Grafana and Ghost integration updates

Signed-off-by: Matthew Stidham <stidmatt@gmail.com>

py-dashboard/GhostRequest.py

@@ -20,6 +20,7 @@ import subprocess
 from scp import SCPClient
 import paramiko
 from GrafanaRequest import GrafanaRequest
+import time
 
 
 class CSVReader:
@@ -168,6 +169,11 @@ class GhostRequest:
                                grafana_port=3000):
         text = ''
         csvreader = CSVReader()
+        if grafana_token is not None:
+            grafana = GrafanaRequest(grafana_token,
+                                     grafana_host,
+                                     grafanajson_port=grafana_port
+                                     )
         if test_run is None:
             test_run = sorted(folders)[0].split('/')[-1].strip('/')
         for folder in folders:
@@ -184,7 +190,7 @@ class GhostRequest:
             scp_pull.get(folder, recursive=True)
             target_folder = str(folder).rstrip('/').split('/')[-1]
             target_folders.append(target_folder)
-            print(target_folder)
+            print('Target folder: %s' % target_folder)
             try:
                 target_file = '%s/kpi.csv' % target_folder
                 print('target file %s' % target_file)
@@ -216,9 +222,10 @@ class GhostRequest:
             print(local_path)
             try:
                 sftp.mkdir(local_path)
+                scp_push.put(target_folder, recursive=True, remote_path=local_path)
             except:
                 print('folder %s already exists' % local_path)
-            scp_push.put(target_folder, recursive=True, remote_path=local_path)
+            print(target_folder)
             files = sftp.listdir(local_path + '/' + target_folder)
             # print('Files: %s' % files)
             for file in files:
@@ -237,21 +244,26 @@ class GhostRequest:
             self.images = []
 
             if grafana_token is not None:
-                GR = GrafanaRequest(grafana_token,
+                # get the details of the dashboard through the API, and set the end date to the youngest KPI
-                                    grafana_host,
+                grafana.list_dashboards()
-                                    grafanajson_port=grafana_port
+
-                                    )
+                grafana.create_snapshot(title=grafana_dashboard)
-                GR.create_snapshot(title=grafana_dashboard)
+                time.sleep(3)
-                snapshot = GR.list_snapshots()[-1]
+                snapshot = grafana.list_snapshots()[-1]
-                text = text + '<iframe src="%s" width="100%s" height=500></iframe>' % (snapshot['externalUrl'], '%')
+                print(snapshot)
+                text = text + '<iframe src="http://%s:3000/dashboard/snapshot/%s" width="100%s" height=500></iframe>' % (grafana_host, snapshot['key'], '%')
 
         now = date.now()
 
         if title is None:
             title = "%s %s %s %s:%s report" % (now.day, now.month, now.year, now.hour, now.minute)
 
-        if grafana_dashboard is not None:
+        # create Grafana Dashboard
-            pass
+        target_files = []
+        for folder in folders:
+            target_files.append(folder.strip('/home/lanforge/html-reports/') + '/kpi.csv')
+        grafana.create_custom_dashboard(target_csvs=target_files,
+                                        title=title)
 
         self.create_post(title=title,
                          text=text,

py-dashboard/GrafanaRequest.py

@@ -12,7 +12,34 @@ if sys.version_info[0] != 3:
 import requests
 
 import json
+import string
+import random
 
+class CSVReader:
+    def __init__(self):
+        self.shape = None
+
+    def read_csv(self,
+                 file,
+                 sep='\t'):
+        df = open(file).read().split('\n')
+        rows = list()
+        for x in df:
+            if len(x) > 0:
+                rows.append(x.split(sep))
+        length = list(range(0, len(df[0])))
+        columns = dict(zip(df[0], length))
+        self.shape = (length, columns)
+        return rows
+
+    def get_column(self,
+                   df,
+                   value):
+        index = df[0].index(value)
+        values = []
+        for row in df[1:]:
+            values.append(row[index])
+        return values
 
