[WIP] code review request on cuSpatial/IO readers #1
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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
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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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C++ code at: https://github.com/rapidsai/cuspatial/tree/v0.1/cpp/src/io/soa
Each of the four readers reads a single column or a small number of columns from respective disk files.
Each disk file may have its unique physical layout: ID (unsigned int) and timestamp (struct Time, equivalent to int64_t by design) are vector of primitive type, point (lon/lat/alt) is vector of small struct and polygon needs a metadata section followed by four vectors (two for feature/ring indices and two for long/lat).
The design/implementation is heavily affected by the Intelligent Transportation (ITS) applications, where points are provided as lon/lat/alt pairs (in json format) and polygons are provided in ESRI Shapefile format with lon/lat pairs.
For the next release, it might be desirable to separate lon/lat{/alt} and x/y{/z} points with 2D/3D options, although polygons are typically 2D (either lon/lat or x/y).