How to use print_debug method in Wtframework

Best Python code snippet using wtframework

code4life_l4.py

Source:code4life_l4.py

1# https://www.codingame.com/ide/puzzle/code4life2import sys3def print_debug(text):4    print(text, file=sys.stderr)5def cost_minus_cost(cost1, cost2):6    cost = {key: cost1.get(key, 0) - cost2.get(key, 0) for key in set(cost1) | set(cost2)}7    return dict(sorted(cost.items()))8def cost_add_cost(cost1, cost2):9    cost = {key: cost1.get(key, 0) + cost2.get(key, 0) for key in set(cost1) | set(cost2)}10    return dict(sorted(cost.items()))11def remove_zero_cost(cost):12    none_zero_cost = {x: y for x, y in cost.items() if y != 0}13    return none_zero_cost14def replace_neg_cost_with_zero(cost):15    for x, y in cost.items():16        if y < 0:17            cost[x] = 018    return dict(sorted(cost.items()))19def list_minus_list(list1, list2):20    for value in list2:21        list1.remove(value)22    return list123def sort_dict_by_value(dict1, reverse=True):24    return dict(sorted(dict1.items(), key=lambda x: x[1], reverse=reverse))25def get_distance(start, end):26    index_matrix = {27        'START_POS': 0,28        'SAMPLES': 1,29        'DIAGNOSIS': 2,30        'MOLECULES': 3,31        'LABORATORY': 432    }33    start_i = index_matrix[start]34    end_i = index_matrix[end]35    distance_matrix = [36        [0, 2, 2, 2, 2],37        [0, 3, 3, 3, 3],38        [0, 3, 0, 3, 4],39        [0, 3, 3, 0, 3],40        [0, 3, 4, 3, 0]41    ]42    return distance_matrix[start_i][end_i]43def is_sample_diagnosed(s):44    if s['health'] != -1:45        return True46    return False47def dead_lock_samples_id(his_samples, my_expertise, my_storage, molecule_left, all_samples):48    dead_lock_sample_list = []49    if len(his_samples) == 0:50        for sample_id, sample_data in all_samples.items():51            if sample_data['carried_by'] != 1:52                for molecule, cost in sample_data['cost'].items():53                    my_needs = cost - my_expertise[molecule] - my_storage[molecule]54                    if my_needs > molecule_left[molecule]:55                        dead_lock_sample_list.append(sample_id)56        print_debug('dead_lock_samples:{}'.format(dead_lock_sample_list))57    return dead_lock_sample_list58def ready_to_submit_molecule(his_samples, his_storage, his_expertise, all_samples):59    total_ready_to_submit_molecule = {'a': 0, 'b': 0, 'c': 0, 'd': 0, 'e': 0}60    storage_left = his_storage.copy()61    for sample_id in his_samples:62        print_debug('checking sample:{}'.format(sample_id))63        submit_molecule = {'a': 0, 'b': 0, 'c': 0, 'd': 0, 'e': 0}64        tmp_storage = storage_left.copy()65        gain = all_samples[sample_id]['expertise_gain'].lower()66        print_debug('gain:{}'.format(gain))67        count = 068        for molecule, cost in all_samples[sample_id]['cost'].items():69            print_debug('{}:cost:{},exp:{},store_left:{}'.format(molecule, cost, his_expertise[molecule],70                                                                 storage_left[molecule]))71            need = cost - his_expertise[molecule] if cost > 0 else 072            if storage_left[molecule] >= need:73                submit_molecule[molecule] = need if need > 0 else 074                tmp_storage[molecule] -= submit_molecule[molecule]75                count += 176        if count == 5:77            print_debug('his sample:{},submit_molecule:{}'.format(sample_id, submit_molecule))78            storage_left = tmp_storage79            if gain != '0':80                storage_left[gain] += 181            total_ready_to_submit_molecule = cost_add_cost(submit_molecule, total_ready_to_submit_molecule)82    print_debug('total_ready_to_submit:{}'.format(total_ready_to_submit_molecule))83def undiagnosed_samples_id(samples_id, allsamples):84    undiagnosed_samples = []85    for sample_id in samples_id:86        if not is_sample_diagnosed(allsamples[sample_id]):87            undiagnosed_samples.append(sample_id)88    # print_debug('undiagnosed samples id:{}'.format(undiagnosed_samples))89    return undiagnosed_samples90def sample_ranks(samples_id, allsamples):91    samples_rank = []92    for sample_id in samples_id:93        samples_rank.append(allsamples[sample_id]['rank'])94    print_debug('sample ranks:{}'.format(samples_rank))95    return samples_rank96def sample_expertise_gain(samples_id, allsamples):97    samples_exp_gain = {'a': 0, 'b': 0, 'c': 0, 'd': 0, 'e': 0}98    for sample_id in samples_id:99        gain = allsamples[sample_id]['expertise_gain'].lower()100        if gain != '0':101            samples_exp_gain[gain] += 1102    # print_debug('samples_exp_gain:{}'.format(samples_exp_gain))103    return samples_exp_gain104def all_current_needs(my_samples, his_samples, my_submit_samples, my_expertise, his_expertise, my_storage, his_storage,105                      allsamples):106    my_samples_cost = get_total_molecule_needs(my_samples, allsamples)107    his_samples_cost = get_total_molecule_needs(his_samples, allsamples)108    my_current_needs = cost_minus_cost(my_samples_cost, my_expertise)109    my_current_needs = cost_minus_cost(my_current_needs, my_storage)110    his_current_needs = cost_minus_cost(his_samples_cost, his_expertise)111    his_current_needs = cost_minus_cost(his_current_needs, his_storage)112    my_exp_gain = sample_expertise_gain(my_samples, allsamples)113    his_exp_gain = sample_expertise_gain(his_samples, allsamples)114    # print_debug('available:  {}'.format(available))115    # print_debug('my_cost:    {}'.format(my_samples_cost))116    # print_debug('my_exp:     {}'.format(my_expertise))117    # print_debug('my_storage: {}'.format(my_storage))118    # print_debug('my_needs:   {}'.format(my_current_needs))119    # print_debug('my_exp_gain:{}'.format(my_exp_gain))120    if my_submit_samples:121        for sample_id in my_submit_samples:122            gain = allsamples[sample_id]['expertise_gain'].lower()123            my_current_needs[gain] -= 1124    # print_debug('his_cost:    {}'.format(his_samples_cost))125    # print_debug('his_exp:     {}'.format(his_expertise))126    # print_debug('his_storage: {}'.format(my_storage))127    # print_debug('his_needs:   {}'.format(his_current_needs))128    # print_debug('his_exp_gain:{}'.format(his_exp_gain))129    my_current_needs = remove_zero_cost(replace_neg_cost_with_zero(my_current_needs))130    his_current_needs = remove_zero_cost(replace_neg_cost_with_zero(his_current_needs))131    return my_current_needs, his_current_needs132def get_min_common_needs(my_expertise, my_storage, my_samples_id, allsamples):133    min_common_needs = {'a': 5, 'b': 5, 'c': 5, 'd': 5, 'e': 5}134    for sample_id in my_samples_id:135        costs = allsamples[sample_id]['cost']136        gain = allsamples[sample_id]['expertise_gain']137        print_debug('{}:costs:{}:gain:{}'.format(sample_id, costs, gain))138        my_current_needs = cost_minus_cost(costs, my_expertise)139        my_current_needs = cost_minus_cost(my_current_needs, my_storage)140        # print_debug('{}:my_current_needs:{}'.format(sample_id,my_current_needs))141        for molecule, cost in my_current_needs.items():142            if cost < min_common_needs[molecule]:143                min_common_needs[molecule] = cost if cost >= 0 else 0144    # print_debug('   min_common_needs:{}'.format(min_common_needs))145    return min_common_needs146def is_expertise_enough_for_my_sample(my_expertise, sample_id, allsamples):147    # print_debug('validating sample:{}'.format(sample))148    molecule_limit = 10149    max_molecule = 5150    for molecule, cost in allsamples[sample_id]['cost'].items():151        # print_debug("checking {}: needed({}), myexp({}), available({})"152        # .format(molecule, needed, myexpertise[molecule], available[molecule]))153        molecule_limit = molecule_limit - (cost - my_expertise[molecule])154        if cost > (max_molecule + my_expertise[molecule]):155            print_debug("sample:{} {}:cost({}) > exp({}) + {}".format(sample_id, molecule, cost, my_expertise[molecule],156                                                                      max_molecule))157            return False158        if molecule_limit < 0:159            print_debug("sample:{} {}:cost({}) + exp({}) > {}".format(sample_id, molecule, cost, my_expertise[molecule],160                                                                      molecule_limit))161            return False162    return True163def cloud_samples_id(allsamples):164    cloud_samples = []165    for sample_id in allsamples.keys():166        if allsamples[sample_id]['carried_by'] == -1:167            cloud_samples.append(sample_id)168    print_debug('cloud samples id:{}'.format(cloud_samples))169    return cloud_samples170def his_samples_id(allsamples):171    his_samples = []172    for sample_id