 class GrafanaRequest:
     def __init__(self,
@@ -35,6 +62,7 @@ class GrafanaRequest:
         self.grafanajson_url = "http://%s:%s" % (_grafanajson_host, grafanajson_port)
         self.data = dict()
         self.data['overwrite'] = _overwrite
+        self.csvreader = CSVReader()
 
     def create_bucket(self,
                       bucket_name=None):
@@ -45,7 +73,7 @@ class GrafanaRequest:
     def list_dashboards(self):
         url = self.grafanajson_url + '/api/search'
         print(url)
-        return json.loads(requests.get(url,headers=self.headers).text)
+        return json.loads(requests.get(url, headers=self.headers).text)
 
     def create_dashboard(self,
                          dashboard_name=None,
@@ -77,31 +105,226 @@ class GrafanaRequest:
         datastore['dashboard'] = dashboard
         datastore['overwrite'] = False
         data = json.dumps(datastore, indent=4)
-        #return print(data)
         return requests.post(grafanajson_url, headers=self.headers, data=data, verify=False)
 
     def create_dashboard_from_dict(self,
-                                   dictionary=None):
+                                   dictionary=None,
+                                   overwrite=False):
         grafanajson_url = self.grafanajson_url + '/api/dashboards/db'
         datastore = dict()
         dashboard = dict(json.loads(dictionary))
         datastore['dashboard'] = dashboard
-        datastore['overwrite'] = False
+        datastore['overwrite'] = overwrite
         data = json.dumps(datastore, indent=4)
-        #return print(data)
         return requests.post(grafanajson_url, headers=self.headers, data=data, verify=False)
 
+    def get_graph_groups(self, target_csvs):  # Get the unique values in the Graph-Group column
+        dictionary = dict()
+        for target_csv in target_csvs:
+            if len(target_csv) > 1:
+                csv = self.csvreader.read_csv(target_csv)
+                # Unique values in the test-id column
+                scripts = list(set(self.csvreader.get_column(csv, 'test-id')))
+                # we need to make sure we match each Graph Group to the script it occurs in
+                for script in scripts:
+                    # Unique Graph Groups for each script
+                    dictionary[script] = list(set(self.csvreader.get_column(csv, 'Graph-Group')))
+        print(dictionary)
+        return dictionary
 
