Now have the ability to do partial solutions that will create potential paths to the goal, and a test that runs the scripts from plans in different scenarios. Also, this ai_debug thing needs some work.

Makefile

@@ -41,7 +41,7 @@ clean:
 	meson compile --clean -C builddir
 
 debug_test: build
-	gdb --nx -x .gdbinit --ex run --args builddir/runtests.exe -e "[goap]"
+	gdb --nx -x .gdbinit --ex run --args builddir/runtests.exe -e "[ai]"
 
 win_installer:
 	powershell 'start "C:\Program Files (x86)\solicus\InstallForge\bin\ifbuilderenvx86.exe" win_installer.ifp'

ai.cpp

@@ -15,12 +15,10 @@ namespace ai {
     }
   }
 
-  Action config_action(nlohmann::json& profile, nlohmann::json& config) {
+  Action config_action(AIProfile& profile, nlohmann::json& config) {
     check(config.contains("name"), "config_action: action config missing name");
     check(config.contains("cost"), "config_action: action config missing cost");
 
-    validate_profile(profile);
-
     Action result(config["name"], config["cost"]);
 
     check(config.contains("needs"),
@@ -30,44 +28,52 @@ namespace ai {
 
     for(auto& [name_key, value] : config["needs"].items()) {
       check(profile.contains(name_key), fmt::format("config_action: profile does not have name {}", result.$name, name_key));
-      int name = profile[name_key].template get<int>();
-
-      result.needs(name, bool(value));
+      result.needs(profile.at(name_key), bool(value));
     }
 
     for(auto& [name_key, value] : config["effects"].items()) {
       check(profile.contains(name_key), fmt::format("config_action: profile does not have name {}", result.$name, name_key));
 
-      int name = profile[name_key].template get<int>();
-
-      result.effect(name, bool(value));
+      result.effect(profile.at(name_key), bool(value));
     }
 
     return result;
   }
 
-  State config_state(nlohmann::json& profile, nlohmann::json& config) {
+  State config_state(AIProfile& profile, nlohmann::json& config) {
     State result;
-    validate_profile(profile);
 
     for(auto& [name_key, value] : config.items()) {
       check(profile.contains(name_key), fmt::format("config_state: profile does not have name {}", name_key));
 
-      int name = profile[name_key].template get<int>();
-      result[name] = bool(value);
+      int name_id = profile.at(name_key);
+      result[name_id] = bool(value);
     }
 
     return result;
   }
 
+  /*
+   * This is only used in tests so I can load different fixtures.
+   */
+  void reset() {
+    initialized = false;
+    AIMGR.actions.clear();
+    AIMGR.states.clear();
+    AIMGR.scripts.clear();
+    AIMGR.profile = R"({})"_json;
+  }
+
   void init(std::string config_path) {
-    initialized = true;
+    if(!initialized) {
       Config config(config_path);
 
       // profile specifies what keys (bitset indexes) are allowed
       // and how they map to the bitset of State
+      validate_profile(config["profile"]);
+
+      // relies on json conversion?
       AIMGR.profile = config["profile"];
-    validate_profile(AIMGR.profile);
 
       // load all actions
       auto& actions = config["actions"];
@@ -97,6 +103,10 @@ namespace ai {
 
         AIMGR.scripts.insert_or_assign(script_name, the_script);
       }
+      initialized = true;
+    } else {
+      dbc::sentinel("DOUBLE INIT: AI manager should only be intialized once if not in tests.");
+    }
   }
 
   State load_state(std::string state_name) {
@@ -122,7 +132,7 @@ namespace ai {
     return AIMGR.scripts.at(script_name);
   }
 
-  std::optional<Script> plan(std::string script_name, State start, State goal) {
+  ActionPlan plan(std::string script_name, State start, State goal) {
     check(initialized, "you forgot to initialize the AI first.");
     auto script = load_script(script_name);
     return plan_actions(script, start, goal);
@@ -134,4 +144,16 @@ namespace ai {
           name));
     return AIMGR.profile.at(name);
   }
+
+  void set(State& state, std::string name, bool value) {
+    state.set(state_id(name), value);
+  }
+
+  bool test(State state, std::string name) {
+    return state.test(state_id(name));
+  }
+
+  AIProfile* profile() {
+    return &AIMGR.profile;
+  }
 }

ai.hpp

@@ -10,13 +10,15 @@
 
 namespace ai {
   struct AIManager {
-    nlohmann::json profile;
+    AIProfile profile;
 
     std::unordered_map<std::string, Action> actions;
     std::unordered_map<std::string, State> states;
     std::unordered_map<std::string, std::vector<Action>> scripts;
   };
 
