Query generator

.pkg

@@ -9,7 +9,7 @@
 [geo]
   url=git@github.com:motis-project/geo.git
   branch=master
-  commit=f455b76d5894bb156e3bcb1f85c3e2915820fe3a
+  commit=ee76668f0f0454e4acd3c769e00c6868620e3490
 [utl]
   url=git@github.com:motis-project/utl.git
   branch=master

include/nigiri/query_generator/generator.h

@@ -0,0 +1,113 @@
+#pragma once
+
+#include <ctime>
+#include <random>
+
+#include "geo/point_rtree.h"
+
+#include "nigiri/query_generator/generator_settings.h"
+#include "nigiri/query_generator/transport_mode.h"
+#include "nigiri/routing/query.h"
+
+namespace nigiri {
+struct timetable;
+}  // namespace nigiri
+
+namespace nigiri::query_generation {
+
+constexpr auto const kMaxGenAttempts = 10000U;
+
+constexpr auto const kTimeOfDayWeights = std::array<int, 24>{
+    1,  // 01: 00:00 - 01:00
+    1,  // 02: 01:00 - 02:00
+    1,  // 03: 02:00 - 03:00
+    1,  // 04: 03:00 - 04:00
+    1,  // 05: 04:00 - 05:00
+    2,  // 06: 05:00 - 06:00
+    3,  // 07: 06:00 - 07:00
+    4,  // 08: 07:00 - 08:00
+    4,  // 09: 08:00 - 09:00
+    3,  // 10: 09:00 - 10:00
+    2,  // 11: 10:00 - 11:00
+    2,  // 12: 11:00 - 12:00
+    2,  // 13: 12:00 - 13:00
+    2,  // 14: 13:00 - 14:00
+    3,  // 15: 14:00 - 15:00
+    4,  // 16: 15:00 - 16:00
+    4,  // 17: 16:00 - 17:00
+    4,  // 18: 17:00 - 18:00
+    4,  // 19: 18:00 - 19:00
+    3,  // 20: 19:00 - 20:00
+    2,  // 21: 20:00 - 21:00
+    1,  // 22: 21:00 - 22:00
+    1,  // 23: 22:00 - 23:00
+    1  // 24: 23:00 - 24:00
+};
+
+struct generator {
+  explicit generator(timetable const&, generator_settings const&);
+
+  // randomize a point in time within the timetable
+  unixtime_t random_time();
+
+  // randomize a location that is active during the interval
+  // for the given event type
+  std::optional<location_idx_t> random_active_location(
+      interval<unixtime_t> const&, event_type);
+
+  // use start transport mode to randomize coordinates near a location
+  geo::latlng pos_near_start(location_idx_t);
+
+  // uses dest transport mode to randomize coordinates near a location
+  geo::latlng pos_near_dest(location_idx_t);
+
+  // randomize a transport and one of its stops that allows the given event type
+  std::pair<transport, stop_idx_t> random_transport_active_stop(event_type et);
+
+  // convenience functions for query generation inside nigiri
+  std::optional<routing::query> random_pretrip_query();
+  std::optional<routing::query> random_ontrip_query();
+
+  timetable const& tt_;
+  generator_settings const& s_;
+
+private:
+  transport_idx_t random_transport_idx();
+  day_idx_t random_day();
+
+  std::optional<day_idx_t> random_active_day(transport_idx_t);
+  std::optional<stop_idx_t> random_active_stop(transport_idx_t, event_type);
+
+  geo::latlng random_point_in_range(
+      geo::latlng const&, std::uniform_int_distribution<std::uint32_t>&);
+
+  interval<day_idx_t> unix_to_day_interval(interval<unixtime_t> const&);
+  std::uint16_t tt_n_days();
+
+  routing::query make_query() const;
+
+  void add_offsets_for_pos(std::vector<routing::offset>&,
+                           geo::latlng const&,
+                           query_generation::transport_mode const&);
+
+  // R-Tree
+  geo::point_rtree locations_rtree_;
+
+  // RNG
+  std::random_device rd_;
+  std::mt19937 rng_{rd_()};
+
+  // Distributions
+  std::uniform_int_distribution<location_idx_t::value_t> location_d_;
+  std::uniform_int_distribution<date::sys_days::rep> date_d_;
+  std::uniform_int_distribution<transport_idx_t::value_t> transport_d_;
+  std::uniform_int_distribution<day_idx_t::value_t> day_d_;
+  std::uniform_int_distribution<std::uint32_t> start_mode_range_d_;
+  std::uniform_int_distribution<std::uint32_t> dest_mode_range_d_;
+  std::discrete_distribution<std::uint16_t> hours_d_{begin(kTimeOfDayWeights),
+                                                     end(kTimeOfDayWeights)};
+  std::uniform_int_distribution<std::uint16_t> minutes_d_{0, 59};
+  std::uniform_int_distribution<std::uint16_t> bearing_d_{0, 359};
+};
+
+}  // namespace nigiri::query_generation