     def create_custom_dashboard(self,
-                                datastore=None):
+                                scripts=None,
-        data = json.dumps(datastore, indent=4)
+                                title=None,
-        return requests.post(self.grafanajson_url, headers=self.headers, data=data, verify=False)
+                                bucket=None,
+                                graph_groups=None,
+                                graph_groups_file=None,
+                                target_csvs=None,
+                                testbed=None,
+                                datasource='InfluxDB',
+                                from_date='now-1y',
+                                to_date='now',
+                                graph_height=8,
+                                graph__width=12):
+        options = string.ascii_lowercase + string.ascii_uppercase + string.digits
+        uid = ''.join(random.choice(options) for i in range(9))
+        input1 = dict()
+        annotations = dict()
+        annotations['builtIn'] = 1
+        annotations['datasource'] = '-- Grafana --'
+        annotations['enable'] = True
+        annotations['hide'] = True
+        annotations['iconColor'] = 'rgba(0, 211, 255, 1)'
+        annotations['name'] = 'Annotations & Alerts'
+        annotations['type'] = 'dashboard'
+        annot = dict()
+        annot['list'] = list()
+        annot['list'].append(annotations)
+
+        templating = dict()
+        templating['list'] = list()
+
+        timedict = dict()
+        timedict['from'] = from_date
+        timedict['to'] = to_date
+
+        panels = list()
+        index = 1
+        if graph_groups_file:
+            print("graph_groups_file: %s" % graph_groups_file)
+            target_csvs = open(graph_groups_file).read().split('\n')
+            graph_groups = self.get_graph_groups(
+                target_csvs)  # Get the list of graph groups which are in the tests we ran
+            unit_dict = dict()
+            for csv in target_csvs:
+                if len(csv) > 1:
+                    print(csv)
+                    unit_dict.update(self.get_units(csv))
+        if target_csvs:
+            print('Target CSVs: %s' % target_csvs)
+            graph_groups = self.get_graph_groups(
+                target_csvs)  # Get the list of graph groups which are in the tests we ran
+            unit_dict = dict()
+            for csv in target_csvs:
+                if len(csv) > 1:
+                    print(csv)
+                    unit_dict.update(self.get_units(csv))
+        for scriptname in graph_groups.keys():
+            for graph_group in graph_groups[scriptname]:
+                panel = dict()
+
+                gridpos = dict()
+                gridpos['h'] = graph_height
+                gridpos['w'] = graph__width
+                gridpos['x'] = 0
+                gridpos['y'] = 0
+
+                legend = dict()
+                legend['avg'] = False
+                legend['current'] = False
+                legend['max'] = False
+                legend['min'] = False
+                legend['show'] = True
+                legend['total'] = False
+                legend['values'] = False
+
+                options = dict()
+                options['alertThreshold'] = True
+
+                #groupBy = list()
+                #groupBy.append(self.groupby('$__interval', 'time'))
+                #groupBy.append(self.groupby('null', 'fill'))
+
+                #targets = list()
+                #counter = 0
+                #new_target = self.maketargets(bucket, scriptname, groupBy, counter, graph_group, testbed)
+                #targets.append(new_target)
+
+                fieldConfig = dict()
+                fieldConfig['defaults'] = dict()
+                fieldConfig['overrides'] = list()
+
+                transformation = dict()
+                transformation['id'] = "renameByRegex"
+                transformation_options = dict()
+                transformation_options['regex'] = "(.*) value.*"
+                transformation_options['renamePattern'] = "$1"
+                transformation['options'] = transformation_options
+
+                xaxis = dict()
+                xaxis['buckets'] = None
+                xaxis['mode'] = "time"
+                xaxis['name'] = None
+                xaxis['show'] = True
+                xaxis['values'] = list()
+
+                yaxis = dict()
+                yaxis['format'] = 'short'
+                #yaxis['label'] = unit_dict[graph_group]
+                yaxis['logBase'] = 1
+                yaxis['max'] = None
+                yaxis['min'] = None
+                yaxis['show'] = True
+
+                yaxis1 = dict()
+                yaxis1['align'] = False
+                yaxis1['alignLevel'] = None
+
+                panel['aliasColors'] = dict()
+                panel['bars'] = False
+                panel['dashes'] = False
+                panel['dashLength'] = 10
+                panel['datasource'] = datasource
+                panel['fieldConfig'] = fieldConfig
+                panel['fill'] = 0
+                panel['fillGradient'] = 0
+                panel['gridPos'] = gridpos
+                panel['hiddenSeries'] = False
+                panel['id'] = index
+                panel['legend'] = legend
+                panel['lines'] = True
+                panel['linewidth'] = 1
+                panel['nullPointMode'] = 'null'
+                panel['options'] = options
+                panel['percentage'] = False
+                panel['pluginVersion'] = '7.5.4'
+                panel['pointradius'] = 2
+                panel['points'] = True
+                panel['renderer'] = 'flot'
+                panel['seriesOverrides'] = list()
+                panel['spaceLength'] = 10
+                panel['stack'] = False
+                panel['steppedLine'] = False
+                #panel['targets'] = targets
+                panel['thresholds'] = list()
+                panel['timeFrom'] = None
+                panel['timeRegions'] = list()
+                panel['timeShift'] = None
+                if graph_group is not None:
+                    panel['title'] = scriptname + ' ' + graph_group
+                else:
+                    panel['title'] = scriptname
+                panel['transformations'] = list()
+                panel['transformations'].append(transformation)
+                panel['type'] = "graph"
+                panel['xaxis'] = xaxis
+                panel['yaxes'] = list()
+                panel['yaxes'].append(yaxis)
+                panel['yaxes'].append(yaxis)
+                panel['yaxis'] = yaxis1
+
+                panels.append(panel)
+                index = index + 1
+        input1['annotations'] = annot
+        input1['editable'] = True
+        input1['gnetId'] = None
+        input1['graphTooltip'] = 0
+        input1['links'] = list()
+        input1['panels'] = panels
+        input1['refresh'] = False
+        input1['schemaVersion'] = 27
+        input1['style'] = 'dark'
+        input1['tags'] = list()
+        input1['templating'] = templating
+        input1['time'] = timedict
+        input1['timepicker'] = dict()
+        input1['timezone'] = ''
+        input1['title'] = ("Testbed: %s" % title)
+        input1['uid'] = uid
+        input1['version'] = 11
+        return self.create_dashboard_from_dict(dictionary=json.dumps(input1))
+
+    #    def create_custom_dashboard(self,
+    #                               datastore=None):
+    #      data = json.dumps(datastore, indent=4)
+    #     return requests.post(self.grafanajson_url, headers=self.headers, data=data, verify=False)
 