+  /* This is really only used in test to load different fixtures. */
+  void reset();
   void init(std::string config_path);
 
   Action config_action(nlohmann::json& profile, nlohmann::json& config);
@@ -27,5 +29,10 @@ namespace ai {
   Action load_action(std::string action_name);
   std::vector<Action> load_script(std::string script_name);
 
-  std::optional<Script> plan(std::string script_name, State start, State goal);
+  void set(State& state, std::string name, bool value=true);
+  bool test(State state, std::string name);
+  ActionPlan plan(std::string script_name, State start, State goal);
+
+  /* Mostly used for debugging and validation. */
+  AIProfile* profile();
 }

ai_debug.cpp

@@ -0,0 +1,56 @@
+#include "ai_debug.hpp"
+
+namespace ai {
+
+  /*
+   * Yeah this is weird but it's only to debug things like
+   * the preconditions which are weirdly done.
+   */
+  void dump_only(AIProfile& profile, State state, bool matching, bool show_as) {
+    for(auto& [name, name_id] : profile) {
+      if(state.test(name_id) == matching) {
+        fmt::println("\t{}={}", name, show_as);
+      }
+    }
+  }
+
+  void dump_state(AIProfile& profile, State state) {
+    for(auto& [name, name_id] : profile) {
+      fmt::println("\t{}={}", name,
+          state.test(name_id));
+    }
+  }
+
+  void dump_action(AIProfile& profile, Action& action) {
+    fmt::println(" --ACTION: {}, cost={}", action.$name, action.$cost);
+
+    fmt::println("   PRECONDS:");
+    dump_only(profile, action.$positive_preconds, true, true);
+    dump_only(profile, action.$negative_preconds, true, false);
+
+    fmt::println("   EFFECTS:");
+    dump_only(profile, action.$positive_effects, true, true);
+    dump_only(profile, action.$negative_effects, true, false);
+  }
+
+  State dump_script(AIProfile& profile, std::string msg, State start, Script& script) {
+    fmt::println("--SCRIPT DUMP: {}", msg);
+    fmt::println("# STATE BEFORE:");
+    dump_state(profile, start);
+    fmt::print("% ACTIONS PLANNED:");
+    for(auto& action : script) {
+      fmt::print("{} ", action.$name);
+    }
+    fmt::print("\n");
+
+    for(auto& action : script) {
+      dump_action(profile, action);
+
+      start = action.apply_effect(start);
+      fmt::println(" ## STATE AFTER:");
+      dump_state(profile, start);
+    }
+
+    return start;
+  }
+}

ai_debug.hpp

@@ -0,0 +1,9 @@
+#pragma once
+#include "goap.hpp"
+
+namespace ai {
+  void dump_only(AIProfile& profile, State state, bool matching, bool show_as);
+  void dump_state(AIProfile& profile, State state);
+  void dump_action(AIProfile& profile, Action& action);
+  State dump_script(AIProfile& profile, std::string msg, State start, Script& script);
+}

