added support for event streams (not fully unit tested)

app/adapters/joule/adapter.rb

@@ -105,6 +105,12 @@ module Joule
     end
     # === END ANNOTATIONS ===
 
+    # === BEGIN EVENTS ===
+    def read_events(stream, start_time, end_time)
+      events = @backend.read_events(stream.joule_id, start_time, end_time)
+      {id: stream.id, valid: true, events: events}
+    end
+
     def node_type
       'joule'
     end

app/adapters/joule/backend.rb

@@ -214,6 +214,20 @@ module Joule
       {error: false, msg: 'success'}
     end
 
+    # === EVENT METHODS ===
+    def read_events(stream_id, start_time, end_time)
+      query = {'id': stream_id}
+      query['start'] = start_time unless start_time.nil?
+      query['end'] = end_time unless end_time.nil?
+      options = {query: query}
+      begin
+        resp = self.class.get("#{@url}/event/data.json", options)
+        raise "error reading events #{resp.body}" unless resp.success?
+      rescue
+        raise "connection error"
+      end
+      resp.parsed_response.map{|event| event.deep_symbolize_keys}
+    end
     # === ANNOTATION METHODS ===
     def create_annotation(annotation)
       data = {
@@ -246,6 +260,21 @@ module Joule
       resp.parsed_response
     end
 
+    # === EVENT METHODS ===
+    def read_events(stream_id, start_time, end_time)
+      query = {'id': stream_id}
+      query['start'] = start_time unless start_time.nil?
+      query['end'] = end_time unless end_time.nil?
+      options = {query: query}
+      begin
+        resp = self.class.get("#{@url}/event/data.json", options)
+        raise "error reading events #{resp.body}" unless resp.success?
+      rescue
+        raise "connection error"
+      end
+      resp.parsed_response.map{|event| event.deep_symbolize_keys}
+    end
+
     def delete_annotation(annotation_id)
       query = {'id': annotation_id}
       options = {query: query}

app/adapters/joule/update_db.rb

@@ -68,7 +68,7 @@ module Joule
       # remove any subfolders that are no longer on the folder
       db_folder.subfolders.where.not(joule_id: updated_ids).destroy_all
 
-      # update or create streams
+      # update or create data streams
       updated_ids=[]
       schema[:streams].each do |stream_schema|
         stream = db_folder.db_streams.find_by_joule_id(stream_schema[:id])
@@ -94,6 +94,34 @@ module Joule
       end
       # remove any streams that are no longer in the folder
       db_folder.db_streams.where.not(joule_id: updated_ids).destroy_all
+
+      # update or create event streams
+      updated_ids=[]
+      schema[:event_streams] ||= []
+      schema[:event_streams].each do |stream_schema|
+        stream = db_folder.event_streams.find_by_joule_id(stream_schema[:id])
+        stream ||= EventStream.new(db_folder: db_folder, db: db_folder.db)
+        __update_event_stream(stream, stream_schema, db_folder.path)
+        size_on_disk+=stream.size_on_disk
+        unless stream.start_time.nil?
+          if start_time.nil?
+            start_time = stream.start_time
+          else
+            start_time = [stream.start_time, start_time].min
+          end
+        end
+        unless stream.end_time.nil?
+          if end_time.nil?
+            end_time = stream.end_time
+          else
+            end_time = [stream.end_time, end_time].max
+          end
+        end
+        updated_ids << stream_schema[:id]
+      end
+      # remove any streams that are no longer in the folder
+      db_folder.event_streams.where.not(joule_id: updated_ids).destroy_all
+
       # save the new disk size
       db_folder.size_on_disk = size_on_disk
       db_folder.start_time = start_time
@@ -128,6 +156,20 @@ module Joule
       end
     end
 
+    def __update_event_stream(event_stream, schema, parent_path)
+      attrs = schema.slice(*EventStream.defined_attributes)
+      # add in extra attributes that require conversion
+      attrs[:path] = "#{parent_path}/#{schema[:name]}"
+      attrs[:joule_id] = schema[:id]
+      attrs[:start_time] = schema[:data_info][:start_time]
+      attrs[:end_time] = schema[:data_info][:end_time]
+      attrs[:total_rows] = schema[:data_info][:rows]
+      attrs[:total_time] = schema[:data_info][:total_time]
+      attrs[:size_on_disk] = schema[:data_info][:bytes]
+
+      event_stream.update(attrs)
+    end
+
 
   end
 end

app/controllers/events_controller.rb

+class EventsController < ApplicationController
+  before_action :authenticate_user!
+  before_action :set_stream, except: :data
+  before_action :authorize_viewer, except: :data
+  before_action :create_adapter, except: :data
+
+  def show
+
+  end
+
+  def update
+    @service = EditEventStream.new(@node_adapter)
+    @service.run(@event_stream, stream_params)
+    render status: @service.success? ? :ok : :unprocessable_entity
+  end
+
+  def data
+    req_streams = EventStream.find(JSON.parse(params[:streams]))
+    # make sure the user is allowed to view these elements
+    req_streams.each do |stream|
+      unless current_user.views_nilm?(stream.db.nilm)
+        head :unauthorized
+        return
+      end
+    end
+
+    # make sure the time range makes sense
+    start_time = (params[:start_time].to_i unless params[:start_time].nil?)
+    end_time = (params[:end_time].to_i unless params[:end_time].nil?)
+    #requested resolution (leave blank for max possible)
+    resolution = (params[:resolution].to_i unless params[:resolution].nil?)
+    # padding: percentage of data to retrieve beyond start|end
+    padding = params[:padding].nil? ? 0 : params[:padding].to_f
+
+
+    # retrieve the data for the requested elements
+    @service = ReadEvents.new
+
+    #if start and end are specified, calculate padding
+    if !start_time.nil? && !end_time.nil?
+      actual_start = (start_time - (end_time-start_time)*padding).to_i
+      actual_end   = (end_time   + (end_time-start_time)*padding).to_i
+      @service.run(req_streams, actual_start, actual_end)
+      @start_time = start_time
+      @end_time = end_time
+      #otherwise let the service determine the start/end automatically
+    else
+      @service.run(req_streams, start_time, end_time)
+      @start_time = @service.start_time
+      @end_time = @service.end_time
+    end
+    render status: @service.success? ? :ok : :unprocessable_entity
+
+  end
+
+  private
+
+  def stream_params
+    params.permit(:name, :description)
+  end
+
+  def set_stream
+    @event_stream = EventStream.find(params[:id])
+    @db = @event_stream.db
+    @nilm = @db.nilm
+  end
+
+  def authorize_viewer
+    head :unauthorized  unless current_user.views_nilm?(@nilm)
+  end
+
+  def create_adapter
+    @node_adapter = NodeAdapterFactory.from_nilm(@nilm)
+    if @node_adapter.nil?
+      @service = StubService.new
+      @service.add_error("Cannot contact installation")
+      render 'helpers/empty_response', status: :unprocessable_entity
+    end
+  end
+
+end

