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#[cfg(test)]
#[path = "../../../tests/unit/format/problem/model_test.rs"]
mod model_test;
extern crate serde_json;
use crate::format::{FormatError, Location, MultiFormatError};
use serde::{Deserialize, Serialize};
use std::io::{BufReader, BufWriter, Error, Read, Write};
// region Plan
/// Relation type.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub enum RelationType {
/// Relation type which locks jobs to specific vehicle in any order.
Any,
/// Relation type which locks jobs in specific order allowing insertion of other jobs in between.
Sequence,
/// Relation type which locks jobs in strict order, no insertions in between are allowed.
Strict,
}
/// Relation is the way to lock specific jobs to specific vehicles.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct Relation {
/// Relation type.
#[serde(rename(deserialize = "type", serialize = "type"))]
pub type_field: RelationType,
/// List of job ids.
pub jobs: Vec<String>,
/// Vehicle id.
pub vehicle_id: String,
/// Vehicle shift index.
#[serde(skip_serializing_if = "Option::is_none")]
pub shift_index: Option<usize>,
}
/// A job skills limitation for a vehicle.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct JobSkills {
/// Vehicle should have all of these skills defined.
#[serde(skip_serializing_if = "Option::is_none")]
pub all_of: Option<Vec<String>>,
/// Vehicle should have at least one of these skills defined.
#[serde(skip_serializing_if = "Option::is_none")]
pub one_of: Option<Vec<String>>,
/// Vehicle should have none of these skills defined.
#[serde(skip_serializing_if = "Option::is_none")]
pub none_of: Option<Vec<String>>,
}
/// Specifies a place for sub job.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct JobPlace {
/// A job place location.
pub location: Location,
/// A job place duration (service time).
pub duration: f64,
/// A list of job place time windows with time specified in RFC3339 format.
#[serde(skip_serializing_if = "Option::is_none")]
pub times: Option<Vec<Vec<String>>>,
/// A tag which will be propagated back within corresponding activity in solution.
/// You can use it to identify used place in solution.
#[serde(skip_serializing_if = "Option::is_none")]
pub tag: Option<String>,
}
/// Specifies a job task.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct JobTask {
/// A list of possible places where given task can be performed.
pub places: Vec<JobPlace>,
/// Job place demand.
#[serde(skip_serializing_if = "Option::is_none")]
pub demand: Option<Vec<i32>>,
/// An order, bigger value - later assignment in the route.
#[serde(skip_serializing_if = "Option::is_none")]
pub order: Option<i32>,
}
/// A customer job model. Actual tasks of the job specified by list of pickups and deliveries
/// which follows these rules:
/// * all of them should be completed or none of them.
/// * all pickups must be completed before any of deliveries.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct Job {
/// A job id.
pub id: String,
/// A list of pickup tasks.
#[serde(skip_serializing_if = "Option::is_none")]
pub pickups: Option<Vec<JobTask>>,
/// A list of delivery tasks.
#[serde(skip_serializing_if = "Option::is_none")]
pub deliveries: Option<Vec<JobTask>>,
/// A list of replacement tasks.
#[serde(skip_serializing_if = "Option::is_none")]
pub replacements: Option<Vec<JobTask>>,
/// A list of service tasks.
#[serde(skip_serializing_if = "Option::is_none")]
pub services: Option<Vec<JobTask>>,
/// A job skills limitations for serving a job.
#[serde(skip_serializing_if = "Option::is_none")]
pub skills: Option<JobSkills>,
/// Job value, bigger value - more chances for assignment.
#[serde(skip_serializing_if = "Option::is_none")]
pub value: Option<f64>,
/// Job group: jobs of the same group are assigned to the same tour or unassigned.
#[serde(skip_serializing_if = "Option::is_none")]
pub group: Option<String>,
/// A compatibility group: jobs with different compatibility cannot be assigned to the same tour.