     def create_snapshot(self, title):
+        print('create snapshot')
         grafanajson_url = self.grafanajson_url + '/api/snapshots'
-        data=self.get_dashboard(title)
+        data = self.get_dashboard(title)
         data['expires'] = 3600
-        data['external'] = True
+        data['external'] = False
+        data['timeout'] = 15
         print(data)
         return requests.post(grafanajson_url, headers=self.headers, json=data, verify=False).text
 
@@ -112,9 +335,21 @@ class GrafanaRequest:
 
     def get_dashboard(self, target):
         dashboards = self.list_dashboards()
+        print(target)
         for dashboard in dashboards:
             if dashboard['title'] == target:
                 uid = dashboard['uid']
         grafanajson_url = self.grafanajson_url + '/api/dashboards/uid/' + uid
         print(grafanajson_url)
         return json.loads(requests.get(grafanajson_url, headers=self.headers, verify=False).text)
+
+    def get_units(self, csv):
+        df = self.csvreader.read_csv(csv)
+        units = self.csvreader.get_column(df, 'Units')
+        test_id = self.csvreader.get_column(df, 'test-id')
+        maxunit = max(set(units), key = units.count)
+        maxtest = max(set(test_id), key = test_id.count)
+        d = dict()
+        d[maxunit] = maxtest
+        print(maxunit, maxtest)
+        return d

py-json/station_profile.py

@@ -229,6 +229,9 @@ class StationProfile:
                 self.set_command_param("add_sta", "ieee80211w", 2)
             # self.add_sta_data["key"] = passwd
 
+    def station_mode_to_number(self,mode):
+        modes = ['a','b','g','abg','an','abgn','bgn','bg','abgn-AC','bgn-AC','an-AC']
+
     def add_security_extra(self, security):
         types = {"wep": "wep_enable", "wpa": "wpa_enable", "wpa2": "wpa2_enable", "wpa3": "use-wpa3", "open": "[BLANK]"}
         if self.desired_add_sta_flags.__contains__(types[security]) and \

py-scripts/ghost_profile.py

@@ -14,6 +14,12 @@ EXAMPLE: ./ghost_profile.py --ghost_token TOKEN --ghost_host 192.168.100.147
 --user_pull lanforge --password_pull lanforge --customer candela --testbed heather --test_run test-run-6
 --user_push matt --password_push PASSWORD
 
+EXAMPLE 2: ./ghost_profile.py --ghost_token TOKEN
+--ghost_host 192.168.100.147 --server 192.168.93.51 --user_pull lanforge --password_pull lanforge --customer candela
+--testbed heather --user_push matt --password_push "amount%coverage;Online" --wifi_capacity app
+--folders /home/lanforge/html-reports/wifi-capacity-2021-06-14-10-42-29 --grafana_token TOKEN
+--grafana_host 192.168.100.201 --grafana_dashboard 'Stidmatt-02'
+
  Matthew Stidham
  Copyright 2021 Candela Technologies Inc
     License: Free to distribute and modify. LANforge systems must be licensed.
@@ -33,7 +39,7 @@ if 'py-json' not in sys.path:
 from GhostRequest import GhostRequest
 
