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[WIP] Python Initial Unit Testing and Bindings #18

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merged 8 commits into from
Sep 5, 2019

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thomcom
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@thomcom thomcom commented Sep 4, 2019

This PR makes the initial bindings adjustments so that python demos and tests work with branch-0.10 of cuspatial.

Create 18 unit tests that test

  • hausdorff distance
  • haversine distance
  • lonlat2coord
  • pip

They have all been updated to take and return Series objects instead of Column.

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Good work on the pytests. Thoughts on removing the "toy" tests or merging them into the pytests you wrote? I commented on renaming them before I saw your comprehensive test_*.py files.

@@ -16,94 +16,101 @@
import cuspatial.bindings.spatial as gis
import cuspatial.bindings.soa_readers as readers

data_dir="/home/jianting/trajcode/"
data_set="locust256"
data_dir = "/home/jianting/trajcode/"
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Let's remove personal home directories from our released code. We need to figure out a dataset that's small enough (a few kb) to ship with cuspatial for testing.

#scipy_res='scipyres.mat'
#cuspatial_res='cuspatialres.mat'
#if(len(sys.argv)>=2):
# scipy_res='scipyres.mat'
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Delete commented out code?

@@ -5,12 +5,12 @@

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Let's remove the word "toy" from all tests and filenames. Unit tests are not toys. :)

Also rename all pytests to match cudf pytest naming standard: test_name.py rather than name_test.py (better for lexicographical ordering).

trajectory as the second cluster.

To run the demo, first install scipy and scikit-learn
by "conda install -c conda-forge scipy scikit-learn" under cudf_dev environment
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Is this docstring correct and appropriate? We shouldn't need to conda install anything not already in the environment to run unit tests -- needs to run in CI.

from cudf.core import column
import cuspatial.bindings.spatial as gis

def test_zeros():
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Ahhh, these tests are much more comprehensive than the "_toy" ones. Good work. Do you think we should just delete the _toy ones?

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harrism commented Sep 5, 2019

Approving for now. More purest cleanup in a followup.

@harrism harrism merged commit 46f7c21 into rapidsai:branch-0.10 Sep 5, 2019
@thomcom thomcom deleted the python-initial-code branch July 29, 2022 17:26
rapids-bot bot pushed a commit that referenced this pull request Mar 29, 2023
Fixes #1017. 

Reduces C++ gtest total time (on my PC) from 47.9 seconds to 20.08 seconds.

Several tests were running large datasets and combinations of size parameters that would be better to run as benchmarks rather than gtests. Reducing these by a factor of 10-100 saves a lot of development time and still exercises the code. In the case of `HausdorffTest/1.10000Spaces10Points (4850 ms)`, reducing it to 1000 spaces, 10 points reduced the time by nearly 100x, likely because it's $O(N^2)$. 

I modified any test that used close to 1s or more total time, since most column-API tests use under that, and most header-only tests use under 0.2s. 


| Test | Time Before (s) | Time After (s)  | Speedup |
|---|---|---|---|
| DERIVE_TRAJECTORIES_TEST_EXP | 14.49 | 0.27 | 53.7x |
| HAUSDORFF_TEST_EXP | 9.21 | 0.26 | 35.4x |
| UTILITY_TEST | 1.86 | 0.30 | 6.2x |
|  POINT_BOUNDING_BOXES_TEST_EXP | 1.35 | 0.15 | 9x |
| TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP | 0.80 | 0.13 | 6.2x |
| TOTAL | 47.9 | 20.08 | 2.4x |


