Hi Team ,
If any body can guide what could be the issue
Case-We are trying to extract data from kibana index and plotting a vega-lite bar chart. When we try to apply sort as ascending or descending, the sort works. However when we try to apply custom sort it doesnt work. Any pointers would be really appriciated.
Vega-lite code-
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"data": {
"url": {
"%context%": true,
"%timefield%"": "Timestamp",
"index": "kp3",
"body": {
"size": 10000,
"_source": [
"Algorithm",
"STL Average Throughput",
"Element Type",
"Benchmark output set",
"Total Input Size"
]
}
},
"format": {"property": "hits.hits"}
},
"transform": [
{"filter": {"field": "_source.Algorithm", "equal": "sort"}},
{
"filter": {
"field": "_source.Total Input Size",
"oneOf": ["1", "2", "4", "8"]
}
}
],
"mark": {"type": "bar", "cornerRadius": 5, "tooltip": true},
"encoding": {
"column": {
"field": "_source.Element Type",
"sort": [
"float",
"int",
"int8_t",
"int16_t",
"int32_t",
"int64_t",
"double",
"char"
],
"header": {"orient": "bottom"},
"title": "Element Type"
},
"y": {
"field": "_source.STL Average Throughput",
"aggregate": "mean",
"type": "quantitative",
"axis": {"title": "STL Average Throughput elements/sec", "tickCount": 5},
"scale": {"domain": [1, 100000000000], "type": "log", "base": 10}
},
"x": {"field": "_source.Benchmark data", "type": "nominal", "axis": null},
"color": {"field": "_source.Benchmark data", "legend": null},
"tooltip": [
{
"field": "_source.Element Type",
"type": "nominal",
"title": "Element Type"
},
{
"field": "_source.STL Average Throughput",
"type": "quantitative",
"title": "STL Average Throughput"
},
{"field": "_source.Benchmark data", "type": "nominal", "title": "DataSet"}
]
},
"config": {"view": {"stroke": "transparent"}, "axis": {"grid": false}}
}
Query Response-
{
"took": 5,
"timed_out": false,
"_shards": {
"total": 1,
"successful": 1,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 96,
"max_score": 1,
"hits": [
{
"_index": "kp3",
"_type": "_doc",
"_id": "uK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "1.37744e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "ua1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "1.2419e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "uq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "64",
"STL Average Throughput": "2.82938e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "u61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "sort",
"Total Input Size": "1",
"STL Average Throughput": "2.91381e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "vK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "copy",
"Total Input Size": "64",
"STL Average Throughput": "4.69128e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "va1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "shuffle",
"Total Input Size": "64",
"STL Average Throughput": "3.53722e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "vq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "3.69429e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "v61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "3.31539e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "wK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "64",
"STL Average Throughput": "2.20952e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "wa1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "sort",
"Total Input Size": "4",
"STL Average Throughput": "1.60419e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "wq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "copy",
"Total Input Size": "64",
"STL Average Throughput": "1.32744e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "w61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "shuffle",
"Total Input Size": "64",
"STL Average Throughput": "3.47311e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "xK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "1.46333e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "xa1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "1.3204e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "xq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "64",
"STL Average Throughput": "2.89268e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "x61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "sort",
"Total Input Size": "1",
"STL Average Throughput": "3.01456e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "yK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "copy",
"Total Input Size": "64",
"STL Average Throughput": "5.32498e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "ya1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "shuffle",
"Total Input Size": "64",
"STL Average Throughput": "3.54428e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "yq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "7.40161e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "y61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "6.64026e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "zK1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "64",
"STL Average Throughput": "2.71212e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "za1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "sort",
"Total Input Size": "2",
"STL Average Throughput": "1.78204e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "zq1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "copy",
"Total Input Size": "64",
"STL Average Throughput": "2.66197e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "z61nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int16_t",
"Algorithm": "shuffle",
"Total Input Size": "64",
"STL Average Throughput": "3.55652e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "0K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int32_t",
"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "3.65616e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "0a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int32_t",
"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "3.30972e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "0q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "64",
"STL Average Throughput": "2.22582e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "061nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int32_t",
"Algorithm": "sort",
"Total Input Size": "4",
"STL Average Throughput": "1.60339e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "1K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "copy",
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"STL Average Throughput": "1.17627e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "1a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "shuffle",