 
-class UseGhost:
+class UseGhost(GhostRequest):
     def __init__(self,
                  _ghost_token=None,
                  host="localhost",
@@ -42,29 +48,17 @@ class UseGhost:
                  _exit_on_fail=False,
                  _ghost_host="localhost",
                  _ghost_port=2368, ):
+        super().__init__(_ghost_host,
+                         str(_ghost_port),
+                         _api_token=_ghost_token,
+                         debug_=_debug_on)
         self.ghost_host = _ghost_host
         self.ghost_port = _ghost_port
         self.ghost_token = _ghost_token
-        self.GP = GhostRequest(self.ghost_host,
-                               str(self.ghost_port),
-                               _api_token=self.ghost_token,
-                               debug_=_debug_on)
-
-    def create_post(self, title, text, tags, authors):
-        return self.GP.create_post(title=title, text=text, tags=tags, authors=authors)
 
     def create_post_from_file(self, title, file, tags, authors):
         text = open(file).read()
-        return self.GP.create_post(title=title, text=text, tags=tags, authors=authors)
+        return self.create_post(title=title, text=text, tags=tags, authors=authors)
-
-    def upload_image(self, image):
-        return self.GP.upload_image(image)
-
-    def upload_images(self, folder):
-        return self.GP.upload_images(folder)
-
-    def custom_post(self, folder, authors):
-        return self.GP.custom_post(folder, authors)
 
     def wifi_capacity(self,
                       authors,
@@ -85,7 +79,7 @@ class UseGhost:
                       grafana_host,
                       grafana_port):
         target_folders = list()
-        return self.GP.wifi_capacity_to_ghost(authors,
+        return self.wifi_capacity_to_ghost(authors,
                                            folders,
                                            title,
                                            server_pull,

py-scripts/grafana_profile.py

@@ -19,40 +19,7 @@ if 'py-json' not in sys.path:
 
 from GrafanaRequest import GrafanaRequest
 from LANforge.lfcli_base import LFCliBase
-import json
 import string
-import random
-
-
-#!/usr/bin/env python3
-
-# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-# Class holds default settings for json requests to Grafana     -
-# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-import sys
-
-if sys.version_info[0] != 3:
-    print("This script requires Python 3")
-    exit()
-
-import requests
-
-import json
-
-#!/usr/bin/env python3
-
-# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-# Class holds default settings for json requests to Grafana     -
-# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-import sys
-
-if sys.version_info[0] != 3:
-    print("This script requires Python 3")
-    exit()
-
-import requests
-
-import json
 
 class UseGrafana(GrafanaRequest):
     def groupby(self, params, grouptype):
@@ -97,174 +64,6 @@ class UseGrafana(GrafanaRequest):
         targets['tags'] = list()
         return targets
 