assets/ai.json

@@ -1,85 +1,81 @@
 {
   "profile": {
-    "target_acquired": 0,
-    "target_lost": 1,
-    "target_in_warhead_range": 2,
-    "target_dead": 3
+    "enemy_found": 0,
+    "enemy_dead": 1,
+    "health_good": 2,
+    "no_more_items": 3,
+    "no_more_enemies": 4
   },
   "actions": [
     {
-      "name": "searchSpiral",
-      "cost": 10,
-      "needs": {
-        "target_acquired": false,
-        "target_lost": true
-      },
-      "effects": {
-        "target_acquired": true
-      }
-    },
-    {
-      "name": "searchSerpentine",
+      "name": "find_enemy",
       "cost": 5,
       "needs": {
-        "target_acquired": false,
-        "target_lost": false
+        "no_more_enemies": false,
+        "health_good": true,
+        "enemy_found": false
       },
       "effects": {
-        "target_acquired": true
+        "enemy_found": true
       }
     },
     {
-      "name": "searchSpiral",
+      "name": "kill_enemy",
       "cost": 5,
       "needs": {
-        "target_acquired": false,
-        "target_lost": true
+        "no_more_enemies": false,
+        "enemy_found": true,
+        "health_good": true,
+        "enemy_dead": false
       },
       "effects": {
-        "target_acquired": true
+        "enemy_dead": true
       }
     },
     {
-      "name": "interceptTarget",
+      "name": "collect_items",
       "cost": 5,
       "needs": {
-        "target_acquired": true,
-        "target_dead": false
+        "no_more_enemies": true,
+        "no_more_items": false
       },
       "effects": {
-        "target_in_warhead_range": true
+        "no_more_items": true
       }
     },
     {
-      "name": "detonateNearTarget",
+      "name": "find_healing",
       "cost": 5,
       "needs": {
-        "target_in_warhead_range": true,
-        "target_acquired": true,
-        "target_dead": false
+        "health_good": false,
+        "no_more_items": false
       },
       "effects": {
-        "target_dead": true
+        "health_good": true
       }
     }
   ],
   "states": {
-    "test_start": {
-      "target_acquired": false,
-      "target_lost": true,
-      "target_in_warhead_range": false,
-      "target_dead": false
+    "Walker::initial_state": {
+      "enemy_found": false,
+      "enemy_dead": false,
+      "health_good": true,
+      "no_more_items": false,
+      "no_more_enemies": false
     },
-    "test_goal": {
-      "target_dead": true
+    "Walker::final_state": {
+      "enemy_found": true,
+      "enemy_dead": true,
+      "health_good": true,
+      "no_more_items": true,
+      "no_more_enemies": true
     }
   },
   "scripts": {
-    "test1": [
-      "searchSpiral",
-      "searchSerpentine",
-      "searchSpiral",
-      "interceptTarget",
-      "detonateNearTarget"]
+    "Walker::actions":
+      ["find_enemy",
+      "kill_enemy",
+      "find_healing",
+      "collect_items"]
   }
 }

goap.cpp

@@ -1,5 +1,6 @@
 #include "dbc.hpp"
 #include "goap.hpp"
+#include "ai_debug.hpp"
 
 namespace ai {
   using namespace nlohmann;
@@ -82,21 +83,21 @@ namespace ai {
     return *result;
   }
 
-  std::optional<Script> plan_actions(std::vector<Action>& actions, State& start, State& goal) {
+  ActionPlan plan_actions(std::vector<Action>& actions, State start, State goal) {
     std::unordered_map<ActionState, int> open_set;
     std::unordered_map<Action, Action> came_from;
     std::unordered_map<State, int> g_score;
-
-    ActionState start_state{FINAL_ACTION, start};
+    ActionState current{FINAL_ACTION, start};
 
     g_score[start] = 0;
-    open_set[start_state] = g_score[start] + h(start, goal);
+    open_set[current] = g_score[start] + h(start, goal);
 
     while(!open_set.empty()) {
-      auto current = find_lowest(open_set);
+      current = find_lowest(open_set);
 
       if(is_subset(current.state, goal)) {
-        return std::make_optional<Script>(reconstruct_path(came_from, current.action));
+        return {true,
+          reconstruct_path(came_from, current.action)};
       }
 
       open_set.erase(current);
@@ -122,6 +123,6 @@ namespace ai {
       }
     }
 
-    return std::nullopt;
+    return {false, reconstruct_path(came_from, current.action)};
   }
 }

goap.hpp

@@ -8,6 +8,9 @@
 #include "config.hpp"
 
 namespace ai {
+  // ZED: I don't know if this is the best place for this
+  using AIProfile = std::unordered_map<std::string, int>;
+
   constexpr const int SCORE_MAX = std::numeric_limits<int>::max();
   constexpr const size_t STATE_MAX = 32;
 
@@ -56,11 +59,16 @@ namespace ai {
     }
   };
 
+  struct ActionPlan {
+    bool complete = false;
+    Script script;
+  };
+
   bool is_subset(State& source, State& target);
 
   int distance_to_goal(State& from, State& to);
 
