#include "AutoRecruitTask.h" #include "Resource.h" #include "OcrImageAnalyzer.h" #include "Controller.h" #include "ProcessTask.h" #include "RecruitImageAnalyzer.h" #include "RecruitConfiger.h" #include "Logger.hpp" #include #include #include "AsstRanges.hpp" namespace asst::recruit_calc { // all combinations and their operator list, excluding empty set and 6-star operators while there is no senior tag auto get_all_combs(const std::vector& tags, const std::vector& all_ops = Resrc.recruit().get_all_opers()) { std::vector rcs_with_single_tag; { rcs_with_single_tag.reserve(tags.size()); ranges::transform(tags, std::back_inserter(rcs_with_single_tag), [](const std::string& t) { RecruitCombs result; result.tags = { t }; result.min_level = 6; result.max_level = 0; result.avg_level = 0; return result; }); for (const auto& op : all_ops) { for (auto& rc : rcs_with_single_tag) { if (!op.has_tag(rc.tags.front())) continue; rc.opers.push_back(op); rc.min_level = (std::min)(rc.min_level, op.level); rc.max_level = (std::max)(rc.max_level, op.level); rc.avg_level += op.level; } } for (auto& rc : rcs_with_single_tag) { rc.avg_level /= static_cast(rc.opers.size()); // intersection and union are based on sorted container ranges::sort(rc.tags); ranges::sort(rc.opers); } } std::vector result; const size_t tag_size = tags.size(); result.reserve(tag_size * (tag_size * tag_size + 5) / 6); // C(size, 3) + C(size, 2) + C(size, 1) // select one tag first for (size_t i = 0; i < tag_size; ++i) { RecruitCombs temp1 = rcs_with_single_tag[i]; if (temp1.opers.empty()) continue; // this is not possible result.emplace_back(temp1); // that is it // but what if another tag is also selected for (size_t j = i + 1; j < tag_size; ++j) { RecruitCombs temp2 = temp1 * rcs_with_single_tag[j]; if (temp2.opers.empty()) continue; result.emplace_back(temp2); // two tags only // select a third one for (size_t k = j + 1; k < tag_size; ++k) { RecruitCombs temp3 = temp2 * rcs_with_single_tag[k]; if (temp3.opers.empty()) continue; result.emplace_back(temp3); } } } static constexpr std::string_view SeniorOper = "高级资深干员"; for (auto comb_iter = result.begin(); comb_iter != result.end();) { if (ranges::find(comb_iter->tags, SeniorOper) != comb_iter->tags.end()) { ++comb_iter; continue; } // no senior tag, remove 6-star operators // assuming sorted by level auto iter = ranges::find_if(comb_iter->opers, [](const RecruitOperInfo& op) { return op.level >= 6; }); if (iter == comb_iter->opers.end()) { ++comb_iter; continue; } comb_iter->opers.erase(iter, comb_iter->opers.end()); if (comb_iter->opers.empty()) { comb_iter = result.erase(comb_iter); continue; } comb_iter->update_attributes(); ++comb_iter; } return result; } } asst::AutoRecruitTask& asst::AutoRecruitTask::set_select_level(std::vector select_level) noexcept { m_select_level = std::move(select_level); return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_confirm_level(std::vector confirm_level) noexcept { m_confirm_level = std::move(confirm_level); return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_need_refresh(bool need_refresh) noexcept { m_need_refresh = need_refresh; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_max_times(int max_times) noexcept { m_max_times = max_times; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_use_expedited(bool use_or_not) noexcept { m_use_expedited = use_or_not; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_skip_robot(bool skip_robot) noexcept { m_skip_robot = skip_robot; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_set_time(bool set_time) noexcept { m_set_time = set_time; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_recruitment_time(std::unordered_map time_map) noexcept { m_desired_time_map = std::move(time_map); return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_penguin_enabled(bool enable, std::string penguin_id) noexcept { m_upload_to_penguin = enable; if (!penguin_id.empty()) { m_penguin_id = std::move(penguin_id); } return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_yituliu_enabled(bool enable) noexcept { m_upload_to_yituliu = enable; return *this; } asst::AutoRecruitTask& asst::AutoRecruitTask::set_server(std::string server) noexcept { m_server = std::move(server); return *this; } bool asst::AutoRecruitTask::_run() { if (m_force_discard_flag) return false; if (is_calc_only_task()) { return recruit_calc_task().success; } if (!recruit_begin()) return false; static constexpr int slot_retry_limit = 3; // m_cur_times means how many times has the confirm button been pressed, NOT expedited plans used int this_run = m_cur_times; while (m_cur_times != m_max_times) { if (m_force_discard_flag) { return false; } if (m_slot_fail >= slot_retry_limit) { return false; } if (m_use_expedited) { Log.info("ready to use expedited"); if (need_exit()) return false; if (!recruit_now() && (m_cur_times - this_run) != 0) { // there is a small chance that confirm button were clicked twice and got stuck into the bottom-right slot // ref: issues/1491 if (check_recruit_home_page()) { m_force_discard_flag = true; } // ran out of expedited plan? else Log.info("Not in home page after failing to use expedited plan. "); return false; } } auto start_rect = try_get_start_button(m_ctrler->get_image()); if (!start_rect) { if (!check_recruit_home_page()) return false; Log.info("There is no available start button."); return true; } if (need_exit()) return false; if (!recruit_one(start_rect.value())) ++m_slot_fail; else ++m_cur_times; } return true; } std::optional asst::AutoRecruitTask::try_get_start_button(const cv::Mat& image) { OcrImageAnalyzer start_analyzer; start_analyzer.set_task_info("StartRecruit"); start_analyzer.set_image(image); if (!start_analyzer.analyze()) return std::nullopt; start_analyzer.sort_result_horizontal(); auto iter = ranges::find_if(std::as_const(start_analyzer.get_result()), [&](const TextRect& r) -> bool { return !m_force_skipped.contains(slot_index_from_rect(r.rect)); }); if (iter == start_analyzer.get_result().cend()) return std::nullopt; Log.info("Found slot index", slot_index_from_rect(iter->rect), "."); return iter->rect; } /// open a pending recruit slot, set timer and tags then confirm, or leave the slot doing nothing /// return false if: /// - recognition failed /// - timer or tags corrupted /// - failed to confirm bool asst::AutoRecruitTask::recruit_one(const Rect& button) { LogTraceFunction; int delay = Resrc.cfg().get_options().task_delay; m_ctrler->click(button); sleep(delay); auto calc_result = recruit_calc_task(); sleep(delay); if (!calc_result.success) { // recognition failed, perhaps open the slot again would not help { json::value info = basic_info(); info["what"] = "RecruitError"; info["why"] = "识别错误"; callback(AsstMsg::SubTaskError, info); } click_return_button(); return false; } if (calc_result.force_skip) { // mark the slot as completed and return m_force_skipped.emplace(slot_index_from_rect(button)); click_return_button(); return true; } if (need_exit()) return false; if (m_set_time && !check_timer(calc_result.recruitment_time)) { // timer was not set to 09:00:00 properly, likely the tag selection was also corrupted // see https://github.com/MaaAssistantArknights/MaaAssistantArknights/pull/300#issuecomment-1073287984 // return and try later Log.info("Timer of this slot has not been reduced as expected."); click_return_button(); return false; } // TODO: count blue pixels and compare with number of selected tags desired if (need_exit()) return false; if (!confirm()) { // ran out of recruit permit? Log.info("Failed to confirm current recruit config."); m_force_discard_flag = true; click_return_button(); return false; } return true; } // set recruit timer and tags only asst::AutoRecruitTask::calc_task_result_type asst::AutoRecruitTask::recruit_calc_task() { LogTraceFunction; static