Merge pull request #3565 from influxdata/ifql/table

Introduce line graph visualization to Flux page

ui/package.json

@@ -19,6 +19,7 @@
     "test": "jest",
     "test:lint": "yarn run lint; yarn run test",
     "test:watch": "jest --watch",
+    "test:debug": "node --inspect-brk node_modules/.bin/jest --runInBand --watch",
     "clean": "rm -rf ./build/*",
     "eslint:fix": "eslint src --fix",
     "tslint:fix": "tslint --fix -c ./tslint.json '{src,test}/**/*.ts?(x)'",

ui/src/ifql/apis/index.ts

@@ -1,9 +1,9 @@
 import _ from 'lodash'
 
 import AJAX from 'src/utils/ajax'
-import {Service, ScriptResult} from 'src/types'
+import {Service, FluxTable} from 'src/types'
 import {updateService} from 'src/shared/apis'
-import {parseResults} from 'src/shared/parsing/v2/results'
+import {parseResponse} from 'src/shared/parsing/v2/results'
 
 export const getSuggestions = async (url: string) => {
   try {
@@ -42,7 +42,7 @@ export const getAST = async (request: ASTRequest) => {
 export const getTimeSeries = async (
   service: Service,
   script: string
-): Promise<ScriptResult[]> => {
+): Promise<FluxTable[]> => {
   const and = encodeURIComponent('&')
   const mark = encodeURIComponent('?')
   const garbage = script.replace(/\s/g, '') // server cannot handle whitespace
@@ -55,7 +55,7 @@ export const getTimeSeries = async (
       }?path=/v1/query${mark}orgName=defaulorgname${and}q=${garbage}`,
     })
 
-    return parseResults(data)
+    return parseResponse(data)
   } catch (error) {
     console.error('Problem fetching data', error)
 

ui/src/ifql/components/FluxGraph.tsx

@@ -0,0 +1,70 @@
+import React, {PureComponent} from 'react'
+import {connect} from 'react-redux'
+
+import {fluxTablesToDygraph} from 'src/shared/parsing/v2/dygraph'
+
+import Dygraph from 'src/shared/components/Dygraph'
+import {FluxTable} from 'src/types'
+import {DygraphSeries, DygraphValue} from 'src/utils/timeSeriesTransformers'
+import {DEFAULT_LINE_COLORS} from 'src/shared/constants/graphColorPalettes'
+import {setHoverTime as setHoverTimeAction} from 'src/dashboards/actions'
+
+interface Props {
+  data: FluxTable[]
+  setHoverTime: (time: number) => void
+}
+
+class FluxGraph extends PureComponent<Props> {
+  public render() {
+    const containerStyle = {
+      width: 'calc(100% - 50px)',
+      height: 'calc(100% - 70px)',
+      position: 'absolute',
+    }
+
+    return (
+      <div className="flux-graph" style={{width: '100%', height: '100%'}}>
+        <Dygraph
+          labels={this.labels}
+          staticLegend={false}
+          timeSeries={this.timeSeries}
+          colors={DEFAULT_LINE_COLORS}
+          dygraphSeries={this.dygraphSeries}
+          options={this.options}
+          containerStyle={containerStyle}
+          handleSetHoverTime={this.props.setHoverTime}
+        />
+      </div>
+    )
+  }
+
+  private get options() {
+    return {
+      axisLineColor: '#383846',
+      gridLineColor: '#383846',
+    }
+  }
+
+  // [time, v1, v2, null, v3]
+  // time: [v1, v2, null, v3]
+  private get timeSeries(): DygraphValue[][] {
+    return fluxTablesToDygraph(this.props.data)
+  }
+
+  private get labels(): string[] {
+    const {data} = this.props
+    const names = data.map(d => d.name)
+
+    return ['time', ...names]
+  }
+
+  private get dygraphSeries(): DygraphSeries {
+    return {}
+  }
+}
+
+const mdtp = {
+  setHoverTime: setHoverTimeAction,
+}
+
+export default connect(null, mdtp)(FluxGraph)

ui/src/ifql/components/TableSidebar.tsx

@@ -1,14 +1,14 @@
 import React, {PureComponent, CSSProperties} from 'react'
 import _ from 'lodash'
 
-import {ScriptResult} from 'src/types'
+import {FluxTable} from 'src/types'
 import {ErrorHandling} from 'src/shared/decorators/errors'
 import FancyScrollbar from 'src/shared/components/FancyScrollbar'
 import TableSidebarItem from 'src/ifql/components/TableSidebarItem'
 import {vis} from 'src/ifql/constants'
 
 interface Props {
-  data: ScriptResult[]
+  data: FluxTable[]
   selectedResultID: string
   onSelectResult: (id: string) => void
 }
@@ -22,7 +22,7 @@ export default class TableSidebar extends PureComponent<Props> {
       <div className="time-machine--sidebar">
         {!this.isDataEmpty && (
           <div className="query-builder--heading" style={this.headingStyle}>
-            Results
+            Tables
           </div>
         )}
         <FancyScrollbar>