Before:

```
(rapids) coder ➜ ~/cuspatial/cpp/build/release $ ninja test
[0/1] Running tests...
Test project /home/coder/cuspatial/cpp/build/release
      Start  1: SINUSOIDAL_PROJECTION_TEST
 1/45 Test  #1: SINUSOIDAL_PROJECTION_TEST .................   Passed    0.81 sec
      Start  2: HAVERSINE_TEST
 2/45 Test  #2: HAVERSINE_TEST .............................   Passed    0.77 sec
      Start  3: HAUSDORFF_TEST
 3/45 Test  #3: HAUSDORFF_TEST .............................   Passed    0.75 sec
      Start  4: JOIN_POINT_TO_LINESTRING_SMALL_TEST
 4/45 Test  #4: JOIN_POINT_TO_LINESTRING_SMALL_TEST ........   Passed    0.73 sec
      Start  5: JOIN_POINT_IN_POLYGON_TEST
 5/45 Test  #5: JOIN_POINT_IN_POLYGON_TEST .................   Passed    0.79 sec
      Start  6: POINT_IN_POLYGON_TEST
 6/45 Test  #6: POINT_IN_POLYGON_TEST ......................   Passed    0.80 sec
      Start  7: PAIRWISE_POINT_IN_POLYGON_TEST
 7/45 Test  #7: PAIRWISE_POINT_IN_POLYGON_TEST .............   Passed    0.76 sec
      Start  8: POINT_QUADTREE_TEST
 8/45 Test  #8: POINT_QUADTREE_TEST ........................   Passed    0.76 sec
      Start  9: LINESTRING_BOUNDING_BOXES_TEST
 9/45 Test  #9: LINESTRING_BOUNDING_BOXES_TEST .............   Passed    0.76 sec
      Start 10: POLYGON_BOUNDING_BOXES_TEST
10/45 Test #10: POLYGON_BOUNDING_BOXES_TEST ................   Passed    0.80 sec
      Start 11: POINT_DISTANCE_TEST
11/45 Test #11: POINT_DISTANCE_TEST ........................   Passed    0.79 sec
      Start 12: POINT_LINESTRING_DISTANCE_TEST
12/45 Test #12: POINT_LINESTRING_DISTANCE_TEST .............   Passed    0.78 sec
      Start 13: LINESTRING_DISTANCE_TEST
13/45 Test #13: LINESTRING_DISTANCE_TEST ...................   Passed    0.78 sec
      Start 14: POINT_POLYGON_DISTANCE_TEST
14/45 Test #14: POINT_POLYGON_DISTANCE_TEST ................   Passed    0.76 sec
      Start 15: LINESTRING_INTERSECTION_TEST
15/45 Test #15: LINESTRING_INTERSECTION_TEST ...............   Passed    0.83 sec
      Start 16: POINT_LINESTRING_NEAREST_POINT_TEST
16/45 Test #16: POINT_LINESTRING_NEAREST_POINT_TEST ........   Passed    0.77 sec
      Start 17: QUADTREE_POLYGON_FILTERING_TEST
17/45 Test #17: QUADTREE_POLYGON_FILTERING_TEST ............   Passed    0.79 sec
      Start 18: QUADTREE_LINESTRING_FILTERING_TEST
18/45 Test #18: QUADTREE_LINESTRING_FILTERING_TEST .........   Passed    0.76 sec
      Start 19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST
19/45 Test #19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST .......   Passed    0.79 sec
      Start 20: DERIVE_TRAJECTORIES_TEST
20/45 Test #20: DERIVE_TRAJECTORIES_TEST ...................   Passed    0.76 sec
      Start 21: TRAJECTORY_BOUNDING_BOXES_TEST
21/45 Test #21: TRAJECTORY_BOUNDING_BOXES_TEST .............   Passed    0.75 sec
      Start 22: SPATIAL_WINDOW_POINT_TEST
22/45 Test #22: SPATIAL_WINDOW_POINT_TEST ..................   Passed    0.75 sec
      Start 23: UTILITY_TEST
23/45 Test #23: UTILITY_TEST ...............................   Passed    1.86 sec
      Start 24: HAVERSINE_TEST_EXP
24/45 Test #24: HAVERSINE_TEST_EXP .........................   Passed    0.14 sec
      Start 25: POINT_DISTANCE_TEST_EXP
25/45 Test #25: POINT_DISTANCE_TEST_EXP ....................   Passed    0.11 sec
      Start 26: POINT_LINESTRING_DISTANCE_TEST_EXP
26/45 Test #26: POINT_LINESTRING_DISTANCE_TEST_EXP .........   Passed    0.11 sec
      Start 27: POINT_POLYGON_DISTANCE_TEST_EXP
27/45 Test #27: POINT_POLYGON_DISTANCE_TEST_EXP ............   Passed    0.13 sec
      Start 28: HAUSDORFF_TEST_EXP
28/45 Test #28: HAUSDORFF_TEST_EXP .........................   Passed    9.21 sec
      Start 29: LINESTRING_DISTANCE_TEST_EXP
29/45 Test #29: LINESTRING_DISTANCE_TEST_EXP ...............   Passed    0.17 sec
      Start 30: LINESTRING_INTERSECTION_TEST_EXP
30/45 Test #30: LINESTRING_INTERSECTION_TEST_EXP ...........   Passed    0.19 sec
      Start 31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP
31/45 Test #31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP ....   Passed    0.12 sec
      Start 32: SINUSOIDAL_PROJECTION_TEST_EXP
32/45 Test #32: SINUSOIDAL_PROJECTION_TEST_EXP .............   Passed    0.12 sec
      Start 33: POINTS_IN_RANGE_TEST_EXP
33/45 Test #33: POINTS_IN_RANGE_TEST_EXP ...................   Passed    0.11 sec
      Start 34: POINT_IN_POLYGON_TEST_EXP
34/45 Test #34: POINT_IN_POLYGON_TEST_EXP ..................   Passed    0.12 sec
      Start 35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP
35/45 Test #35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP .........   Passed    0.11 sec
      Start 36: DERIVE_TRAJECTORIES_TEST_EXP
36/45 Test #36: DERIVE_TRAJECTORIES_TEST_EXP ...............   Passed   14.49 sec
      Start 37: POINT_BOUNDING_BOXES_TEST_EXP
37/45 Test #37: POINT_BOUNDING_BOXES_TEST_EXP ..............   Passed    1.35 sec
      Start 38: POLYGON_BOUNDING_BOXES_TEST_EXP
38/45 Test #38: POLYGON_BOUNDING_BOXES_TEST_EXP ............   Passed    0.11 sec
      Start 39: LINESTRING_BOUNDING_BOXES_TEST_EXP
39/45 Test #39: LINESTRING_BOUNDING_BOXES_TEST_EXP .........   Passed    0.11 sec
      Start 40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP
40/45 Test #40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP ...   Passed    0.80 sec
      Start 41: POINT_QUADTREE_TEST_EXP
41/45 Test #41: POINT_QUADTREE_TEST_EXP ....................   Passed    0.12 sec
      Start 42: OPERATOR_TEST_EXP
42/45 Test #42: OPERATOR_TEST_EXP ..........................   Passed    0.14 sec
      Start 43: FIND_TEST_EXP
43/45 Test #43: FIND_TEST_EXP ..............................   Passed    0.13 sec
      Start 44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP
44/45 Test #44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP .......   Passed    0.11 sec
      Start 45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP
45/45 Test #45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP .......   Passed    0.13 sec

100% tests passed, 0 tests failed out of 45

Total Test time (real) =  47.07 sec
```