constexpr size_t refresh_limit = 3; static constexpr size_t analyze_limit = 5; size_t refresh_count = 0; for (size_t image_analyzer_retry = 0; image_analyzer_retry < analyze_limit;) { ++image_analyzer_retry; RecruitImageAnalyzer image_analyzer(m_ctrler->get_image()); if (!image_analyzer.analyze()) continue; if (image_analyzer.get_tags_result().size() != RecruitConfiger::CorrectNumberOfTags) continue; const std::vector& tags = image_analyzer.get_tags_result(); bool has_refresh = !image_analyzer.get_refresh_rect().empty(); std::vector tag_names; ranges::transform(tags, std::back_inserter(tag_names), std::mem_fn(&TextRect::text)); bool has_special_tag = false; bool has_robot_tag = false; json::value info = basic_info(); std::vector tag_json_vector; ranges::transform(tags, std::back_inserter(tag_json_vector), std::mem_fn(&TextRect::text)); info["details"]["tags"] = json::array(tag_json_vector); // tags result { json::value cb_info = info; cb_info["what"] = "RecruitTagsDetected"; callback(AsstMsg::SubTaskExtraInfo, cb_info); } // special tags const std::vector SpecialTags = { "高级资深干员", "资深干员" }; if (auto special_iter = ranges::find_first_of(SpecialTags, tag_names); special_iter != SpecialTags.cend()) [[unlikely]] { has_special_tag = true; json::value cb_info = info; cb_info["what"] = "RecruitSpecialTag"; cb_info["details"]["tag"] = *special_iter; callback(AsstMsg::SubTaskExtraInfo, cb_info); } // robot tags const std::vector RobotTags = { "支援机械" }; if (auto robot_iter = ranges::find_first_of(RobotTags, tag_names); robot_iter != RobotTags.cend()) [[unlikely]] { has_robot_tag = true; json::value cb_info = info; cb_info["what"] = "RecruitSpecialTag"; cb_info["details"]["tag"] = *robot_iter; callback(AsstMsg::SubTaskExtraInfo, cb_info); } std::vector result_vec = recruit_calc::get_all_combs(tag_names); // assuming timer would be set to 09:00:00 for (RecruitCombs& rc : result_vec) { if (rc.min_level < 3) { // find another min level (assuming operator list sorted in increment order by level) auto sec = ranges::find_if(rc.opers, [](const RecruitOperInfo& op) { return op.level >= 3; }); if (sec != rc.opers.cend()) { rc.min_level = sec->level; } } } ranges::sort(result_vec, [&](const RecruitCombs& lhs, const RecruitCombs& rhs) -> bool { // prefer the one with special tag // workaround for https://github.com/MaaAssistantArknights/MaaAssistantArknights/issues/1336 if (has_special_tag) { bool l_has = ranges::find_first_of(lhs.tags, SpecialTags) != lhs.tags.cend(); bool r_has = ranges::find_first_of(rhs.tags, SpecialTags) != rhs.tags.cend(); if (l_has != r_has) return l_has > r_has; } if (lhs.min_level != rhs.min_level) return lhs.min_level > rhs.min_level; // 最小等级大的,排前面 else if (lhs.max_level != rhs.max_level) return lhs.max_level > rhs.max_level; // 最大等级大的,排前面 else if (std::fabs(lhs.avg_level - rhs.avg_level) > DoubleDiff) return lhs.avg_level > rhs.avg_level; // 平均等级高的,排前面 else return lhs.tags.size() < rhs.tags.size(); // Tag数量少的,排前面 } ); if (result_vec.empty()) continue; const auto& final_combination = result_vec.front(); { json::value results_json; results_json["result"] = json::array(); results_json["level"] = final_combination.min_level; std::vector result_json_vector; for (const auto& comb : result_vec) { json::value comb_json; std::vector tags_json_vector; for (const std::string& tag : comb.tags) { tags_json_vector.emplace_back(tag); } comb_json["tags"] = json::array(std::move(tags_json_vector)); std::vector opers_json_vector; for (const RecruitOperInfo& oper_info : ranges::reverse_view(comb.opers)) { // print reversely json::value oper_json; oper_json["name"] = oper_info.name; oper_json["level"] = oper_info.level; opers_json_vector.emplace_back(std::move(oper_json)); } comb_json["opers"] = json::array(std::move(opers_json_vector)); comb_json["level"] = comb.min_level; results_json["result"].as_array().emplace_back(std::move(comb_json)); } info["details"] |= results_json.as_object(); json::value cb_info = info; cb_info["what"] = "RecruitResult"; callback(AsstMsg::SubTaskExtraInfo, cb_info); } async_upload_result(info["details"]); if (need_exit()) return {}; // refresh if (m_need_refresh && has_refresh && !has_special_tag && final_combination.min_level == 3 && !