-    def create_custom_dashboard(self,
-                                scripts=None,
-                                title=None,
-                                bucket=None,
-                                graph_groups=None,
-                                graph_groups_file=None,
-                                testbed=None,
-                                datasource='InfluxDB',
-                                from_date='now-1y',
-                                graph_height=8,
-                                graph__width=12):
-        options = string.ascii_lowercase + string.ascii_uppercase + string.digits
-        uid = ''.join(random.choice(options) for i in range(9))
-        input1 = dict()
-        annotations = dict()
-        annotations['builtIn'] = 1
-        annotations['datasource'] = '-- Grafana --'
-        annotations['enable'] = True
-        annotations['hide'] = True
-        annotations['iconColor'] = 'rgba(0, 211, 255, 1)'
-        annotations['name'] = 'Annotations & Alerts'
-        annotations['type'] = 'dashboard'
-        annot = dict()
-        annot['list'] = list()
-        annot['list'].append(annotations)
-
-        templating = dict()
-        templating['list'] = list()
-
-        timedict = dict()
-        timedict['from'] = from_date
-        timedict['to'] = 'now'
-
-        panels = list()
-        index = 1
-        if graph_groups_file:
-            print("graph_groups_file: %s" % graph_groups_file)
-            target_csvs = open(graph_groups_file).read().split('\n')
-            graph_groups = self.get_graph_groups(target_csvs)  # Get the list of graph groups which are in the tests we ran
-            unit_dict = dict()
-            for csv in target_csvs:
-                if len(csv)>1:
-                    print(csv)
-                    unit_dict.update(self.get_units(csv))
-        for scriptname in graph_groups.keys():
-            for graph_group in graph_groups[scriptname]:
-                panel = dict()
-
-                gridpos = dict()
-                gridpos['h'] = graph_height
-                gridpos['w'] = graph__width
-                gridpos['x'] = 0
-                gridpos['y'] = 0
-
-                legend = dict()
-                legend['avg'] = False
-                legend['current'] = False
-                legend['max'] = False
-                legend['min'] = False
-                legend['show'] = True
-                legend['total'] = False
-                legend['values'] = False
-
-                options = dict()
-                options['alertThreshold'] = True
-
-                groupBy = list()
-                groupBy.append(self.groupby('$__interval', 'time'))
-                groupBy.append(self.groupby('null', 'fill'))
-
-                targets = list()
-                counter = 0
-                new_target = self.maketargets(bucket, scriptname, groupBy, counter, graph_group,testbed)
-                targets.append(new_target)
-
-                fieldConfig = dict()
-                fieldConfig['defaults'] = dict()
-                fieldConfig['overrides'] = list()
-
-                transformation = dict()
-                transformation['id'] = "renameByRegex"
-                transformation_options = dict()
-                transformation_options['regex'] = "(.*) value.*"
-                transformation_options['renamePattern'] = "$1"
-                transformation['options'] = transformation_options
-
-                xaxis = dict()
-                xaxis['buckets'] = None
-                xaxis['mode'] = "time"
-                xaxis['name'] = None
-                xaxis['show'] = True
-                xaxis['values'] = list()
-
-                yaxis = dict()
-                yaxis['format'] = 'short'
-                yaxis['label'] = unit_dict[graph_group]
-                yaxis['logBase'] = 1
-                yaxis['max'] = None
-                yaxis['min'] = None
-                yaxis['show'] = True
-
-                yaxis1 = dict()
-                yaxis1['align'] = False
-                yaxis1['alignLevel'] = None
-
-                panel['aliasColors'] = dict()
-                panel['bars'] = False
-                panel['dashes'] = False
-                panel['dashLength'] = 10
-                panel['datasource'] = datasource
-                panel['fieldConfig'] = fieldConfig
-                panel['fill'] = 0
-                panel['fillGradient'] = 0
-                panel['gridPos'] = gridpos
-                panel['hiddenSeries'] = False
-                panel['id'] = index
-                panel['legend'] = legend
-                panel['lines'] = True
-                panel['linewidth'] = 1
-                panel['nullPointMode'] = 'null'
-                panel['options'] = options
-                panel['percentage'] = False
-                panel['pluginVersion'] = '7.5.4'
-                panel['pointradius'] = 2
-                panel['points'] = True
-                panel['renderer'] = 'flot'
-                panel['seriesOverrides'] = list()
-                panel['spaceLength'] = 10
-                panel['stack'] = False
-                panel['steppedLine'] = False
-                panel['targets'] = targets
-                panel['thresholds'] = list()
-                panel['timeFrom'] = None
-                panel['timeRegions'] = list()
-                panel['timeShift'] = None
-                if graph_group is not None:
-                    panel['title'] = scriptname + ' ' + graph_group
-                else:
-                    panel['title'] = scriptname
-                panel['transformations'] = list()
-                panel['transformations'].append(transformation)
-                panel['type'] = "graph"
-                panel['xaxis'] = xaxis
-                panel['yaxes'] = list()
-                panel['yaxes'].append(yaxis)
-                panel['yaxes'].append(yaxis)
-                panel['yaxis'] = yaxis1
-
-                panels.append(panel)
-                index = index + 1
-        input1['annotations'] = annot
-        input1['editable'] = True
-        input1['gnetId'] = None
-        input1['graphTooltip'] = 0
-        input1['links'] = list()
-        input1['panels'] = panels
-        input1['refresh'] = False
-        input1['schemaVersion'] = 27
-        input1['style'] = 'dark'
-        input1['tags'] = list()
-        input1['templating'] = templating
-        input1['time'] = timedict
-        input1['timepicker'] = dict()
-        input1['timezone'] = ''
-        input1['title'] = ("Testbed: %s" % title)
-        input1['uid'] = uid
-        input1['version'] = 11
-        return self.GR.create_dashboard_from_dict(dictionary=json.dumps(input1))
 
