Python函式呼叫追蹤實現程式碼
阿新 • • 發佈:2020-11-28
對於分散式追蹤,主要有以下的幾個概念:
- 追蹤 Trace:就是由分佈的微服務協作所支撐的一個事務。一個追蹤,包含為該事務提供服務的各個服務請求。
- 跨度 Span:Span是事務中的一個工作流,一個Span包含了時間戳,日誌和標籤資訊。Span之間包含父子關係,或者主從(Followup)關係。
- 跨度上下文 Span Context:跨度上下文是支撐分散式追蹤的關鍵,它可以在呼叫的服務之間傳遞,上下文的內容包括諸如:從一個服務傳遞到另一個服務的時間,追蹤的ID,Span的ID還有其它需要從上游服務傳遞到下游服務的資訊。
我實現了一種簡單的呼叫追蹤。
import uuid import os import time l = [] class Recorder(object): def __init__(self,servername,root_span = None): if root_span == None: self.__span = Span(servername) else: self.__span = Span(servername,root_span) #上下文管理器 def __enter__(self): return self.__span # 退出方法中,用來實現善後處理工作 def __exit__(self,exc_type,exc_val,exc_tb): self.__span.record() self.__span.record_save(self.__span.span) class Span(object): def __init__(self,root_span = None): self.servername = servername self.span = self.newspan() if root_span != None: root_span.dic['child_span'] = self.span self.span["root_span_flag"] = False def newspan(self): self.dic = { "spanid": uuid.uuid4().int,"servername": self.servername,"location": "","ip": "","durationtime": 0,"starttime": time.time(),"endtime":0,"tag": "","log": "","root_span_flag":True,"child_span": "" } return self.dic def record_save(self,span): currenttracer = {"id": span["spanid"],"data": span} print(currenttracer) l.append(currenttracer) def record(self): self.span["servername"] = self.servername self.span["location"] = os.getcwd() + "." + self.servername self.span["endtime"] = time.time() self.span["durationtime"] = self.span["endtime"] - self.span["starttime"] def setspantag(self,tag): self.span["tag"] = tag def setspanlog(self,log): self.span["log"] = log # 連續呼叫 with Recorder('server1') as span: time.sleep(1) span.setspantag("test") #呼叫server1方法 print("server1") with Recorder('server2',span) as span1: time.sleep(2) # 呼叫server2方法 print("server2") with Recorder('server3',span1) as span2: time.sleep(0.5) # 呼叫server3方法 print("server3") #單獨呼叫記錄 with Recorder('server4') as span_test1: time.sleep(1.5) print("server4") with Recorder('server5') as span_test2: time.sleep(2) print("server5")
執行結果:
server1 server2 server3 {'id': 224716339449765695394515303164364012192,'data': {'spanid': 224716339449765695394515303164364012192,'servername': 'server3','location': 'D:\\python_protest\\protest\\trace\\trace_main.server3','ip': '','durationtime': 0.5004403591156006,'starttime': 1598947338.0551107,'endtime': 1598947338.555551,'tag': '','log': '','root_span_flag': False,'child_span': None}} {'id': 254736847532758359233387151739984206570,'data': {'spanid': 254736847532758359233387151739984206570,'servername': 'server2','location': 'D:\\python_protest\\protest\\trace\\trace_main.server2','durationtime': 2.501264810562134,'starttime': 1598947336.0542862,'child_span': {'spanid': 224716339449765695394515303164364012192,'child_span': None}}} {'id': 91028031631192607088457781914309166266,'data': {'spanid': 91028031631192607088457781914309166266,'servername': 'server1','location': 'D:\\python_protest\\protest\\trace\\trace_main.server1','durationtime': 3.5021069049835205,'starttime': 1598947335.0534441,'tag': 'test','root_span_flag': True,'child_span': {'spanid': 254736847532758359233387151739984206570,'child_span': None}}}} server4 {'id': 103171729522922437998918618387133480096,'data': {'spanid': 103171729522922437998918618387133480096,'servername': 'server4','location': 'D:\\python_protest\\protest\\trace\\trace_main.server4','durationtime': 1.5001769065856934,'starttime': 1598947338.555551,'endtime': 1598947340.055728,'child_span': None}} server5 {'id': 320091321623887285825256878422834254741,'data': {'spanid': 320091321623887285825256878422834254741,'servername': 'server5','location': 'D:\\python_protest\\protest\\trace\\trace_main.server5','durationtime': 2.0005736351013184,'starttime': 1598947340.055728,'endtime': 1598947342.0563016,'child_span': None}}
關於下一步,會使用redis儲存其結果,並進行相應的輸出分析。
修過不能追蹤同級呼叫的問題
import uuid import os import time l = [] class Recorder(object): def __init__(self,root_span) #上下文管理器 def __enter__(self): return self.__span # 退出方法中,用來實現善後處理工作 def __exit__(self,exc_tb): self.__span.record() self.__span.record_save(self.__span.span) class Span(object): def __init__(self,root_span = None): self.servername = servername self.span = self.newspan() if root_span != None: root_span.dic['child_span'].append(self.span) self.span["root_span_flag"] = False def newspan(self): self.dic = { "spanid": uuid.uuid4().int,"child_span": [] } return self.dic def record_save(self,log): self.span["log"] = log # 連續呼叫 with Recorder('server1') as span: time.sleep(1) span.setspantag("test") #呼叫server1方法 print("server1") with Recorder('server2',span1) as span2: time.sleep(0.5) # 呼叫server3方法 print("server3") # 並級連續呼叫 # with Recorder('server1') as span1: # time.sleep(1) # span1.setspantag("test") # #呼叫server1方法 # print("server1") # with Recorder('server2',span1) as span2: # time.sleep(2) # # 呼叫server2方法 # print("server2") # with Recorder('server3',span1) as span3: # time.sleep(0.5) # # 呼叫server3方法 # print("server3") # #單獨呼叫記錄 # with Recorder('server4') as span_test1: # time.sleep(1.5) # print("server4") # # with Recorder('server5') as span_test2: # time.sleep(2) # print("server5")
以上就是本文的全部內容,希望對大家的學習有所幫助,也希望大家多多支援我們。