include/nigiri/query_generator/generator_settings.h

@@ -0,0 +1,29 @@
+#pragma once
+
+#include "nigiri/routing/clasz_mask.h"
+#include "nigiri/routing/limits.h"
+#include "nigiri/routing/location_match_mode.h"
+#include "nigiri/timetable.h"
+
+#include "transport_mode.h"
+
+namespace nigiri::query_generation {
+
+struct generator_settings {
+  duration_t interval_size_{60U};
+  routing::location_match_mode start_match_mode_{
+      routing::location_match_mode::kIntermodal};
+  routing::location_match_mode dest_match_mode_{
+      routing::location_match_mode::kIntermodal};
+  transport_mode start_mode_{kWalk};
+  transport_mode dest_mode_{kWalk};
+  bool use_start_footpaths_{true};
+  std::uint8_t max_transfers_{routing::kMaxTransfers};
+  unsigned min_connection_count_{0U};
+  bool extend_interval_earlier_{false};
+  bool extend_interval_later_{false};
+  profile_idx_t prf_idx_{0};
+  routing::clasz_mask_t allowed_claszes_{routing::all_clasz_allowed()};
+};
+
+}  // namespace nigiri::query_generation

include/nigiri/query_generator/transport_mode.h

@@ -0,0 +1,25 @@
+#pragma once
+
+#include <cstdint>
+#include "nigiri/types.h"
+
+namespace nigiri::query_generation {
+
+struct transport_mode {
+  constexpr std::uint32_t range() const {
+    return speed_ * max_duration_;
+  }  // [m]
+
+  transport_mode_id_t mode_id_;
+  std::uint16_t speed_;  // [m/minute]
+  std::uint16_t max_duration_;  // [minutes]
+};
+
+constexpr auto const kWalk =
+    transport_mode{.mode_id_ = 1, .speed_ = 50U, .max_duration_ = 15U};
+constexpr auto const kBicycle =
+    transport_mode{.mode_id_ = 2, .speed_ = 200U, .max_duration_ = 15U};
+constexpr auto const kCar =
+    transport_mode{.mode_id_ = 3, .speed_ = 800U, .max_duration_ = 15U};
+
+}  // namespace nigiri::query_generation

include/nigiri/routing/query.h

@@ -19,16 +19,18 @@ namespace nigiri::routing {
 using start_type_t = std::int32_t;
 
 struct offset {
-  offset(location_idx_t const l, duration_t const d, start_type_t const t)
-      : target_{l}, duration_{d}, type_{t} {}
+  offset(location_idx_t const l,
+         duration_t const d,
+         transport_mode_id_t const t)
+      : target_{l}, duration_{d}, transport_mode_id_{t} {}
 
   location_idx_t target() const noexcept { return target_; }
   duration_t duration() const noexcept { return duration_; }
-  start_type_t type() const noexcept { return type_; }
+  transport_mode_id_t type() const noexcept { return transport_mode_id_; }
 
   location_idx_t target_;
   duration_t duration_;
-  start_type_t type_;
+  transport_mode_id_t transport_mode_id_;
 };
 
 using start_time_t = std::variant<unixtime_t, interval<unixtime_t>>;

include/nigiri/types.h

@@ -280,6 +280,8 @@ enum class location_type : std::uint8_t {
 enum class event_type { kArr, kDep };
 enum class direction { kForward, kBackward };
 
+using transport_mode_id_t = std::int32_t;
+
 }  // namespace nigiri
 
 #include <iomanip>