ui/src/ifql/components/TableSidebarItem.tsx

@@ -14,7 +14,7 @@ export default class TableSidebarItem extends PureComponent<Props> {
   public render() {
     return (
       <div
-        className={`query-builder--list-item ${this.active}`}
+        className={`query-builder--list-item flux-table ${this.active}`}
         onClick={this.handleClick}
       >
         {this.props.name}

ui/src/ifql/components/TimeMachine.tsx

@@ -1,4 +1,4 @@
-import React, {PureComponent} from 'react'
+import React, {PureComponent, CSSProperties} from 'react'
 import SchemaExplorer from 'src/ifql/components/SchemaExplorer'
 import BodyBuilder from 'src/ifql/components/BodyBuilder'
 import TimeMachineEditor from 'src/ifql/components/TimeMachineEditor'
@@ -10,7 +10,7 @@ import {
   OnSubmitScript,
   FlatBody,
   ScriptStatus,
-  ScriptResult,
+  FluxTable,
 } from 'src/types/ifql'
 
 import {Service} from 'src/types'
@@ -19,7 +19,7 @@ import {HANDLE_VERTICAL, HANDLE_HORIZONTAL} from 'src/shared/constants'
 
 interface Props {
   service: Service
-  data: ScriptResult[]
+  data: FluxTable[]
   script: string
   body: Body[]
   status: ScriptStatus
@@ -65,6 +65,7 @@ class TimeMachine extends PureComponent<Props> {
         handlePixels: 8,
         menuOptions: [],
         headerButtons: [],
+        style: {overflow: 'visible'} as CSSProperties,
         render: () => <TimeMachineVis data={data} />,
       },
     ]

ui/src/ifql/components/TimeMachineTable.tsx

@@ -3,7 +3,7 @@ import _ from 'lodash'
 import {Grid, GridCellProps, AutoSizer, ColumnSizer} from 'react-virtualized'
 
 import {ErrorHandling} from 'src/shared/decorators/errors'
-import {ScriptResult} from 'src/types'
+import {FluxTable} from 'src/types'
 import {vis} from 'src/ifql/constants'
 
 const NUM_FIXED_ROWS = 1
@@ -13,10 +13,7 @@ interface State {
 }
 
 @ErrorHandling
-export default class TimeMachineTable extends PureComponent<
-  ScriptResult,
-  State
-> {
+export default class TimeMachineTable extends PureComponent<FluxTable, State> {
   constructor(props) {
     super(props)
     this.state = {

ui/src/ifql/components/TimeMachineVis.tsx

@@ -1,19 +1,26 @@
-import React, {PureComponent, CSSProperties} from 'react'
+import React, {PureComponent} from 'react'
 import _ from 'lodash'
 
 import {ErrorHandling} from 'src/shared/decorators/errors'
-import {ScriptResult} from 'src/types'
+import {FluxTable} from 'src/types'
+import VisHeaderTabs from 'src/data_explorer/components/VisHeaderTabs'
 import TableSidebar from 'src/ifql/components/TableSidebar'
 import TimeMachineTable from 'src/ifql/components/TimeMachineTable'
-import {HANDLE_PIXELS} from 'src/shared/constants'
+import FluxGraph from 'src/ifql/components/FluxGraph'
 import NoResults from 'src/ifql/components/NoResults'
 
 interface Props {
-  data: ScriptResult[]
+  data: FluxTable[]
+}
+
+enum VisType {
+  Table = 'Table View',
+  Line = 'Line Graph',
 }
 
 interface State {
   selectedResultID: string | null
+  visType: VisType
 }
 
 @ErrorHandling
@@ -21,7 +28,10 @@ class TimeMachineVis extends PureComponent<Props, State> {
   constructor(props) {
     super(props)
 
-    this.state = {selectedResultID: this.initialResultID}
+    this.state = {
+      selectedResultID: this.initialResultID,
+      visType: VisType.Line,
+    }
   }
 
   public componentDidUpdate() {
@@ -31,8 +41,38 @@ class TimeMachineVis extends PureComponent<Props, State> {
   }
 
   public render() {
+    const {visType} = this.state
+
     return (
-      <div className="time-machine-visualization" style={this.style}>
+      <div className="time-machine-visualization">
+        <div className="time-machine-visualization--settings">
+          <VisHeaderTabs
+            view={visType}
+            views={[VisType.Table, VisType.Line]}
+            currentView={visType}
+            onToggleView={this.selectVisType}
+          />
+        </div>
+        <div className="time-machine-visualization--visualization">
+          {this.vis}
+        </div>
+      </div>
+    )
+  }
+
+  private get vis(): JSX.Element {
+    const {visType} = this.state
+    const {data} = this.props
+    if (visType === VisType.Line) {
+      return <FluxGraph data={data} />
+    }
+
+    return this.table
+  }
+
+  private get table(): JSX.Element {
+    return (
+      <>
         {this.showSidebar && (
           <TableSidebar
             data={this.props.data}
@@ -46,7 +86,7 @@ class TimeMachineVis extends PureComponent<Props, State> {
           )}
           {!this.hasResults && <NoResults />}
         </div>
-      </div>
+      </>
     )
   }
 
@@ -58,10 +98,8 @@ class TimeMachineVis extends PureComponent<Props, State> {
     this.setState({selectedResultID})
   }
 