     def read_csv(self, file):
         csv = open(file).read().split('\n')
@@ -281,19 +80,6 @@ class UseGrafana(GrafanaRequest):
             results.append(row[value])
         return results
 
-    def get_graph_groups(self,target_csvs): # Get the unique values in the Graph-Group column
-        dictionary = dict()
-        for target_csv in target_csvs:
-            if len(target_csv) > 1:
-                csv = self.read_csv(target_csv)
-                # Unique values in the test-id column
-                scripts = list(set(self.get_values(csv,'test-id')))
-                # we need to make sure we match each Graph Group to the script it occurs in
-                for script in scripts:
-                    # Unique Graph Groups for each script
-                    dictionary[script] = list(set(self.get_values(csv,'Graph-Group')))
-        print(dictionary)
-        return dictionary
 
     def get_units(self, target_csv):
         csv = self.read_csv(target_csv)
@@ -324,6 +110,12 @@ def main():
                             --graph_groups 'Per Stations Rate DL'
                             --graph_groups 'Per Stations Rate UL'
                             --graph_groups 'Per Stations Rate UL+DL'
+        
+        Create a snapshot of a dashboard:
+        ./grafana_profile.py --grafana_token TOKEN
+                             --grafana_host HOST
+                             --create_snapshot
+                             --title TITLE_OF_DASHBOARD
             ''')
     required = parser.add_argument_group('required arguments')
     required.add_argument('--grafana_token', help='token to access your Grafana database', required=True)

py-scripts/wifi_cap_to_grafana.sh

@@ -5,11 +5,11 @@
 # into influxdb.  As final step, it builds a grafana dashboard for the KPI information.
 
 # Define some common variables.  This will need to be changed to match your own testbed.
-MGR=10.0.0.202
+MGR=192.168.93.51
 INFLUX_MGR=192.168.100.201
 #INFLUXTOKEN=Tdxwq5KRbj1oNbZ_ErPL5tw_HUH2wJ1VR4dwZNugJ-APz__mEFIwnqHZdoobmQpt2fa1VdWMlHQClR8XNotwbg==
 INFLUXTOKEN=31N9QDhjJHBu4eMUlMBwbK3sOjXLRAhZuCzZGeO8WVCj-xvR8gZWWvRHOcuw-5RHeB7xBFnLs7ZV023k4koR1A==
-TESTBED=Stidmatt-01
+TESTBED=Heather
 INFLUXBUCKET=stidmatt
 #GRAFANATOKEN=eyJrIjoiZTJwZkZlemhLQVNpY3hiemRjUkNBZ3k2RWc3bWpQWEkiLCJuIjoibWFzdGVyIiwiaWQiOjF9
 GRAFANATOKEN=eyJrIjoiS1NGRU8xcTVBQW9lUmlTM2dNRFpqNjFqV05MZkM0dzciLCJuIjoibWF0dGhldyIsImlkIjoxfQ==