app/models/db_folder.rb

@@ -16,6 +16,9 @@ class DbFolder < ApplicationRecord
   has_many :db_streams,
            dependent: :destroy
 
+  has_many :event_streams,
+          dependent: :destroy
+
   validates_presence_of :name
   # validates_with DbFolderValidator
   validates :name, uniqueness: { scope: :parent_id,

app/models/event_stream.rb

+# A file in the database, contains one or more Streams
+class EventStream < ApplicationRecord
+  belongs_to :db_folder
+  belongs_to :db
+
+  validates :name, presence: true
+  validates :name, uniqueness: { scope: :db_folder_id,
+                                 message: ' is already used in this folder'}
+
+
+  def self.defined_attributes
+    [:name, :description]
+  end
+  def self.json_keys
+    [:id, :name, :description, :path, :start_time,
+     :end_time, :size_on_disk, :total_rows, :total_time]
+  end
+end
\ No newline at end of file

app/services/event_stream/edit_event_stream.rb

+# frozen_string_literal: true
+
+# Handles changing DbStream attributes
+class EditEventStream
+  include ServiceStatus
+
+  def initialize(node_adapter)
+    super()
+    @node_adapter = node_adapter
+  end
+
+  def run(event_stream, attribs)
+    # only accept valid attributes
+    attribs.slice!(:name, :description)
+    # assign the new attributes and check if the
+    # result is valid (eg elements can't have the same name)
+    event_stream.assign_attributes(attribs)
+    unless event_stream.valid?
+      event_stream.errors
+          .full_messages
+          .each { |e| add_error(e) }
+      return self
+    end
+    # local model checks out, update the remote Joule
+    status = @node_adapter.save_event_stream(event_stream)
+    # if there was an error don't save the model
+    if status[:error]
+      add_error(status[:msg])
+      return self
+    end
+    # everything went well, save the model
+    event_stream.save!
+    set_notice("Stream updated")
+    self
+  end
+end

app/services/event_stream/read_events.rb

+# frozen_string_literal: true
+
+# Handles changing DbStream attributes
+class ReadEvents
+  include ServiceStatus
+  attr_reader :data, :start_time, :end_time
+
+  def initialize()
+    super()
+
+  end
+
+  def run(event_streams, start_time, end_time)
+    @start_time = start_time
+    @end_time = end_time
+    if (not @start_time.nil?) and (not @end_time.nil?) and (@start_time > @end_time)
+      add_error("invalid time bounds")
+      return self
+    end
+    # pull data from streams
+    @data = []
+    event_streams.each do |stream|
+      adapter = NodeAdapterFactory.from_nilm(stream.db.nilm)
+      result = adapter.read_events(stream, @start_time, @end_time)
+      if not result.nil?
+        @data.append(result)
+      else
+        @data.append({id: stream.id, valid: false, events: nil})
+        add_warning("unable to retrieve events for #{stream.path}")
+      end
+    end
+    # set the time boundaries if they were nil
+    @start_time = @start_time.nil? ? _data_start : @start_time
+    @end_time = @end_time.nil? ? _data_end : @end_time
+    self
+  end
+
+
+  def _data_start
+    min_start = nil
+    @data.each do |event_stream|
+      next unless event_stream[:valid]
+      next unless event_stream[:events].length > 0
+      first_event=event_stream[:events][0]
+      first_time = first_event[:start_time]
+      min_start = min_start.nil? ? first_time : [first_time,min_start].min
+    end
+    min_start
+  end
+
+  def _data_end
+    max_end = nil
+    @data.each do |event_stream|
+      next unless event_stream[:valid]
+      next unless event_stream[:events].length > 0
+      last_event=event_stream[:events][-1]
+      last_time = last_event[:end_time].nil? ? last_event[:start_time] : last_event[:end_time]
+      max_end = max_end.nil? ? last_time : [last_time,max_end].max
+    end
+    max_end
+  end
+end

app/views/db_folders/_db_folder.json.jbuilder

@@ -4,6 +4,11 @@ json.subfolders(db_folder.subfolders) do |folder|
   json.extract! folder, *DbFolder.json_keys
 end
 
+json.event_streams(db_folder.event_streams) do |stream|
+  json.extract! stream, *EventStream.json_keys
+  json.nilm_id nilm.id
+end
+
 json.streams(db_folder.db_streams.includes(:db_elements)) do |stream|
   json.extract! stream, *DbStream.json_keys
   json.nilm_id nilm.id

app/views/events/data.json.jbuilder

+json.data do
+  json.array! @service.data.each do |event_stream|
+    json.id event_stream[:id]
+    json.valid event_stream[:valid]
+    json.events event_stream[:events]
+    json.start_time @start_time
+    json.end_time @end_time
+  end
+end
+
+
+json.partial! "helpers/messages", service: @service
\ No newline at end of file

