thevar1able/ClickHouse
1
0
Fork 0
mirror of https://github.com/ClickHouse/ClickHouse.git synced 2024-09-20 00:30:49 +00:00
Code Issues Packages Projects Releases Wiki Activity

Return baseline component as fourth array

Browse Source
This commit is contained in:
Bhavna Jindal 2024-01-18 12:08:29 -08:00
parent 790f5890a0
commit c59f3e164f
3 changed files with 19 additions and 7 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

8
docs/en/sql-reference/functions/time-series-functions.md
View File

@ -77,8 +77,8 @@ The number of data points in `series` should be at least twice the value of `per
**Returned value**
- An array of three arrays where the first array include seasonal components, the second array - trend,
and the third array - residue component.
- An array of four arrays where the first array include seasonal components, the second array - trend,
the third array - residue component, and the fourth array - baseline component.
Type: [Array](../../sql-reference/data-types/array.md).
@ -107,6 +107,10 @@ Result:
[
0, 0.0000019073486, -0.0000019073486, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -0.0000019073486, 0,
0
],
[
10.1, 20.449999, 40.340004, 10.100001, 20.45, 40.34, 10.100001, 20.45, 40.34, 10.1, 20.45, 40.34,
10.1, 20.45, 40.34, 10.1, 20.45, 40.34, 10.1, 20.45, 40.34, 10.100002, 20.45, 40.34
]] │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
```

10
src/Functions/seriesDecomposeSTL.cpp
View File

@ -128,6 +128,10 @@ public:
res_data.insert(residue.begin(), residue.end());
res_col_offsets_data.push_back(res_data.size());
// Create Baseline = seasonal + trend
std::transform(seasonal.begin(), seasonal.end(), trend.begin(), std::back_inserter(res_data), std::plus<Float32>());
res_col_offsets_data.push_back(res_data.size());
root_offsets_data.push_back(res_col_offsets->size());
prev_src_offset = curr_offset;
@ -201,7 +205,7 @@ The number of data points in `series` should be at least twice the value of `per
**Returned value**
- An array of three arrays where the first array include seasonal components, the second array - trend, and the third array - residue component.
- An array of four arrays where the first array include seasonal components, the second array - trend, the third array - residue component, and the fourth array - baseline component.
Type: [Array](../../sql-reference/data-types/array.md).
@ -230,6 +234,10 @@ Result:
[
0, 0.0000019073486, -0.0000019073486, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -0.0000019073486, 0,
0
],
[
10.1, 20.449999, 40.340004, 10.100001, 20.45, 40.34, 10.100001, 20.45, 40.34, 10.1, 20.45, 40.34,
10.1, 20.45, 40.34, 10.1, 20.45, 40.34, 10.1, 20.45, 40.34, 10.100002, 20.45, 40.34
]] │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
```)",

