From 1086045f86e41d10bcb711b220ffaa560c2b41e7 Mon Sep 17 00:00:00 2001 From: Jerome Alperovitch Date: Fri, 5 Aug 2022 17:35:43 +0200 Subject: [PATCH] Added spectral representation (#2) * Add files via upload * Create fft1.json Signed-off-by: Jerome Alperovitch * Add files via upload * Update README.md Signed-off-by: Jerome Alperovitch * Add files via upload * Add files via upload * Delete fft1.png Signed-off-by: Jerome Alperovitch * Add files via upload * Update README.md Signed-off-by: Jerome Alperovitch --- visualizations/README.md | 6 +- visualizations/fft1.json | 151 +++++++++++++++++++++++++++++++++++++++ visualizations/fft1.png | Bin 0 -> 72224 bytes 3 files changed, 154 insertions(+), 3 deletions(-) create mode 100644 visualizations/fft1.json create mode 100644 visualizations/fft1.png diff --git a/visualizations/README.md b/visualizations/README.md index f6f7e53..8ee1399 100644 --- a/visualizations/README.md +++ b/visualizations/README.md @@ -31,9 +31,9 @@ To configure a visualization: # Gallery | | | | -| --- | --- | --- | -| ![gauge1](gauge1.png) | | | -| [A simple gauge](./gauge1.json) | | | +| :---: | :---: | :---: | +| ![gauge1](gauge1.png) | ![fft1](fft1.png) | | +| [Simple gauge](./gauge1.json) | [Spectral representation](./fft1.json) | | # Contributing diff --git a/visualizations/fft1.json b/visualizations/fft1.json new file mode 100644 index 0000000..eace052 --- /dev/null +++ b/visualizations/fft1.json @@ -0,0 +1,151 @@ +{ + "$schema": "https://vega.github.io/schema/vega-lite/v5.json", + "data": { + "url": { + "%context%": true, + "%timefield%": "ts_beg", + "index": "model_fft", + "body": { + "aggs": { + "f": { + "filter": { + "nested": { + "path": "fft_property", + "query": { + "exists": { + "field": "fft_property" + } + } + } + }, + "aggs": { + "time_buckets": { + "top_hits": { + "sort": [ + {"ts_beg": {"order": "desc"}} + ], + "_source": { + "includes": [ + "ts_beg", + "fft_property" + ] + }, + "size": 1 + } + } + } + } + }, + "size": 0 + } + }, + "format": { + "property": "aggregations.f.time_buckets.hits.hits" + } + }, + "transform": [ + { + "calculate": "datum._source.fft_property.spectrum", + "as": "hits" + }, + {"flatten": ["hits"], "as": ["spectrum"]}, + { + "calculate": "datum.spectrum.magnitude", + "as": "magnitude" + }, + { + "calculate": "datum.spectrum.frequency", + "as": "frequency" + }, + { + "window": [{"op": "rank", "as": "rank"}], + "sort": [ + {"field": "frequency", "order": "ascending"} + ] + }, + { + "joinaggregate": [ + {"op": "max", "field": "rank", "as": "maxrank"} + ] + }, + { + "calculate": "2*datum.spectrum.magnitude/(2*datum.maxrank-1)", + "as": "magnitude" + }, + {"filter": "datum.frequency >0"} + ], + "encoding": { + "x": { + "field": "frequency", + "title": "Frequency (Hz)", + "type": "quantitative", + "scale": {"domainMin": 0} + } + }, + "layer": [ + { + "mark": { + "type": "line", + "width": 3, + "color": "darkorange" + }, + "encoding": { + "y": { + "field": "magnitude", + "title": "Amplitude", + "type": "quantitative", + "scale": {"type": "log"} + } + }, + "params": [ + { + "name": "grid", + "select": { + "type": "interval", + "encodings": ["x"] + }, + "bind": "scales" + } + ] + }, + { + "mark": {"type": "rule"}, + "encoding": { + "opacity": { + "condition": { + "value": 1, + "param": "hover", + "empty": false + }, + "value": 0 + }, + "tooltip": [ + { + "field": "frequency", + "type": "quantitative", + "format": ".5f", + "title": "Frequency (Hz)" + }, + { + "field": "magnitude", + "type": "quantitative", + "format": ".4f", + "title": "Amplitude" + } + ] + }, + "params": [ + { + "name": "hover", + "select": { + "type": "point", + "fields": ["frequency"], + "nearest": true, + "on": "mouseover", + "clear": "mouseout" + } + } + ] + } + ] +} diff --git a/visualizations/fft1.png b/visualizations/fft1.png new file mode 100644 index 0000000000000000000000000000000000000000..e383105fb304f6769d38ee0e51738f0fe2a02c41 GIT binary patch literal 72224 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