config/application.rb

@@ -38,7 +38,8 @@ module ControlPanel
     config.middleware.use ActionDispatch::Cookies
     config.middleware.use ActionDispatch::Session::CookieStore
     # Add folders under the services and adapters directory
-    %w(annotations data nilm db db_folder db_stream permission user_group user data_view joule_modules).each do |service|
+    %w(annotations data nilm db db_folder db_stream
+       permission user_group user data_view joule_modules event_stream).each do |service|
       config.autoload_paths << Rails.root.join("app/services/#{service}")
     end
     config.autoload_paths << Rails.root.join("app/adapters/nilmdb")

config/routes.rb

@@ -22,6 +22,11 @@ Rails.application.routes.draw do
     end
   end
 
+  resources :events, only: [:index, :show, :update] do
+    collection do
+      get 'data'
+    end
+  end
   # fix for devise invitable from:
   #http://gabrielhilal.com/2015/11/07/integrating-devise_invitable-into-devise_token_auth/
   mount_devise_token_auth_for 'User', at: 'auth', skip: [:invitations]

db/migrate/20210303014945_create_event_streams.rb

+class CreateEventStreams < ActiveRecord::Migration[6.0]
+  def change
+    create_table :event_streams do |t|
+      t.belongs_to :db_folder, index: true
+      t.belongs_to :db, index: true
+      t.string :path
+      t.integer :start_time, limit: 8
+      t.integer :end_time, limit: 8
+      t.integer :total_rows, limit: 8
+      t.integer :total_time, limit: 8
+      t.integer :size_on_disk, limit: 8
+      t.integer :joule_id, index: true
+      t.string :name
+      t.string :description
+      t.timestamps
+    end
+  end
+end

db/schema.rb

@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema.define(version: 2019_09_18_011239) do
+ActiveRecord::Schema.define(version: 2021_03_03_014945) do
 
   create_table "data_apps", force: :cascade do |t|
     t.string "name"
@@ -119,6 +119,25 @@ ActiveRecord::Schema.define(version: 2019_09_18_011239) do
     t.boolean "available"
   end
 
+  create_table "event_streams", force: :cascade do |t|
+    t.integer "db_folder_id"
+    t.integer "db_id"
+    t.string "path"
+    t.integer "start_time", limit: 8
+    t.integer "end_time", limit: 8
+    t.integer "total_rows", limit: 8
+    t.integer "total_time", limit: 8
+    t.integer "size_on_disk", limit: 8
+    t.integer "joule_id"
+    t.string "name"
+    t.string "description"
+    t.datetime "created_at", precision: 6, null: false
+    t.datetime "updated_at", precision: 6, null: false
+    t.index ["db_folder_id"], name: "index_event_streams_on_db_folder_id"
+    t.index ["db_id"], name: "index_event_streams_on_db_id"
+    t.index ["joule_id"], name: "index_event_streams_on_joule_id"
+  end
+
   create_table "interface_auth_tokens", force: :cascade do |t|
     t.integer "user_id"
     t.integer "data_app_id"

spec/adapters/joule/adapter_spec.rb

@@ -4,6 +4,30 @@ require 'rails_helper'
 
 describe Joule::Adapter do
 
+  it 'reads events' do
+    adapter = Joule::Adapter.new("url", "key")
+    mock_backend = instance_double(Joule::Backend)
+    adapter.backend = mock_backend
+
+    raw = File.read(File.dirname(__FILE__) + "/events.json")
+    json = JSON.parse(raw)
+    expect(mock_backend).to receive(:read_events) { json }
+
+    nilm = FactoryBot.create(:nilm, name: "test")
+    stream = FactoryBot.create(:event_stream, db: nilm.db, db_folder: nilm.db.root_folder,
+                               name: 'test_stream')
+    result = adapter.read_events(stream,1611421200000000, 1611421230000000)
+    expect(result[:id]).to eq stream.id
+    expect(result[:valid]).to be true
+
+    expect(result[:events].length).to eq 4
+    expected_event = {
+        "start_time" => 1611421200000000,
+        "end_time" => 1611421205000000,
+        "content" => {"name" => "test event 0"}}
+    expect(result[:events][0]).to eq expected_event
+  end
+
   it 'creates annotations' do
     annotation = Annotation.new
     annotation.title = "test"
@@ -20,7 +44,7 @@ describe Joule::Adapter do
     mock_backend = instance_double(Joule::Backend)
     adapter.backend = mock_backend
 
-    raw = File.read(File.dirname(__FILE__)+"/annotations.json")
+    raw = File.read(File.dirname(__FILE__) + "/annotations.json")
     json = JSON.parse(raw)
     expect(mock_backend).to receive(:get_annotations) { json }
 
@@ -29,7 +53,7 @@ describe Joule::Adapter do
                                name: 'test_stream')
     annotations = adapter.get_annotations(stream)
     expect(annotations.length).to eq 6
-    annotations.each do | annotation |
+    annotations.each do |annotation|
       expect(annotation.db_stream).to be stream
     end
   end

spec/adapters/joule/backend_spec.rb

@@ -7,12 +7,14 @@ describe Joule::Backend do
   let (:url) {'http://nuc:8088'}
   let (:key) {'api_key'}
   it 'retrieves database schema', :vcr do
+    url = 'https://localhost:3030'
+    key = 'apkQ3_tvTo-bCzFrIADW2uvlZ6nboISwC6tvsoH64mc'
     backend = Joule::Backend.new(url, key)
     schema = backend.db_schema
     # make sure keys are symbolized
     expect(schema).to include(:name, :id, :streams, :children)
     # should be a tree structure
-    expect(schema[:children][0]).to include(:name, :id, :streams, :children)
+    expect(schema[:children][0]).to include(:name, :id, :streams, :event_streams, :children)
   end
   it 'retrieves module schema', :vcr do
     backend = Joule::Backend.new(url, key)
@@ -45,6 +47,32 @@ describe Joule::Backend do
     expect(resp[:result][:data].count).to be < 200
   end
 