8
tests/queries/0_stateless/02813_seriesDecomposeSTL.reference
View File

@ -1,4 +1,4 @@
[[-13.529999,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.530001,-3.18,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1799994,16.71,-13.529999,-3.1799994,16.709997],[23.63,23.63,23.630003,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.630001,23.630001,23.630001,23.630003],[0,0.0000019073486,-0.0000019073486,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-0.0000019073486,0,0]]
[[4.04452e-8,-1.7846537e-8,-5.9488454e-9,0,0,0,0,0,0,-1.9868216e-8,-9.5297715e-8,2.2540547e-9,3.4229203e-8,8.573613e-8],[1.9999999,2,2,2,2,2,2,2,2,2,2,2,1.9999996,1.9999996],[1.1920929e-7,0,0,0,0,0,0,0,0,0,0,0,3.5762787e-7,2.3841858e-7]]
[[-13.529999,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.530001,-3.18,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1799994,16.71,-13.529999,-3.1799994,16.709997],[23.63,23.63,23.630003,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.630001,23.630001,23.630001,23.630003],[0,0.0000019073486,-0.0000019073486,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-0.0000019073486,0,0]]
[[53.946846,-4.8119445,43.525013,-23.71359,-42.472305,-51.636955,-50.458298,-51.982674,37.62072,-15.9006605,56.65076,-5.809669,57.143845,-2.0370207,54.050922,-4.897961,43.954018,-23.808758,-42.651337,-51.86827,-50.709732,-52.18156,37.734905,-15.853402,56.91643,-5.8815174,57.253094,-2.012879,54.157806,-4.9817176,44.384747,-23.902956,-42.830154,-52.10025,-50.96271,-52.3829,37.84573,-15.81032,57.177113,-5.958963,57.356136,-1.9952412,54.27533,-5.066312,44.878296,-23.956438,-42.993656,-52.337124,-51.208073,-52.615646,37.91102,-15.8062525,57.49891,-6.056076,57.45604,-1.9797823,54.39525,-5.1483474,45.374573],[88.028534,88.95315,89.87776,90.802376,91.64913,92.49588,93.342636,94.19737,95.0521,95.90684,96.712975,97.51912,98.32526,98.36342,98.40158,98.43974,98.36777,98.29579,98.223816,98.536446,98.849075,99.161705,99.7552,100.348694,100.94219,101.53184,102.12149,102.711136,103.79921,104.88729,105.975365,107.50462,109.033875,110.56313,111.79767,113.032196,114.26673,115.02128,115.775826,116.53037,117.15541,117.78044,118.40548,118.86489,119.3243,119.783714,120.04031,120.29691,120.55351,120.78621,121.01891,121.25161,121.533585,121.81555,122.09753,122.41821,122.7389,123.059586,123.39267],[-2.97538,2.8587952,-23.402771,0.91121674,4.8231735,9.141075,8.115662,10.785301,0.32717896,5.99382,-12.363731,5.29055,0.53089905,-2.3264008,-3.4524994,1.4582214,-2.321785,2.51297,5.4275208,3.3318253,5.8606567,0.019859314,-4.4901123,-12.495293,-5.8586197,-1.650322,-11.374588,4.3017426,4.042984,1.094429,9.639885,3.3983307,-3.20372,-5.462883,-5.834961,-6.649292,-1.1124649,3.7890396,16.047066,-2.5714111,8.488449,-2.785202,2.319191,-0.79857635,13.797401,-5.827278,-6.0466614,-5.9597855,-7.3454437,-3.1705627,6.0700684,3.5546417,1.9675064,-0.7594757,2.446434,0.5615692,0.86585236,-3.9112396,1.2327576]]
[[-13.529999,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.530001,-3.18,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1799994,16.71,-13.529999,-3.1799994,16.709997],[23.63,23.63,23.630003,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.630001,23.630001,23.630001,23.630003],[0,0.0000019073486,-0.0000019073486,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-0.0000019073486,0,0],[10.1,20.449999,40.340004,10.100001,20.45,40.34,10.100001,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.100002,20.45,40.34]]
[[4.04452e-8,-1.7846537e-8,-5.9488454e-9,0,0,0,0,0,0,-1.9868216e-8,-9.5297715e-8,2.2540547e-9,3.4229203e-8,8.573613e-8],[1.9999999,2,2,2,2,2,2,2,2,2,2,2,1.9999996,1.9999996],[1.1920929e-7,0,0,0,0,0,0,0,0,0,0,0,3.5762787e-7,2.3841858e-7],[1.9999999,2,2,2,2,2,2,2,2,2,1.9999999,2,1.9999996,1.9999998]]
[[-13.529999,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.53,-3.1799996,16.71,-13.530001,-3.18,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1800003,16.710001,-13.530001,-3.1799994,16.71,-13.529999,-3.1799994,16.709997],[23.63,23.63,23.630003,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.63,23.630001,23.630001,23.630001,23.630001,23.630001,23.630003],[0,0.0000019073486,-0.0000019073486,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-0.0000019073486,0,0],[10.1,20.449999,40.340004,10.100001,20.45,40.34,10.100001,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.1,20.45,40.34,10.100002,20.45,40.34]]
[[53.946846,-4.8119445,43.525013,-23.71359,-42.472305,-51.636955,-50.458298,-51.982674,37.62072,-15.9006605,56.65076,-5.809669,57.143845,-2.0370207,54.050922,-4.897961,43.954018,-23.808758,-42.651337,-51.86827,-50.709732,-52.18156,37.734905,-15.853402,56.91643,-5.8815174,57.253094,-2.012879,54.157806,-4.9817176,44.384747,-23.902956,-42.830154,-52.10025,-50.96271,-52.3829,37.84573,-15.81032,57.177113,-5.958963,57.356136,-1.9952412,54.27533,-5.066312,44.878296,-23.956438,-42.993656,-52.337124,-51.208073,-52.615646,37.91102,-15.8062525,57.49891,-6.056076,57.45604,-1.9797823,54.39525,-5.1483474,45.374573],[88.028534,88.95315,89.87776,90.802376,91.64913,92.49588,93.342636,94.19737,95.0521,95.90684,96.712975,97.51912,98.32526,98.36342,98.40158,98.43974,98.36777,98.29579,98.223816,98.536446,98.849075,99.161705,99.7552,100.348694,100.94219,101.53184,102.12149,102.711136,103.79921,104.88729,105.975365,107.50462,109.033875,110.56313,111.79767,113.032196,114.26673,115.02128,115.775826,116.53037,117.15541,117.78044,118.40548,118.86489,119.3243,119.783714,120.04031,120.29691,120.55351,120.78621,121.01891,121.25161,121.533585,121.81555,122.09753,122.41821,122.7389,123.059586,123.39267],[-2.97538,2.8587952,-23.402771,0.91121674,4.8231735,9.141075,8.115662,10.785301,0.32717896,5.99382,-12.363731,5.29055,0.53089905,-2.3264008,-3.4524994,1.4582214,-2.321785,2.51297,5.4275208,3.3318253,5.8606567,0.019859314,-4.4901123,-12.495293,-5.8586197,-1.650322,-11.374588,4.3017426,4.042984,1.094429,9.639885,3.3983307,-3.20372,-5.462883,-5.834961,-6.649292,-1.1124649,3.7890396,16.047066,-2.5714111,8.488449,-2.785202,2.319191,-0.79857635,13.797401,-5.827278,-6.0466614,-5.9597855,-7.3454437,-3.1705627,6.0700684,3.5546417,1.9675064,-0.7594757,2.446434,0.5615692,0.86585236,-3.9112396,1.2327576],[141.97537,84.141205,133.40277,67.08878,49.176826,40.858925,42.88434,42.2147,132.67282,80.00618,153.36374,91.70945,155.4691,96.3264,152.4525,93.54178,142.32178,74.48703,55.57248,46.668175,48.139343,46.980145,137.49011,84.49529,157.85863,95.65032,159.37459,100.69826,157.95702,99.90557,150.3601,83.60167,66.20372,58.462883,60.834957,60.649296,152.11246,99.21096,172.95294,110.57141,174.51155,115.7852,172.68082,113.79858,164.2026,95.82728,77.04666,67.95979,69.34544,68.17056,158.92993,105.44536,179.0325,115.759476,179.55356,120.43843,177.13416,117.91124,168.76724]]