Python函數(shù)調用追蹤實現(xiàn)代碼

更新時間：2020年11月27日 12:02:30 作者：-零

這篇文章主要介紹了Python函數(shù)調用追蹤實現(xiàn)代碼,文中通過示例代碼介紹的非常詳細，對大家的學習或者工作具有一定的參考學習價值,需要的朋友可以參考下

對于分布式追蹤，主要有以下的幾個概念：

追蹤 Trace：就是由分布的微服務協(xié)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，日志和標簽信息。Span之間包含父子關系，或者主從(Followup)關系。
跨度上下文 Span Context：跨度上下文是支撐分布式追蹤的關鍵，它可以在調用的服務之間傳遞，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信息。

我實現(xiàn)了一種簡單的調用追蹤。

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(xiàn)善后處理工作
  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,servername,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(xù)調用
with Recorder('server1') as span:
  time.sleep(1)
  span.setspantag("test")
  #調用server1方法
  print("server1")
  with Recorder('server2',span) as span1:
    time.sleep(2)
    # 調用server2方法
    print("server2")
    with Recorder('server3',span1) as span2:
      time.sleep(0.5)
      # 調用server3方法
      print("server3")
#單獨調用記錄
with Recorder('server4') as span_test1:
  time.sleep(1.5)
  print("server4")

with Recorder('server5') as span_test2:
  time.sleep(2)
  print("server5")

運行結果：

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', 'ip': '', 'durationtime': 2.501264810562134, 'starttime': 1598947336.0542862, 'endtime': 1598947338.555551, 'tag': '', 'log': '', 'root_span_flag': False, 'child_span': {'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': 91028031631192607088457781914309166266, 'data': {'spanid': 91028031631192607088457781914309166266, 'servername': 'server1', 'location': 'D:\\python_protest\\protest\\trace\\trace_main.server1', 'ip': '', 'durationtime': 3.5021069049835205, 'starttime': 1598947335.0534441, 'endtime': 1598947338.555551, 'tag': 'test', 'log': '', 'root_span_flag': True, 'child_span': {'spanid': 254736847532758359233387151739984206570, 'servername': 'server2', 'location': 'D:\\python_protest\\protest\\trace\\trace_main.server2', 'ip': '', 'durationtime': 2.501264810562134, 'starttime': 1598947336.0542862, 'endtime': 1598947338.555551, 'tag': '', 'log': '', 'root_span_flag': False, 'child_span': {'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}}}}
server4
{'id': 103171729522922437998918618387133480096, 'data': {'spanid': 103171729522922437998918618387133480096, 'servername': 'server4', 'location': 'D:\\python_protest\\protest\\trace\\trace_main.server4', 'ip': '', 'durationtime': 1.5001769065856934, 'starttime': 1598947338.555551, 'endtime': 1598947340.055728, 'tag': '', 'log': '', 'root_span_flag': True, 'child_span': None}}
server5
{'id': 320091321623887285825256878422834254741, 'data': {'spanid': 320091321623887285825256878422834254741, 'servername': 'server5', 'location': 'D:\\python_protest\\protest\\trace\\trace_main.server5', 'ip': '', 'durationtime': 2.0005736351013184, 'starttime': 1598947340.055728, 'endtime': 1598947342.0563016, 'tag': '', 'log': '', 'root_span_flag': True, 'child_span': None}}

關于下一步，會使用redis存儲其結果，并進行相應的輸出分析。

修過不能追蹤同級調用的問題

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(xiàn)善后處理工作
  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,servername,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,
      "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(xù)調用
with Recorder('server1') as span:
  time.sleep(1)
  span.setspantag("test")
  #調用server1方法
  print("server1")
  with Recorder('server2',span) as span1:
    time.sleep(2)
    # 調用server2方法
    print("server2")
    with Recorder('server3',span1) as span2:
      time.sleep(0.5)
      # 調用server3方法
      print("server3")


# 并級連續(xù)調用
# with Recorder('server1') as span1:
#   time.sleep(1)
#   span1.setspantag("test")
#   #調用server1方法
#   print("server1")
#   with Recorder('server2',span1) as span2:
#     time.sleep(2)
#     # 調用server2方法
#     print("server2")
#   with Recorder('server3',span1) as span3:
#     time.sleep(0.5)
#     # 調用server3方法
#     print("server3")

# #單獨調用記錄
# 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，也希望大家多多支持腳本之家。

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