+  describe "Events" do
+    let(:url) { "https://127.0.0.1:3030"}
+    let(:key) { "apkQ3_tvTo-bCzFrIADW2uvlZ6nboISwC6tvsoH64mc"}
+    describe "read_events" do
+      it 'loads events', :vcr do
+        backend = Joule::Backend.new(url, key)
+        start_time = 1611421210000000
+        end_time = 1611421235000000
+        events = backend.read_events(2, start_time, end_time)
+        # should have 3 events
+        expect(events.length).to eq 3
+        expected_event = {
+            "start_time":1611421210000000,
+            "end_time":1611421215000000,
+            "content":{
+                "name":"test event 1"}}
+        expect(events[0]).to eq expected_event
+      end
+      it 'handles errors', :vcr do
+        backend = Joule::Backend.new(url, key)
+        # server was stopped for this request
+        expect{backend.get_annotations(101)}.to raise_error(RuntimeError)
+      end
+    end
+  end
+
   describe "Annotations" do
     let(:url) { "https://172.34.31.8:8088"}
     let(:key) { "cR0JqqTM8bizW73MY1IAHCPJUTwDmOdunhYK9b2VQ98"}

spec/adapters/joule/events.json

+[
+  {
+    "start_time":1611421200000000,
+    "end_time":1611421205000000,
+    "content":{
+      "name":"test event 0"
+    }
+  },
+  {
+    "start_time":1611421210000000,
+    "end_time":1611421215000000,
+    "content":{
+      "name":"test event 1"
+    }
+  },
+  {
+    "start_time":1611421220000000,
+    "end_time":1611421225000000,
+    "content":{
+      "name":"test event 2"
+    }
+  },
+  {
+    "start_time":1611421230000000,
+    "end_time":1611421235000000,
+    "content":{
+      "name":"test event 3"
+    }
+  }
+]
\ No newline at end of file

spec/adapters/joule/test_db_schema.json

@@ -10,6 +10,32 @@
       "children": [
 
       ],
+      "event_streams":[
+        {
+          "id":100,
+          "name":"events_2_1",
+          "description":"",
+          "data_info":{
+            "start":null,
+            "end":null,
+            "event_count":0,
+            "bytes":0,
+            "total_time":0
+          }
+        },
+        {
+          "id":101,
+          "name":"events_2_2",
+          "description":"",
+          "data_info":{
+            "start":1611421200000000,
+            "end":1611422190000000,
+            "event_count":100,
+            "bytes":0,
+            "total_time":990000000
+          }
+        }
+      ],
       "streams": [
         {
           "id": 1,

spec/adapters/joule/update_db_spec.rb

@@ -10,6 +10,8 @@ require 'json'
 # │   └── stream_1_2: uint8_3
 # ├── folder_2
 # │   └── stream_2_1: int16_2
+# │   └── transients (event stream)
+# │   └── loads (event stream)
 # ├── folder_3
 # │   ├── folder_3_1
 # │   │   └── stream_3_1_1: int32_3
@@ -52,11 +54,18 @@ describe Joule::UpdateDb do
         expect(z.display_type).to eq 'discrete'
         expect(z.column).to eq 2
         expect(z.units).to eq "watts"
+        # check for event streams in Folder 2
+        folder_2 = @db.root_folder.subfolders.where(name: 'folder_2').first
+        expect(folder_2.event_streams.count).to eq 2
+        events_2_1 = folder_2.event_streams.where(name: 'events_2_1').first
+        expect(events_2_1.path).to eq '/folder_2/events_2_1'
+        expect(events_2_1.joule_id).to eq 100
 
         # quick checks
         expect(DbElement.count).to eq 14
         expect(DbStream.count).to eq 5
         expect(DbFolder.count).to eq 7
+        expect(EventStream.count).to eq 2
       end
     end
   end

spec/cassettes/Joule_Backend/Events/read_events/handles_errors.yml

+---
+http_interactions:
+- request:
+    method: get
+    uri: https://127.0.0.1:3030/annotations.json?stream_id=101
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - AAX8ItOxNSyrBOOYL7zfuaPOHqTXxzspD6LVJAIa9-I
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 403
+      message: Forbidden
+    headers:
+      Content-Type:
+      - text/plain; charset=utf-8
+      Content-Length:
+      - '14'
+      Date:
+      - Wed, 03 Mar 2021 18:06:11 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: '403: Forbidden'
+  recorded_at: Wed, 03 Mar 2021 18:06:11 GMT
+recorded_with: VCR 6.0.0

spec/cassettes/Joule_Backend/Events/read_events/loads_events.yml

+---
+http_interactions:
+- request:
+    method: get
+    uri: https://127.0.0.1:3030/event/data.json?end=1611421235000000&id=2&start=1611421210000000
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - apkQ3_tvTo-bCzFrIADW2uvlZ6nboISwC6tvsoH64mc
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '303'
+      Date:
+      - Wed, 03 Mar 2021 18:31:31 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: '[{"start_time": 1611421210000000, "end_time": 1611421215000000, "content":
+        {"name": "test event 1"}}, {"start_time": 1611421220000000, "end_time": 1611421225000000,
+        "content": {"name": "test event 2"}}, {"start_time": 1611421230000000, "end_time":
+        1611421235000000, "content": {"name": "test event 3"}}]'
+  recorded_at: Wed, 03 Mar 2021 18:31:31 GMT
+recorded_with: VCR 6.0.0

