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More AI bug fixes, more work on testing AI

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This commit is contained in:
Maruno17
2023-06-18 23:36:06 +01:00
parent b5e37248b9
commit 539bc0fb50
5 changed files with 308 additions and 44 deletions
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11
Data/Scripts/011_Battle/005_AI/005_AI_ChooseMove.rb
View File

@@ -22,6 +22,17 @@ class Battle::AI
# against it.
def pbGetMoveScores
choices = []
# TODO: Delete this after testing AI.
if $tested_abilities && @user.ability_id
$tested_abilities[@user.ability_id] ||= 0
$tested_abilities[@user.ability_id] += 1
end
if $tested_items && @user.item_id
$tested_items[@user.item_id] ||= 0
$tested_items[@user.item_id] += 1
end
@user.battler.eachMoveWithIndex do |orig_move, idxMove|
# TODO: Delete this after testing AI.

4
Data/Scripts/011_Battle/005_AI/008_AI_Utilities.rb
View File

@@ -456,7 +456,7 @@ Battle::AI::Handlers::ItemRanking.add(:BLACKSLUDGE,
Battle::AI::Handlers::ItemRanking.add(:CHESTOBERRY,
proc { |item, score, battler, ai|
if ai.trainer.high_skill?
score += 1 if battler.has_move_with_function("HealUserFullyAndFallAsleep")
score += 1 if battler.has_move_with_function?("HealUserFullyAndFallAsleep")
end
next score
}
@@ -784,7 +784,7 @@ Battle::AI::Handlers::ItemRanking.add(:TOXICORB,
Battle::AI::Handlers::ItemRanking.add(:WHITEHERB,
proc { |item, score, battler, ai|
if ai.trainer.high_skill?
score += 1 if battler.has_move_with_function("LowerUserDefSpDef1RaiseUserAtkSpAtkSpd2")
score += 1 if battler.has_move_with_function?("LowerUserDefSpDef1RaiseUserAtkSpAtkSpd2")
end
next score
}

2
Data/Scripts/011_Battle/005_AI/012_AIMove.rb
View File

@@ -453,7 +453,7 @@ class Battle::AI::AIMove
if user.item_active?
if user.item == :ZOOMLENS
if rough_priority(user) <= 0
mods[:accuracy_multiplier] *= 1.2 if target.faster_than?(user)
modifiers[:accuracy_multiplier] *= 1.2 if target.faster_than?(user)
end
else
Battle::ItemEffects.triggerAccuracyCalcFromUser(

2
Data/Scripts/011_Battle/006_AI MoveEffects/007_AI_MoveEffects_Items.rb
View File

@@ -147,7 +147,7 @@ Battle::AI::Handlers::MoveEffectAgainstTargetScore.add("DestroyTargetBerryOrGem"
#===============================================================================
Battle::AI::Handlers::MoveFailureAgainstTargetCheck.add("CorrodeTargetItem",
proc { |move, user, target, ai, battle|
next true if !target.item || target.unlosableItem?(target.item) ||
next true if !target.item || target.battler.unlosableItem?(target.item) ||
target.effects[PBEffects::Substitute] > 0
next true if target.has_active_ability?(:STICKYHOLD)
next true if battle.corrosiveGas[target.index % 2][target.party_index]

333
Data/Scripts/022_Maruno/debug battle tests.rb
View File

