1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
//! A simple data format to list collisions that've occurred in the real world. The data is
//! serializable in a binary format or as JSON.

#[macro_use]
extern crate log;

use geom::{Duration, LonLat};
use kml::ExtraShapes;
use serde::{Deserialize, Serialize};

/// A single dataset describing some collisions that happened.
#[derive(Serialize, Deserialize)]
pub struct CollisionDataset {
    /// A URL pointing to the original data source.
    pub source_url: String,
    /// The collisions imported from the data source.
    pub collisions: Vec<Collision>,
}

/// A single collision that occurred in the real world.
#[derive(Serialize, Deserialize)]
pub struct Collision {
    /// A single point describing where the collision occurred.
    pub location: LonLat,
    /// The local time the collision occurred.
    // TODO Wait, why isn't this Time?
    pub time: Duration,
    /// The severity reported in the original data source.
    pub severity: Severity,
    /* TODO Many more interesting and common things: the date, the number of
     * people/vehicles/bikes/casualties, road/weather/alcohol/speeding conditions possibly
     * influencing the event, etc. */
}

/// A simple ranking for how severe the collision was. Different agencies use different
/// classification systems, each of which likely has their own nuance and bias. This is
/// deliberately simplified.
#[derive(Clone, Copy, Debug, PartialEq, Eq, Serialize, Deserialize)]
pub enum Severity {
    Slight,
    Serious,
    Fatal,
}

/// Import data from the UK STATS19 dataset. See https://github.com/ropensci/stats19. Any parsing
/// errors will skip the row and log a warning.
pub fn import_stats19(input: ExtraShapes, source_url: &str) -> CollisionDataset {
    let mut data = CollisionDataset {
        source_url: source_url.to_string(),
        collisions: Vec::new(),
    };
    for shape in input.shapes {
        if shape.points.len() != 1 {
            warn!("One row had >1 point: {:?}", shape);
            continue;
        }
        let time = match Duration::parse(&format!("{}:00", shape.attributes["Time"])) {
            Ok(time) => time,
            Err(err) => {
                warn!("Couldn't parse time: {}", err);
                continue;
            }
        };
        let severity = match shape.attributes["Accident_Severity"].as_ref() {
            // TODO Is this backwards?
            "1" => Severity::Slight,
            "2" => Severity::Serious,
            "3" => Severity::Fatal,
            x => {
                warn!("Unknown severity {}", x);
                continue;
            }
        };
        data.collisions.push(Collision {
            location: shape.points[0],
            time,
            severity,
        });
    }
    data
}

/// Import data from Seattle GeoData
/// (https://data-seattlecitygis.opendata.arcgis.com/datasets/5b5c745e0f1f48e7a53acec63a0022ab_0).
/// Any parsing errors will skip the row and log a warning.
pub fn import_seattle(input: ExtraShapes, source_url: &str) -> CollisionDataset {
    let mut data = CollisionDataset {
        source_url: source_url.to_string(),
        collisions: Vec::new(),
    };
    for shape in input.shapes {
        if shape.points.len() != 1 {
            warn!("One row had >1 point: {:?}", shape);
            continue;
        }
        let time = match parse_incdttm(&shape.attributes["INCDTTM"]) {
            Some(time) => time,
            None => {
                warn!("Couldn't parse time {}", shape.attributes["INCDTTM"]);
                continue;
            }
        };
        let severity = match shape
            .attributes
            .get("SEVERITYCODE")
            .cloned()
            .unwrap_or_else(String::new)
            .as_ref()
        {
            "1" | "0" => Severity::Slight,
            "2b" | "2" => Severity::Serious,
            "3" => Severity::Fatal,
            x => {
                warn!("Unknown severity {}", x);
                continue;
            }
        };
        data.collisions.push(Collision {
            location: shape.points[0],
            time,
            severity,
        });
    }
    data
}

// INCDTTM is something like "11/12/2019 7:30:00 AM"
fn parse_incdttm(x: &str) -> Option<Duration> {
    let parts = x.split(" ").collect::<Vec<_>>();
    if parts.len() != 3 {
        return None;
    }
    let time = Duration::parse(parts[1]).ok()?;
    if parts[2] == "AM" {
        Some(time)
    } else if parts[2] == "PM" {
        Some(time + Duration::hours(12))
    } else {
        None
    }
}