spec/cassettes/Joule_Backend/retrieves_database_schema.yml

@@ -2,11 +2,13 @@
 http_interactions:
 - request:
     method: get
-    uri: http://nuc:8088/streams.json
+    uri: https://localhost:3030/streams.json
     body:
       encoding: US-ASCII
       string: ''
     headers:
+      X-Api-Key:
+      - apkQ3_tvTo-bCzFrIADW2uvlZ6nboISwC6tvsoH64mc
       Accept-Encoding:
       - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
       Accept:
@@ -21,60 +23,59 @@ http_interactions:
       Content-Type:
       - application/json; charset=utf-8
       Content-Length:
-      - '3683'
+      - '3663'
       Date:
-      - Wed, 11 Jul 2018 14:58:33 GMT
+      - Wed, 03 Mar 2021 18:12:28 GMT
       Server:
-      - Python/3.6 aiohttp/3.2.1
+      - Python/3.8 aiohttp/3.7.3
     body:
       encoding: UTF-8
-      string: '{"id": 1, "name": "root", "description": null, "children": [{"id":
-        2, "name": "folder_2", "description": null, "children": [], "streams": [{"id":
-        1, "name": "stream_2_1", "description": "", "datatype": "INT16", "keep_us":
-        -1, "decimate": true, "elements": [{"id": 12, "index": 0, "name": "top", "units":
-        null, "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
-        1.0, "default_max": null, "default_min": null}, {"id": 13, "index": 1, "name":
-        "bottom", "units": null, "plottable": true, "display_type": "CONTINUOUS",
-        "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}]}]},
-        {"id": 3, "name": "folder_1", "description": null, "children": [], "streams":
-        [{"id": 2, "name": "stream_1_2", "description": "", "datatype": "UINT8", "keep_us":
-        -1, "decimate": true, "elements": [{"id": 14, "index": 0, "name": "a", "units":
-        null, "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
-        1.0, "default_max": null, "default_min": null}, {"id": 15, "index": 1, "name":
-        "b", "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
-        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
-        16, "index": 2, "name": "c", "units": null, "plottable": true, "display_type":
-        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
-        null}]}, {"id": 3, "name": "stream_1_1", "description": "", "datatype": "FLOAT32",
-        "keep_us": -1, "decimate": true, "elements": [{"id": 17, "index": 0, "name":
-        "x", "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+      string: '{"id": 2, "name": "root", "description": null, "locked": true, "children":
+        [{"id": 3, "name": "basic", "description": null, "locked": false, "children":
+        [{"id": 4, "name": "aux", "description": null, "locked": false, "children":
+        [], "streams": [{"id": 1, "name": "Encoder", "description": "", "datatype":
+        "float32", "layout": "float32_3", "keep_us": 604800000000, "is_configured":
+        false, "is_source": false, "is_destination": false, "locked": false, "active":
+        false, "decimate": true, "elements": [{"id": 352, "index": 0, "name": "X",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
         0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
-        18, "index": 1, "name": "y", "units": null, "plottable": true, "display_type":
+        353, "index": 1, "name": "Y", "units": null, "plottable": true, "display_type":
         "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
-        null}, {"id": 19, "index": 2, "name": "z", "units": null, "plottable": true,
+        null}, {"id": 354, "index": 2, "name": "Z", "units": null, "plottable": true,
         "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
-        null, "default_min": null}]}]}, {"id": 4, "name": "folder_3", "description":
-        null, "children": [{"id": 5, "name": "folder_3_1", "description": null, "children":
-        [], "streams": [{"id": 4, "name": "stream_3_1_1", "description": "", "datatype":
-        "INT32", "keep_us": -1, "decimate": true, "elements": [{"id": 20, "index":
-        0, "name": "a", "units": null, "plottable": true, "display_type": "CONTINUOUS",
+        null, "default_min": null}], "data_info": {"start": null, "end": null, "rows":
+        0, "bytes": 0, "total_time": 0}}, {"id": 3, "name": "Accel", "description":
+        "", "datatype": "float32", "layout": "float32_3", "keep_us": 604800000000,
+        "is_configured": false, "is_source": false, "is_destination": false, "locked":
+        false, "active": false, "decimate": true, "elements": [{"id": 358, "index":
+        0, "name": "X", "units": null, "plottable": true, "display_type": "CONTINUOUS",
         "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min": null},
-        {"id": 21, "index": 1, "name": "b", "units": null, "plottable": true, "display_type":
+        {"id": 359, "index": 1, "name": "Y", "units": null, "plottable": true, "display_type":
         "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
-        null}, {"id": 22, "index": 2, "name": "c", "units": null, "plottable": true,
+        null}, {"id": 360, "index": 2, "name": "Z", "units": null, "plottable": true,
         "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
-        null, "default_min": null}]}]}], "streams": [{"id": 5, "name": "stream_3_1",
-        "description": "", "datatype": "UINT16", "keep_us": -1, "decimate": true,
-        "elements": [{"id": 23, "index": 0, "name": "a", "units": null, "plottable":
+        null, "default_min": null}], "data_info": {"start": null, "end": null, "rows":
+        0, "bytes": 0, "total_time": 0}}], "event_streams": [{"id": 1, "name": "events0",
+        "description": "", "data_info": {"start": null, "end": null, "event_count":
+        0, "bytes": 0, "total_time": 0}}, {"id": 2, "name": "events1", "description":
+        "", "data_info": {"start": 1611421200000000, "end": 1611422190000000, "event_count":
+        100, "bytes": 0, "total_time": 990000000}}]}, {"id": 5, "name": "sensors",
+        "description": null, "locked": false, "children": [], "streams": [{"id": 2,
+        "name": "Gyro", "description": "", "datatype": "float32", "layout": "float32_3",
+        "keep_us": 604800000000, "is_configured": false, "is_source": false, "is_destination":
+        false, "locked": false, "active": false, "decimate": true, "elements": [{"id":
+        355, "index": 0, "name": "Roll", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 356, "index": 1, "name": "Pitch", "units": null, "plottable":
         true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
-        null, "default_min": null}, {"id": 24, "index": 1, "name": "b", "units": null,
-        "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
-        1.0, "default_max": null, "default_min": null}, {"id": 25, "index": 2, "name":
-        "c", "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
-        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}]}]}, {"id":
-        6, "name": "folder_4", "description": null, "children": [{"id": 7, "name":
-        "folder_4_1", "description": null, "children": [], "streams": []}], "streams":
-        []}], "streams": []}'
-    http_version: 
-  recorded_at: Wed, 11 Jul 2018 14:58:33 GMT
-recorded_with: VCR 4.0.0
+        null, "default_min": null}, {"id": 357, "index": 2, "name": "Yaw", "units":
+        null, "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}], "data_info": {"start": null,
+        "end": null, "rows": 0, "bytes": 0, "total_time": 0}}], "event_streams": []},
+        {"id": 6, "name": "event", "description": null, "locked": false, "children":
+        [], "streams": [], "event_streams": [{"id": 3, "name": "events2", "description":
+        "", "data_info": {"start": null, "end": null, "event_count": 0, "bytes": 0,
+        "total_time": 0}}]}], "streams": [], "event_streams": []}], "streams": [],
+        "event_streams": []}'
+  recorded_at: Wed, 03 Mar 2021 18:12:28 GMT
+recorded_with: VCR 6.0.0

spec/cassettes/ReadEvents/when_boundary_times_are_not_specified/updates_the_streams.yml

