Files
wlan-lanforge-scripts/py-json/lfdata.py
Matthew Stidham 519cd785cb Remove halt on error from all inheritors of realm
Signed-off-by: Matthew Stidham <stidmatt@protonmail.com>
2021-03-17 14:26:06 -07:00

102 lines
4.4 KiB
Python

#!/usr/bin/env python3
import re
import time
import pprint
from pprint import pprint
import os
import datetime
import base64
import xlsxwriter
import pandas as pd
import requests
import ast
import csv
# LFData class actions:
# - Methods to collect data/store data (use from monitor instance) - used by Profile class.
# - file open/save
# - save row (rolling) - to CSV (standard)
# - headers
# - file to data-storage-type conversion and vice versa (e.g. dataframe (or datatable) to file type and vice versa)
# - other common util methods related to immediate data storage
# - include compression method
# - monitoring truncates every 5 mins and sends to report? --- need clarification. truncate file and rewrite to same file?
# - large data collection use NFS share to NAS.
# Websocket class actions:
#reading data from websockets
class LFDataCollection:
def __init__(self, local_realm, debug=False):
self.parent_realm = local_realm
self.exit_on_error = False
self.debug = debug or local_realm.debug
def json_get(self, _req_url, debug_=False):
return self.parent_realm.json_get(_req_url, debug_=False)
def check_json_validity(self, keyword=None, json_response=None):
if json_response is None:
raise ValueError("Cannot find columns requested to be searched in port manager. Exiting script, please retry.")
if keyword is not None and keyword not in json_response:
raise ValueError("Cannot find proper information from json. Please check your json request. Exiting script, please retry.")
def get_milliseconds(self,
timestamp):
return (timestamp - datetime.datetime(1970,1,1)).total_seconds()*1000
def get_seconds(self,
timestamp):
return (timestamp - datetime.datetime(1970,1,1)).total_seconds()
#only for ipv4_variable_time at the moment
def monitor_interval(self, header_row_= None,
start_time_= None, sta_list_= None,
created_cx_= None, layer3_fields_= None,
port_mgr_fields_= None):
#time calculations for while loop and writing to csv
t = datetime.datetime.now()
timestamp= t.strftime("%m/%d/%Y %I:%M:%S")
t_to_millisec_epoch= int(self.get_milliseconds(t))
time_elapsed=int(self.get_seconds(t))-int(self.get_seconds(start_time_))
#get responses from json
layer_3_response = self.json_get("/endp/%s?fields=%s" % (created_cx_, layer3_fields_),debug_=self.debug)
if port_mgr_fields_ is not None:
port_mgr_response=self.json_get("/port/1/1/%s?fields=%s" % (sta_list_, port_mgr_fields_), debug_=self.debug)
#check json response validity
self.check_json_validity(keyword="endpoint",json_response=layer_3_response)
self.check_json_validity(keyword="interfaces",json_response=port_mgr_response)
#dict manipulation
temp_list=[]
for endpoint in layer_3_response["endpoint"]:
if self.debug:
print("Current endpoint values list... ")
print(list(endpoint.values())[0])
temp_endp_values=list(endpoint.values())[0] #dict
temp_list.extend([timestamp,t_to_millisec_epoch,time_elapsed])
current_sta = temp_endp_values['name']
merge={}
if port_mgr_fields_ is not None:
for sta_name in sta_list_:
if sta_name in current_sta:
for interface in port_mgr_response["interfaces"]:
if sta_name in list(interface.keys())[0]:
merge=temp_endp_values.copy()
port_mgr_values_dict =list(interface.values())[0]
renamed_port_cols={}
for key in port_mgr_values_dict.keys():
renamed_port_cols['port mgr - ' +key]=port_mgr_values_dict[key]
merge.update(renamed_port_cols)
for name in header_row_[3:-3]:
temp_list.append(merge[name])
return temp_list
#class WebSocket():