After:

```
(rapids) coder ➜ ~/cuspatial/cpp/build/release $ ninja test
[0/1] Running tests...
Test project /home/coder/cuspatial/cpp/build/release
      Start  1: SINUSOIDAL_PROJECTION_TEST
 1/45 Test  #1: SINUSOIDAL_PROJECTION_TEST .................   Passed    0.78 sec
      Start  2: HAVERSINE_TEST
 2/45 Test  #2: HAVERSINE_TEST .............................   Passed    0.75 sec
      Start  3: HAUSDORFF_TEST
 3/45 Test  #3: HAUSDORFF_TEST .............................   Passed    0.74 sec
      Start  4: JOIN_POINT_TO_LINESTRING_SMALL_TEST
 4/45 Test  #4: JOIN_POINT_TO_LINESTRING_SMALL_TEST ........   Passed    0.77 sec
      Start  5: JOIN_POINT_IN_POLYGON_TEST
 5/45 Test  #5: JOIN_POINT_IN_POLYGON_TEST .................   Passed    0.76 sec
      Start  6: POINT_IN_POLYGON_TEST
 6/45 Test  #6: POINT_IN_POLYGON_TEST ......................   Passed    0.78 sec
      Start  7: PAIRWISE_POINT_IN_POLYGON_TEST
 7/45 Test  #7: PAIRWISE_POINT_IN_POLYGON_TEST .............   Passed    0.74 sec
      Start  8: POINT_QUADTREE_TEST
 8/45 Test  #8: POINT_QUADTREE_TEST ........................   Passed    0.75 sec
      Start  9: LINESTRING_BOUNDING_BOXES_TEST
 9/45 Test  #9: LINESTRING_BOUNDING_BOXES_TEST .............   Passed    0.75 sec
      Start 10: POLYGON_BOUNDING_BOXES_TEST
10/45 Test #10: POLYGON_BOUNDING_BOXES_TEST ................   Passed    0.73 sec
      Start 11: POINT_DISTANCE_TEST
11/45 Test #11: POINT_DISTANCE_TEST ........................   Passed    0.73 sec
      Start 12: POINT_LINESTRING_DISTANCE_TEST
12/45 Test #12: POINT_LINESTRING_DISTANCE_TEST .............   Passed    0.74 sec
      Start 13: LINESTRING_DISTANCE_TEST
13/45 Test #13: LINESTRING_DISTANCE_TEST ...................   Passed    0.76 sec
      Start 14: POINT_POLYGON_DISTANCE_TEST
14/45 Test #14: POINT_POLYGON_DISTANCE_TEST ................   Passed    0.76 sec
      Start 15: LINESTRING_INTERSECTION_TEST
15/45 Test #15: LINESTRING_INTERSECTION_TEST ...............   Passed    0.78 sec
      Start 16: POINT_LINESTRING_NEAREST_POINT_TEST
16/45 Test #16: POINT_LINESTRING_NEAREST_POINT_TEST ........   Passed    0.77 sec
      Start 17: QUADTREE_POLYGON_FILTERING_TEST
17/45 Test #17: QUADTREE_POLYGON_FILTERING_TEST ............   Passed    0.75 sec
      Start 18: QUADTREE_LINESTRING_FILTERING_TEST
18/45 Test #18: QUADTREE_LINESTRING_FILTERING_TEST .........   Passed    0.77 sec
      Start 19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST
19/45 Test #19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST .......   Passed    0.74 sec
      Start 20: DERIVE_TRAJECTORIES_TEST
20/45 Test #20: DERIVE_TRAJECTORIES_TEST ...................   Passed    0.75 sec
      Start 21: TRAJECTORY_BOUNDING_BOXES_TEST
21/45 Test #21: TRAJECTORY_BOUNDING_BOXES_TEST .............   Passed    0.74 sec
      Start 22: SPATIAL_WINDOW_POINT_TEST
22/45 Test #22: SPATIAL_WINDOW_POINT_TEST ..................   Passed    0.75 sec
      Start 23: UTILITY_TEST
23/45 Test #23: UTILITY_TEST ...............................   Passed    0.30 sec
      Start 24: HAVERSINE_TEST_EXP
24/45 Test #24: HAVERSINE_TEST_EXP .........................   Passed    0.12 sec
      Start 25: POINT_DISTANCE_TEST_EXP
25/45 Test #25: POINT_DISTANCE_TEST_EXP ....................   Passed    0.12 sec
      Start 26: POINT_LINESTRING_DISTANCE_TEST_EXP
26/45 Test #26: POINT_LINESTRING_DISTANCE_TEST_EXP .........   Passed    0.12 sec
      Start 27: POINT_POLYGON_DISTANCE_TEST_EXP
27/45 Test #27: POINT_POLYGON_DISTANCE_TEST_EXP ............   Passed    0.13 sec
      Start 28: HAUSDORFF_TEST_EXP
28/45 Test #28: HAUSDORFF_TEST_EXP .........................   Passed    0.26 sec
      Start 29: LINESTRING_DISTANCE_TEST_EXP
29/45 Test #29: LINESTRING_DISTANCE_TEST_EXP ...............   Passed    0.14 sec
      Start 30: LINESTRING_INTERSECTION_TEST_EXP
30/45 Test #30: LINESTRING_INTERSECTION_TEST_EXP ...........   Passed    0.19 sec
      Start 31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP
31/45 Test #31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP ....   Passed    0.11 sec
      Start 32: SINUSOIDAL_PROJECTION_TEST_EXP
32/45 Test #32: SINUSOIDAL_PROJECTION_TEST_EXP .............   Passed    0.11 sec
      Start 33: POINTS_IN_RANGE_TEST_EXP
33/45 Test #33: POINTS_IN_RANGE_TEST_EXP ...................   Passed    0.13 sec
      Start 34: POINT_IN_POLYGON_TEST_EXP
34/45 Test #34: POINT_IN_POLYGON_TEST_EXP ..................   Passed    0.11 sec
      Start 35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP
35/45 Test #35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP .........   Passed    0.14 sec
      Start 36: DERIVE_TRAJECTORIES_TEST_EXP
36/45 Test #36: DERIVE_TRAJECTORIES_TEST_EXP ...............   Passed    0.27 sec
      Start 37: POINT_BOUNDING_BOXES_TEST_EXP
37/45 Test #37: POINT_BOUNDING_BOXES_TEST_EXP ..............   Passed    0.15 sec
      Start 38: POLYGON_BOUNDING_BOXES_TEST_EXP
38/45 Test #38: POLYGON_BOUNDING_BOXES_TEST_EXP ............   Passed    0.13 sec
      Start 39: LINESTRING_BOUNDING_BOXES_TEST_EXP
39/45 Test #39: LINESTRING_BOUNDING_BOXES_TEST_EXP .........   Passed    0.12 sec
      Start 40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP
40/45 Test #40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP ...   Passed    0.13 sec
      Start 41: POINT_QUADTREE_TEST_EXP
41/45 Test #41: POINT_QUADTREE_TEST_EXP ....................   Passed    0.14 sec
      Start 42: OPERATOR_TEST_EXP
42/45 Test #42: OPERATOR_TEST_EXP ..........................   Passed    0.14 sec
      Start 43: FIND_TEST_EXP
43/45 Test #43: FIND_TEST_EXP ..............................   Passed    0.15 sec
      Start 44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP
44/45 Test #44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP .......   Passed    0.12 sec
      Start 45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP
45/45 Test #45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP .......   Passed    0.13 sec

100% tests passed, 0 tests failed out of 45

Total Test time (real) =  20.08 sec
```