@@ -1,9 +1,93 @@
# TODO: Better randomisation of moves, including tracking of how many times each
# function code has been tested (note that some Pokémon may not be used in
# battle, so their moves won't be score).
# TODO: Add held items.
# TODO: Be much more relevant with the choosing of held items. For example,
# only give a weather-boosting item to a Pokémon that can create the
# corresponding weather.
# TODO: Add alternate forms, which will give access to more abilities. Note that
# some alternate forms require fusion or specific held items or other
# things.
AI_MOVE_TESTING_THRESHOLD = 100
AI_MOVE_TESTING_THRESHOLD = 500
AI_ABILITY_TESTING_THRESHOLD = 100
AI_ITEM_TESTING_THRESHOLD = 100
#===============================================================================
#
#===============================================================================
# There are some duplicate effects in here (e.g. Power Weight/Bracer/etc.), but
# whatever.
ITEMS_WITH_HELD_EFFECTS = [
:AIRBALLOON, :BRIGHTPOWDER, :EVIOLITE, :FLOATSTONE, :DESTINYKNOT,
:ROCKYHELMET, :ASSAULTVEST, :SAFETYGOGGLES, :PROTECTIVEPADS, :HEAVYDUTYBOOTS,
:UTILITYUMBRELLA, :EJECTBUTTON, :EJECTPACK, :REDCARD, :SHEDSHELL, :CHOICEBAND,
:CHOICESPECS, :CHOICESCARF, :HEATROCK, :DAMPROCK, :SMOOTHROCK, :ICYROCK,
:TERRAINEXTENDER, :LIGHTCLAY, :GRIPCLAW, :BINDINGBAND, :BIGROOT, :BLACKSLUDGE,
:LEFTOVERS, :SHELLBELL, :MENTALHERB, :WHITEHERB, :POWERHERB, :ABSORBBULB,
:CELLBATTERY, :LUMINOUSMOSS, :SNOWBALL, :WEAKNESSPOLICY, :BLUNDERPOLICY,
:THROATSPRAY, :ADRENALINEORB, :ROOMSERVICE, :ELECTRICSEED, :GRASSYSEED,
:MISTYSEED, :PSYCHICSEED, :LIFEORB, :EXPERTBELT, :METRONOME, :MUSCLEBAND,
:WISEGLASSES, :RAZORCLAW, :SCOPELENS, :WIDELENS, :ZOOMLENS, :KINGSROCK,
:RAZORFANG, :LAGGINGTAIL, :QUICKCLAW, :FOCUSBAND, :FOCUSSASH, :FLAMEORB,
:TOXICORB, :STICKYBARB, :IRONBALL, :RINGTARGET, :MACHOBRACE, :POWERWEIGHT,
:POWERBRACER, :POWERBELT, :POWERLENS, :POWERBAND, :POWERANKLET, :LAXINCENSE,
:FULLINCENSE, :SEAINCENSE, :WAVEINCENSE, :ROSEINCENSE, :ODDINCENSE,
:ROCKINCENSE, :CHARCOAL, :MYSTICWATER, :MAGNET, :MIRACLESEED, :NEVERMELTICE,
:BLACKBELT, :POISONBARB, :SOFTSAND, :SHARPBEAK, :TWISTEDSPOON, :SILVERPOWDER,
:HARDSTONE, :SPELLTAG, :DRAGONFANG, :BLACKGLASSES, :METALCOAT, :SILKSCARF,
:FIREGEM, :WATERGEM, :ELECTRICGEM, :GRASSGEM, :ICEGEM, :FIGHTINGGEM,
:POISONGEM, :GROUNDGEM, :FLYINGGEM, :PSYCHICGEM, :BUGGEM, :ROCKGEM, :GHOSTGEM,
:DRAGONGEM, :DARKGEM, :STEELGEM, :FAIRYGEM, :NORMALGEM, :CHERIBERRY,
:CHESTOBERRY, :PECHABERRY, :RAWSTBERRY, :ASPEARBERRY, :LEPPABERRY, :ORANBERRY,
:PERSIMBERRY, :LUMBERRY, :SITRUSBERRY, :FIGYBERRY, :WIKIBERRY, :MAGOBERRY,
:AGUAVBERRY, :IAPAPABERRY, :OCCABERRY, :PASSHOBERRY, :WACANBERRY, :RINDOBERRY,
:YACHEBERRY, :CHOPLEBERRY, :KEBIABERRY, :SHUCABERRY, :COBABERRY, :PAYAPABERRY,
:TANGABERRY, :CHARTIBERRY, :KASIBBERRY, :HABANBERRY, :COLBURBERRY,
:BABIRIBERRY, :ROSELIBERRY, :CHILANBERRY, :LIECHIBERRY, :GANLONBERRY,
:SALACBERRY, :PETAYABERRY, :APICOTBERRY, :LANSATBERRY, :STARFBERRY,
:ENIGMABERRY, :MICLEBERRY, :CUSTAPBERRY, :JABOCABERRY, :ROWAPBERRY, :KEEBERRY,
:MARANGABERRY
]