-  private get style(): CSSProperties {
-    return {
-      padding: `${HANDLE_PIXELS}px`,
-    }
+  private selectVisType = (visType: VisType): void => {
+    this.setState({visType})
   }
 
   private get showSidebar(): boolean {
@@ -76,7 +114,7 @@ class TimeMachineVis extends PureComponent<Props, State> {
     return !!this.props.data && !!this.selectedResult
   }
 
-  private get selectedResult(): ScriptResult {
+  private get selectedResult(): FluxTable {
     return this.props.data.find(d => d.id === this.state.selectedResultID)
   }
 }

ui/src/ifql/containers/IFQLPage.tsx

@@ -16,7 +16,7 @@ import {bodyNodes} from 'src/ifql/helpers'
 import {getSuggestions, getAST, getTimeSeries} from 'src/ifql/apis'
 import {builder, argTypes} from 'src/ifql/constants'
 
-import {Source, Service, Notification, ScriptResult} from 'src/types'
+import {Source, Service, Notification, FluxTable} from 'src/types'
 import {
   Suggestion,
   FlatBody,
@@ -49,7 +49,7 @@ interface Body extends FlatBody {
 interface State {
   body: Body[]
   ast: object
-  data: ScriptResult[]
+  data: FluxTable[]
   status: ScriptStatus
   suggestions: Suggestion[]
 }

ui/src/shared/components/Dygraph.js

@@ -390,6 +390,7 @@ Dygraph.defaultProps = {
   staticLegend: {
     type: null,
   },
+  setResolution: () => {},
 }
 
 Dygraph.propTypes = {

ui/src/shared/components/threesizer/Division.tsx

@@ -1,4 +1,9 @@
-import React, {PureComponent, ReactElement, MouseEvent} from 'react'
+import React, {
+  CSSProperties,
+  PureComponent,
+  ReactElement,
+  MouseEvent,
+} from 'react'
 import classnames from 'classnames'
 import calculateSize from 'calculate-size'
 
@@ -12,6 +17,7 @@ interface Props {
   name?: string
   handleDisplay?: string
   menuOptions?: MenuItem[]
+  style?: CSSProperties
   handlePixels: number
   id: string
   size: number
@@ -27,16 +33,11 @@ interface Props {
   headerButtons: JSX.Element[]
 }
 
-interface Style {
-  width?: string
-  height?: string
-  display?: string
-}
-
 class Division extends PureComponent<Props> {
   public static defaultProps: Partial<Props> = {
     name: '',
     handleDisplay: 'visible',
+    style: {},
   }
 
   private collapseThreshold: number = 0
@@ -109,7 +110,7 @@ class Division extends PureComponent<Props> {
     return 'Drag to resize.\nDouble click to expand.'
   }
 
-  private get contentStyle(): Style {
+  private get contentStyle(): CSSProperties {
     if (this.props.orientation === HANDLE_HORIZONTAL) {
       return {
         height: `calc(100% - ${this.handlePixels}px)`,
@@ -121,7 +122,7 @@ class Division extends PureComponent<Props> {
     }
   }
 
-  private get handleStyle(): Style {
+  private get handleStyle(): CSSProperties {
     const {handleDisplay: display, orientation, handlePixels} = this.props
 
     if (orientation === HANDLE_HORIZONTAL) {
@@ -137,14 +138,17 @@ class Division extends PureComponent<Props> {
     }
   }
 
-  private get containerStyle(): Style {
-    if (this.props.orientation === HANDLE_HORIZONTAL) {
+  private get containerStyle(): CSSProperties {
+    const {style, orientation} = this.props
+    if (orientation === HANDLE_HORIZONTAL) {
       return {
+        ...style,
         height: this.size,
       }
     }
 
     return {
+      ...style,
       width: this.size,
     }
   }

ui/src/shared/components/threesizer/Threesizer.tsx

@@ -1,4 +1,4 @@
-import React, {Component, ReactElement, MouseEvent} from 'react'
+import React, {Component, ReactElement, MouseEvent, CSSProperties} from 'react'
 import classnames from 'classnames'
 import uuid from 'uuid'
 import _ from 'lodash'
@@ -34,6 +34,7 @@ interface DivisionProps {
   name?: string
   handleDisplay?: string
   handlePixels?: number
+  style?: CSSProperties
   headerButtons?: JSX.Element[]
   menuOptions: MenuItem[]
   render: (visibility?: string) => ReactElement<any>
@@ -138,6 +139,7 @@ class Threesizer extends Component<Props, State> {
             id={d.id}
             name={d.name}
             size={d.size}
+            style={d.style}
             offset={this.offset}
             draggable={i > 0}
             orientation={orientation}