Authors:
  - Mark Harris (https://github.com/harrism)

Approvers:
  - Michael Wang (https://github.com/isVoid)
  - Paul Taylor (https://github.com/trxcllnt)

URL: #1018
msadang pushed a commit that referenced this pull request Mar 30, 2023
* Implement `geom_equals` and binary predicates that depend only on it. (#926)

This PR implements binary predicates that depend only on equality, which is implemented here using columnar comparison in python.

I'm playing with benchmarks of this feature now. On only Point geometries, we begin to outperform geopandas at 50k points, with 60x performance at 10m points.

Authors:
  - H. Thomson Comer (https://github.com/thomcom)

Approvers:
  - Michael Wang (https://github.com/isVoid)

URL: #926

* Add python API `pairwise_point_polygon_distance` (#988)

This PR closes #756 , add `pairwise_point_polygon_distance` for python.

Depend on #984 #976

Authors:
  - Michael Wang (https://github.com/isVoid)

Approvers:
  - H. Thomson Comer (https://github.com/thomcom)

URL: #988

* Add `dependency-file-generator` as `pre-commit` hook (#1008)

Similarly to these [cudf](rapidsai/cudf#12819) and [cuml](rapidsai/cuml#5246) PRs, this PR adds an entry to `.pre-commit-config.yaml` to run the [dependency-file-generator](https://github.com/rapidsai/dependency-file-generator).

It also adds an argument to the `rapidsai/shared-action-workflows/.github/workflows/checks.yaml` shared workflow to disable the `dependency-file-generator` from running in that shared workflow. This avoids having the `dependency-file-generator` run in two places since pre-commit is run in CI [here](https://github.com/rapidsai/cuspatial/blob/branch-23.04/ci/check_style.sh#L23).

Authors:
  - AJ Schmidt (https://github.com/ajschmidt8)

Approvers:
  - Ray Douglass (https://github.com/raydouglass)

URL: #1008

* Add ZipCode Counting Notebook (#919)

This PR adds a notebook that demonstrate the use of quadtree PiP with a custom `QuadTree` structure and joins dataframe. We can use this PR to discuss the possibility of adding the custom structure to the codebase.

This also updates the dependency list to include notebook environment in "all" targeted conda envs.

Authors:
  - Michael Wang (https://github.com/isVoid)

Approvers:
  - H. Thomson Comer (https://github.com/thomcom)
  - Mark Harris (https://github.com/harrism)
  - AJ Schmidt (https://github.com/ajschmidt8)

URL: #919

* Header-only `quadtree_point_in_polygon` (#979)

Closes #985 

Also contains cleanup of docs for other spatial join functions, correct ordering of stream and MR parameters, and adds missing C++17 property from tests cmake configuration.

Authors:
  - Mark Harris (https://github.com/harrism)

Approvers:
  - Michael Wang (https://github.com/isVoid)
  - Paul Taylor (https://github.com/trxcllnt)

URL: #979

* Reduce gtest times (#1018)

Fixes #1017. 

Reduces C++ gtest total time (on my PC) from 47.9 seconds to 20.08 seconds.

Several tests were running large datasets and combinations of size parameters that would be better to run as benchmarks rather than gtests. Reducing these by a factor of 10-100 saves a lot of development time and still exercises the code. In the case of `HausdorffTest/1.10000Spaces10Points (4850 ms)`, reducing it to 1000 spaces, 10 points reduced the time by nearly 100x, likely because it's $O(N^2)$. 

I modified any test that used close to 1s or more total time, since most column-API tests use under that, and most header-only tests use under 0.2s. 


| Test | Time Before (s) | Time After (s)  | Speedup |
|---|---|---|---|
| DERIVE_TRAJECTORIES_TEST_EXP | 14.49 | 0.27 | 53.7x |
| HAUSDORFF_TEST_EXP | 9.21 | 0.26 | 35.4x |
| UTILITY_TEST | 1.86 | 0.30 | 6.2x |
|  POINT_BOUNDING_BOXES_TEST_EXP | 1.35 | 0.15 | 9x |
| TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP | 0.80 | 0.13 | 6.2x |
| TOTAL | 47.9 | 20.08 | 2.4x |


