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authorfmenguy <francoisregis.menguy@orange.com>2020-10-05 18:13:05 +0200
committerFran�ois-R�gis Menguy <francoisregis.menguy@orange.com>2021-03-11 12:17:48 +0000
commitc3e9d0fc0076f0a2930f13366255b0e8e65fb814 (patch)
tree65293a4fbd1e163ccec18f52b42ed0df10af3b02 /kibana/visualizations
parentaffd504490093d4f62aa89900ba40e8c8be6e412 (diff)
Add Kibana visualizations examples for NDR result
Change-Id: I652dc2c3d69ae5f6bff5019b0868d1becaceec63 Signed-off-by: fmenguy <francoisregis.menguy@orange.com>
Diffstat (limited to 'kibana/visualizations')
-rw-r--r--kibana/visualizations/export.ndjson25
-rw-r--r--kibana/visualizations/ndr_capacity_gbps_line_chart.json95
-rw-r--r--kibana/visualizations/ndr_capacity_gbps_scatter_plot.json108
-rw-r--r--kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json114
-rw-r--r--kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json128
-rw-r--r--kibana/visualizations/ndr_capacity_pps_line_chart.json98
-rw-r--r--kibana/visualizations/ndr_capacity_pps_scatter_plot.json108
-rw-r--r--kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json115
-rw-r--r--kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json128
9 files changed, 919 insertions, 0 deletions
diff --git a/kibana/visualizations/export.ndjson b/kibana/visualizations/export.ndjson
new file mode 100644
index 0000000..de72cb4
--- /dev/null
+++ b/kibana/visualizations/export.ndjson
@@ -0,0 +1,25 @@
+{"attributes":{"fieldFormatMap":"{\"frame_size_int\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0\"}},\"rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"forward_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"forward_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"theoretical_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"theoretical_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}}}","fields":"[{\"name\":\"@timestamp\",\"type\":\"date\",\"esTypes\":[\"date\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"Encapsulation\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"Encapsulation.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"Encapsulation\"}}},{\"name\":\"_id\",\"type\":\"string\",\"esTypes\":[\"_id\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_index\",\"type\":\"string\",\"esTypes\":[\"_index\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_score\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_source\",\"type\":\"_source\",\"esTypes\":[\"_source\"],\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_type\",\"type\":\"string\",\"esTypes\":[\"_type\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"avg_delay_usec\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"bidirectional\",\"type\":\"boolean\",\"esTypes\":[\"boolean\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_limit\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_percentage\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_rate_percent\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"flow_count\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_orig_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_orig_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_rx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_rx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_tx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"frame_size\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"frame_size.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"frame_size\"}}},{\"name\":\"lat_percentile_25\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"lat_percentile_75\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"lat_percentile_99\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"max_delay_usec\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"min_delay_usec\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"ndr_search_duration\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"ndr_search_duration.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"ndr_search_duration\"}}},{\"name\":\"offered_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"profile\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"profile.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"profile\"}}},{\"name\":\"rate_bps\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_orig_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_orig_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_rx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_rx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"reverse_tx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"runlogdate\",\"type\":\"date\",\"esTypes\":[\"date\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"sc_count\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"service_chain\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"service_chain.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"service_chain\"}}},{\"name\":\"theoretical_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"theoretical_tx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_orig_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_orig_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_rx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_rx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"total_tx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"type\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"type.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"type\"}}},{\"name\":\"user_label\",\"type\":\"st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diff --git a/kibana/visualizations/ndr_capacity_gbps_line_chart.json b/kibana/visualizations/ndr_capacity_gbps_line_chart.json
new file mode 100644
index 0000000..cb696ba
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_line_chart.json
@@ -0,0 +1,95 @@
+{
+ $schema: https: //vega.github.io/schema/vega-lite/v2.json
+ title: "Capacity in Gbps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "offered_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_load_gbps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ { aggregate: [{op: "max", field: "offered_load_gbps", as: "max_offered_load_gbps"}], groupby: ["frame_size", "label","flow_count"]}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+ ],
+ mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["label"]
+ }
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "max_offered_load_gbps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10} }
+ color: {field: "label", "type": "nominal",
+ "legend": null}
+ shape: {field: "flow_count", type: "nominal"}
+ tooltip: {"field": "max_offered_load_gbps", "type": "quantitative"}
+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json b/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json
new file mode 100644
index 0000000..9908e9d
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json
@@ -0,0 +1,108 @@
+{
+ $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+ title: "Capacity in Gbps - 0.001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "offered_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "Offered load (Gbps)"},
+ { calculate: "datum._source['flow_count']" as: "Flow count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "Frame size (bytes)"}
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+
+ ],
+ mark: {
+ "type": "point",
+ "tooltip": true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["label"]
+ }
+ },
+ encoding: {
+ x: {
+ field: "Frame size (bytes)",
+ type: "quantitative"
+ }
+ y: {
+ field: "Offered load (Gbps)",
+ type: "quantitative"
+ }
+ color: {
+ field: "label", "type": "nominal",
+ "legend": null
+ }
+ shape: {
+ field: "Flow count",
+ type: "nominal"
+ }
+ tooltip: {
+ "field": "Offered load (Gbps)",
+ "type": "quantitative"
+ }
+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json b/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json
new file mode 100644
index 0000000..1ff4d23
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json
@@ -0,0 +1,114 @@
+{
+ $schema: https: //vega.github.io/schema/vega-lite/v2.json
+ title: "Capacity in Gbps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "offered_tx_rate_bps", "theoretical_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_load_gbps"},
+ { calculate: "datum._source['theoretical_tx_rate_bps'] / 1000000000" as: "theoretical_tx_rate_bps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ { aggregate: [{op: "max", field: "offered_load_gbps", as: "max_offered_load_gbps"}, {op: "max", field: "theoretical_tx_rate_bps", as: "theoretical_tx_rate_bps"}], groupby: ["frame_size", "label","flow_count"]}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ layer: [
+ {
+ mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "theoretical_tx_rate_bps", type: "quantitative", title: "Theoretical rate (Gbps)" , axis: {offset: 10} }
+ strokeDash: {"field": "theoretical_tx_rate_bps", "type": "nominal"}
+ tooltip: [{"field": "theoretical_tx_rate_bps", "type": "quantitative", title: "theoretical max capacity"}],
+ color: { "value": "red"}
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+ ],
+ mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["Label"]
+ }
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "max_offered_load_gbps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10} }
+ color: {field: "label", "type": "nominal",
+ "legend": null}
+ shape: {field: "flow_count", type: "nominal"}
+ tooltip: {"field": "max_offered_load_gbps", "type": "quantitative"}
+ }
+ }
+ ]
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json b/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json
new file mode 100644
index 0000000..55a48ff
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json
@@ -0,0 +1,128 @@
+{
+ $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+ title: "Capacity in Gbps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "offered_tx_rate_bps", "theoretical_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_tx_rate_bps"},
+ { calculate: "datum._source['theoretical_tx_rate_bps'] / 1000000000" as: "theoretical_tx_rate_bps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"}
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ layer: [
+ {
+ mark: {
+ type: "line",
+ tooltip: true
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "theoretical_tx_rate_bps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10} }
+ strokeDash: {"field": "theoretical_tx_rate_bps", "type": "nominal"}
+ tooltip: [{"field": "theoretical_tx_rate_bps", "type": "quantitative", title: "theoretical max capacity"}],
+ color: { "value": "red"}
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+ ],
+ mark: {
+ "type": "point",
+ "tooltip": true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["label"]
+ }
+ },
+ encoding: {
+ x: {
+ field: "frame_size",
+ title: "Frame size (bytes)",
+ type: "quantitative"
+ }
+ y: {
+ field: "offered_tx_rate_bps",
+ title: "Offered load (Gbps)",
+ type: "quantitative"
+ }
+ color: {
+ field: "label", "type": "nominal",
+ "legend": null
+ }
+ shape: {
+ field: "flow_count",
+ type: "nominal"
+ }
+ tooltip: {
+ "field": "offered_tx_rate_bps",
+ "title": "Offered load (Gbps)",
+ "type": "quantitative"
+ }
+ }
+ }
+ ]
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_pps_line_chart.json b/kibana/visualizations/ndr_capacity_pps_line_chart.json
new file mode 100644
index 0000000..ad79caa
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_line_chart.json
@@ -0,0 +1,98 @@
+{
+ $schema: https: //vega.github.io/schema/vega-lite/v2.json
+ title: "Capacity in Mpps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "rate_pps", "flow_count", "frame_size", "user_label", "type"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+
+ transform: [
+ { calculate: "datum._source['rate_pps'] / 1000000" as: "offered_load_pps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ { aggregate: [{op: "max", field: "offered_load_pps", as: "max_offered_load_pps"}], groupby: ["frame_size", "label","flow_count"]}
+
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+
+ ],
+ mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["Label"]
+ }
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "max_offered_load_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10} }
