grafana+elasticsearch API 使用

 

grafana取Prometheus的数据的时候，使用接口 grafana接口 ，后面加上Prometheus的接口路径  

/api/datasources/proxy/1/api/v1/query_range

1是DataSourceID，有可能不为1

Prometheus官网 API：https://prometheus.io/docs/prometheus/latest/querying/api/#range-queries

def _query_range_data(expr, endsec, interval=3600, step=60):
    url = grafana_url + '/api/datasources/proxy/1/api/v1/query_range'
    try:
        params = {
            'query': expr,
            'start': endsec - interval,
            'end': endsec,
            'step': step
        }
        result = json.loads(requests.get(url, params=params).content.decode('utf8', 'ignore'))
    except Exception as e:
        result = {}
    return result

 

取elasticsearch的数据的时候，使用接口 grafana接口 ，后面加上elasticsearch的接口路径 

/api/datasources/proxy/1/_msearch?max_concurrent_shard_requests=5

1是DataSourceID，有可能不为1

elasticsearch官网 API：https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-get.html

def _es_api():
    '''IM单聊数据'''
    grafana_url = 'http://xxx.xxx.xxx.xxx:3000' #grafana 地址
    search_params = {"search_type":"query_then_fetch","ignore_unavailable":True,"index":"sfim_stat*"}
    lte = int(round(time.time() * 1000))
    gte = lte - 3600000 # 取一小时数据
    schat_200 = 'sid:"7" && cid:"1" && retcode:"200"'
    schat_not_200 = 'sid:"7" && cid:"1" && -retcode:"200"'
    single_chat_200 = {"size":0,"query":{"bool":{"filter":[{"range":{"@timestamp":{"gte":gte,"lte":lte,"format":"epoch_millis"}}},{"query_string":{"analyze_wildcard":True,"query":schat_200}}]}},"aggs":{"2":{"date_histogram":{"interval":"1m","field":"@timestamp","min_doc_count":0,"extended_bounds":{"min":gte,"max":lte},"format":"epoch_millis"},"aggs":{}}}}
    single_chat_not_200 = {"size":0,"query":{"bool":{"filter":[{"range":{"@timestamp":{"gte":gte,"lte":lte,"format":"epoch_millis"}}},{"query_string":{"analyze_wildcard":True,"query":schat_not_200}}]}},"aggs":{"2":{"date_histogram":{"interval":"1m","field":"@timestamp","min_doc_count":0,"extended_bounds":{"min":gte,"max":lte},"format":"epoch_millis"},"aggs":{}}}}
    data = '\n'.join([json.dumps(search_params),json.dumps(single_chat_200),json.dumps(search_params),json.dumps(single_chat_not_200)])
    data = data + '\n'
    url = grafana_url + '/api/datasources/proxy/1/_msearch?max_concurrent_shard_requests=5'
    headers = {
        'Authorization' :'Bearer eyJrIjoiQzloeWloNDRma3VINUpiR3hEdUdWWTQ5d1VqVWtpejUiLCJuIjoiZmV0Y2hfbW9uaXRvcl9kYXRhIiwiaWQiOjF9',
        'content-type':'application/json',
    }
    result = requests.post(url=url, data=data,headers=headers).content.decode('utf8', 'ignore')
    return result