ui/src/shared/parsing/v2/dygraph.ts

@@ -0,0 +1,37 @@
+import _ from 'lodash'
+import {FluxTable} from 'src/types'
+import {DygraphValue} from 'src/utils/timeSeriesTransformers'
+
+export const fluxTablesToDygraph = (data: FluxTable[]): DygraphValue[][] => {
+  interface V {
+    [time: string]: number[]
+  }
+
+  const valuesForTime: V = {}
+
+  data.forEach(table => {
+    const header = table.data[0]
+    const timeColIndex = header.findIndex(col => col === '_time')
+
+    table.data.slice(1).forEach(row => {
+      valuesForTime[row[timeColIndex]] = Array(data.length).fill(null)
+    })
+  })
+
+  data.forEach((table, i) => {
+    const header = table.data[0]
+    const timeColIndex = header.findIndex(col => col === '_time')
+    const valueColIndex = header.findIndex(col => col === '_value')
+
+    table.data.slice(1).forEach(row => {
+      const time = row[timeColIndex]
+      const value = row[valueColIndex]
+
+      valuesForTime[time][i] = +value
+    })
+  })
+
+  return _.sortBy(Object.entries(valuesForTime), ([time]) => time).map(
+    ([time, values]) => [new Date(time), ...values]
+  )
+}

ui/src/shared/parsing/v2/measurements.ts

@@ -1,7 +1,7 @@
-import {parseResults} from 'src/shared/parsing/v2/results'
+import {parseResponse} from 'src/shared/parsing/v2/results'
 
 const parseMeasurements = (resp: string): string[] => {
-  const results = parseResults(resp)
+  const results = parseResponse(resp)
 
   if (results.length === 0) {
     return []

ui/src/shared/parsing/v2/results.ts

@@ -2,35 +2,80 @@ import Papa from 'papaparse'
 import _ from 'lodash'
 import uuid from 'uuid'
 
-import {ScriptResult} from 'src/types'
+import {FluxTable} from 'src/types'
 
-export const parseResults = (response: string): ScriptResult[] => {
+export const parseResponse = (response: string): FluxTable[] => {
   const trimmedReponse = response.trim()
 
   if (_.isEmpty(trimmedReponse)) {
     return []
   }
 
-  return trimmedReponse.split(/\n\s*\n/).map(parseResult)
+  return trimmedReponse.split(/\n\s*\n/).reduce((acc, chunk) => {
+    return [...acc, ...parseTables(chunk)]
+  }, [])
 }
 
-export const parseResult = (raw: string, index: number): ScriptResult => {
-  const lines = raw.split('\n')
-  const rawMetadata: string = lines
+export const parseTables = (responseChunk: string): FluxTable[] => {
+  const lines = responseChunk.split('\n')
+  const annotationLines: string = lines
     .filter(line => line.startsWith('#'))
-    .map(line => line.slice(1))
     .join('\n')
-  const rawData: string = lines.filter(line => !line.startsWith('#')).join('\n')
+  const nonAnnotationLines: string = lines
+    .filter(line => !line.startsWith('#'))
+    .join('\n')
 
-  const metadata = Papa.parse(rawMetadata).data
-  const data = Papa.parse(rawData).data
+  if (_.isEmpty(annotationLines)) {
+    throw new Error('Unable to extract annotation data')
+  }
 
-  const name = `Result ${index}`
+  const nonAnnotationData = Papa.parse(nonAnnotationLines).data
+  const annotationData = Papa.parse(annotationLines).data
+  const headerRow = nonAnnotationData[0]
+  const tableColIndex = headerRow.findIndex(h => h === 'table')
+
+  interface TableGroup {
+    [tableId: string]: string[]
+  }
+
+  // Group rows by their table id
+  const tablesData = Object.values(
+    _.groupBy<TableGroup[]>(
+      nonAnnotationData.slice(1),
+      row => row[tableColIndex]
+    )
+  )
+
+  const partitionRow = annotationData.find(row => row[0] === '#partition')
+  const defaultsRow = annotationData.find(row => row[0] === '#default')
+
+  // partitionRow = ['#partition', 'false', 'true', 'true', 'false']
+  const partitionKeyIndices = partitionRow.reduce((acc, value, i) => {
+    if (value === 'true') {
+      return [...acc, i]
+    }
+
+    return acc
+  }, [])
+
+  const tables = tablesData.map(tableData => {
+    const dataRow = _.get(tableData, '0', defaultsRow)
+    const partitionKey = partitionKeyIndices.reduce((acc, i) => {
+      return {...acc, [headerRow[i]]: _.get(dataRow, i, '')}
+    }, {})
+
+    const name = Object.entries(partitionKey)
+      .filter(([k]) => !['_start', '_stop'].includes(k))
+      .map(([k, v]) => `${k}=${v}`)
+      .join(' ')
 
     return {
       id: uuid.v4(),
+      data: [[...headerRow], ...tableData],
       name,
-    data,
-    metadata,
+      partitionKey,
     }
+  })
+
+  return tables
 }

ui/src/shared/parsing/v2/tags.ts

@@ -1,16 +1,16 @@
 import _ from 'lodash'
 