# These items have no effect if held by other species. Includes the Plates
# because other items also have the type-boosting effect and we don't need to
# test that effect of Plates.
SIGNATURE_ITEMS = {
:PIKACHU => :LIGHTBALL,
:CHANSEY => :LUCKYPUNCH,
:DITTO => [:METALPOWDER, :QUICKPOWDER],
:CUBONE => :THICKCLUB,
:MAROWAK => :THICKCLUB,
:FARFETCHD => :LEEK,
:SIRFETCHD => :LEEK,
:LATIOS => :SOULDEW,
:LATIAS => :SOULDEW,
:CLAMPERL => [:DEEPSEATOOTH, :DEEPSEASCALE],
:DIALGA => :ADAMANTORB,
:PALKIA => :LUSTROUSORB,
:ARCEUS => [:FLAMEPLATE, :SPLASHPLATE, :ZAPPLATE, :MEADOWPLATE,
:ICICLEPLATE, :FISTPLATE, :TOXICPLATE, :EARTHPLATE, :SKYPLATE,
:MINDPLATE, :INSECTPLATE, :STONEPLATE, :SPOOKYPLATE,
:DRACOPLATE, :DREADPLATE, :IRONPLATE, :PIXIEPLATE],
:GENESECT => [:DOUSEDRIVE, :SHOCKDRIVE, :BURNDRIVE, :CHILLDRIVE],
:SILVALLY => [:FIREMEMORY, :WATERMEMORY, :ELECTRICMEMORY, :GRASSMEMORY,
:ICEMEMORY, :FIGHTINGMEMORY, :POISONMEMORY, :GROUNDMEMORY,
:FLYINGMEMORY, :PSYCHICMEMORY, :BUGMEMORY, :ROCKMEMORY,
:GHOSTMEMORY, :DRAGONMEMORY, :DARKMEMORY, :STEELMEMORY,
:FAIRYMEMORY],
:GROUDON => :REDORB, # Form-changing item
:KYOGRE => :BLUEORB, # Form-changing item
:GIRATINA => :GRISEOUSORB, # Form-changing item
:ZACIAN => :RUSTEDSWORD, # Form-changing item
:ZAMAZENTA => :RUSTEDSHIELD # Form-changing item
}
MEGA_STONES = [
:VENUSAURITE, :CHARIZARDITEX, :CHARIZARDITEY, :BLASTOISINITE, :BEEDRILLITE,
:PIDGEOTITE, :ALAKAZITE, :SLOWBRONITE, :GENGARITE, :KANGASKHANITE, :PINSIRITE,
:GYARADOSITE, :AERODACTYLITE, :MEWTWONITEX, :MEWTWONITEY, :AMPHAROSITE,
:STEELIXITE, :SCIZORITE, :HERACRONITE, :HOUNDOOMINITE, :TYRANITARITE,
:SCEPTILITE, :BLAZIKENITE, :SWAMPERTITE, :GARDEVOIRITE, :SABLENITE, :MAWILITE,
:AGGRONITE, :MEDICHAMITE, :MANECTITE, :SHARPEDONITE, :CAMERUPTITE,
:ALTARIANITE, :BANETTITE, :ABSOLITE, :GLALITITE, :SALAMENCITE, :METAGROSSITE,
:LATIASITE, :LATIOSITE, :LOPUNNITE, :GARCHOMPITE, :LUCARIONITE, :ABOMASITE,
:GALLADITE, :AUDINITE, :DIANCITE
]
#===============================================================================
#
@@ -27,6 +111,7 @@ def debug_set_up_trainer
trainer = NPCTrainer.new(trainer_name, trainer_type)
trainer.id = $player.make_foreign_ID
trainer.lose_text = "I lost."
trainer.items.push(:MEGARING)
# [:MAXPOTION, :FULLHEAL, :MAXREVIVE, :REVIVE].each do |item|
# trainer.items.push(item)
# end
@@ -40,20 +125,57 @@ def debug_set_up_trainer
this_species = valid_species.sample
this_level = 100 # rand(1, Settings::MAXIMUM_LEVEL)
pkmn = Pokemon.new(this_species, this_level, trainer, false)
# Generate moveset for pkmn (from level-up moves first, then from tutor
# moves + egg moves, then from all moves)
all_moves = pkmn.getMoveList.map { |m| m[1] }
all_moves.uniq!
all_moves.reject! { |m| $tested_moves[m] && $tested_moves[m] > AI_MOVE_TESTING_THRESHOLD }
if all_moves.length == 0
all_moves = GameData::Move.keys
all_moves = pkmn.species_data.tutor_moves.clone + pkmn.species_data.get_egg_moves.clone
all_moves.reject! { |m| $tested_moves[m] && $tested_moves[m] > AI_MOVE_TESTING_THRESHOLD }
if all_moves.length == 0
all_moves = GameData::Move.keys.clone
all_moves.reject! { |m| $tested_moves[m] && $tested_moves[m] > AI_MOVE_TESTING_THRESHOLD }
end
end
if all_moves.length == 0
if all_moves.length == 0 && !$shown_all_moves_tested_message
echoln "All moves have been tested at least #{AI_MOVE_TESTING_THRESHOLD} times!"