+---
+http_interactions:
+- request:
+    method: get
+    uri: https://localhost:3030/version
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - text/plain; charset=utf-8
+      Content-Length:
+      - '23'
+      Date:
+      - Mon, 08 Mar 2021 21:26:05 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: 0.9.23+7.g0f55fb2.dirty
+  recorded_at: Mon, 08 Mar 2021 21:26:42 GMT
+- request:
+    method: get
+    uri: https://localhost:3030/dbinfo
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '107'
+      Date:
+      - Mon, 08 Mar 2021 21:26:05 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: '{"path": "/opt/data/db", "other": 6817153024, "reserved": 16777216,
+        "free": 34010734592, "size": 723193856}'
+  recorded_at: Mon, 08 Mar 2021 21:26:42 GMT
+- request:
+    method: get
+    uri: https://localhost:3030/streams.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '12699'
+      Date:
+      - Mon, 08 Mar 2021 21:26:05 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: '{"id": 2, "name": "root", "description": null, "locked": true, "children":
+        [{"id": 3, "name": "basic", "description": null, "locked": false, "children":
+        [{"id": 4, "name": "aux", "description": null, "locked": false, "children":
+        [], "streams": [{"id": 1, "name": "Encoder", "description": "", "datatype":
+        "float32", "layout": "float32_3", "keep_us": 604800000000, "is_configured":
+        false, "is_source": false, "is_destination": false, "locked": false, "active":
+        false, "decimate": true, "elements": [{"id": 352, "index": 0, "name": "X",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        353, "index": 1, "name": "Y", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 354, "index": 2, "name": "Z", "units": null, "plottable": true,
+        "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}], "data_info": {"start": null, "end": null, "rows":
+        0, "bytes": 0, "total_time": 0}}, {"id": 3, "name": "Accel", "description":
+        "", "datatype": "float32", "layout": "float32_3", "keep_us": 604800000000,
+        "is_configured": false, "is_source": false, "is_destination": false, "locked":
+        false, "active": false, "decimate": true, "elements": [{"id": 358, "index":
+        0, "name": "X", "units": null, "plottable": true, "display_type": "CONTINUOUS",
+        "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min": null},
+        {"id": 359, "index": 1, "name": "Y", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 360, "index": 2, "name": "Z", "units": null, "plottable": true,
+        "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}], "data_info": {"start": null, "end": null, "rows":
+        0, "bytes": 0, "total_time": 0}}], "event_streams": [{"id": 1, "name": "events0",
+        "description": "", "data_info": {"start": null, "end": null, "event_count":
+        0, "bytes": 0, "total_time": 0}}, {"id": 2, "name": "events1", "description":
+        "", "data_info": {"start": 1611421200000000, "end": 1611422190000000, "event_count":
+        100, "bytes": 0, "total_time": 990000000}}]}, {"id": 5, "name": "sensors",
+        "description": null, "locked": false, "children": [], "streams": [{"id": 2,
+        "name": "Gyro", "description": "", "datatype": "float32", "layout": "float32_3",
+        "keep_us": 604800000000, "is_configured": false, "is_source": false, "is_destination":
+        false, "locked": false, "active": false, "decimate": true, "elements": [{"id":
+        355, "index": 0, "name": "Roll", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 356, "index": 1, "name": "Pitch", "units": null, "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 357, "index": 2, "name": "Yaw", "units":
+        null, "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}], "data_info": {"start": null,
+        "end": null, "rows": 0, "bytes": 0, "total_time": 0}}], "event_streams": []},
+        {"id": 6, "name": "event", "description": null, "locked": false, "children":
+        [], "streams": [], "event_streams": [{"id": 3, "name": "events2", "description":
+        "", "data_info": {"start": null, "end": null, "event_count": 0, "bytes": 0,
+        "total_time": 0}}]}], "streams": [], "event_streams": []}, {"id": 7, "name":
+        "Homes", "description": null, "locked": false, "children": [{"id": 8, "name":
+        "Donnal", "description": null, "locked": false, "children": [], "streams":
+        [{"id": 4, "name": "prep breakers", "description": "", "datatype": "float32",
+        "layout": "float32_27", "keep_us": -1, "is_configured": false, "is_source":
+        false, "is_destination": false, "locked": false, "active": false, "decimate":
+        true, "elements": [{"id": 361, "index": 0, "name": "A P1", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 362, "index": 1, "name": "A Q1", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 363, "index": 2, "name":
+        "A P3", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        364, "index": 3, "name": "A Q3", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 365, "index": 4, "name": "A P5", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 366, "index": 5, "name": "A Q5", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 367, "index": 6, "name":
+        "A P7", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        368, "index": 7, "name": "A Q7", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 369, "index": 8, "name": "B P1", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 370, "index": 9, "name": "B Q1", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 371, "index": 10, "name":
+        "B P3", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        372, "index": 11, "name": "B Q3", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 373, "index": 12, "name": "B P5", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 374, "index": 13, "name": "B Q5", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 375, "index": 14, "name":
+        "B P7", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        376, "index": 15, "name": "B Q7", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 377, "index": 16, "name": "Breaker 1", "units": null, "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 378, "index": 17, "name": "Breaker 2",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        379, "index": 18, "name": "Breaker 3", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 380, "index": 19, "name": "Breaker 4", "units": null, "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 381, "index": 20, "name": "Breaker 5",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        382, "index": 21, "name": "Breaker 6", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 383, "index": 22, "name": "Breaker 7", "units": null, "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 384, "index": 23, "name": "Breaker 8",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        385, "index": 24, "name": "Breaker 9", "units": null, "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 386, "index": 25, "name": "Breaker 10", "units": null, "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 387, "index": 26, "name": "Breaker 11",