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"STL Average Throughput": "3.54918e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "1q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "reduce",
"Total Input Size": "64",
"STL Average Throughput": "1.81446e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "161nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "transform_inplace",
"Total Input Size": "64",
"STL Average Throughput": "1.6189e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "2K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "inclusive_scan_inplace",
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"STL Average Throughput": "1.27968e+09"
}
},
{
"_index": "kp3",
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"STL Average Throughput": "1.39801e+07"
}
},
{
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}
},
{
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}
},
{
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"STL Average Throughput": "9.04844e+08"
}
},
{
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"STL Average Throughput": "3.33026e+09"
}
},
{
"_index": "kp3",
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"_id": "3q1nq34BiqUe-gzj0lNd",
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"Total Input Size": "64",
"STL Average Throughput": "9.06581e+08"
}
},
{
"_index": "kp3",
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"_id": "361nq34BiqUe-gzj0lNd",
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"Total Input Size": "4",
"STL Average Throughput": "1.29818e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "4K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "64",
"STL Average Throughput": "1.33246e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "4a1nq34BiqUe-gzj0lNd",
"_score": 1,
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"Total Input Size": "64",
"STL Average Throughput": "3.30851e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "4q1nq34BiqUe-gzj0lNd",
"_score": 1,
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"STL Average Throughput": "8.42487e+08"
}
},
{
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"STL Average Throughput": "1.63456e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "5K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "64",
"STL Average Throughput": "8.33278e+08"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "5a1nq34BiqUe-gzj0lNd",
"_score": 1,
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"STL Average Throughput": "1.41525e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "5q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "double",
"Algorithm": "copy",
"Total Input Size": "64",
"STL Average Throughput": "6.65124e+08"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "561nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "double",
"Algorithm": "shuffle",
"Total Input Size": "64",
"STL Average Throughput": "3.50793e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "6K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "reduce",
"Total Input Size": "128",
"STL Average Throughput": "1.35692e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "6a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "128",
"STL Average Throughput": "1.19396e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "6q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "128",
"STL Average Throughput": "2.89807e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "661nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "sort",
"Total Input Size": "2",
"STL Average Throughput": "2.97162e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "7K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "copy",
"Total Input Size": "128",
"STL Average Throughput": "5.26502e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "7a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "char",
"Algorithm": "shuffle",
"Total Input Size": "128",
"STL Average Throughput": "2.90245e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "7q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int",
"Algorithm": "reduce",
"Total Input Size": "128",
"STL Average Throughput": "3.42387e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "761nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "128",
"STL Average Throughput": "3.0726e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "8K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "128",
"STL Average Throughput": "2.06799e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "8a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "8",
"STL Average Throughput": "1.47752e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "8q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Total Input Size": "128",
"STL Average Throughput": "1.31408e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "861nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "shuffle",
"Total Input Size": "128",
"STL Average Throughput": "2.82854e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "9K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "reduce",
"Total Input Size": "128",
"STL Average Throughput": "1.38054e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "9a1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "transform_inplace",
"Total Input Size": "128",
"STL Average Throughput": "1.16114e+10"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "9q1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
"Element Type": "int8_t",
"Algorithm": "inclusive_scan_inplace",
"Total Input Size": "128",
"STL Average Throughput": "2.7748e+09"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "961nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "sort",
"Total Input Size": "2",
"STL Average Throughput": "2.95969e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
"_id": "-K1nq34BiqUe-gzj0lNd",
"_score": 1,
"_source": {
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"Algorithm": "copy",
"Total Input Size": "128",
"STL Average Throughput": "5.25404e+09"
}
},
{
"_index": "kp3",
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"_id": "-a1nq34BiqUe-gzj0lNd",
"_score": 1,
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"Total Input Size": "128",
"STL Average Throughput": "2.90639e+07"
}
},
{
"_index": "kp3",
"_type": "_doc",
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"_score": 1,
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"Total Input Size": "128",
"STL Average Throughput": "6.86911e+09"
}
},
{
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