in allsamples.keys():173        if allsamples[sample_id]['carried_by'] == 1:174            his_samples.append(sample_id)175    # print_debug('his samples id:{}'.format(his_samples))176    return his_samples177def validated_samples_id(expertises, sample_ids, allsamples):178    validated_samples = []179    my_expertise = expertises[0]180    for sample_id in sample_ids:181        # print_debug('validating sample:{}'.format(sample_id))182        is_my_expertise_enough = is_expertise_enough_for_my_sample(my_expertise, sample_id, allsamples)183        is_max_molecule_enough = True184        if not is_sample_diagnosed(allsamples[sample_id]):185            continue186        if is_my_expertise_enough and is_max_molecule_enough and allsamples[sample_id]['expertise_gain'] != 0:187            validated_samples.append(sample_id)188    # print_debug('validated samples id:{}'.format(validated_samples))189    return validated_samples190def get_total_molecule_needs(samples_id, allsamples):191    total_melecule_needs = {'a': 0, 'b': 0, 'c': 0, 'd': 0, 'e': 0}192    for sample_id in samples_id:193        # print_debug('checking submit:{}'.format(sample_id))194        for molecule, cost in allsamples[sample_id]['cost'].items():195            if cost > 0:196                total_melecule_needs[molecule] += cost197    return total_melecule_needs198def ready_for_lab_samples_id(myexpertise, mystorage, samples_id, allsamples):199    submit_samples_id = []200    storage_left = mystorage.copy()201    for sample_id in samples_id:202        # print_debug('checking submit:{}'.format(sample_id))203        # print_debug('storage({})'.format(mystorage))204        # print_debug('costs({})'.format(allsamples[sample_id]['cost'].items()))205        gain = allsamples[sample_id]['expertise_gain'].lower()206        if is_sample_diagnosed(allsamples[sample_id]):207            count = 0208            tmp_storage = storage_left.copy()209            for molecule, cost in allsamples[sample_id]['cost'].items():210                needs = cost - myexpertise[molecule]211                # print_debug("{},needs({}),exp({}),storage_left({})"\212                #    .format(molecule.upper(), needs, myexpertise[molecule],storage_left[molecule]))213                if needs <= storage_left[molecule]:214                    count += 1215                    if needs > 0:216                        tmp_storage[molecule] = tmp_storage[molecule] - needs217            # print_debug('count:{}'.format(count))218            if count == 5:219                submit_samples_id.append(sample_id)220                storage_left = tmp_storage221                storage_left[gain] += 1222    print_debug('submit samples id:{}'.format(submit_samples_id))223    # print_debug('storage left:{}'.format(storage_left))224    return submit_samples_id, storage_left225def best_sample_for_science_project(projects_needs, sample_candidates, myexpertise):226    best_samples = []227    if len(sample_candidates) > 1:228        smallest_needs = nearest_science_project_gap(projects_needs, myexpertise)229        for sample_id in sample_candidates:230            if samples[sample_id]['expertise_gain'].lower() in list(smallest_needs.keys()):231                best_samples.append(sample_id)232    print_debug('best samples:{}'.format(best_samples))233    return best_samples234def nearest_science_project_gap(projects, myexpertise):235    smallest_needs = {'a': 5, 'b': 5, 'c': 5, 'd': 5, 'e': 5}236    for project_need in projects:237        # print_debug('project needs:{}'.format(project_need))238        # print_debug('myexpertise  :{}'.format(myexpertise))239        gaps = {'a': 0, 'b': 0, 'c': 0, 'd': 0, 'e': 0}240        for molecule, needs in project_need.items():241            gap = needs - myexpertise[molecule]242            if gap > 0:243                gaps[molecule] = gap244        if sum(gaps.values()) < sum(smallest_needs.values()):245            smallest_needs = gaps246    # print_debug('smallest project gap:{}'.format(smallest_needs))247    smallest_needs_copy = remove_zero_cost(smallest_needs)248    print_debug('smallest project gap:{}'.format(smallest_needs_copy))249    return smallest_needs_copy250def cal_best_rank(available_storage, my_expertise, my_samples, undiagnosed_samples):251    not_completed_samples = len(my_samples) - len(undiagnosed_samples)252    rank = 1253    if sum(my_expertise.values()) > 10 and available_storage > 4 and