-  std::optional<Script> plan_actions(std::vector<Action>& actions, State& start, State& goal);
+  ActionPlan plan_actions(std::vector<Action>& actions, State start, State goal);
 }
 
 template<> struct std::hash<ai::Action> {

main.cpp

@@ -2,12 +2,14 @@
 #include "textures.hpp"
 #include "sound.hpp"
 #include "autowalker.hpp"
+#include "ai.hpp"
 #include <iostream>
 
 int main(int argc, char* argv[]) {
   try {
     textures::init();
     sound::init();
+    ai::init("assets/ai.json");
     sound::mute(true);
     gui::FSM main;
     main.event(gui::Event::STARTED);

meson.build

@@ -82,6 +82,7 @@ dependencies += [
 
 sources = [
   'ai.cpp',
+  'ai_debug.cpp',
   'ansi_parser.cpp',
   'autowalker.cpp',
   'boss_fight_ui.cpp',

tests/ai.cpp

@@ -2,6 +2,7 @@
 #include "dbc.hpp"
 #include "ai.hpp"
 #include <iostream>
+#include "ai_debug.hpp"
 
 using namespace dbc;
 using namespace nlohmann;
@@ -92,11 +93,11 @@ TEST_CASE("basic feature tests", "[ai]") {
   actions.push_back(move_closer);
 
   auto result = ai::plan_actions(actions, start, goal);
-  REQUIRE(result != std::nullopt);
+  REQUIRE(result.complete);
 
   auto state = start;
 
-  for(auto& action : *result) {
+  for(auto& action : result.script) {
     state = action.apply_effect(state);
   }
 
@@ -105,19 +106,61 @@ TEST_CASE("basic feature tests", "[ai]") {
 
 
 TEST_CASE("ai as a module like sound/sprites", "[ai]") {
+  ai::reset();
   ai::init("tests/ai_fixture.json");
 
   auto start = ai::load_state("test_start");
   auto goal = ai::load_state("test_goal");
 
-  auto script = ai::plan("test1", start, goal);
-  REQUIRE(script != std::nullopt);
+  auto a_plan = ai::plan("test1", start, goal);
+  REQUIRE(a_plan.complete);
 
   auto state = start;
-  for(auto& action : *script) {
+  for(auto& action : a_plan.script) {
     fmt::println("ACTION: {}", action.$name);
     state = action.apply_effect(state);
   }
 
-  REQUIRE(state[ai::state_id("target_dead")]);
+  REQUIRE(ai::test(state, "target_dead"));
+}
+
+TEST_CASE("ai autowalker ai test", "[ai]") {
+  ai::reset();
+  ai::init("assets/ai.json");
+  ai::AIProfile* profile = ai::profile();
+  auto start = ai::load_state("Walker::initial_state");
+  auto goal = ai::load_state("Walker::final_state");
+  int enemy_count = 5;
+
+  ai::set(start, "no_more_enemies", enemy_count == 0);
+
+  // find an enemy and kill them
+  auto a_plan = ai::plan("Walker::actions", start, goal);
+  REQUIRE(!a_plan.complete);
+
+  auto result = ai::dump_script(*profile, "\n\nWALKER KILL STUFF", start, a_plan.script);
+  REQUIRE(ai::test(result, "enemy_found"));
+  REQUIRE(ai::test(result, "enemy_dead"));
+  REQUIRE(!ai::test(result, "no_more_enemies"));
+
+  // health is low, go heal
+  ai::set(result, "health_good", false);
+  REQUIRE(!ai::test(result, "health_good"));
+
+  auto health_plan = ai::plan("Walker::actions", result, goal);
+  result = ai::dump_script(*profile, "\n\nWALKER NEED HEALTH", result, health_plan.script);
+  REQUIRE(!health_plan.complete);
+  REQUIRE(ai::test(result, "health_good"));
+
+  // health is good, enemies dead, go get stuff
+  ai::set(result, "no_more_enemies", true);
+  REQUIRE(ai::test(result, "no_more_enemies"));
+
+  auto new_plan = ai::plan("Walker::actions", result, goal);
+  result = ai::dump_script(*profile, "\n\nWALKER COMPLETE", result, new_plan.script);
+  REQUIRE(new_plan.complete);
+
+  REQUIRE(ai::test(result, "enemy_found"));
+  REQUIRE(ai::test(result, "enemy_dead"));
+  REQUIRE(ai::test(result, "no_more_enemies"));
 }