(m_skip_robot && has_robot_tag) ) { if (refresh_count > refresh_limit) [[unlikely]] { json::value cb_info = basic_info(); cb_info["what"] = "RecruitError"; cb_info["why"] = "刷新次数达到上限"; cb_info["details"] = json::object{ { "refresh_limit", refresh_limit } }; callback(AsstMsg::SubTaskError, cb_info); return {}; } refresh(); ++refresh_count; { json::value cb_info = basic_info(); cb_info["what"] = "RecruitTagsRefreshed"; cb_info["details"] = json::object{ { "count", refresh_count }, { "refresh_limit", refresh_limit } }; callback(AsstMsg::SubTaskExtraInfo, cb_info); Log.trace("recruit tags refreshed", std::to_string(refresh_count), " times, rerunning recruit task"); } // desired retry, not an error --image_analyzer_retry; continue; } if (need_exit()) return {}; if (!is_calc_only_task()) { // do not confirm, force skip if (ranges::none_of(m_confirm_level, [&](const auto& i) { return i == final_combination.min_level; })) { calc_task_result_type result; result.success = true; result.force_skip = true; return result; } if (m_skip_robot && has_robot_tag) { calc_task_result_type result; result.success = true; result.force_skip = true; return result; } } int recruitment_time = m_desired_time_map[(std::max)(final_combination.min_level, 3)]; if (recruitment_time == 0) recruitment_time = 9 * 60; // try to set the timer to desired value if (m_set_time) { Log.info("recruitment time:", recruitment_time, "min"); const int desired_hour = recruitment_time / 60; const int desired_minute_div_10 = (recruitment_time % 60) / 10; const int temp = desired_hour + (desired_minute_div_10 != 0); const int hour_delta = (1 < temp) ? (1 + 9 - temp) : (temp - 1); const int minute_delta = (0 < desired_minute_div_10) ? (0 + 6 - desired_minute_div_10) : (0); for (int i = 0; i < hour_delta; ++i) m_ctrler->click(image_analyzer.get_hour_decrement_rect()); for (int i = 0; i < minute_delta; ++i) m_ctrler->click(image_analyzer.get_minute_decrement_rect()); } // nothing to select, leave the selection empty if (ranges::none_of(m_select_level, [&](const auto& i) { return i == final_combination.min_level; })) { calc_task_result_type result; result.success = true; result.force_skip = false; result.recruitment_time = recruitment_time; result.tags_selected = 0; return result; } // select tags for (const std::string& final_tag_name : final_combination.tags) { auto tag_rect_iter = ranges::find_if(tags, [&](const TextRect& r) { return r.text == final_tag_name; }); if (tag_rect_iter != tags.cend()) { m_ctrler->click(tag_rect_iter->rect); } } { json::value cb_info = basic_info(); cb_info["what"] = "RecruitTagsSelected"; cb_info["details"] = json::object{ { "tags", json::array(final_combination.tags) } }; callback(AsstMsg::SubTaskExtraInfo, cb_info); } calc_task_result_type result; result.success = true; result.force_skip = false; result.recruitment_time = recruitment_time; result.tags_selected = static_cast(final_combination.tags.size()); return result; } return {}; } bool asst::AutoRecruitTask::recruit_begin() { ProcessTask task(*this, { "RecruitBegin" }); return task.run(); } bool asst::AutoRecruitTask::check_timer(int minutes_expected) { const auto image = m_ctrler->get_image(); { OcrImageAnalyzer hour_ocr(image); hour_ocr.set_task_info("RecruitTimerH"); hour_ocr.analyze(); if (hour_ocr.get_result().empty()) return false; std::string desired_hour_str = std::string("0") + std::to_string(minutes_expected / 60); if (hour_ocr.get_result().front().text != desired_hour_str) return false; } if (minutes_expected % 60 == 0) return true; // minute counter stays untouched { OcrImageAnalyzer minute_ocr(image); minute_ocr.set_task_info("RecruitTimerM"); minute_ocr.analyze(); if (minute_ocr.get_result().empty()) return false; std::string desired_minute_str = std::to_string((minutes_expected % 60) / 10) + "0"; if (minute_ocr.get_result().front().text != desired_minute_str) return false; } return true; } bool asst::AutoRecruitTask::check_recruit_home_page() { ProcessTask task(*this, { "RecruitFlag" }); task.set_retry_times(2); return task.run(); } bool asst::AutoRecruitTask::recruit_now() { ProcessTask task(*this, { "RecruitNow" }); return task.run(); } bool asst::AutoRecruitTask::confirm() { ProcessTask confirm_task(*this, { "RecruitConfirm" }); return confirm_task.set_retry_times(5).run(); } bool asst::AutoRecruitTask::refresh() { ProcessTask refresh_task(*this, { "RecruitRefresh" }); return refresh_task.run(); } void asst::AutoRecruitTask::async_upload_result(const json::value& details) { LogTraceFunction; if (m_upload_to_penguin) { auto upload_future = std::async( std::launch::async, &AutoRecruitTask::upload_to_penguin, this, details); m_upload_pending.emplace_back(std::move(upload_future)); } if (m_upload_to_yituliu) { auto upload_future = std::async( std::launch::async, &AutoRecruitTask::upload_to_yituliu, this, details); m_upload_pending.emplace_back(std::move(upload_future)); } } void asst::AutoRecruitTask::upload_to_penguin(const json::value& details) { LogTraceFunction; auto& opt = Resrc.cfg().get_options(); json::value cb_info = basic_info(); cb_info["subtask"] = "ReportToPenguinStats"; callback(AsstMsg::SubTaskStart, cb_info); json::value body; body["server"] = m_server; body["stageId"] = "recruit"; auto& all_drops = body["drops"]; for (const auto& tag : details.at("tags").as_array()) { all_drops.array_emplace(json::object{ { "dropType", "NORMAL_DROP" }, { "itemId", tag.as_string() }, { "quantity", 1 } }); } body["source"] = "MeoAssistant"; body["version"] = Version; std::string body_escape = utils::string_replace_all_batch(body.to_string(), { {"\"", "\\\""} }); #ifdef _WIN32 std::string body_escapes = utils::utf8_to_unicode_escape(body_escape); #else std::string body_escapes = body_escape; #endif std::string extra_param; if (!m_penguin_id.empty()) { extra_param = "-H \"authorization: PenguinID " + m_penguin_id + "\""; } std::string cmd_line = utils::string_replace_all_batch(opt.penguin_report.cmd_format, { { "[body]", body_escapes }, { "[extra]", extra_param } }); Log.trace("request_penguin |", cmd_line); std::string response = utils::callcmd(cmd_line); static const std::regex penguinid_regex(R"(X-Penguin-Set-Penguinid: (\d+))"); std::smatch penguinid_sm; if (std::regex_search(response, penguinid_sm, penguinid_regex)) { json::value id_info = basic_info_with_what("PenguinId"); m_penguin_id = penguinid_sm[1]; id_info["details"]["id"] = m_penguin_id; callback(AsstMsg::SubTaskExtraInfo, id_info); } Log.trace("request_penguin | response:\n", response); callback(AsstMsg::SubTaskCompleted, cb_info); } void asst::AutoRecruitTask::upload_to_yituliu(const json::value& details) { LogTraceFunction; auto& opt = Resrc.cfg().get_options(); json::value cb_info = basic_info(); cb_info["subtask"] = "ReportToyituliu"; callback(AsstMsg::SubTaskStart, cb_info); json::value body = details; body["server"] = m_server; body["source"] = "MeoAssistant"; body["version"] = Version; std::string body_escape = utils::string_replace_all_batch(body.to_string(), { {"\"", "\\\""} }); #ifdef _WIN32 std::string body_escapes = utils::utf8_to_unicode_escape(body_escape); #else std::string body_escapes = body_escape; #endif std::string cmd_line = utils::string_replace_all_batch(opt.yituliu_report.cmd_format, { { "[body]", body_escapes }, { "[extra]", "" } }); Log.trace("request_yituliu |", cmd_line); std::string response = utils::callcmd(cmd_line); Log.trace("request_yituliu | response:\n", response); callback(AsstMsg::SubTaskCompleted, cb_info); }