-import {ScriptResult} from 'src/types'
-import {parseResults} from 'src/shared/parsing/v2/results'
+import {FluxTable} from 'src/types'
+import {parseResponse} from 'src/shared/parsing/v2/results'
 
 const parseValuesColumn = (resp: string): string[] => {
-  const results = parseResults(resp)
+  const results = parseResponse(resp)
 
   if (results.length === 0) {
     return []
   }
 
-  const tags = results.reduce<string[]>((acc, result: ScriptResult) => {
+  const tags = results.reduce<string[]>((acc, result: FluxTable) => {
     const colIndex = result.data[0].findIndex(header => header === '_value')
 
     if (colIndex === -1) {

ui/src/style/components/time-machine/visualization.scss

@@ -6,13 +6,26 @@
 .time-machine-visualization {
   display: flex;
   align-content: center;
-  align-items: center;
-  justify-content: center;
+  align-items: flex-start;
+  justify-content: flex-start;
+  flex-direction: column;
   width: 100%;
   height: 100%;
+  padding: 10px;
   @include gradient-v($g2-kevlar, $g0-obsidian);
 }
 
+.time-machine-visualization--settings {
+  margin-bottom: 10px;
+}
+
+.time-machine-visualization--visualization {
+  display: flex;
+  flex: 1 1 auto;
+  width: 100%;
+  height: 100%;
+}
+
 .time-machine--sidebar,
 .time-machine--vis {
   background-color: $g3-castle;
@@ -55,3 +68,19 @@
   padding: 0 16px 8px 16px;
   flex: 1 0 0;
 }
+
+.query-builder--list-item.flux-table {
+  white-space: nowrap;
+  overflow-x: hidden;
+}
+
+.flux-graph {
+  background-color: $g3-castle;
+  position: relative;
+  padding: 20px;
+
+  .dygraph-child {
+    width: 100%;
+    height: 100%;
+  }
+}

ui/src/types/ifql.ts

@@ -113,13 +113,15 @@ export interface Links {
   ast: string
 }
 
-// ScriptResult is the result of a request to IFQL
+// FluxTable is the result of a request to IFQL
 // https://github.com/influxdata/platform/blob/master/query/docs/SPEC.md#response-format
-export interface ScriptResult {
+export interface FluxTable {
   id: string
   name: string
   data: string[][]
-  metadata: string[][]
+  partitionKey: {
+    [key: string]: string
+  }
 }
 
 export interface SchemaFilter {

ui/src/types/index.ts

@@ -22,7 +22,7 @@ import {AlertRule, Kapacitor, Task} from './kapacitor'
 import {Source, SourceLinks} from './sources'
 import {DropdownAction, DropdownItem} from './shared'
 import {Notification, NotificationFunc} from './notifications'
-import {ScriptResult, ScriptStatus, SchemaFilter, RemoteDataState} from './ifql'
+import {FluxTable, ScriptStatus, SchemaFilter, RemoteDataState} from './ifql'
 
 export {
   Me,
@@ -62,7 +62,7 @@ export {
   NewService,
   LayoutCell,
   LayoutQuery,
-  ScriptResult,
+  FluxTable,
   ScriptStatus,
   SchemaFilter,
   RemoteDataState,

ui/src/utils/timeSeriesTransformers.ts

@@ -4,7 +4,7 @@ import {groupByTimeSeriesTransform} from 'src/utils/groupByTimeSeriesTransform'
 import {TimeSeriesServerResponse, TimeSeries} from 'src/types/series'
 import {TimeSeriesValue} from 'src/types/series'
 
-type DygraphValue = string | number | Date | null
+export type DygraphValue = string | number | Date | null
 
 interface Label {
   label: string
@@ -23,7 +23,7 @@ interface TimeSeriesToTableGraphReturnType {
   sortedLabels: Label[]
 }
 
-interface DygraphSeries {
+export interface DygraphSeries {
   [x: string]: {
     axis: string
   }

ui/test/shared/parsing/v2/constants.ts

@@ -92,482 +92,45 @@ export const TAGS_RESPONSE = `#datatype,string,long,string
 `
 