+ color: {field: "label", "type": "nominal",
+ "legend": null}
+ tooltip: {"field": "max_offered_load_pps", "type": "quantitative"},
+ shape: {field: "flow_count", type: "nominal"}
+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_pps_scatter_plot.json b/kibana/visualizations/ndr_capacity_pps_scatter_plot.json
new file mode 100644
index 0000000..0bb8f2f
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_scatter_plot.json
@@ -0,0 +1,108 @@
+{
+ $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+ title: "Capacity in Mpps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "rate_pps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['rate_pps'] / 1000000" as: "Offered load (Mpps)"},
+ { calculate: "datum._source['flow_count']" as: "Flow count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "Frame size (bytes)"}
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+
+ ],
+ mark: {
+ "type": "point",
+ "tooltip": true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["label"]
+ }
+ },
+ encoding: {
+ x: {
+ field: "Frame size (bytes)",
+ type: "quantitative"
+ }
+ y: {
+ field: "Offered load (Mpps)",
+ type: "quantitative"
+ }
+ color: {
+ field: "label", "type": "nominal",
+ "legend": null
+ }
+ shape: {
+ field: "Flow count",
+ type: "nominal"
+ }
+ tooltip: {
+ "field": "Offered load (Mpps)",
+ "type": "quantitative"
+ }
+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json b/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json
new file mode 100644
index 0000000..00b9765
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json
@@ -0,0 +1,115 @@
+{
+ $schema: https: //vega.github.io/schema/vega-lite/v2.json
+ title: "Capacity in Mpps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "theoretical_tx_rate_pps", "rate_pps", "flow_count", "frame_size", "user_label", "type"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+
+ transform: [
+ { calculate: "datum._source['rate_pps'] / 1000000" as: "offered_load_pps"},
+ { calculate: "datum._source['theoretical_tx_rate_pps'] / 1000000" as: "theoretical_tx_rate_pps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ { aggregate: [{op: "max", field: "offered_load_pps", as: "max_offered_load_pps"}, {op: "max", field: "theoretical_tx_rate_pps", as: "theoretical_tx_rate_pps"}], groupby: ["frame_size", "label","flow_count"]}
+
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ layer: [{
+ mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "theoretical_tx_rate_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10} }
+ strokeDash: {"field": "theoretical_tx_rate_pps", "type": "nominal"}
+ tooltip: [{"field": "theoretical_tx_rate_pps", "type": "quantitative", title: "theoretical max capacity"}],
+ color: { "value": "red"}
+ }
+ },{
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+
+ ],mark: {
+ type: "line",
+ tooltip: true,
+ point: true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["Label"]
+ }
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "max_offered_load_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10} }
+ color: {field: "label", "type": "nominal",
+ "legend": null}
+ tooltip: {"field": "max_offered_load_pps", "type": "quantitative"},
+ shape: {field: "flow_count", type: "nominal"}
+ }
+ }
+ ]
+ }
+
+ ]
+} \ No newline at end of file
diff --git a/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json b/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json
new file mode 100644
index 0000000..984a7f4
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json
@@ -0,0 +1,128 @@
+{
+ $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+ title: "Capacity in Mpps - 0,001% loss ratio"
+ data: {
+ url: {
+ %context%: true
+ %timefield%: "@timestamp"
+ index: resu*
+ body: {
+ _source: ["@timestamp", "_source", "rate_pps", "theoretical_tx_rate_pps", "flow_count", "frame_size", "user_label"]
+ },
+ size: 10000
+ },
+ format: { property: "hits.hits" }
+ },
+ transform: [
+ { calculate: "datum._source['rate_pps'] / 1000000" as: "rate_pps"},
+ { calculate: "datum._source['theoretical_tx_rate_pps'] / 1000000" as: "theoretical_tx_rate_pps"},
+ { calculate: "datum._source['flow_count']" as: "flow_count"},
+ { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"}
+ { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+ ],
+ center: true,
+ hconcat: [
+ {
+ width:10,
+ selection: {
+ legendSel: {
+ type: "multi",
+ encodings: [ "color", "shape" ],
+ toggle: "event.shiftKey"
+ }
+ },
+ encoding: {
+ y: {
+ field: "label",
+ type: "nominal",
+ axis: {
+ title: "",
+ domain: false,
+ ticks: false,
+ offset: 10
+ },
+ },
+ color: {
+ condition: {
+ selection: "legendSel",
+ field: "label",
+ type: "nominal",
+ legend: null
+ },
+ value: "lightgrey"
+ }
+ },
+ mark: {
+ type: "square",
+ size: 120,
+ opacity: 1
+ }
+ },
+ {
+ layer: [
+ {
+ mark: {
+ type: "line",
+ tooltip: true
+ },
+ encoding: {
+ x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+ y: { field: "theoretical_tx_rate_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10} }
+ strokeDash: {"field": "theoretical_tx_rate_pps", "type": "nominal"}
+ tooltip: [{"field": "theoretical_tx_rate_pps", "type": "quantitative", title: "theoretical max capacity"}],
+ color: { "value": "red"}
+ }
+ },
+ {
+ width:500,
+ height:280,
+ transform: [
+ {filter: { selection: "legendSel"}}
+ ],
+ mark: {
+ "type": "point",
+ "tooltip": true
+ },
+ selection: {
+ grid: {
+ type: "interval",
+ resolve: "global",
+ bind: "scales",
+ translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+ zoom: "wheel![!event.shiftKey]"
+ },
+ pts: {
+ type: "single",
+ fields: ["label"]
+ }
+ },
+ encoding: {
+ x: {
+ field: "frame_size",
+ title: "Frame size (bytes)",
+ type: "quantitative"
+ }
+ y: {
+ field: "rate_pps",
+ title: "Offered load (Mpps)",
+ type: "quantitative"
+ }
+ color: {
+ field: "label", "type": "nominal",
+ "legend": null
+ }
+ shape: {
+ field: "flow_count",
+ type: "nominal"
+ }
+ tooltip: {
+ "field": "rate_pps",
+ "title": "Offered load (Mpps)",
+ "type": "quantitative"
+ }
+ }
+ }
+ ]
+ }
+ ]
+} \ No newline at end of file