Before:

```
(rapids) coder ➜ ~/cuspatial/cpp/build/release $ ninja test
[0/1] Running tests...
Test project /home/coder/cuspatial/cpp/build/release
      Start  1: SINUSOIDAL_PROJECTION_TEST
 1/45 Test  #1: SINUSOIDAL_PROJECTION_TEST .................   Passed    0.81 sec
      Start  2: HAVERSINE_TEST
 2/45 Test  #2: HAVERSINE_TEST .............................   Passed    0.77 sec
      Start  3: HAUSDORFF_TEST
 3/45 Test  #3: HAUSDORFF_TEST .............................   Passed    0.75 sec
      Start  4: JOIN_POINT_TO_LINESTRING_SMALL_TEST
 4/45 Test  #4: JOIN_POINT_TO_LINESTRING_SMALL_TEST ........   Passed    0.73 sec
      Start  5: JOIN_POINT_IN_POLYGON_TEST
 5/45 Test  #5: JOIN_POINT_IN_POLYGON_TEST .................   Passed    0.79 sec
      Start  6: POINT_IN_POLYGON_TEST
 6/45 Test  #6: POINT_IN_POLYGON_TEST ......................   Passed    0.80 sec
      Start  7: PAIRWISE_POINT_IN_POLYGON_TEST
 7/45 Test  #7: PAIRWISE_POINT_IN_POLYGON_TEST .............   Passed    0.76 sec
      Start  8: POINT_QUADTREE_TEST
 8/45 Test  #8: POINT_QUADTREE_TEST ........................   Passed    0.76 sec
      Start  9: LINESTRING_BOUNDING_BOXES_TEST
 9/45 Test  #9: LINESTRING_BOUNDING_BOXES_TEST .............   Passed    0.76 sec
      Start 10: POLYGON_BOUNDING_BOXES_TEST
10/45 Test #10: POLYGON_BOUNDING_BOXES_TEST ................   Passed    0.80 sec
      Start 11: POINT_DISTANCE_TEST
11/45 Test #11: POINT_DISTANCE_TEST ........................   Passed    0.79 sec
      Start 12: POINT_LINESTRING_DISTANCE_TEST
12/45 Test #12: POINT_LINESTRING_DISTANCE_TEST .............   Passed    0.78 sec
      Start 13: LINESTRING_DISTANCE_TEST
13/45 Test #13: LINESTRING_DISTANCE_TEST ...................   Passed    0.78 sec
      Start 14: POINT_POLYGON_DISTANCE_TEST
14/45 Test #14: POINT_POLYGON_DISTANCE_TEST ................   Passed    0.76 sec
      Start 15: LINESTRING_INTERSECTION_TEST
15/45 Test #15: LINESTRING_INTERSECTION_TEST ...............   Passed    0.83 sec
      Start 16: POINT_LINESTRING_NEAREST_POINT_TEST
16/45 Test #16: POINT_LINESTRING_NEAREST_POINT_TEST ........   Passed    0.77 sec
      Start 17: QUADTREE_POLYGON_FILTERING_TEST
17/45 Test #17: QUADTREE_POLYGON_FILTERING_TEST ............   Passed    0.79 sec
      Start 18: QUADTREE_LINESTRING_FILTERING_TEST
18/45 Test #18: QUADTREE_LINESTRING_FILTERING_TEST .........   Passed    0.76 sec
      Start 19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST
19/45 Test #19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST .......   Passed    0.79 sec
      Start 20: DERIVE_TRAJECTORIES_TEST
20/45 Test #20: DERIVE_TRAJECTORIES_TEST ...................   Passed    0.76 sec
      Start 21: TRAJECTORY_BOUNDING_BOXES_TEST
21/45 Test #21: TRAJECTORY_BOUNDING_BOXES_TEST .............   Passed    0.75 sec
      Start 22: SPATIAL_WINDOW_POINT_TEST
22/45 Test #22: SPATIAL_WINDOW_POINT_TEST ..................   Passed    0.75 sec
      Start 23: UTILITY_TEST
23/45 Test #23: UTILITY_TEST ...............................   Passed    1.86 sec