 // prettier-ignore
-export const LARGE_RESPONSE = `#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string,string
+export const MULTI_SCHEMA_RESPONSE = `#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string,string
 #partition,false,false,false,false,false,false,true,true,true,true
 #default,_result,,,,,,,,,
 ,result,table,_start,_stop,_time,_value,_field,_measurement,cpu,host
 ,,0,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu-total,WattsInfluxDB
 ,,1,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu-total,WattsInfluxDB
-,,2,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,70.76923076923077,usage_idle,cpu,cpu-total,WattsInfluxDB
-,,3,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu-total,WattsInfluxDB
-,,4,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu-total,WattsInfluxDB
-,,5,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu-total,WattsInfluxDB
-,,6,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu-total,WattsInfluxDB
-,,7,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu-total,WattsInfluxDB
-,,8,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,11.794871794871796,usage_system,cpu,cpu-total,WattsInfluxDB
-,,9,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,17.435897435897434,usage_user,cpu,cpu-total,WattsInfluxDB
-,,10,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu0,WattsInfluxDB
-,,11,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu0,WattsInfluxDB
-,,12,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,47.82608695652174,usage_idle,cpu,cpu0,WattsInfluxDB
-,,13,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu0,WattsInfluxDB
-,,14,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu0,WattsInfluxDB
-,,15,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu0,WattsInfluxDB
-,,16,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu0,WattsInfluxDB
-,,17,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu0,WattsInfluxDB
-,,18,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,26.08695652173913,usage_system,cpu,cpu0,WattsInfluxDB
-,,19,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,26.08695652173913,usage_user,cpu,cpu0,WattsInfluxDB
-,,20,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu1,WattsInfluxDB
-,,21,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu1,WattsInfluxDB
-,,22,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,92,usage_idle,cpu,cpu1,WattsInfluxDB
-,,23,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu1,WattsInfluxDB
-,,24,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu1,WattsInfluxDB
-,,25,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu1,WattsInfluxDB
-,,26,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu1,WattsInfluxDB
-,,27,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu1,WattsInfluxDB
-,,28,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4,usage_system,cpu,cpu1,WattsInfluxDB
-,,29,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4,usage_user,cpu,cpu1,WattsInfluxDB
-,,30,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu2,WattsInfluxDB
-,,31,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu2,WattsInfluxDB
-,,32,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,52,usage_idle,cpu,cpu2,WattsInfluxDB
-,,33,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu2,WattsInfluxDB
-,,34,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu2,WattsInfluxDB
-,,35,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu2,WattsInfluxDB
-,,36,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu2,WattsInfluxDB
-,,37,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu2,WattsInfluxDB
-,,38,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,16,usage_system,cpu,cpu2,WattsInfluxDB
-,,39,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,32,usage_user,cpu,cpu2,WattsInfluxDB
-,,40,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu3,WattsInfluxDB
-,,41,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu3,WattsInfluxDB
-,,42,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,91.66666666666667,usage_idle,cpu,cpu3,WattsInfluxDB
-,,43,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu3,WattsInfluxDB
-,,44,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu3,WattsInfluxDB
-,,45,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu3,WattsInfluxDB
-,,46,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu3,WattsInfluxDB
-,,47,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu3,WattsInfluxDB
-,,48,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4.166666666666667,usage_system,cpu,cpu3,WattsInfluxDB
-,,49,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4.166666666666667,usage_user,cpu,cpu3,WattsInfluxDB
-,,50,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu4,WattsInfluxDB
-,,51,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu4,WattsInfluxDB
-,,52,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,45.833333333333336,usage_idle,cpu,cpu4,WattsInfluxDB
-,,53,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu4,WattsInfluxDB
-,,54,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu4,WattsInfluxDB
-,,55,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu4,WattsInfluxDB
-,,56,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu4,WattsInfluxDB
-,,57,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu4,WattsInfluxDB
-,,58,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,16.666666666666668,usage_system,cpu,cpu4,WattsInfluxDB
-,,59,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,37.5,usage_user,cpu,cpu4,WattsInfluxDB
-,,60,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu5,WattsInfluxDB
-,,61,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu5,WattsInfluxDB
-,,62,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,92,usage_idle,cpu,cpu5,WattsInfluxDB
-,,63,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu5,WattsInfluxDB
-,,64,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu5,WattsInfluxDB
-,,65,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu5,WattsInfluxDB
-,,66,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu5,WattsInfluxDB
-,,67,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu5,WattsInfluxDB
-,,68,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4,usage_system,cpu,cpu5,WattsInfluxDB
-,,69,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4,usage_user,cpu,cpu5,WattsInfluxDB
-,,70,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu6,WattsInfluxDB
-,,71,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu6,WattsInfluxDB
-,,72,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,52,usage_idle,cpu,cpu6,WattsInfluxDB
-,,73,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu6,WattsInfluxDB
-,,74,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu6,WattsInfluxDB
-,,75,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu6,WattsInfluxDB
-,,76,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu6,WattsInfluxDB
-,,77,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu6,WattsInfluxDB
-,,78,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,20,usage_system,cpu,cpu6,WattsInfluxDB
-,,79,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,28,usage_user,cpu,cpu6,WattsInfluxDB
-,,80,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest,cpu,cpu7,WattsInfluxDB
-,,81,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_guest_nice,cpu,cpu7,WattsInfluxDB
-,,82,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,91.66666666666667,usage_idle,cpu,cpu7,WattsInfluxDB
-,,83,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_iowait,cpu,cpu7,WattsInfluxDB
-,,84,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_irq,cpu,cpu7,WattsInfluxDB
-,,85,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_nice,cpu,cpu7,WattsInfluxDB
-,,86,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_softirq,cpu,cpu7,WattsInfluxDB
-,,87,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,usage_steal,cpu,cpu7,WattsInfluxDB
-,,88,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4.166666666666667,usage_system,cpu,cpu7,WattsInfluxDB
-,,89,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,4.166666666666667,usage_user,cpu,cpu7,WattsInfluxDB
 
