 0).count()
task_total = db.session.query(
func.count(CobraTaskInfo.id).label('count')
).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target
).first()[0]
file_total = db.session.query(
func.sum(CobraTaskInfo.file_count).label('files')
).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target
).first()[0]
line_total = db.session.query(
func.sum(CobraTaskInfo.code_number).label('codes')
).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target
).first()[0]
amount_scan = {
'projects': {
'total': convert_number(project_total),
'time_type': convert_number(CobraTaskInfo.count_by_time(day_first, day_last, 'project'))
},
'tasks': {
'total': convert_number(task_total),
'time_type': convert_number(CobraTaskInfo.count_by_time(day_first, day_last, 'task'))
},
'files': {
'total': convert_number(file_total),
'time_type': convert_number(CobraTaskInfo.count_by_time(day_first, day_last, 'file'))
},
'lines': {
'total': convert_number(line_total),
'time_type': convert_number(CobraTaskInfo.count_by_time(day_first, day_last, 'line'))
}
}
# Rule Data (RD)
rule_amount_status = CobraRules.count_by_time(day_first, day_last)
amount_rule = {
'on': {
'total': CobraRules.query.filter(CobraRules.status == 1).count(),
'time_type': rule_amount_status[1]
},
'off': {
'total': CobraRules.query.filter(CobraRules.status == 0).count(),
'time_type': rule_amount_status[0]
},
'total': {
'total': 0,
'time_type': 0
}
}
amount_rule['total']['total'] = convert_number(amount_rule['on']['total'] + amount_rule['off']['total'])
amount_rule['total']['time_type'] = convert_number(amount_rule['on']['time_type'] + amount_rule['off']['time_type'])
amount_rule['on']['total'] = convert_number(amount_rule['on']['total'])
amount_rule['on']['time_type'] = convert_number(amount_rule['on']['time_type'])
amount_rule['off']['total'] = convert_number(amount_rule['off']['total'])
amount_rule['off']['time_type'] = convert_number(amount_rule['off']['time_type'])
# Rule Hits Rank (RHR)
hit_rules = db.session.query(
func.count(CobraResults.rule_id).label("cnt"),
CobraRules.author,
CobraRules.description,
CobraRules.id,
).filter(
CobraResults.created_at >= '{start} 00:00:00'.format(start=day_first),
CobraResults.created_at <= '{end} 23:59:59'.format(end=day_last),
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id,
CobraResults.rule_id == CobraRules.id
).group_by(CobraResults.rule_id).all()
ranks = dict()
hits = dict()
hits_tmp = []
for res in hit_rules:
if len(ranks) < 7:
# ranks
if res[1] in ranks:
rank = ranks[res[1]] + res[0]
else:
rank = res[0]
ranks[res[1]] = rank
# hits
if res[3] in hits:
rank = ranks[res[3]] + res[0]
else:
rank = res[0]
hits[res[3]] = {
'name': res[2],
'author': res[1],
'rank': rank
}
for h in hits.values():
hits_tmp.append(h)
ranks = sorted(ranks.items(), key=operator.itemgetter(1), reverse=True)
hits = sorted(hits_tmp, key=lambda x: x['rank'], reverse=True)
# new & improves rule (NIR)
filter_group = (CobraRules.id > 0,)
filter_group += (CobraRules.updated_at >= '{start} 00:00:00'.format(start=day_first), CobraRules.updated_at <= '{end} 23:59:59'.format(end=day_last),)
new_rules = db.session.query(CobraRules.author, CobraRules.description).filter(*filter_group).all()
if len(new_rules) == 0:
new_rules = [{
'author': 'Unknown',
'description': 'Nothing'
}]
rule_amount = db.session.query(CobraRules.author, func.count("*").label('counts')).group_by(CobraRules.author).all()
rule_amount = sorted(rule_amount, key=operator.itemgetter(1), reverse=True)
rule_amount_rank = []
for ra in rule_amount:
count = CobraRules.query.with_entities(CobraRules.id).filter(CobraRules.author == ra[0], CobraRules.status == 0).count()
rule_amount_rank.append({
'author': ra[0],
'active': ra[1] - count,
'not_active': count,
'total': ra[1]
})
# vulnerabilities types
cobra_rules = db.session.query(CobraRules.id, CobraRules.vul_id).all()
cobra_vulnerabilities = db.session.query(CobraVuls.id, CobraVuls.name).all()
all_rules = {}
for x in cobra_rules:
all_rules[x.id] = x.vul_id # rule_id -> vul_id
all_cobra_vulnerabilities = {}
for x in cobra_vulnerabilities:
all_cobra_vulnerabilities[x.id] = x.name # vul_id -> vul_name
# VTD
# show all vulnerabilities
all_vulnerabilities = db.session.query(
CobraResults.rule_id, func.count("*").label('counts')
).filter(
CobraResults.updated_at >= '{start} 00:00:00'.format(start=day_first),
CobraResults.updated_at <= '{end} 23:59:59'.format(end=day_last),
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id
).group_by(CobraResults.rule_id).all()
vulnerabilities_types = []
for x in all_vulnerabilities: # results group by rule_id and count(*)
t = {}
# get vul name
if x.rule_id not in all_rules:
continue
te = all_cobra_vulnerabilities[all_rules[x.rule_id]]
# check if there is already a same vul name in different language
flag = False
for tv in vulnerabilities_types:
if te == tv['name']:
tv['amount'] += x.counts
flag = True
break
if not flag:
t['name'] = all_cobra_vulnerabilities[all_rules[x.rule_id]]
t['amount'] = x.counts
if t:
vulnerabilities_types.append(t)
vulnerabilities_types = sorted(vulnerabilities_types, key=lambda x: x['amount'], reverse=True)
time_type_desc = {
'w': '周',
'm': '月',
'q': '季度',
'a': '全部'
}
ttd = time_type_desc[time_type]
comment_scan = '本{ttd}扫描数据各指标都比较平稳，无明显波动!'.format(ttd=ttd)
if amount_rule['total']['time_type'] == 0:
comment_rule = '本{ttd}没有新增规则'.format(ttd=ttd)
else:
comment_rule = '本{ttd}新增{count}条规则'.format(ttd=ttd, count=amount_rule['total']['time_type'])
comment_vulnerability = '本{ttd}扫出{new}个新漏洞, 修复了{fixed}个漏洞，待修复漏洞进入漏洞修复跟进流程。'.format(ttd=ttd, new=amount_vulnerability['new']['time_type'], fixed=amount_vulnerability['fixed']['time_type'])
data = {
'amount': {
'vulnerabilities_fixed': convert_number(fixed_amount),
'vulnerabilities_not_fixed': convert_number(not_fixed_amount),
'vulnerabilities_total': convert_number(fixed_amount + not_fixed_amount),
'scan': amount_scan,
'rule': amount_rule,
'rar': rule_amount_rank
},
'trend': {
'scan': trend_scan
},
'comment': {
'scan': comment_scan,
'rule': comment_rule,
'vulnerability': comment_vulnerability
},
'ranks': ranks,
'hits': hits,
'rules': new_rules,
'vulnerabilities_types': vulnerabilities_types,
'time_type': time_type,
'vt_x': vt_x,
'day_first': day_first,
'day_last': day_last,
'capture': capture
}
return render_template("backend/index/overview.html", data=data)
def main():
# is capture
# True: nav will hidden
# False: nope
capture = request.args.get('capture')
month = request.args.get('month')
# time type
date = datetime.datetime.now()
c_month = int(date.strftime('%m'))
c_day = int(date.strftime('%d'))
c_year = int(date.strftime('%Y'))
c_quarter = 0
day_first = ''
day_last = ''
c_quarter_first = 0
c_quarter_last = 0
if c_month in [1, 2, 3]:
c_quarter = 1
c_quarter_first = 1
c_quarter_last = 3
elif c_month in [4, 5, 6]:
c_quarter = 2
c_quarter_first = 4
c_quarter_last = 6
elif c_month in [7, 8, 9]:
c_quarter = 3
c_quarter_first = 7
c_quarter_last = 9
elif c_month in [10, 11, 12]:
c_quarter = 4
c_quarter_first = 10
c_quarter_last = 12
# time type
time_type = request.args.get('tt')
if time_type not in ['w', 'm', 'q', 'a']:
# default tt
time_type = 'w'