#[serde(skip_serializing_if = "Option::is_none")]
pub compatibility: Option<String>,
}
// region Clustering
/// Specifies clustering algorithm.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(tag = "type")]
pub enum Clustering {
/// Vicinity clustering.
#[serde(rename(deserialize = "vicinity", serialize = "vicinity"))]
Vicinity {
/// Specifies a vehicle profile used to calculate commute duration and distance between
/// activities in the single stop.
profile: VehicleProfile,
/// Specifies threshold information.
threshold: VicinityThresholdPolicy,
/// Specifies visiting policy.
visiting: VicinityVisitPolicy,
/// Specifies service time policy.
serving: VicinityServingPolicy,
/// Specifies filtering policy.
filtering: Option<VicinityFilteringPolicy>,
},
}
/// Defines a various thresholds to control cluster size.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VicinityThresholdPolicy {
/// Moving duration limit.
pub duration: f64,
/// Moving distance limit.
pub distance: f64,
/// Minimum shared time for jobs (non-inclusive).
pub min_shared_time: Option<f64>,
/// The smallest time window of the cluster after service time shrinking.
pub smallest_time_window: Option<f64>,
/// The maximum amount of jobs per cluster.
pub max_jobs_per_cluster: Option<usize>,
}
/// Specifies cluster visiting policy.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub enum VicinityVisitPolicy {
/// It is required to return to the first job's location (cluster center) before visiting a next job.
Return,
/// Clustered jobs are visited one by one from the cluster center finishing in the end at the
/// first job's location.
Continue,
}
/// Specifies service time policy.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(tag = "type")]
pub enum VicinityServingPolicy {
/// Keep original service time.
#[serde(rename(deserialize = "original", serialize = "original"))]
Original {
/// Parking time.
parking: f64,
},
/// Correct service time by some multiplier.
#[serde(rename(deserialize = "multiplier", serialize = "multiplier"))]
Multiplier {
/// Multiplier value applied to original job's duration.
value: f64,
/// Parking time.
parking: f64,
},
/// Use fixed value for all clustered jobs.
#[serde(rename(deserialize = "fixed", serialize = "fixed"))]
Fixed {
/// Fixed value used for all jobs in the cluster.
value: f64,
/// Parking time.
parking: f64,
},
}
/// Specifies filtering policy for vicinity clustering.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VicinityFilteringPolicy {
/// Ids of the jobs which cannot be used within clustering.
pub exclude_job_ids: Vec<String>,
}
// endregion
/// A plan specifies work which has to be done.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct Plan {
/// List of jobs.
pub jobs: Vec<Job>,
/// List of relations between jobs and vehicles.
#[serde(skip_serializing_if = "Option::is_none")]
pub relations: Option<Vec<Relation>>,
/// Specifies clustering parameters.
#[serde(skip_serializing_if = "Option::is_none")]
pub clustering: Option<Clustering>,
}
// endregion
// region Fleet
/// Specifies vehicle costs.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct VehicleCosts {
/// Fixed is cost of vehicle usage per tour.
#[serde(skip_serializing_if = "Option::is_none")]
pub fixed: Option<f64>,
/// Cost per distance unit.
pub distance: f64,
/// Cost per time unit.
pub time: f64,
}
/// Specifies vehicle shift start.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct ShiftStart {
/// Earliest possible departure date time in RFC3339 format.
pub earliest: String,
/// Latest possible departure date time in RFC3339 format. If omitted, departure time
/// theoretically can be shifted till arrival. Set this value, if you want to limit
/// departure time optimization.
#[serde(skip_serializing_if = "Option::is_none")]
pub latest: Option<String>,
/// Shift start location.
pub location: Location,
}
/// Specifies vehicle shift end.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct ShiftEnd {
/// Earliest possible arrival date time in RFC3339 format.
/// At the moment, not supported, reserved for future.