not_completed_samples < 1:254        rank = 3255    elif sum(my_expertise.values()) > 5 and available_storage > 1 and not_completed_samples < 2:256        rank = 2257    return rank258def sort_samples_by_health(samples_id, allsamples):259    sample_health_mapping = {}260    for sample_id in samples_id:261        health = allsamples[sample_id]['health']262        sample_health_mapping[sample_id] = health263    print_debug('sample_health:{}'.format(sample_health_mapping))264    sorted_samples = [k for k in sorted(sample_health_mapping, key=sample_health_mapping.get, reverse=True)]265    print_debug('sorted_samples_by_health:{}'.format(sorted_samples))266    return sorted_samples267def sort_samples_by_cost(samples_id, my_expertise, allsamples):268    sample_needs_score = {}269    sample_needs_mapping = {}270    all_needs = {}271    for sample_id in samples_id:272        costs = allsamples[sample_id]['cost']273        total_need = cost_minus_cost(costs, my_expertise)274        total_need = replace_neg_cost_with_zero(total_need)275        sample_needs_mapping[sample_id] = total_need276        sample_needs_score[sample_id] = sum(total_need.values())277        all_needs = cost_add_cost(all_needs, total_need)278    print_debug('sample_needs_mapping:{}'.format(sample_needs_mapping))279    print_debug('sample_needs_score:{}'.format(sample_needs_score))280    print_debug('all_needs:{}'.format(all_needs))281    for sample_id, total_need in sample_needs_mapping.items():282        gain = samples[sample_id]['expertise_gain'].lower()283        others_needs = remove_zero_cost(cost_minus_cost(all_needs, total_need))284        # print_debug('gain:{}'.format(gain))285        # print_debug('others_needs:{}'.format(others_needs))286        if gain in list(others_needs.keys()):287            sample_needs_score[sample_id] -= 1288    print_debug('sample_needs_score:{}'.format(sample_needs_score))289    sorted_samples = [k for k in sorted(sample_needs_score, key=sample_needs_score.get, reverse=False)]290    print_debug('sorted_samples_by_needs_score:{}'.format(sorted_samples))291    return sorted_samples292def continue_collect_samples(available, my_samples, my_expertise, my_storage, allsamples):293    enough_samples = []294    # print_debug('available:{}'.format(available))295    # print_debug('my_storage:{}'.format(my_storage))296    all_have = cost_add_cost(available, my_storage)297    print_debug('all_have:{}'.format(all_have))298    for sample_id in my_samples:299        cost = allsamples[sample_id]['cost']300        print_debug('cost:{}'.format(cost))301        gain = allsamples[sample_id]['expertise_gain'].lower()302        need = cost_minus_cost(cost, my_expertise)303        print_debug('need:{}'.format(need))304        need = replace_neg_cost_with_zero(need)305        rest_molecule = cost_minus_cost(all_have, need)306        print_debug('sample:{}, rest_molecule:{}'.format(sample_id, rest_molecule))307        count = 0308        for molecule, value in rest_molecule.items():309            if value < 0:310                print_debug('{} not enough for sample:{}'.format(molecule, sample_id))311                break312            else:313                count += 1314        if count == 5:315            print_debug('sample {} can continue to collect'.format(sample_id))316            enough_samples.append(sample_id)317            all_have = rest_molecule318            all_have[gain] += 1319    return enough_samples320def cal_best_molecule(sorted_my_samples, submit_samples, storage_left, available, my_expertise, his_current_needs,321                      allsamples):322    # min_common_needs = get_min_common_needs(my_expertise, storage_left, my_samples, available, allsamples)323    # min_common_needs = remove_zero_cost(min_common_needs)324    # print_debug('min_common_needs:{}'.format(min_common_needs))325    # if list(min_common_needs.keys()):326    #    molecule = list(min_common_needs.keys())[0]327    # if available[molecule] != 0:328    #     return molecule329    # collect by sorted samples first, not enough molecule samples put to break_samples330    collecting_samples = list_minus_list(sorted_my_samples.copy(), submit_samples)331    sorted_available_molecule = [k for k, v in sorted(available.items(), key=lambda x: x[1], reverse=False)]332    break_samples = []333    for working_sample_id in collecting_samples:334        working_sample = allsamples[working_sample_id]335        