# calculate first day/last day and VT's x axis data
c_mark = '#'
trend_scan = {'file': [], 'line': [], 'project': [], 'task': []}
amount_vulnerability = {
'new': {
'total': 0,
'time_type': 0
},
'fixed': {
'total': 0,
'time_type': 0
}
}
# Vulnerability Trend (VT)
vt_x = []
if time_type == 'm':
p_month = 0
if month is None:
p_month = int(time.strftime('%m', time.localtime()))
elif int(month) <= 12:
p_month = int(month)
current_time = time.strftime('%Y-{month}-{day}', time.localtime())
day_first = current_time.format(month=p_month, day=1)
day_last = current_time.format(month=p_month, day=31)
for month in range(1, 13):
x_time = '{month}月'.format(month=month)
c_year = int(time.strftime('%Y', time.localtime()))
start = '{year}-{month}-{day}'.format(year=c_year,
month=month,
day=1)
next_month = datetime.date(
c_year, month, 1).replace(day=28) + datetime.timedelta(days=4)
end = next_month - datetime.timedelta(days=next_month.day)
x_data = CobraResults.count_by_time(start, end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
if month == p_month:
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({'time': x_time, 'data': x_data})
elif time_type == 'q':
for q in range(1, 5):
x_time = 'Q{quarter}'.format(quarter=q)
s_month = 0
e_month = 0
if q == 1:
s_month = 1
e_month = 3
elif q == 2:
s_month = 4
e_month = 6
elif q == 3:
s_month = 7
e_month = 9
elif q == 4:
s_month = 10
e_month = 12
cm, last_day = calendar.monthrange(c_year, e_month)
start = '{year}-{month}-{day}'.format(year=c_year,
month=s_month,
day=1)
end = '{year}-{month}-{day}'.format(year=c_year,
month=e_month,
day=last_day)
x_data = CobraResults.count_by_time(start, end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
if q == c_quarter:
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({'time': x_time, 'data': x_data})
cm, last_day = calendar.monthrange(c_year, c_quarter_last)
day_first = '{0}-{1}-{2}'.format(c_year, c_quarter_first, 1)
day_last = '{0}-{1}-{2}'.format(c_year, c_quarter_last, last_day)
else:
# default TT(time type): w(weekly)
week_desc = {0: '日', 1: '一', 2: '二', 3: '三', 4: '四', 5: '五', 6: '六'}
for d in range(-7, 1):
t = time.localtime(time.time() + (d * 86400))
if d == -7:
day_first = time.strftime('%Y-%m-%d', t)
if d == 0:
day_last = time.strftime('%Y-%m-%d', t)
week = int(time.strftime('%w', t))
week_d = week_desc[week]
month = int(time.strftime('%m', t))
day = int(time.strftime('%d', t))
if day == c_day:
x_time = '{0}{1}/{2}({3})'.format(c_mark, month, day, week_d)
else:
x_time = '{0}/{1}({2})'.format(month, day, week_d)
# VT x data
localtime = time.localtime(time.time() + (d * 86400))
start_end = time.strftime('%Y-%m-%d', localtime)
x_data = CobraResults.count_by_time(start_end, start_end)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({'time': x_time, 'data': x_data})
# scan trend data
for k in trend_scan:
start = time.strftime(
'%Y-%m-%d', time.localtime(time.time() + (d * 86400)))
ct_count = CobraTaskInfo.count_by_time(start, start, k)
if ct_count is None:
ct_count = 0
trend_scan[k].append(ct_count)
if time_type == 'a':
day_first = '1997-10-10'
day_last = time.strftime('%Y-%m-%d', time.localtime())
# Vulnerability Data (VD)
fixed_amount = db.session.query(
func.count(CobraResults.id).label('count')).filter(
CobraResults.status == 2,
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id).group_by(
CobraResults.status).first()
fixed_amount = fixed_amount[0] if fixed_amount else 0
not_fixed_amount = db.session.query(
func.count(CobraResults.id).label('count')).filter(
CobraResults.status < 2,