#[serde(skip_serializing_if = "Option::is_none")]
pub earliest: Option<String>,
/// Latest possible arrival date time in RFC3339 format.
pub latest: String,
/// Shift end location.
pub location: Location,
}
/// Specifies vehicle shift.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct VehicleShift {
/// Vehicle shift start.
pub start: ShiftStart,
/// Vehicle shift end.
#[serde(skip_serializing_if = "Option::is_none")]
pub end: Option<ShiftEnd>,
/// Vehicle breaks.
#[serde(skip_serializing_if = "Option::is_none")]
pub breaks: Option<Vec<VehicleBreak>>,
/// Vehicle reloads which allows vehicle to visit place where goods can be loaded or
/// unloaded during single tour.
#[serde(skip_serializing_if = "Option::is_none")]
pub reloads: Option<Vec<VehicleReload>>,
/// Vehicle recharge stations information.
#[serde(skip_serializing_if = "Option::is_none")]
pub recharges: Option<VehicleRecharges>,
}
/// Specifies a place where vehicle can load or unload cargo.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VehicleReload {
/// A place location.
pub location: Location,
/// A total loading/reloading duration (service time).
pub duration: f64,
/// A list of time windows with time specified in RFC3339 format.
#[serde(skip_serializing_if = "Option::is_none")]
pub times: Option<Vec<Vec<String>>>,
/// A tag which will be propagated back within corresponding activity in solution.
#[serde(skip_serializing_if = "Option::is_none")]
pub tag: Option<String>,
/// A shared reload resource id.
#[serde(skip_serializing_if = "Option::is_none")]
pub resource_id: Option<String>,
}
/// Specifies vehicle recharge stations data.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VehicleRecharges {
/// Maximum traveled distance before recharge station has to be visited.
pub max_distance: f64,
/// Specifies list of recharge station. Each can be visited only once.
pub stations: Vec<VehicleRechargeStation>,
}
/// Specifies type alias for vehicle recharge station.
pub type VehicleRechargeStation = JobPlace;
/// Vehicle limits.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VehicleLimits {
/// Max traveling distance per shift/tour.
/// No distance restrictions when omitted.
#[serde(skip_serializing_if = "Option::is_none")]
pub max_distance: Option<f64>,
/// Max duration per tour.
/// No time restrictions when omitted.
#[serde(skip_serializing_if = "Option::is_none")]
#[serde(alias = "shiftTime")]
pub max_duration: Option<f64>,
/// Max amount job activities.
/// No job activities restrictions when omitted.
#[serde(skip_serializing_if = "Option::is_none")]
pub tour_size: Option<usize>,
}
/// Vehicle optional break time variant.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(untagged)]
pub enum VehicleOptionalBreakTime {
/// Break time is defined by a time window with time specified in RFC3339 format.
TimeWindow(Vec<String>),
/// Break time is defined by a time offset range.
TimeOffset(Vec<f64>),
}
/// Vehicle required break time variant.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(untagged)]
pub enum VehicleRequiredBreakTime {
/// Break time is defined by exact time in RFC3339 format.
/// Break should be taken not earlier and not later than time range specified.
ExactTime {
/// Start of the range.
earliest: String,
/// End of the range.
latest: String,
},
/// Break time is defined by amount of seconds since driving time.
/// Break should be taken not earlier and not later than time range specified.
OffsetTime {
/// Start of the range.
earliest: f64,
/// End of the range.
latest: f64,
},
}
/// Vehicle break place.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct VehicleOptionalBreakPlace {
/// Break duration.
pub duration: f64,
/// Break location.
#[serde(skip_serializing_if = "Option::is_none")]
pub location: Option<Location>,
/// A tag which will be propagated back within corresponding activity in solution.
#[serde(skip_serializing_if = "Option::is_none")]
pub tag: Option<String>,
}
/// Vehicle break policy.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "kebab-case")]
pub enum VehicleOptionalBreakPolicy {
/// Allows to skip break if actual tour schedule doesn't intersect with vehicle time window.
