# coding: utf-8
# subject: accumulate total bug-count and bug-count in a week.
import re
import json
import time
from functools import reduce
from datetime import date, timedelta
from jira import JIRA
class AnalysisJira(object):
"""summary the amount of bug in jira"""
def __init__(self, server, user, pwd):
# connect jira system
try:
self.jira = JIRA(server=server, basic_auth=(user, pwd))
except Exception as e:
raise
def jql_query(self, project=None, text='', reporter=None, order='', max_result=10):
"""use JQL to query issue of current user"""
try:
issues = self.jira.search_issues("project = '{}' AND text ~ '{}' AND reporter in {} ORDER BY {}"\
.format(project, text, reporter, order), maxResults=max_result)
except Exception as e:
raise e
else:
return issues
@staticmethod
def merge_dict(original={'a':{'a':1,'c':3},'b':{'b':2,'c':2}}, allow_keys=['a','b']):
"""merge a few dict to one dict by summing its values of that are same key"""
if isinstance(original, dict) and original is not dict() and isinstance(allow_keys, (tuple,list)):
dict_list = [original[k] for k in allow_keys if k in original.keys() and isinstance(original.get(k), dict)]
#print(dict_list)
if len(dict_list) >=1:
wanted = dict_list[0]
for item in dict_list[1:]:
for key in set(list(wanted.keys())+list(item.keys())):
wanted.setdefault(key, 0)
wanted[key] = wanted.get(key, 0) + item.get(key, 0)
return wanted
else:
pass
else:
return None
def base_datas(self, **kargs):
"""
get semi-finished datas, return such as {'New': [{'subject':'***',priority':'Major','created':'2019-08-01','updated':'2019-09-01'}]}
"""
try:
base_datas = {'priorities': set()}
for issue in self.jql_query(**kargs):
id = issue.key #ID
project = issue.fields.project #项目
issue_type = issue.fields.issuetype #问题类型
reporter = issue.fields.reporter #报告人
assignee = issue.fields.assignee #经办人
subject = issue.fields.summary #主题
created = re.search('(.*)(?=T)', issue.fields.created).group() #创建
updated = re.search('(.*)(?=T)', issue.fields.updated).group() #更新
priority = str(issue.fields.priority) #优先级
status = re.search(r'[a-zA-Z]+', str(issue.fields.status)).group() #状态
detail = {'subject': subject,'priority': priority,'created': created,'updated': updated}
if status in base_datas.keys():
base_datas[status].append(detail)
else:
base_datas[status] = [detail]
# 记录所有的优先级
base_datas['priorities'].add(priority)
except Exception as e:
raise
else:
return base_datas
def current_data(self, **kargs):
"""对条件查询的结果，进行加工得到总数据"""
try:
data = self.base_datas(**kargs)
# 删除data中的priorities，并利用它
priority = data.pop('priorities')
# 精简每个状态中的数据
for k,v in data.items():
all_priorities = [y['priority'] for y in data[k]]
data[k] = {x:all_priorities.count(x) for x in set(all_priorities)}
# 得出总数据summary的详情
data['Summary'] = dict().fromkeys(priority, 0)
# 以状态种类作为第一循环
for value in list(data.values())[0:len(data)-1]:
for k in priority:
data['Summary'][k] += value.get(k, 0)
# 得出各项的total
for k,v in data.items():
data[k]['total'] = sum(data[k].values())
except Exception as e:
raise
else:
data_str = json.dumps(data).replace('}, ', '}\n').replace('{', '').replace('}', '').replace("'", '').replace('"', '')
return data, data_str;
def one_week_data(self, end_date=date.today().isoformat(), past_days = 7, **kargs):
"""统计距某个日期一周内的bug数据"""
datas = {'created_in_a_week':{}, 'closed_in_a_week':{}, 'unsolved_at_now':{}, 'to_be_verified':{}}
# 由end_date得到过去6天的日期，加上end_date，组成新的日期列表
today = date.today().isoformat()
past_dates = [(date(*map(int, end_date.split('-'))) - timedelta(days=days)).isoformat() for days in range(1,past_days)]
past_dates.insert(0, end_date)
#print(past_dates)
try:
if end_date > today:
print("请输入小于等于今天的日期!")
else:
raw_data = self.base_datas(**kargs)
priority = raw_data.pop('priorities')
for k,v in raw_data.items():
for item in raw_data[k]:
if item['created'] in past_dates and item['priority'] in datas['created_in_a_week'].keys():
datas['created_in_a_week'][item['priority']] += 1
elif item['created'] in past_dates and item['priority'] not in datas['created_in_a_week'].keys():
datas['created_in_a_week'][item['priority']] = 1
else:
pass
for item in raw_data.get('Closed', []):
if item['updated'] in past_dates and item['priority'] in datas['closed_in_a_week'].keys():
datas['closed_in_a_week'][item['priority']] += 1
elif item['updated'] in past_dates and item['priority'] not in datas['closed_in_a_week'].keys():
datas['closed_in_a_week'][item['priority']] = 1
else:
pass
except Exception as e:
raise
else:
for item in datas.keys():
datas[item]['total'] = sum(datas[item].values()) if datas[item] != {} else 0
current = self.current_data(**kargs)[0]
# 未解决包括新建、处理中、重新打开(unresolved = New + InProcess + ReOpened)
datas['unsolved_at_now'] = self.merge_dict(current, ['New', 'Inprocess', 'Reopened'])
datas['to_be_verified'] = current['Resolved']
datas['end_date'] = end_date
datas_str = json.dumps(datas).replace('}, ', '}\n').replace('{', '').replace('}', '').replace('"', '')
return datas, datas_str
if __name__ == '__main__':
server = '***'
user='***'
pwd='***'
condition = {'project':'***', 'text':'***', 'reporter':'****', 'order':'createdDate DESC', 'max_result':1000}
# 当前的bug情况
#total_data = AnalysisJira(server, user, pwd).current_data(**condition)
#print(total_data[1])