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id).group_by(
CobraResults.status).first()
not_fixed_amount = not_fixed_amount[0] if not_fixed_amount else 0
# Scan Data (SD)
project_total = CobraProjects.query.filter(
CobraProjects.status > 0).count()
task_total = db.session.query(func.count(
CobraTaskInfo.id).label('count')).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target).first()[0]
file_total = db.session.query(
func.sum(CobraTaskInfo.file_count).label('files')).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target).first()[0]
line_total = db.session.query(
func.sum(CobraTaskInfo.code_number).label('codes')).filter(
CobraProjects.status > 0,
CobraProjects.repository == CobraTaskInfo.target).first()[0]
amount_scan = {
'projects': {
'total':
convert_number(project_total),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'project'))
},
'tasks': {
'total':
convert_number(task_total),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'task'))
},
'files': {
'total':
convert_number(file_total),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'file'))
},
'lines': {
'total':
convert_number(line_total),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'line'))
}
}
# Rule Data (RD)
rule_amount_status = CobraRules.count_by_time(day_first, day_last)
amount_rule = {
'on': {
'total': CobraRules.query.filter(CobraRules.status == 1).count(),
'time_type': rule_amount_status[1]
},
'off': {
'total': CobraRules.query.filter(CobraRules.status == 0).count(),
'time_type': rule_amount_status[0]
},
'total': {
'total': 0,
'time_type': 0
}
}
amount_rule['total']['total'] = convert_number(amount_rule['on']['total'] +
amount_rule['off']['total'])
amount_rule['total']['time_type'] = convert_number(
amount_rule['on']['time_type'] + amount_rule['off']['time_type'])
amount_rule['on']['total'] = convert_number(amount_rule['on']['total'])
amount_rule['on']['time_type'] = convert_number(
amount_rule['on']['time_type'])
amount_rule['off']['total'] = convert_number(amount_rule['off']['total'])
amount_rule['off']['time_type'] = convert_number(
amount_rule['off']['time_type'])
# Rule Hits Rank (RHR)
hit_rules = db.session.query(
func.count(CobraResults.rule_id).label("cnt"),
CobraRules.author,
CobraRules.description,
CobraRules.id,
).filter(
CobraResults.created_at >= '{start} 00:00:00'.format(start=day_first),
CobraResults.created_at <= '{end} 23:59:59'.format(end=day_last),
CobraProjects.status > 0, CobraResults.project_id == CobraProjects.id,
CobraResults.rule_id == CobraRules.id).group_by(
CobraResults.rule_id).all()
ranks = dict()
hits = dict()
hits_tmp = []
for res in hit_rules:
if len(ranks) < 7:
# ranks
if res[1] in ranks:
rank = ranks[res[1]] + res[0]
else:
rank = res[0]
ranks[res[1]] = rank
# hits
if res[3] in hits:
rank = ranks[res[3]] + res[0]
else:
rank = res[0]
hits[res[3]] = {'name': res[2], 'author': res[1], 'rank': rank}
for h in hits.values():
hits_tmp.append(h)
ranks = sorted(ranks.items(), key=operator.itemgetter(1), reverse=True)
hits = sorted(hits_tmp, key=lambda x: x['rank'], reverse=True)
# new & improves rule (NIR)
filter_group = (CobraRules.id > 0, )
filter_group += (
CobraRules.updated_at >= '{start} 00:00:00'.format(start=day_first),
CobraRules.updated_at <= '{end} 23:59:59'.format(end=day_last),
)
new_rules = db.session.query(
CobraRules.author, CobraRules.description).filter(*filter_group).all()
if len(new_rules) == 0:
new_rules = [{'author': 'Unknown', 'description': 'Nothing'}]
rule_amount = db.session.query(CobraRules.author,
func.count("*").label('counts')).group_by(
CobraRules.author).all()