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-,,212,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-04-27T17:08:29.908Z,580,inodes_used,disk,disk4s1,hfs,WattsInfluxDB,ro,/Volumes/Tunnelblick
-,,213,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-04-27T17:08:29.908Z,40693760,total,disk,disk4s1,hfs,WattsInfluxDB,ro,/Volumes/Tunnelblick
-,,214,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-04-27T17:08:29.908Z,33280000,used,disk,disk4s1,hfs,WattsInfluxDB,ro,/Volumes/Tunnelblick
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string,string,string,string,string
-#partition,false,false,false,false,false,false,true,true,true,true,true,true,true
-#default,_result,,,,,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,device,fstype,host,mode,path
-,,215,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-04-27T17:08:29.908Z,81.78158027176649,used_percent,disk,disk4s1,hfs,WattsInfluxDB,ro,/Volumes/Tunnelblick
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string,string,string,string,string
-#partition,false,false,false,false,false,false,true,true,true,true,true,true,true
-#default,_result,,,,,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,device,fstype,host,mode,path
-,,216,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,0,free,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-,,217,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,4294966918,inodes_free,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-,,218,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,4294967279,inodes_total,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-,,219,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,361,inodes_used,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-,,220,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,185032704,total,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-,,221,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,185032704,used,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string,string,string,string,string
-#partition,false,false,false,false,false,false,true,true,true,true,true,true,true
-#default,_result,,,,,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,device,fstype,host,mode,path
-,,222,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-01T19:26:01.539Z,100,used_percent,disk,disk5s2,hfs,WattsInfluxDB,ro,/private/tmp/KSInstallAction.1EQur33ekx/m
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,223,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,6318931968,active,mem,WattsInfluxDB
-,,224,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,5277085696,available,mem,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,225,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,30.716681480407715,available_percent,mem,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,226,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,buffered,mem,WattsInfluxDB
-,,227,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,cached,mem,WattsInfluxDB
-,,228,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,1897549824,free,mem,WattsInfluxDB
-,,229,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,3379535872,inactive,mem,WattsInfluxDB
-,,230,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,0,slab,mem,WattsInfluxDB
-,,231,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,17179869184,total,mem,WattsInfluxDB
-,,232,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,11902783488,used,mem,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,233,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,69.28331851959229,used_percent,mem,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,234,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.584Z,3103551488,wired,mem,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,235,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.589Z,8.66,load1,system,WattsInfluxDB
-,,236,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.589Z,3.78,load15,system,WattsInfluxDB
-,,237,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.589Z,5.35,load5,system,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,238,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.589Z,8,n_cpus,system,WattsInfluxDB
-,,239,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.589Z,11,n_users,system,WattsInfluxDB
-,,240,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.34Z,90708,uptime,system,WattsInfluxDB
-
-#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,string,string,string,string
-#partition,false,false,false,false,false,false,true,true,true
-#default,_result,,,,,,,,
-,result,table,_start,_stop,_time,_value,_field,_measurement,host
-,,241,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-22T22:39:12.34Z,"1 day,  1:11",uptime_format,system,WattsInfluxDB
+,,2,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-04T21:05:08.947Z,182180679680,free,disk,/Users/watts/Downloads/TablePlus.app,nullfs,WattsInfluxDB,ro,/private/var/folders/f4/zd7n1rqj7xj6w7c0njkmmjlh0000gn/T/AppTranslocation/F4D8D166-F848-4862-94F6-B51C00E2EB7A
+,,3,1677-09-21T00:12:43.145224192Z,2018-05-22T22:39:17.042276772Z,2018-05-04T21:05:08.947Z,9223372036852008920,inodes_free,disk,/Users/watts/Downloads/TablePlus.app,nullfs,WattsInfluxDB,ro,/private/var/folders/f4/zd7n1rqj7xj6w7c0njkmmjlh0000gn/T/AppTranslocation/F4D8D166-F848-4862-94F6-B51C00E2EB7A
 
 
 `
+
+export const CSV_TO_DYGRAPH = `
+#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string,string,string,string
+#partition,false,false,true,true,false,false,true,true,true,true
+#default,_result,,,,,,,,,
+,result,table,_start,_stop,_time,_value,_field,_measurement,cpu,host
+,,1,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:41Z,1,usage_idle,cpu,cpu-total,bertrand.local
+,,1,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:42Z,2,usage_idle,cpu,cpu-total,bertrand.local
+,,2,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:41Z,3,usage_idle,cpu,cpu-total,bertrand.local
+,,2,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:42Z,2,usage_idle,cpu,cpu-total,bertrand.local
+,,3,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:41Z,5,usage_idle,cpu,cpu-total,bertrand.local
+,,3,2018-06-01T22:27:31.129555068Z,2018-06-01T22:28:31.129555068Z,2018-06-01T22:27:42Z,1,usage_idle,cpu,cpu-total,bertrand.local
+
+
+`
+
+export const CSV_TO_DYGRAPH_MISMATCHED = `
+#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,long,string,string,string
+#partition,false,false,true,true,false,false,true,true,true
+#default,_result,,,,,,,,
+,result,table,_start,_stop,_time,_value,_field,_measurement,host
+,,0,2018-06-04T17:12:21.025984999Z,2018-06-04T17:13:00Z,2018-06-04T17:12:25Z,1,active,mem,bertrand.local
+,,0,2018-06-04T17:12:21.025984999Z,2018-06-04T17:13:00Z,2018-06-04T17:12:35Z,2,active,mem,bertrand.local
+,,1,2018-06-04T17:12:21.025984999Z,2018-06-04T17:13:00Z,2018-06-05T17:12:25Z,10,available,mem,bertrand.local
+,,1,2018-06-04T17:12:21.025984999Z,2018-06-04T17:13:00Z,2018-06-05T17:12:35Z,11,available,mem,bertrand.local
+`