      Start 24: HAVERSINE_TEST_EXP
24/45 Test #24: HAVERSINE_TEST_EXP .........................   Passed    0.14 sec
      Start 25: POINT_DISTANCE_TEST_EXP
25/45 Test #25: POINT_DISTANCE_TEST_EXP ....................   Passed    0.11 sec
      Start 26: POINT_LINESTRING_DISTANCE_TEST_EXP
26/45 Test #26: POINT_LINESTRING_DISTANCE_TEST_EXP .........   Passed    0.11 sec
      Start 27: POINT_POLYGON_DISTANCE_TEST_EXP
27/45 Test #27: POINT_POLYGON_DISTANCE_TEST_EXP ............   Passed    0.13 sec
      Start 28: HAUSDORFF_TEST_EXP
28/45 Test #28: HAUSDORFF_TEST_EXP .........................   Passed    9.21 sec
      Start 29: LINESTRING_DISTANCE_TEST_EXP
29/45 Test #29: LINESTRING_DISTANCE_TEST_EXP ...............   Passed    0.17 sec
      Start 30: LINESTRING_INTERSECTION_TEST_EXP
30/45 Test #30: LINESTRING_INTERSECTION_TEST_EXP ...........   Passed    0.19 sec
      Start 31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP
31/45 Test #31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP ....   Passed    0.12 sec
      Start 32: SINUSOIDAL_PROJECTION_TEST_EXP
32/45 Test #32: SINUSOIDAL_PROJECTION_TEST_EXP .............   Passed    0.12 sec
      Start 33: POINTS_IN_RANGE_TEST_EXP
33/45 Test #33: POINTS_IN_RANGE_TEST_EXP ...................   Passed    0.11 sec
      Start 34: POINT_IN_POLYGON_TEST_EXP
34/45 Test #34: POINT_IN_POLYGON_TEST_EXP ..................   Passed    0.12 sec
      Start 35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP
35/45 Test #35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP .........   Passed    0.11 sec
      Start 36: DERIVE_TRAJECTORIES_TEST_EXP
36/45 Test #36: DERIVE_TRAJECTORIES_TEST_EXP ...............   Passed   14.49 sec
      Start 37: POINT_BOUNDING_BOXES_TEST_EXP
37/45 Test #37: POINT_BOUNDING_BOXES_TEST_EXP ..............   Passed    1.35 sec
      Start 38: POLYGON_BOUNDING_BOXES_TEST_EXP
38/45 Test #38: POLYGON_BOUNDING_BOXES_TEST_EXP ............   Passed    0.11 sec
      Start 39: LINESTRING_BOUNDING_BOXES_TEST_EXP
39/45 Test #39: LINESTRING_BOUNDING_BOXES_TEST_EXP .........   Passed    0.11 sec
      Start 40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP
40/45 Test #40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP ...   Passed    0.80 sec
      Start 41: POINT_QUADTREE_TEST_EXP
41/45 Test #41: POINT_QUADTREE_TEST_EXP ....................   Passed    0.12 sec
      Start 42: OPERATOR_TEST_EXP
42/45 Test #42: OPERATOR_TEST_EXP ..........................   Passed    0.14 sec
      Start 43: FIND_TEST_EXP
43/45 Test #43: FIND_TEST_EXP ..............................   Passed    0.13 sec
      Start 44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP
44/45 Test #44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP .......   Passed    0.11 sec
      Start 45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP
45/45 Test #45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP .......   Passed    0.13 sec

100% tests passed, 0 tests failed out of 45

Total Test time (real) =  47.07 sec
```