$shown_all_moves_tested_message = true
end
all_moves = pkmn.getMoveList.map { |m| m[1] }
all_moves.uniq!
moves = all_moves.sample(4)
moves.each { |m| pkmn.learn_move(m) }
# Generate held item for pkmn (compatible Mega Stone first, then compatible
# signature item, then any item with a held effect)
all_items = [] # Find all compatible Mega Stones
GameData::Species.each do |sp|
next if sp.species != pkmn.species || sp.unmega_form != pkmn.form
all_items.push(sp.mega_stone) if sp.mega_stone
end
all_items.reject! { |i| $tested_items[i] && $tested_items[i] > AI_ITEM_TESTING_THRESHOLD }
if all_items.length > 0 && rand(100) < 50
pkmn.item = all_items.sample
elsif SIGNATURE_ITEMS.keys.include?(pkmn.species) && rand(100) < 75
all_items = SIGNATURE_ITEMS[pkmn.species].clone
if all_items.is_a?(Array)
all_items.reject! { |i| $tested_items[i] && $tested_items[i] > AI_ITEM_TESTING_THRESHOLD }
pkmn.item = all_items.sample if all_items.length > 0
else
pkmn.item = all_items if !$tested_items[all_items] || $tested_items[all_items] <= AI_ITEM_TESTING_THRESHOLD
end
end
if !pkmn.hasItem? && rand(100) < 75
all_items = ITEMS_WITH_HELD_EFFECTS.clone
all_items.reject! { |i| $tested_items[i] && $tested_items[i] > AI_ITEM_TESTING_THRESHOLD }
all_items = ITEMS_WITH_HELD_EFFECTS.clone if all_items.length == 0
pkmn.item = all_items.sample
end
# Generate ability for pkmn (any available to that species/form)
abil = pkmn.ability_id
if $tested_abilities[abil] && $tested_abilities[abil] > AI_ABILITY_TESTING_THRESHOLD
abils = pkmn.getAbilityList
abils.reject! { |a| $tested_abilities[a[0]] && $tested_abilities[a[0]] > AI_ABILITY_TESTING_THRESHOLD }
pkmn.ability_index = abils.sample[1] if abils.length > 0
end
trainer.party.push(pkmn)
pokemon_array.push(pkmn)
end
@@ -62,8 +184,11 @@ def debug_set_up_trainer
return trainer_array, foe_items, pokemon_array, party_starts
end
#===============================================================================
#
#===============================================================================
def debug_test_auto_battle(logging = false, console_messages = true)
mar_load_tested_moves_record
mar_load_tested_data_record
old_internal = $INTERNAL
$INTERNAL = logging
@@ -131,24 +256,53 @@ def debug_test_auto_battle(logging = false, console_messages = true)
end
$INTERNAL = old_internal
mar_save_tested_moves_record
mar_save_tested_data_record
end
def mar_load_tested_moves_record
return if $tested_moves
pbRgssOpen("tested_moves.dat", "rb") { |f| $tested_moves = Marshal.load(f) }
def mar_load_tested_data_record
if !$tested_moves
pbRgssOpen("tested_moves.dat", "rb") { |f| $tested_moves = Marshal.load(f) }
end
if !$tested_abilities
pbRgssOpen("tested_abilities.dat", "rb") { |f| $tested_abilities = Marshal.load(f) }
end
if !$tested_items
pbRgssOpen("tested_items.dat", "rb") { |f| $tested_items = Marshal.load(f) }
end
end
def mar_save_tested_moves_record
File.open("tested_moves.dat", "wb") { |f| Marshal.dump($tested_moves || {}, f) }
def mar_save_tested_data_record
$tested_moves ||= {}
$tested_abilities ||= {}
$tested_items ||= {}
File.open("tested_moves.dat", "wb") { |f| Marshal.dump($tested_moves, f) }
File.open("tested_abilities.dat", "wb") { |f| Marshal.dump($tested_abilities, f) }