SkipIfNoIntersection,
/// Allows to skip break if vehicle arrives before break's time window end.
SkipIfArrivalBeforeEnd,
}
/// Specifies a vehicle break.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(untagged)]
pub enum VehicleBreak {
/// An optional break which is more flexible, but might be not assigned.
Optional {
/// Break time.
time: VehicleOptionalBreakTime,
/// Vehicle break places.
places: Vec<VehicleOptionalBreakPlace>,
/// Specifies vehicle break policy.
policy: Option<VehicleOptionalBreakPolicy>,
},
/// A break which has to be assigned. It is less flexible than optional break, but has strong
/// assignment guarantee.
Required {
/// Break time.
time: VehicleRequiredBreakTime,
/// Break duration.
duration: f64,
},
}
/// Specifies a vehicle type.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct VehicleType {
/// Vehicle type id.
pub type_id: String,
/// Concrete vehicle ids.
pub vehicle_ids: Vec<String>,
/// Vehicle profile.
pub profile: VehicleProfile,
/// Vehicle costs.
pub costs: VehicleCosts,
/// Vehicle shifts.
pub shifts: Vec<VehicleShift>,
/// Vehicle capacity.
pub capacity: Vec<i32>,
/// Vehicle skills.
#[serde(skip_serializing_if = "Option::is_none")]
pub skills: Option<Vec<String>>,
/// Vehicle limits.
#[serde(skip_serializing_if = "Option::is_none")]
pub limits: Option<VehicleLimits>,
}
/// Specifies a vehicle profile.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct VehicleProfile {
/// Routing matrix profile name.
pub matrix: String,
/// Traveling duration scale factor.
/// Default value is 1.
#[serde(skip_serializing_if = "Option::is_none")]
pub scale: Option<f64>,
}
/// Specifies routing matrix profile.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct MatrixProfile {
/// Profile name.
pub name: String,
/// Approximation speed (meters per second). Used only when routing matrix is not specified.
/// Default value is 10.
#[serde(skip_serializing_if = "Option::is_none")]
pub speed: Option<f64>,
}
/// Specifies vehicle resource type.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(tag = "type")]
pub enum VehicleResource {
/// A shared reload resource.
#[serde(rename(deserialize = "reload", serialize = "reload"))]
Reload {
/// Resource id.
id: String,
/// A total resource capacity.
capacity: Vec<i32>,
},
}
/// Specifies fleet.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct Fleet {
/// Vehicle types.
pub vehicles: Vec<VehicleType>,
/// Routing profiles.
pub profiles: Vec<MatrixProfile>,
/// Specifies vehicle resources.
#[serde(skip_serializing_if = "Option::is_none")]
pub resources: Option<Vec<VehicleResource>>,
}
// endregion
// region Objective
/// Specifies objective function types.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(tag = "type", rename_all = "kebab-case")]
pub enum Objective {
/// An objective to minimize total cost as a linear combination of total time and distance.
MinimizeCost,
/// An objective to minimize total distance.
MinimizeDistance,
/// An objective to minimize total duration.
MinimizeDuration,
/// An objective to minimize total tour amount.
MinimizeTours,
/// An objective to maximize total tour amount.
MaximizeTours,
/// An objective to maximize value of served jobs.
MaximizeValue {
/// Specifies a weight of skipped breaks.
#[serde(skip_serializing_if = "Option::is_none")]
breaks: Option<f64>,
},
/// An objective to minimize number of unassigned jobs.
MinimizeUnassigned {
/// A skipped break weight to increase/decrease break is importance.
/// Default is 1.
#[serde(skip_serializing_if = "Option::is_none")]
breaks: Option<f64>,
},
/// An objective to minimize sum of arrival times from all routes.
MinimizeArrivalTime,
/// An objective to balance max load across all tours.
BalanceMaxLoad,
/// An objective to balance activities across all tours.
BalanceActivities,
/// An objective to balance distance across all tours.