After:

```
(rapids) coder ➜ ~/cuspatial/cpp/build/release $ ninja test
[0/1] Running tests...
Test project /home/coder/cuspatial/cpp/build/release
      Start  1: SINUSOIDAL_PROJECTION_TEST
 1/45 Test  #1: SINUSOIDAL_PROJECTION_TEST .................   Passed    0.78 sec
      Start  2: HAVERSINE_TEST
 2/45 Test  #2: HAVERSINE_TEST .............................   Passed    0.75 sec
      Start  3: HAUSDORFF_TEST
 3/45 Test  #3: HAUSDORFF_TEST .............................   Passed    0.74 sec
      Start  4: JOIN_POINT_TO_LINESTRING_SMALL_TEST
 4/45 Test  #4: JOIN_POINT_TO_LINESTRING_SMALL_TEST ........   Passed    0.77 sec
      Start  5: JOIN_POINT_IN_POLYGON_TEST
 5/45 Test  #5: JOIN_POINT_IN_POLYGON_TEST .................   Passed    0.76 sec
      Start  6: POINT_IN_POLYGON_TEST
 6/45 Test  #6: POINT_IN_POLYGON_TEST ......................   Passed    0.78 sec
      Start  7: PAIRWISE_POINT_IN_POLYGON_TEST
 7/45 Test  #7: PAIRWISE_POINT_IN_POLYGON_TEST .............   Passed    0.74 sec
      Start  8: POINT_QUADTREE_TEST
 8/45 Test  #8: POINT_QUADTREE_TEST ........................   Passed    0.75 sec
      Start  9: LINESTRING_BOUNDING_BOXES_TEST
 9/45 Test  #9: LINESTRING_BOUNDING_BOXES_TEST .............   Passed    0.75 sec
      Start 10: POLYGON_BOUNDING_BOXES_TEST
10/45 Test #10: POLYGON_BOUNDING_BOXES_TEST ................   Passed    0.73 sec
      Start 11: POINT_DISTANCE_TEST
11/45 Test #11: POINT_DISTANCE_TEST ........................   Passed    0.73 sec
      Start 12: POINT_LINESTRING_DISTANCE_TEST
12/45 Test #12: POINT_LINESTRING_DISTANCE_TEST .............   Passed    0.74 sec
      Start 13: LINESTRING_DISTANCE_TEST
13/45 Test #13: LINESTRING_DISTANCE_TEST ...................   Passed    0.76 sec
      Start 14: POINT_POLYGON_DISTANCE_TEST
14/45 Test #14: POINT_POLYGON_DISTANCE_TEST ................   Passed    0.76 sec
      Start 15: LINESTRING_INTERSECTION_TEST
15/45 Test #15: LINESTRING_INTERSECTION_TEST ...............   Passed    0.78 sec
      Start 16: POINT_LINESTRING_NEAREST_POINT_TEST
16/45 Test #16: POINT_LINESTRING_NEAREST_POINT_TEST ........   Passed    0.77 sec
      Start 17: QUADTREE_POLYGON_FILTERING_TEST
17/45 Test #17: QUADTREE_POLYGON_FILTERING_TEST ............   Passed    0.75 sec
      Start 18: QUADTREE_LINESTRING_FILTERING_TEST
18/45 Test #18: QUADTREE_LINESTRING_FILTERING_TEST .........   Passed    0.77 sec
      Start 19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST
19/45 Test #19: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST .......   Passed    0.74 sec
      Start 20: DERIVE_TRAJECTORIES_TEST
20/45 Test #20: DERIVE_TRAJECTORIES_TEST ...................   Passed    0.75 sec
      Start 21: TRAJECTORY_BOUNDING_BOXES_TEST
21/45 Test #21: TRAJECTORY_BOUNDING_BOXES_TEST .............   Passed    0.74 sec
      Start 22: SPATIAL_WINDOW_POINT_TEST
22/45 Test #22: SPATIAL_WINDOW_POINT_TEST ..................   Passed    0.75 sec
      Start 23: UTILITY_TEST
23/45 Test #23: UTILITY_TEST ...............................   Passed    0.30 sec
      Start 24: HAVERSINE_TEST_EXP
24/45 Test #24: HAVERSINE_TEST_EXP .........................   Passed    0.12 sec
      Start 25: POINT_DISTANCE_TEST_EXP