+        "units": null, "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}], "data_info":
+        {"start": null, "end": null, "rows": 0, "bytes": 0, "total_time": 0}}, {"id":
+        5, "name": "prep", "description": "", "datatype": "float32", "layout": "float32_16",
+        "keep_us": -1, "is_configured": false, "is_source": false, "is_destination":
+        false, "locked": false, "active": false, "decimate": true, "elements": [{"id":
+        388, "index": 0, "name": "A P1", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 389, "index": 1, "name": "A Q1", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 390, "index": 2, "name": "A P3", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 391, "index": 3, "name":
+        "A Q3", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        392, "index": 4, "name": "A P5", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 393, "index": 5, "name": "A Q5", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 394, "index": 6, "name": "A P7", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 395, "index": 7, "name":
+        "A Q7", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        396, "index": 8, "name": "B P1", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 397, "index": 9, "name": "B Q1", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 398, "index": 10, "name": "B P3", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 399, "index": 11, "name":
+        "B Q3", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}, {"id":
+        400, "index": 12, "name": "B P5", "units": "W", "plottable": true, "display_type":
+        "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max": null, "default_min":
+        null}, {"id": 401, "index": 13, "name": "B Q5", "units": "W", "plottable":
+        true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor": 1.0, "default_max":
+        null, "default_min": null}, {"id": 402, "index": 14, "name": "B P7", "units":
+        "W", "plottable": true, "display_type": "CONTINUOUS", "offset": 0.0, "scale_factor":
+        1.0, "default_max": null, "default_min": null}, {"id": 403, "index": 15, "name":
+        "B Q7", "units": "W", "plottable": true, "display_type": "CONTINUOUS", "offset":
+        0.0, "scale_factor": 1.0, "default_max": null, "default_min": null}], "data_info":
+        {"start": 1564632000015712, "end": 1564718399984547, "rows": 5183534, "bytes":
+        718782248, "total_time": 86399968835}}], "event_streams": []}], "streams":
+        [], "event_streams": [{"id": 4, "name": "AB Transients", "description": "",
+        "data_info": {"start": 1564632656344436, "end": 1564637216605171, "event_count":
+        21, "bytes": 0, "total_time": 4560260735}}]}], "streams": [], "event_streams":
+        []}'
+  recorded_at: Mon, 08 Mar 2021 21:26:42 GMT
+- request:
+    method: get
+    uri: https://localhost:3030/app.json
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '2'
+      Date:
+      - Mon, 08 Mar 2021 21:26:05 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: "[]"
+  recorded_at: Mon, 08 Mar 2021 21:26:43 GMT
+- request:
+    method: get
+    uri: https://localhost:3030/event/data.json?id=4
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '2205'
+      Date:
+      - Mon, 08 Mar 2021 21:26:14 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: '[{"start_time": 1564632656344436, "end_time": 1564632656677838, "content":
+        {"height": -1035.986328125}}, {"start_time": 1564633036204735, "end_time":
+        1564633036387967, "content": {"height": 6926.97314453125}}, {"start_time":
+        1564633036437944, "end_time": 1564633036621268, "content": {"height": -5936.91064453125}},
+        {"start_time": 1564633038670642, "end_time": 1564633039720308, "content":
+        {"height": -89.4991455078125}}, {"start_time": 1564633756433779, "end_time":
+        1564633756667042, "content": {"height": -1036.0643310546875}}, {"start_time":
+        1564634056246046, "end_time": 1564634056412608, "content": {"height": 6632.29296875}},
+        {"start_time": 1564634056462585, "end_time": 1564634056645909, "content":
+        {"height": -5657.3984375}}, {"start_time": 1564634058611871, "end_time": 1564634059561528,
+        "content": {"height": -85.935791015625}}, {"start_time": 1564634736455192,
+        "end_time": 1564634736721911, "content": {"height": -1044.8843994140625}},
+        {"start_time": 1564635216240969, "end_time": 1564635216457549, "content":
+        {"height": 6597.31884765625}}, {"start_time": 1564635216507543, "end_time":
+        1564635216674242, "content": {"height": -5600.0048828125}}, {"start_time":
+        1564635218574144, "end_time": 1564635219674081, "content": {"height": -95.8353271484375}},
+        {"start_time": 1564635636352540, "end_time": 1564635636719351, "content":
+        {"height": -1035.0323486328125}}, {"start_time": 1564635976300502, "end_time":
+        1564635976483720, "content": {"height": 6778.779296875}}, {"start_time": 1564635976533694,
+        "end_time": 1564635976717003, "content": {"height": -5801.759765625}}, {"start_time":
+        1564635978566280, "end_time": 1564635979765811, "content": {"height": -99.0074462890625}},
+        {"start_time": 1564636376510544, "end_time": 1564636376793794, "content":
+        {"height": -1031.2080078125}}, {"start_time": 1564636816265054, "end_time":
+        1564636816514950, "content": {"height": 7447.22265625}}, {"start_time": 1564636816564935,
+        "end_time": 1564636816748270, "content": {"height": -6458.548828125}}, {"start_time":
+        1564636818664500, "end_time": 1564636819780905, "content": {"height": -98.5048828125}},
+        {"start_time": 1564637216605171, "end_time": 1564637216855134, "content":
+        {"height": -1028.9400634765625}}]'
+  recorded_at: Mon, 08 Mar 2021 21:26:52 GMT
+- request:
+    method: get
+    uri: https://localhost:3030/event/data.json?id=1
+    body:
+      encoding: US-ASCII
+      string: ''
+    headers:
+      X-Api-Key:
+      - EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Content-Length:
+      - '2'
+      Date:
+      - Mon, 08 Mar 2021 21:26:14 GMT
+      Server:
+      - Python/3.8 aiohttp/3.7.3
+    body:
+      encoding: UTF-8
+      string: "[]"
+  recorded_at: Mon, 08 Mar 2021 21:26:52 GMT
+recorded_with: VCR 6.0.0