ui/test/shared/parsing/v2/dygraph.test.ts

@@ -0,0 +1,32 @@
+import {fluxTablesToDygraph} from 'src/shared/parsing/v2/dygraph'
+import {parseResponse} from 'src/shared/parsing/v2/results'
+import {
+  CSV_TO_DYGRAPH,
+  CSV_TO_DYGRAPH_MISMATCHED,
+} from 'test/shared/parsing/v2/constants'
+
+describe('fluxTablesToDygraph', () => {
+  it('can parse flux tables to dygraph series', () => {
+    const fluxTables = parseResponse(CSV_TO_DYGRAPH)
+    const actual = fluxTablesToDygraph(fluxTables)
+    const expected = [
+      [new Date('2018-06-01T22:27:41Z'), 1, 3, 5],
+      [new Date('2018-06-01T22:27:42Z'), 2, 2, 1],
+    ]
+
+    expect(actual).toEqual(expected)
+  })
+
+  it('can parse flux tables for series of mismatched periods', () => {
+    const fluxTables = parseResponse(CSV_TO_DYGRAPH_MISMATCHED)
+    const actual = fluxTablesToDygraph(fluxTables)
+    const expected = [
+      [new Date('2018-06-04T17:12:25Z'), 1, null],
+      [new Date('2018-06-04T17:12:35Z'), 2, null],
+      [new Date('2018-06-05T17:12:25Z'), null, 10],
+      [new Date('2018-06-05T17:12:35Z'), null, 11],
+    ]
+
+    expect(actual).toEqual(expected)
+  })
+})

ui/test/shared/parsing/v2/measurements.test.ts

@@ -1,15 +0,0 @@
-import parseMeasurements from 'src/shared/parsing/v2/measurements'
-import {MEASUREMENTS_RESPONSE} from 'test/shared/parsing/v2/constants'
-
-describe('measurements parser', () => {
-  it('returns no measurements for an empty results response', () => {
-    expect(parseMeasurements('')).toEqual([])
-  })
-
-  it('returns the approriate measurements', () => {
-    const actual = parseMeasurements(MEASUREMENTS_RESPONSE)
-    const expected = ['disk', 'diskio']
-
-    expect(actual).toEqual(expected)
-  })
-})

ui/test/shared/parsing/v2/results.test.ts

@@ -1,36 +1,40 @@
-import {parseResults} from 'src/shared/parsing/v2/results'
+import {parseResponse} from 'src/shared/parsing/v2/results'
 import {
   RESPONSE_NO_METADATA,
   RESPONSE_METADATA,
-  LARGE_RESPONSE,
-  EXPECTED_METADATA,
+  MULTI_SCHEMA_RESPONSE,
   EXPECTED_COLUMNS,
 } from 'test/shared/parsing/v2/constants'
 
 describe('IFQL results parser', () => {
-  it('parseResults into the right number of tables', () => {
-    const result = parseResults(LARGE_RESPONSE)
-
-    expect(result).toHaveLength(47)
+  it('parseResponse into the right number of tables', () => {
+    const result = parseResponse(MULTI_SCHEMA_RESPONSE)
+    expect(result).toHaveLength(4)
   })
 
   describe('headers', () => {
-    it('can parse headers when no metadata is present', () => {
-      const actual = parseResults(RESPONSE_NO_METADATA)[0].data[0]
-
-      expect(actual).toEqual(EXPECTED_COLUMNS)
+    it('throws when no metadata is present', () => {
+      expect(() => {
+        parseResponse(RESPONSE_NO_METADATA)
+      }).toThrow()
     })
 
     it('can parse headers when metadata is present', () => {
-      const actual = parseResults(RESPONSE_METADATA)[0].data[0]
-
+      const actual = parseResponse(RESPONSE_METADATA)[0].data[0]
       expect(actual).toEqual(EXPECTED_COLUMNS)
     })
+  })
 
-    it('returns the approriate metadata', () => {
-      const actual = parseResults(RESPONSE_METADATA)[0].metadata
-
-      expect(actual).toEqual(EXPECTED_METADATA)
+  describe('partition key', () => {
+    it('parses the partition key propertly', () => {
+      const actual = parseResponse(MULTI_SCHEMA_RESPONSE)[0].partitionKey
+      const expected = {
+        _field: 'usage_guest',
+        _measurement: 'cpu',
+        cpu: 'cpu-total',
+        host: 'WattsInfluxDB',
+      }
+      expect(actual).toEqual(expected)
     })
   })
 })

ui/test/shared/parsing/v2/values.test.ts

@@ -1,12 +1,12 @@
 import parseValuesColumn from 'src/shared/parsing/v2/tags'
 import {TAGS_RESPONSE} from 'test/shared/parsing/v2/constants'
 
-describe('measurements parser', () => {
+describe('tagKeys parser', () => {
   it('returns no measurements for an empty results response', () => {
     expect(parseValuesColumn('')).toEqual([])
   })
 
-  it('returns the approriate measurements', () => {
+  it('returns the approriate tagKeys', () => {
     const actual = parseValuesColumn(TAGS_RESPONSE)
     const expected = [
       '_field',