rule_amount = sorted(rule_amount, key=operator.itemgetter(1), reverse=True)
rule_amount_rank = []
for ra in rule_amount:
count = CobraRules.query.with_entities(CobraRules.id).filter(
CobraRules.author == ra[0], CobraRules.status == 0).count()
rule_amount_rank.append({
'author': ra[0],
'active': ra[1] - count,
'not_active': count,
'total': ra[1]
})
# vulnerabilities types
cobra_rules = db.session.query(CobraRules.id, CobraRules.vul_id).all()
cobra_vulnerabilities = db.session.query(CobraVuls.id,
CobraVuls.name).all()
all_rules = {}
for x in cobra_rules:
all_rules[x.id] = x.vul_id # rule_id -> vul_id
all_cobra_vulnerabilities = {}
for x in cobra_vulnerabilities:
all_cobra_vulnerabilities[x.id] = x.name # vul_id -> vul_name
# VTD
# show all vulnerabilities
all_vulnerabilities = db.session.query(
CobraResults.rule_id,
func.count("*").label('counts')).filter(
CobraResults.updated_at >=
'{start} 00:00:00'.format(start=day_first),
CobraResults.updated_at <= '{end} 23:59:59'.format(end=day_last),
# Active project
CobraProjects.status > 0,
CobraResults.project_id == CobraProjects.id).group_by(
CobraResults.rule_id).all()
vulnerabilities_types = []
for x in all_vulnerabilities: # results group by rule_id and count(*)
t = {}
# get vul name
if x.rule_id not in all_rules:
continue
te = all_cobra_vulnerabilities[all_rules[x.rule_id]]
# check if there is already a same vul name in different language
flag = False
for tv in vulnerabilities_types:
if te == tv['name']:
tv['amount'] += x.counts
flag = True
break
if not flag:
t['name'] = all_cobra_vulnerabilities[all_rules[x.rule_id]]
t['amount'] = x.counts
if t:
vulnerabilities_types.append(t)
vulnerabilities_types = sorted(vulnerabilities_types,
key=lambda x: x['amount'],
reverse=True)
time_type_desc = {'w': '周', 'm': '月', 'q': '季度', 'a': '全部'}
ttd = time_type_desc[time_type]
comment_scan = '本{ttd}扫描数据各指标都比较平稳，无明显波动!'.format(ttd=ttd)
if amount_rule['total']['time_type'] == 0:
comment_rule = '本{ttd}没有新增规则'.format(ttd=ttd)
else:
comment_rule = '本{ttd}新增{count}条规则'.format(
ttd=ttd, count=amount_rule['total']['time_type'])
comment_vulnerability = '本{ttd}扫出{new}个新漏洞, 修复了{fixed}个漏洞，待修复漏洞进入漏洞修复跟进流程。'.format(
ttd=ttd,
new=amount_vulnerability['new']['time_type'],
fixed=amount_vulnerability['fixed']['time_type'])
data = {
'amount': {
'vulnerabilities_fixed':
convert_number(fixed_amount),
'vulnerabilities_not_fixed':
convert_number(not_fixed_amount),
'vulnerabilities_total':
convert_number(fixed_amount + not_fixed_amount),
'scan':
amount_scan,
'rule':
amount_rule,
'rar':
rule_amount_rank
},
'trend': {
'scan': trend_scan
},
'comment': {
'scan': comment_scan,
'rule': comment_rule,
'vulnerability': comment_vulnerability
},
'ranks': ranks,
'hits': hits,
'rules': new_rules,
'vulnerabilities_types': vulnerabilities_types,
'time_type': time_type,
'vt_x': vt_x,
'day_first': day_first,
'day_last': day_last,
'capture': capture
}
return render_template("backend/index/overview.html", data=data)
def main():
# is capture
# True: nav will hidden
# False: nope
capture = request.args.get('capture')
# time type
date = datetime.datetime.now()
c_month = int(date.strftime('%m'))
c_day = int(date.strftime('%d'))
c_year = int(date.strftime('%Y'))
c_quarter = 0
day_first = ''
day_last = ''
if c_month in [1, 2, 3]:
c_quarter = 1
c_quarter_first = 1
c_quarter_last = 3
elif c_month in [4, 5, 6]:
c_quarter = 2
c_quarter_first = 4
c_quarter_last = 6
elif c_month in [7, 8, 9]:
c_quarter = 3
c_quarter_first = 7
c_quarter_last = 9
elif c_month in [10, 11, 12]:
c_quarter = 4
c_quarter_first = 10
c_quarter_last = 12