print_debug("working sample id: {}".format(working_sample_id))336        switch_sample = False337        for molecule in sorted_available_molecule:338            cost = working_sample['cost'][molecule]339            needs = cost - storage_left[molecule] - my_expertise[molecule]340            print_debug("getting {}:needs:{},cost:{},storage_left:{},exp:{},available:{}"341                        .format(molecule.upper(), needs, cost, storage_left[molecule], my_expertise[molecule],342                                available[molecule]))343            if available[molecule] == 0 and needs > 0:344                switch_sample = True345                break_samples.append(working_sample_id)346                break347            if available[molecule] != 0 and needs > 0:348                return molecule349        if switch_sample:350            continue351    # continue break samples to collect352    if break_samples:353        for working_sample_id in break_samples:354            working_sample = allsamples[working_sample_id]355            print_debug("break sample:{}".format(working_sample_id))356            for molecule in sorted_available_molecule:357                cost = working_sample['cost'][molecule]358                needs = cost - storage_left[molecule] - my_expertise[molecule]359                print_debug("getting {}:needs:{},cost:{},storage_left:{},exp:{},available:{}"360                            .format(molecule.upper(), cost, storage_left[molecule], my_expertise[molecule], needs,361                                    available[molecule]))362                if available[molecule] != 0 and needs > 0:363                    return molecule364    # start to collect his needs to prevent365    if his_current_needs:366        sorted_his_current_needs_key = [k for k, v in367                                        sorted(his_current_needs.items(), key=lambda x: x[1], reverse=True)]368        molecule = sorted_his_current_needs_key[0]369        if available[molecule] != 0:370            print_debug('working on his needs:{}'.format(sorted_his_current_needs_key))371            return molecule372    return 0373project_count = int(input())374projects_needs = []375for i in range(project_count):376    needs_value = [int(j) for j in input().split()]377    needs_key = ['a', 'b', 'c', 'd', 'e']378    needs = dict(zip(needs_key, needs_value))379    projects_needs.append(needs)380print_debug("projects_needs:{}".format(projects_needs))381game_loop = 0382# game loop383while True:384    # Contains both players, 0 is myself385    targets = []386    etas = []387    scores = []388    storages = []389    expertises = []390    # Contains data used for both player391    available = {}392    samples = {}393    my_samples = []394    for i in range(2):395        target, eta, score, sto_a, sto_b, sto_c, sto_d, sto_e, exp_a, exp_b, exp_c, exp_d, exp_e = input().split()396        storage = {'a': int(sto_a), 'b': int(sto_b), 'c': int(sto_c), 'd': int(sto_d), 'e': int(sto_e)}397        expertise = {'a': int(exp_a), 'b': int(exp_b), 'c': int(exp_c), 'd': int(exp_d), 'e': int(exp_e)}398        targets.append(target)399        etas.append(int(eta))400        scores.append(int(score))401        storages.append(storage)402        expertises.append(expertise)403    available['a'], available['b'], available['c'], available['d'], available['e'] = [int(i) for i in input().split()]404    sample_count = int(input())405    for i in range(sample_count):406        sample_id, carried_by, rank, expertise_gain, health, cost_a, cost_b, cost_c, cost_d, cost_e = input().split()407        cost = {'a': int(cost_a), 'b': int(cost_b), 'c': int(cost_c), 'd': int(cost_d), 'e': int(cost_e)}408        sample_data = {'carried_by': int(carried_by), 'rank': int(rank), 'expertise_gain': expertise_gain,409                       'health': int(health), 'cost': cost}410        samples[sample_id] = sample_data411        if int(carried_by) == 0:412            my_samples.append(sample_id)413    game_loop += 1414    print_debug("game_loop:{}".format(game_loop))415    print_debug('---my---')416    his_samples = his_samples_id(samples)417    sorted_my_samples = sort_samples_by_cost(my_samples, expertises[0], samples)418    cloud_samples = cloud_samples_id(samples)419    valid_cloud_samples = validated_samples_id(expertises, cloud_samples, samples)420    undiagnosed_samples = undiagnosed_samples_id(sorted_my_samples, samples)421    