File.open("tested_items.dat", "wb") { |f| Marshal.dump($tested_items, f) }
end
#===============================================================================
# Add to Debug menu.
#===============================================================================
MenuHandlers.add(:debug_menu, :ai_testing_menu, {
"name" => "AI Testing...",
"parent" => :main,
"description" => "Functions that help to test the AI.",
"always_show" => false
})
MenuHandlers.add(:debug_menu, :generate_test_data, {
"name" => "Generate new test data",
"parent" => :ai_testing_menu,
"description" => "Save current tested moves/abilities/items data. If none, generates it from scratch.",
"always_show" => false,
"effect" => proc {
mar_save_tested_data_record
}
})
MenuHandlers.add(:debug_menu, :test_auto_battle, {
"name" => "Test Auto Battle",
"parent" => :main,
"parent" => :ai_testing_menu,
"description" => "Runs an AI-controlled battle with no visuals.",
"always_show" => false,
"effect" => proc {
@@ -157,8 +311,8 @@ MenuHandlers.add(:debug_menu, :test_auto_battle, {
})
MenuHandlers.add(:debug_menu, :test_auto_battle_logging, {
"name" => "Test Auto Battle with Logging",
"parent" => :main,
"name" => "Test Auto Battle with logging",
"parent" => :ai_testing_menu,
"description" => "Runs an AI-controlled battle with no visuals. Logs messages.",
"always_show" => false,
"effect" => proc {
@@ -168,8 +322,8 @@ MenuHandlers.add(:debug_menu, :test_auto_battle_logging, {
})
MenuHandlers.add(:debug_menu, :bulk_test_auto_battle, {
"name" => "Bulk Test Auto Battle",
"parent" => :main,
"name" => "Bulk test Auto Battle",
"parent" => :ai_testing_menu,
"description" => "Runs 50 AI-controlled battles with no visuals.",
"always_show" => false,
"effect" => proc {
@@ -182,23 +336,19 @@ MenuHandlers.add(:debug_menu, :bulk_test_auto_battle, {
}
})
MenuHandlers.add(:debug_menu, :load_tested_moves, {
"name" => "Load tested moves",
"parent" => :main,
"description" => "Load tested moves",
#===============================================================================
#
#===============================================================================
MenuHandlers.add(:debug_menu, :review_tested_data, {
"name" => "Review tested moves/abilities/items",
"parent" => :ai_testing_menu,
"description" => "List how much all moves/abilities/items have been tested.",
"always_show" => false,
"effect" => proc {
mar_load_tested_moves_record
}
})
mar_load_tested_data_record
MenuHandlers.add(:debug_menu, :review_tested_moves, {
"name" => "Review tested moves",
"parent" => :main,
"description" => "List all tested moves and how much they have been tested.",
"always_show" => false,
"effect" => proc {
mar_save_tested_moves_record
max_move_length = 0
GameData::Move.keys.each { |m| max_move_length = [m.to_s.length, max_move_length].max }
thresholded_moves = []
($tested_moves || {}).each_pair do |move, count|
next if !count || count < AI_MOVE_TESTING_THRESHOLD
@@ -217,7 +367,10 @@ MenuHandlers.add(:debug_menu, :review_tested_moves, {
f.write("Met threshold of #{AI_MOVE_TESTING_THRESHOLD}: #{thresholded_moves.length}\r\n")
f.write("================================================\r\n")
thresholded_moves.each do |m|
f.write("#{m[0]} = #{m[1]}\r\n")
f.write(m[0].to_s)
f.write(" " * (5 + max_move_length - m[0].to_s.length))
f.write(m[1].to_s)
f.write("\r\n")
end
f.write("\r\n")
f.write("\r\n")
@@ -226,14 +379,114 @@ MenuHandlers.add(:debug_menu, :review_tested_moves, {
f.write("Remaining moves: #{remaining_moves.length}\r\n")
f.write("================================================\r\n")
remaining_moves.each do |m|
f.write(m.to_s)
if $tested_moves && $tested_moves[m]
f.write("#{m} = #{$tested_moves[m]}\r\n")
else
f.write("#{m}\r\n")
f.write(" " * (5 + max_move_length - m.to_s.length))
f.write($tested_moves[m].to_s)
end
f.write("\r\n")
end
end
echoln "Moves: #{thresholded_moves.length} tested at least #{AI_MOVE_TESTING_THRESHOLD} times."
echoln " #{remaining_moves.length} moves need more testing."
echoln "Done."