# time type
time_type = request.args.get('tt')
if time_type not in ['w', 'm', 'q']:
# default tt
time_type = 'w'
# calculate first day/last day and VT's x axis data
c_mark = '#'
trend_scan = {'file': [], 'line': [], 'project': [], 'task': []}
amount_vulnerability = {
'new': {
'total': 0,
'time_type': 0
},
'fixed': {
'total': 0,
'time_type': 0
}
}
if time_type == 'm':
vt_x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
for i, x in enumerate(vt_x):
if x == c_month:
vt_x[i] = '{0}{1}月'.format(c_mark, x)
else:
vt_x[i] = '{0}月'.format(x)
cm, last_day = calendar.monthrange(c_year, c_month)
day_first = '{0}-{1}-{2}'.format(c_year, c_month, 1)
day_last = '{0}-{1}-{2}'.format(c_year, c_month, last_day)
# VT x/y axis data
elif time_type == 'q':
vt_x = ['Q1', 'Q2', 'Q3', 'Q4']
for i, x in enumerate(vt_x):
if (i + 1) == c_quarter:
vt_x[i] = '{0}{1}'.format(c_mark, x)
cm, last_day = calendar.monthrange(c_year, c_quarter_last)
day_first = '{0}-{1}-{2}'.format(c_year, c_quarter_first, 1)
day_last = '{0}-{1}-{2}'.format(c_year, c_quarter_last, last_day)
else:
# default TT(time type): w(weekly)
vt_x = []
week_desc = {0: '日', 1: '一', 2: '二', 3: '三', 4: '四', 5: '五', 6: '六'}
for d in range(-7, 1):
t = time.localtime(time.time() + (d * 86400))
if d == -7:
day_first = time.strftime('%Y-%m-%d', t)
if d == 0:
day_last = time.strftime('%Y-%m-%d', t)
week = int(time.strftime('%w', t))
week_d = week_desc[week]
month = int(time.strftime('%m', t))
day = int(time.strftime('%d', t))
if day == c_day:
x_time = '{0}{1}/{2}({3})'.format(c_mark, month, day, week_d)
else:
x_time = '{0}/{1}({2})'.format(month, day, week_d)
# VT x data
x_data = CobraResults.count_by_day(d)
x_data['t'] = x_data[0] + x_data[1] + x_data[2]
amount_vulnerability['new']['time_type'] += x_data['t']
amount_vulnerability['fixed']['time_type'] += x_data[2]
vt_x.append({'time': x_time, 'data': x_data})
# scan trend data
for k in trend_scan:
start = time.strftime(
'%Y-%m-%d', time.localtime(time.time() + (d * 86400)))
ct_count = CobraTaskInfo.count_by_time(start, start, k)
if ct_count is None:
ct_count = 0
trend_scan[k].append(ct_count)
# amount
fixed_amount = CobraResults.query.filter(CobraResults.status == 2).count()
not_fixed_amount = CobraResults.query.filter(
CobraResults.status < 2).count()
# scan amount
amount_scan = {
'projects': {
'total':
convert_number(CobraProjects.query.count()),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'project'))
},
'tasks': {
'total':
convert_number(CobraTaskInfo.query.count()),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'task'))
},
'files': {
'total':
convert_number(
db.session.query(
func.sum(
CobraTaskInfo.file_count).label('files')).first()[0]),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'file'))
},
'lines': {
'total':
convert_number(
db.session.query(
func.sum(
CobraTaskInfo.code_number).label('codes')).first()[0]),
'time_type':
convert_number(
CobraTaskInfo.count_by_time(day_first, day_last, 'line'))
}
}
# rule amount
rule_amount_status = CobraRules.count_by_time(day_first, day_last)
amount_rule = {
'on': {
'total': CobraRules.query.filter(CobraRules.status == 1).count(),
'time_type': rule_amount_status[1]
},
'off': {
'total': CobraRules.query.filter(CobraRules.status == 0).count(),
'time_type': rule_amount_status[0]
},
'total': {
'total': 0,
'time_type': 0
}
}
amount_rule['total']['total'] = convert_number(amount_rule['on']['total'] +
amount_rule['off']['total'])
amount_rule['total']['time_type'] = convert_number(
amount_rule['on']['time_type'] + amount_rule['off']['time_type'])
amount_rule['on']['total'] = convert_number(amount_rule['on']['total'])