validated_samples = validated_samples_id(expertises, sorted_my_samples, samples)422    submit_samples, storage_left = ready_for_lab_samples_id(expertises[0], storages[0], sorted_my_samples, samples)423    get_min_common_needs(expertises[0], storages[0], sorted_my_samples, samples)424    my_current_needs, his_current_needs = all_current_needs(sorted_my_samples, his_samples, submit_samples,425                                                            expertises[0], expertises[1], storages[0], storages[1],426                                                            samples)427    dead_lock_samples = dead_lock_samples_id(his_samples, expertises[0], storages[0], available, samples)428    available_storage = 10 - sum(storages[0].values())429    # print_debug('available_storage:{}'.format(available_storage))430    # print_debug("my targets:{}".format(targets[0]))431    # print_debug("my eta:{}".format(etas[0]))432    print_debug("valid_cloud_samples:{}".format(valid_cloud_samples))433    # print_debug("my samples:{}".format(my_samples))434    print_debug('all_current_needs:{}'.format(my_current_needs))435    print_debug('---his---')436    print_debug('all_current_needs:{}'.format(his_current_needs))437    print_debug('====================')438    if etas[0] > 0:439        print("GOTO EMPTY")440        continue441    if targets[0] == 'START_POS':442        print("GOTO SAMPLES")443        continue444    if targets[0] == 'SAMPLES':445        rank = cal_best_rank(available_storage, expertises[0], my_samples, undiagnosed_samples)446        if len(my_samples) == 3:447            print("GOTO DIAGNOSIS")448        else:449            print("CONNECT {}".format(rank))450        continue451    if targets[0] == 'DIAGNOSIS':452        # Diagnose all samples453        if len(undiagnosed_samples) != 0:454            print("CONNECT {}".format(undiagnosed_samples.pop()))455            continue456        # Deadlock samples457        if len(dead_lock_samples) != 0:458            sample_ids = [i for i in my_samples if i in dead_lock_samples]459            if sample_ids:460                print("CONNECT {}".format(sample_ids.pop()))461                continue462        # Handle storage is full situation463        if available_storage == 0:464            if len(submit_samples) != 0:465                print('GOTO LABORATORY')466            elif len(my_samples) > 0:467                print("CONNECT {}".format(my_samples.pop()))468            else:469                print('GOTO SAMPLES')470            continue471        # send invalid samples back to cloud472        store_to_cloud_samples = [i for i in my_samples if i not in validated_samples]473        # calculate best samples between my_samples and valid_cloud_samples474        download_from_cloud_samples = []475        best_samples = []476        if len(valid_cloud_samples) != 0:477            # avoid the dead_lock samples to download back478            for sample_id in dead_lock_samples:479                if sample_id not in best_samples and sample_id in valid_cloud_samples:480                    valid_cloud_samples.remove(sample_id)481            sample_candidates = valid_cloud_samples + my_samples482            print_debug('sample_candidates:{}'.format(sample_candidates))483            best_samples = best_sample_for_science_project(projects_needs, sample_candidates, expertises[0])484            best_sample_inhand = [i for i in best_samples if i in my_samples]485            best_sample_not_inhand = [i for i in best_samples if i not in my_samples]486            best_sample_not_inhand = sort_samples_by_health(best_sample_not_inhand, samples)487            not_best_sample_inhand = [i for i in my_samples if i not in best_samples]488            not_best_sample_not_inhand = [i for i in valid_cloud_samples if i not in best_samples]489            not_best_sample_not_inhand = sort_samples_by_health(not_best_sample_not_inhand, samples)490            # Download all samples491            if len(sample_candidates) <= 3:492                download_from_cloud_samples = valid_cloud_samples493            # only download best sample not inhand494            elif len(best_sample_not_inhand) + len(my_samples) <= 3:495                download_from_cloud_samples = best_sample_not_inhand496                capacity_in_hand = 3 - len(best_sample_not_inhand) - len(my_samples)497                if capacity_in_hand > 0:498                    download_from_cloud_samples += not_best_sample_not_inhand[:capacity_in_hand]499            # exchange the samples500            elif (len(best_sample_not_inhand) + len(my_samples)) > 3 and len(best_sample_inhand) != 3:501                capacity_in_hand = 3 - len(best_sample_inhand)502                if len(best_sample_not_inhand) < capacity_in_hand:503                    download_from_cloud_samples = best_sample_not_inhand504                else:505                    download_from_cloud_count = capacity_in_hand506                    download_from_cloud_samples = best_sample_not_inhand[:download_from_cloud_count]507                    store_to_cloud_samples = not_best_sample_inhand508        print_debug('store_to_cloud:{}'.format(store_to_cloud_samples))509        print_debug('download_from_cloud:{}'.format(download_from_cloud_samples))510        # store samples back to cloud511        if len(store_to_cloud_samples) != 0:512            print("CONNECT {}".format(store_to_cloud_samples.pop()))513            continue514        # download samples from cloud515        if len(download_from_cloud_samples) != 0 and len(my_samples) < 3:516            print("CONNECT {}".format(download_from_cloud_samples.pop()))517            continue518        # collect samples again if only 1 sample in hand519        if len(my_samples) < 2:520            print('GOTO SAMPLES')521            continue522    if targets[0] == 'MOLECULES':523        if (200 - game_loop) == (3 + len(submit_samples)):524            print('GOTO LABORATORY')525            continue526        if len(dead_lock_samples) == 3:527            print('GOTO DIAGNOSIS')528            continue529        if available_storage == 0:530            print_debug('10 molecule storage limit reached!')531            if len(submit_samples) != 0:532                print('GOTO LABORATORY')533            elif len(my_samples) != 3 and len(valid_cloud_samples) == 0:534                print('GOTO SAMPLES')535            else:536                print('GOTO DIAGNOSIS')537            continue538        molecule_tobe_collect = cal_best_molecule(sorted_my_samples, submit_samples, storage_left, available,539                                                  expertises[0], his_current_needs, samples)540        if molecule_tobe_collect != 0:541            print('CONNECT {}'.format(molecule_tobe_collect))542            continue543        else:544            if len(submit_samples) > 0:545                print("GOTO LABORATORY")546                continue547            if len(my_samples) < 3:548                if len(valid_cloud_samples) != 0:549                    print('GOTO DIAGNOSIS')550                else:551                    print('GOTO SAMPLES')552                continue553            else:554                print("WAIT")555                continue556    if targets[0] == 'LABORATORY':557        if len(submit_samples) != 0:558            print("CONNECT {}".format(submit_samples.pop(0)))559            continue560        if len(my_samples) != 0:561            continue_samples = continue_collect_samples(available, my_samples, expertises[0], storages[0], samples)562            if len(continue_samples) == 0:563                if len(valid_cloud_samples) != 0:564                    print('GOTO DIAGNOSIS')565                else:566                    print('GOTO SAMPLES')567                continue568            elif available_storage != 0:569                print('GOTO MOLECULES')570                continue571    if targets[0] != 'SAMPLES' and len(my_samples) == 0:572        print_debug("====1====")573        print("GOTO SAMPLES")574        continue575    if targets[0] != 'DIAGNOSIS' and (len(undiagnosed_samples) != 0 and len(my_samples) == len(undiagnosed_samples)):576        print_debug("====2====")577        print("GOTO DIAGNOSIS")578        continue579    if targets[0] != 'MOLECULES' and available_storage != 0 and len(my_samples) > 0 \580            and len(undiagnosed_samples) == 0 and len(validated_samples) == len(my_samples):581        print_debug("====3====")582        print("GOTO MOLECULES")583        continue584    if targets[0] != 'LABORATORY' and len(submit_samples) != 0 and len(submit_samples) == len(my_samples):585        print_debug("====4====")586        print("GOTO LABORATORY")587        continue588    if available_storage == 0:589        if len(my_samples) != 3 and len(valid_cloud_samples) == 0:590            print('GOTO SAMPLES')591        else:...