BalanceDistance,
/// An objective to balance duration across all tours.
BalanceDuration,
/// An objective to control how tours are built.
CompactTour {
/// Specifies radius of neighbourhood. Min is 1.
job_radius: usize,
},
/// An objective to control order of job activities in the tour.
TourOrder,
/// An objective to prefer jobs to be served as soon as possible.
FastService,
/// A multi objective allows to define multiple competitive objectives at the same layer of hierarchy.
MultiObjective {
/// An objective composition type.
strategy: MultiStrategy,
/// Competitive objectives except `Composite` type (nesting is currently not supported).
objectives: Vec<Objective>,
},
}
/// An mupltiple objective strategy type specifies how competitive objective functions are compared
/// among each other.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(tag = "name", rename_all = "kebab-case")]
pub enum MultiStrategy {
/// A sum type simply sums all objective values together.
Sum,
/// A weighted sum type uses linear combination of weights and the corresponding fitness values.
WeightedSum {
/// Individual weights. Size of vector must be the same as amount of objective functions.
weights: Vec<f64>,
},
}
// endregion
// region Common
/// A VRP problem definition.
#[derive(Clone, Deserialize, Debug, Serialize)]
pub struct Problem {
/// Problem plan: customers to serve.
pub plan: Plan,
/// Problem resources: vehicles to be used, routing info.
pub fleet: Fleet,
/// Specifies objective functions in lexicographical order.
#[serde(skip_serializing_if = "Option::is_none")]
pub objectives: Option<Vec<Objective>>,
}
/// A routing matrix.
#[derive(Clone, Deserialize, Debug, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct Matrix {
/// A name of profile.
pub profile: Option<String>,
/// A date in RFC3999 for which routing info is applicable.
pub timestamp: Option<String>,
/// Travel distances (used to be in seconds).
#[serde(alias = "durations")]
pub travel_times: Vec<i64>,
/// Travel durations (use to be in meters).
pub distances: Vec<i64>,
/// Error codes to mark unreachable locations.
#[serde(skip_serializing_if = "Option::is_none")]
pub error_codes: Option<Vec<i64>>,
}
// endregion
impl Job {
/// Returns iterator over all tasks.
pub fn all_tasks_iter(&self) -> impl Iterator<Item = &JobTask> {
self.pickups
.iter()
.chain(self.deliveries.iter())
.chain(self.services.iter())
.chain(self.replacements.iter())
.flatten()
}
}
/// Deserializes problem in json format from `BufReader`.
pub fn deserialize_problem<R: Read>(reader: BufReader<R>) -> Result<Problem, MultiFormatError> {
serde_json::from_reader(reader).map_err(|err| {
vec![FormatError::new(
"E0000".to_string(),
"cannot deserialize problem".to_string(),
format!("check input json: '{err}'"),
)]
.into()
})
}
/// Deserializes routing matrix in json format from `BufReader`.
pub fn deserialize_matrix<R: Read>(reader: BufReader<R>) -> Result<Matrix, MultiFormatError> {
serde_json::from_reader(reader).map_err(|err| {
vec![FormatError::new(
"E0001".to_string(),
"cannot deserialize matrix".to_string(),
format!("check input json: '{err}'"),
)]
.into()
})
}
/// Deserializes json list of locations from `BufReader`.
pub fn deserialize_locations<R: Read>(reader: BufReader<R>) -> Result<Vec<Location>, MultiFormatError> {
serde_json::from_reader(reader).map_err(|err| {
vec![FormatError::new(
"E0000".to_string(),
"cannot deserialize locations".to_string(),
format!("check input json: '{err}'"),
)]
.into()
})
}
/// Serializes `problem` in json from `writer`.
pub fn serialize_problem<W: Write>(problem: &Problem, writer: &mut BufWriter<W>) -> Result<(), Error> {
serde_json::to_writer_pretty(writer, problem).map_err(Error::from)
}