#---------------------------------------------------------------------------
max_ability_length = 0
GameData::Ability.keys.each { |a| max_ability_length = [a.to_s.length, max_ability_length].max }
thresholded_abilities = []
($tested_abilities || {}).each_pair do |abil, count|
next if !count || count < AI_ABILITY_TESTING_THRESHOLD
thresholded_abilities.push([abil, count])
end
thresholded_abilities.sort! { |a, b| a[0].to_s <=> b[0].to_s }
remaining_abilities = GameData::Ability.keys.clone
thresholded_abilities.each { |a| remaining_abilities.delete(a[0]) }
remaining_abilities.sort! { |a, b| a.to_s <=> b.to_s }
File.open("tested abilities summary.txt", "wb") do |f|
f.write(0xEF.chr)
f.write(0xBB.chr)
f.write(0xBF.chr)
f.write("================================================\r\n")
f.write("Met threshold of #{AI_ABILITY_TESTING_THRESHOLD}: #{thresholded_abilities.length}\r\n")
f.write("================================================\r\n")
thresholded_abilities.each do |a|
f.write(a[0].to_s)
f.write(" " * (5 + max_ability_length - a[0].to_s.length))
f.write(a[1].to_s)
f.write("\r\n")
end
f.write("\r\n")
f.write("\r\n")
f.write("\r\n")
f.write("================================================\r\n")
f.write("Remaining abilities: #{remaining_abilities.length}\r\n")
f.write("================================================\r\n")
remaining_abilities.each do |a|
f.write(a.to_s)
if $tested_abilities && $tested_abilities[a]
f.write(" " * (5 + max_ability_length - a.to_s.length))
f.write($tested_abilities[a].to_s)
end
f.write("\r\n")
end
end
echoln "Abilities: #{thresholded_abilities.length} tested at least #{AI_ABILITY_TESTING_THRESHOLD} times."
echoln " #{remaining_abilities.length} abilities need more testing."
#---------------------------------------------------------------------------
max_item_length = 0
ITEMS_WITH_HELD_EFFECTS.each { |i| max_item_length = [i.to_s.length, max_item_length].max }
thresholded_items = []
($tested_items || {}).each_pair do |item, count|
next if !count || count < AI_ITEM_TESTING_THRESHOLD
thresholded_items.push([item, count])
end
thresholded_items.sort! { |a, b| a[0].to_s <=> b[0].to_s }
remaining_items = ITEMS_WITH_HELD_EFFECTS.clone
remaining_items += MEGA_STONES.clone
SIGNATURE_ITEMS.each_pair do |species, items|
if items.is_a?(Array)
remaining_items += items
else
remaining_items.push(items)
end
end
remaining_items.uniq!
thresholded_items.each { |i| remaining_items.delete(i[0]) }
remaining_items.sort! { |a, b| a.to_s <=> b.to_s }
File.open("tested items summary.txt", "wb") do |f|
f.write(0xEF.chr)
f.write(0xBB.chr)
f.write(0xBF.chr)
f.write("================================================\r\n")
f.write("Met threshold of #{AI_ITEM_TESTING_THRESHOLD}: #{thresholded_items.length}\r\n")
f.write("================================================\r\n")
thresholded_items.each do |i|
f.write(i[0].to_s)
f.write(" " * (5 + max_item_length - i[0].to_s.length))
f.write(i[1].to_s)
f.write("\r\n")
end
f.write("\r\n")
f.write("\r\n")
f.write("\r\n")
f.write("================================================\r\n")
f.write("Remaining items: #{remaining_items.length}\r\n")
f.write("================================================\r\n")
remaining_items.each do |i|
f.write(i.to_s)
if $tested_items && $tested_items[i]
f.write(" " * (5 + max_item_length - i.to_s.length))
f.write($tested_items[i].to_s)
end
f.write("\r\n")
end
end
echoln "Items: #{thresholded_items.length} tested at least #{AI_ITEM_TESTING_THRESHOLD} times."
echoln " #{remaining_items.length} items need more testing."
}
})