25/45 Test #25: POINT_DISTANCE_TEST_EXP ....................   Passed    0.12 sec
      Start 26: POINT_LINESTRING_DISTANCE_TEST_EXP
26/45 Test #26: POINT_LINESTRING_DISTANCE_TEST_EXP .........   Passed    0.12 sec
      Start 27: POINT_POLYGON_DISTANCE_TEST_EXP
27/45 Test #27: POINT_POLYGON_DISTANCE_TEST_EXP ............   Passed    0.13 sec
      Start 28: HAUSDORFF_TEST_EXP
28/45 Test #28: HAUSDORFF_TEST_EXP .........................   Passed    0.26 sec
      Start 29: LINESTRING_DISTANCE_TEST_EXP
29/45 Test #29: LINESTRING_DISTANCE_TEST_EXP ...............   Passed    0.14 sec
      Start 30: LINESTRING_INTERSECTION_TEST_EXP
30/45 Test #30: LINESTRING_INTERSECTION_TEST_EXP ...........   Passed    0.19 sec
      Start 31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP
31/45 Test #31: POINT_LINESTRING_NEAREST_POINT_TEST_EXP ....   Passed    0.11 sec
      Start 32: SINUSOIDAL_PROJECTION_TEST_EXP
32/45 Test #32: SINUSOIDAL_PROJECTION_TEST_EXP .............   Passed    0.11 sec
      Start 33: POINTS_IN_RANGE_TEST_EXP
33/45 Test #33: POINTS_IN_RANGE_TEST_EXP ...................   Passed    0.13 sec
      Start 34: POINT_IN_POLYGON_TEST_EXP
34/45 Test #34: POINT_IN_POLYGON_TEST_EXP ..................   Passed    0.11 sec
      Start 35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP
35/45 Test #35: PAIRWISE_POINT_IN_POLYGON_TEST_EXP .........   Passed    0.14 sec
      Start 36: DERIVE_TRAJECTORIES_TEST_EXP
36/45 Test #36: DERIVE_TRAJECTORIES_TEST_EXP ...............   Passed    0.27 sec
      Start 37: POINT_BOUNDING_BOXES_TEST_EXP
37/45 Test #37: POINT_BOUNDING_BOXES_TEST_EXP ..............   Passed    0.15 sec
      Start 38: POLYGON_BOUNDING_BOXES_TEST_EXP
38/45 Test #38: POLYGON_BOUNDING_BOXES_TEST_EXP ............   Passed    0.13 sec
      Start 39: LINESTRING_BOUNDING_BOXES_TEST_EXP
39/45 Test #39: LINESTRING_BOUNDING_BOXES_TEST_EXP .........   Passed    0.12 sec
      Start 40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP
40/45 Test #40: TRAJECTORY_DISTANCES_AND_SPEEDS_TEST_EXP ...   Passed    0.13 sec
      Start 41: POINT_QUADTREE_TEST_EXP
41/45 Test #41: POINT_QUADTREE_TEST_EXP ....................   Passed    0.14 sec
      Start 42: OPERATOR_TEST_EXP
42/45 Test #42: OPERATOR_TEST_EXP ..........................   Passed    0.14 sec
      Start 43: FIND_TEST_EXP
43/45 Test #43: FIND_TEST_EXP ..............................   Passed    0.15 sec
      Start 44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP
44/45 Test #44: JOIN_POINT_IN_POLYGON_SMALL_TEST_EXP .......   Passed    0.12 sec
      Start 45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP
45/45 Test #45: JOIN_POINT_IN_POLYGON_LARGE_TEST_EXP .......   Passed    0.13 sec

100% tests passed, 0 tests failed out of 45

Total Test time (real) =  20.08 sec
```

Authors:
  - Mark Harris (https://github.com/harrism)

Approvers:
  - Michael Wang (https://github.com/isVoid)
  - Paul Taylor (https://github.com/trxcllnt)

URL: #1018

* Re-add enabled_check_generated_files:false

---------

Co-authored-by: H. Thomson Comer <thomcom@gmail.com>
Co-authored-by: Michael Wang <isVoid@users.noreply.github.com>
Co-authored-by: AJ Schmidt <ajschmidt8@users.noreply.github.com>
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2 participants