amount_rule['on']['time_type'] = convert_number(
amount_rule['on']['time_type'])
amount_rule['off']['total'] = convert_number(amount_rule['off']['total'])
amount_rule['off']['time_type'] = convert_number(
amount_rule['off']['time_type'])
# ranks & hits
hit_rules = db.session.query(
func.count(CobraResults.rule_id).label("cnt"), CobraRules.author,
CobraRules.description, CobraRules.id).outerjoin(
CobraRules, CobraResults.rule_id == CobraRules.id).group_by(
CobraResults.rule_id).all()
ranks = dict()
hits = dict()
hits_tmp = []
for res in hit_rules:
if len(ranks) < 7:
# ranks
if res[1] in ranks:
rank = ranks[res[1]] + res[0]
else:
rank = res[0]
ranks[res[1]] = rank
# hits
if res[3] in hits:
rank = ranks[res[3]] + res[0]
else:
rank = res[0]
hits[res[3]] = {'name': res[2], 'author': res[1], 'rank': rank}
for h in hits.values():
hits_tmp.append(h)
ranks = sorted(ranks.items(), key=operator.itemgetter(1), reverse=True)
hits = sorted(hits_tmp, key=lambda x: x['rank'], reverse=True)
rule_amount = db.session.query(CobraRules.author,
func.count("*").label('counts')).group_by(
CobraRules.author).all()
rule_amount = sorted(rule_amount, key=operator.itemgetter(1), reverse=True)
rule_amount_rank = []
for ra in rule_amount:
count = CobraRules.query.with_entities(CobraRules.id).filter(
CobraRules.author == ra[0], CobraRules.status == 0).count()
rule_amount_rank.append({
'author': ra[0],
'active': ra[1] - count,
'not_active': count,
'total': ra[1]
})
# vulnerabilities types
cobra_rules = db.session.query(CobraRules.id, CobraRules.vul_id).all()
cobra_vuls = db.session.query(CobraVuls.id, CobraVuls.name).all()
all_rules = {}
for x in cobra_rules:
all_rules[x.id] = x.vul_id # rule_id -> vul_id
all_cobra_vuls = {}
for x in cobra_vuls:
all_cobra_vuls[x.id] = x.name # vul_id -> vul_name
# show all vulns
all_vulnerabilities = db.session.query(
CobraResults.rule_id,
func.count("*").label('counts')).group_by(CobraResults.rule_id).all()
vulnerabilities_types = []
for x in all_vulnerabilities: # all_vuls: results group by rule_id and count(*)
t = {}
# get vul name
if x.rule_id not in all_rules:
continue
te = all_cobra_vuls[all_rules[x.rule_id]]
# check if there is already a same vul name in different language
flag = False
for tv in vulnerabilities_types:
if te == tv['name']:
tv['amount'] += x.counts
flag = True
break
if not flag:
t['name'] = all_cobra_vuls[all_rules[x.rule_id]]
t['amount'] = x.counts
if t:
vulnerabilities_types.append(t)
vulnerabilities_types = sorted(vulnerabilities_types,
key=lambda x: x['amount'],
reverse=True)
comment_scan = '本周扫描数据各指标都比较平稳，无明显波动!'
if amount_rule['total']['time_type'] == 0:
comment_rule = '本周没有新增规则'
else:
comment_rule = '本周新增{0}条规则'.format(amount_rule['total']['time_type'])
comment_vulnerability = '本周扫出{0}个新漏洞, 修复了{1}个漏洞'.format(
amount_vulnerability['new']['time_type'],
amount_vulnerability['fixed']['time_type'])
data = {
'amount': {
'vulnerabilities_fixed':
convert_number(fixed_amount),
'vulnerabilities_not_fixed':
convert_number(not_fixed_amount),
'vulnerabilities_total':
convert_number(fixed_amount + not_fixed_amount),
'scan':
amount_scan,
'rule':
amount_rule,
'rar':
rule_amount_rank
},
'trend': {
'scan': trend_scan
},
'comment': {
'scan': comment_scan,
'rule': comment_rule,
'vulnerability': comment_vulnerability
},
'ranks': ranks,
'hits': hits,
'vulnerabilities_types': vulnerabilities_types,
'time_type': time_type,
'vt_x': vt_x,
'day_first': day_first,
'day_last': day_last,
'capture': capture
}
return render_template("backend/index/overview.html", data=data)