spec/controllers/events_controller_spec.rb

+require 'rails_helper'
+
+RSpec.describe EventsController, type: :controller do
+
+end

spec/factories/event_streams.rb

+FactoryBot.define do
+  factory :event_stream do
+    name { Faker::Lorem.word }
+    description { Faker::Lorem.sentence }
+
+  end
+end

spec/models/event_stream_spec.rb

+require 'rails_helper'
+
+RSpec.describe EventStream, type: :model do
+  pending "add some examples to (or delete) #{__FILE__}"
+end

spec/services/events/read_events_spec.rb

+# frozen_string_literal: true
+require 'rails_helper'
+
+
+RSpec.describe 'ReadEvents' do
+  let(:nilm) {create(:nilm, name: 'test')}
+  let(:db) { create(:db, nilm: nilm, max_points_per_plot: 100) }
+
+  describe 'when there are multiple event streams' do
+    before do
+      db  = create(:db, nilm: nilm, url: 'http://test/nilmdb')
+      @event_stream1 = create(:event_stream, db_folder: db.root_folder, db: db)
+      @event_stream1_data = {id: @event_stream1.id, valid: true, events: ["event1", "event2"]}
+      @event_stream2 = create(:event_stream, db_folder: db.root_folder, db: db)
+      @event_stream2_data = {id: @event_stream2.id, valid: true, events: ["event3", "event4"]}
+
+      @mock_adapter = MockAdapter.new(nil,
+          [{event_stream: @event_stream1, data: @event_stream1_data},
+                  {event_stream: @event_stream2, data: @event_stream2_data}])
+      allow(NodeAdapterFactory).to receive(:from_nilm).and_return(@mock_adapter)
+
+    end
+    it 'makes one request per stream' do
+      service = ReadEvents.new
+      service.run([@event_stream1, @event_stream2],0,100)
+      expect(service.success?).to be true
+      expect(service.data).to eq [@event_stream1_data, @event_stream2_data]
+      expect(@mock_adapter.event_run_count).to eq 2
+    end
+  end
+
+  describe 'when a nilm does not respond' do
+    before do
+      db  = create(:db, nilm: nilm, url: 'http://test/nilmdb')
+      @event_stream1 = create(:event_stream, db_folder: db.root_folder, db: db)
+      @event_stream1_data = {id: @event_stream1.id, valid: true, events: ["event1", "event2"]}
+      @event_stream2 = create(:event_stream, db_folder: db.root_folder, db: db)
+
+      @mock_adapter = MockAdapter.new(nil,
+                                      [{event_stream: @event_stream1, data: @event_stream1_data},
+                                       {event_stream: @event_stream2, data: nil}])
+      allow(NodeAdapterFactory).to receive(:from_nilm).and_return(@mock_adapter)
+
+    end
+    it 'fills in the data that is available' do
+      service = ReadEvents.new
+      service.run([@event_stream1, @event_stream2],0,100)
+      expect(service.warnings.length).to eq 1
+      expect(service.data).to eq [
+                                     @event_stream1_data,
+                                     {id: @event_stream2.id, valid: false, events: nil}
+                                 ]
+      expect(@mock_adapter.event_run_count).to eq 2
+    end
+  end
+
+  #NOTE: This is really quite a large integration test, it
+  #builds the full test nilm and then retrieves events from it.
+  #might be overkill but it really tests out the pipeline :)
+  #
+  describe 'when boundary times are not specified' do
+    let (:url) {'https://localhost:3030'}
+    let(:key) {'EuOjCqFd4lpin7U-oPApNiQTReO6HaQUxfnkLZglkYQ'}
+    let(:user) {create(:user)}
+
+    it 'updates the streams', :vcr do
+      @adapter = Joule::Adapter.new(url, key)
+      service = CreateNilm.new(@adapter)
+      service.run(name: 'test', url: url, owner: user, key:key)
+
+      events1 = EventStream.find_by_path("/Homes/AB Transients")
+      events2 = EventStream.find_by_path("/basic/aux/events0")
+      service = ReadEvents.new
+      service.run([events1, events2], nil, nil)
+      #bounds taken from test joule on vagrant instance
+      # AB Transients: [1564632656344436 - 1564637216855134]
+      # events 0 - no events
+      expect(service.start_time).to eq(1564632656344436)
+      expect(service.end_time).to eq(1564637216855134)
+      #check the events
+      expect(service.data.length).to eq 2
+      if service.data[0][:id] == events1.id
+        rx_events1 = service.data[0][:events]
+        rx_events2 = service.data[1][:events]
+      else
+        rx_events1 = service.data[1][:events]
+        rx_events2 = service.data[0][:events]
+      end
+      expect(rx_events2.length).to eq 0
+      expect(rx_events1.length).to eq 21
+      expect(rx_events1[0][:start_time]).to eq service.start_time
+      expect(rx_events1[0][:start_time]).to eq service.start_time
+      expect(rx_events1[-1][:content][:height]).to eq -1028.9400634765625
+
+    end
+  end
+end

spec/support/mock_adapter.rb

 class MockAdapter
-  attr_reader :run_count
+  attr_reader :run_count, :event_run_count
 
-  def initialize(dataset)
+  def initialize(dataset=nil, events = nil)
     super()
     @dataset = dataset
+    @events = events
     @run_count = 0
+    @event_run_count = 0
   end
   def load_data(db_stream, start_time, end_time, elements=[], resolution=nil)
     data = @dataset.select{|d| d[:stream]==db_stream}.first[:data]
@@ -14,4 +16,9 @@ class MockAdapter
     end
     {data: data, decimation_factor: 1}
   end
+  def read_events(event_stream,start_time, end_time)
+    data = @events.select{|d| d[:event_stream]==event_stream}.first[:data]
+    @event_run_count += 1
+    data
+  end
 end
\ No newline at end of file