Stop segments pipeline refactor

[tiffanychu90]

segment speeds pipeline

• Refactor stop segments pipeline
• Identify shapes that are more special vs normal (repurpose the monotonic increasing condition as a flag to group shapes into these 2 cases....about 5/6 normal and 1/6 special case)
  • Normal cases go through normal cutting of segments with shapely.project
  • Special cases go through super_project
  • concatenate the 2 together
• after the spatial join of vp to segments, normal cases can go directly into keeping the first/last observation
• after the spatial join, special cases use dot product to determine which batch of vp runs in the same direction as the segment and need to be kept
• refactor preprocessing step (A0)- output tabular instead of geospatial
• Research Request - "super" project to deal with inlining / looping routes #705
• Epic - Daskify RT segment speeds #592

segment_speed_utils

• add array_utils and more to wrangle_shapes to support subsetting with arrays and moving between shapely's interpolate / project
• wrangle_shapes holds the normalized dot product check, which can take any two array of points, find the direction, normalize it by unit vector, and take the dot product

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/pare-down-inlining.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb

[github-actions]

nbviewer URLs for impacted notebooks:

• rt_segment_speeds/09_loop_shapes_cut.ipynb
• rt_segment_speeds/scripts/road_segments.ipynb