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[FEATURE] Roadway Data Model #344

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2 tasks done
e-lo opened this issue Apr 16, 2024 · 0 comments
Open
2 tasks done

[FEATURE] Roadway Data Model #344

e-lo opened this issue Apr 16, 2024 · 0 comments
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@e-lo
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enhancement New feature or request
Milestone
v1.0

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e-lo commented Apr 16, 2024 •
edited

User Story

As a user, I'd like to understand what the data model is for roadway networks and get clear error messages when my data does not comply with them.

As a developer, I want to be able to rely on data conforming to a specific data model throughout network_wrangler without having to test it each time

Priority

High

Level of Effort

Med-High

Resolution

  • Leverage pydantic for complex types and individual records
  • Leverage pandera for dataframe validation/schemas because it is much faster for multiple records

Tests

Tested in tests/test_models
@e-lo e-lo added the enhancement New feature or request label Apr 16, 2024
@e-lo e-lo self-assigned this Apr 16, 2024
@e-lo e-lo added this to the v1.0 milestone Apr 16, 2024
e-lo added a commit that referenced this issue Apr 16, 2024
@e-lo
Implement roadway and transit data models.
aa18ffe 
Create base set of types and classes implemented in pandera and pydantic to efficiently validate GTFS and network data and foreign keys.

Fixes #266, #344 #123, and #345
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enhancement New feature or request
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@e-lo