python - 即使与Python客户端Elasticsearch失去连接，如何恢复流数据？

Question

我从https://www.n2yo.com/api/流式传输RESTful API数据，用于跟踪卫星位置。
我在Elasticsearch中使用python客户端。我每10秒将流数据保存到ES，并通过Kibana进行可视化。我的ES分数是6.4.3

我的代码是:

URL = "https://www.n2yo.com/rest/v1/satellite/positions/25544/41.702/-76.014/0/2/&apiKey= your key"



es = Elasticsearch('http://ip:port',timeout=600)

settings = { "settings": {
                 "number_of_shards":1,
                  'number_of_replicas':0
                 },
      "mappings" : { 
           "document" : {
                "properties":{
                    "geo": {
                       "type": "geo_point"
                            }
                          }
                        } 
                     } 
                  }
try:
 es.indices.create(index = "spacestation", body=settings)
except RequestError as es1:
 print('Index already exists!!')
 sys.exit(1)

def collect_data():
  data = requests.get(url = URL).json() 
  del data['positions'][1]
  new_data = {'geo':{'lat':data['positions'][0]['satlatitude'],
               'lon':data['positions'][0]['satlongitude']}, 
                'satname': data['info']['satname'], 'satid': data['info']['satid'], 
                  'timestamp':datetime.fromtimestamp(data['positions'][0]['timestamp']).isoformat()        
              }

  es.index(index='spacestation', doc_type='document', body=new_data)

schedule.every(10).seconds.do(collect_data)

while True:
  schedule.run_pending()
  time.sleep(1) 

我的问题是:昨天我失去了联系。错误如下

requests.exceptions.ConnectionError: HTTPSConnectionPool(host='www.n2yo.com', port=443): Max retries exceeded with url: /rest/v1/satellite/positions/25544/41.702/-76.014/0/2/&apiKey= (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -3] Temporary failure in name resolution',))

当我重新运行代码时，因为索引已存在，所以不能。如果删除索引，我将丢失ES中已经存在的数据。我可以做什么？我需要保留保存的数据，并且从现在开始运行作业。有什么解决办法吗？

Answer 1

仅当您从n2yo.com接收数据时才创建索引。您应该使用函数es.indices.exists。然后在失败的情况下使函数collect_data递归。尝试:

 URL = "https://www.n2yo.com/rest/v1/satellite/positions/25544/41.702/-76.014/0/2/&apiKey= your key"



es = Elasticsearch('http://ip:port',timeout=600)

def create_index()

    if not es.indices.exists(index = "spacestation"):

        settings = { "settings": {
                 "number_of_shards":1,
                  'number_of_replicas':0
                 },
      "mappings" : { 
           "document" : {
                "properties":{
                    "geo": {
                       "type": "geo_point"
                            }
                          }
                        } 
                     } 
                  }
          es.indices.create(index = "spacestation", body=settings)
    else:
        print('Index already exists!!')


def collect_data():
  try:
      data = requests.get(url = URL).json()
      create_index() 
      del data['positions'][1]
      new_data = {'geo':{'lat':data['positions'][0]['satlatitude'],
               'lon':data['positions'][0]['satlongitude']}, 
                'satname': data['info']['satname'], 'satid': data['info']['satid'], 
                  'timestamp':datetime.fromtimestamp(data['positions'][0]['timestamp']).isoformat()        
              }

      es.index(index='spacestation', doc_type='document', body=new_data)
    except:
        collect_data()

schedule.every(10).seconds.do(collect_data)

while True:
  schedule.run_pending()
  time.sleep(1)