relocate.py

Source:relocate.py

...58'''59A debug helper, why not?60'''61ENABLE_DEBUG = True62def print_debug(s, *argv):63    if ENABLE_DEBUG:64        out = '[Debug]   (relocate.py): ' + str(s)65        for a in argv:66            out += ' ' + str(a)67        print(out)68'''69And an error printer :)70'''71ENABLE_ERROR = True72def print_error(s, *argv):73    if ENABLE_ERROR:74        out = '[Error]   (relocate.py): ' + str(s)75        for a in argv:76            out += ' ' + str(a)77        print(out)78def write_to_elf(elf_bytes, offset, val, n, little_endian=True):79    byte_val = val.to_bytes(n, byteorder='little' if little_endian else 'big')80    elf_bytes[offset:offset+n] = byte_val81'''82Parse .rel.text entries, ignoring relocations that are nonzero (matching83entries in .rel.dyn for dynamic relocation) if desired. Zero-valued relocations84are more likely missing extern references that must be resolved.85'''86def parse_text_relocations(e, ignore_nonzero_symbol_vals=False):87    parsed_relocations = []88    rel_text = e.get_section_by_name('.rel.text')89    if not rel_text:90        return parsed_relocations91    rel_symtab = e.get_section(rel_text['sh_link'])92    rel_stringtable = e.get_section_by_name('.strtab')93    for relocation in rel_text.iter_relocations():94        relocation_symbol = rel_symtab.get_symbol(relocation['r_info_sym'])95        if ignore_nonzero_symbol_vals and relocation_symbol['st_value'] != 0:96            continue97        relocation_type = descriptions._DESCR_RELOC_TYPE_ARM[relocation['r_info_type']]98        if relocation_type != 'R_ARM_GOT_BREL':99            print_warning('found .text relocation with unexpected type ' + relocation_type)100        parsed_relocations.append({101            'offset': '{:08x}'.format(relocation['r_offset']),102            'offset_val': relocation['r_offset'],103            'info': '{:08x}'.format(relocation['r_info']),104            'type': relocation_type,105            'symbol_val': '{:08x}'.format(relocation_symbol['st_value']),106            'symbol_name': rel_stringtable.get_string(relocation_symbol['st_name']),107        })108    return parsed_relocations109def parse_got_offsets(e, relocations):110    # We're looking in the text section for the GOT offsets matching the parsed relocations111    text = e.get_section_by_name('.text')112    for r in relocations:113        text_offset = r['offset_val'] - text['sh_addr']114        115        if text_offset < 0 or text_offset >= text['sh_size']:116            print_warning('Relocation .text offset has bad value ' + text_offset)117            continue118        r['got_offset'] = text.data()[text_offset]119    120    121'''122Search through the provided `.map` file contents to find symbol addresses123matching the outstanding relocation entries.124'''125def parse_symbol_locations(map_contents, relocations):126    if not map_contents: # don't do anything if the map file doesn't exist127        return128    # Patterns can be very finnicky depending on the system and format of the129    # map file Should return a list of pattern lists, for which the last130    # result.group(1) contains the correct symbol location when applied to131    # successive lines after the first successful match.132    def generate_patterns(relocation):133        134        return [135            [ # symbol address on one line, try first for exact .text.`fn` match136                re.compile('\.text\.'+relocation['symbol_name']+'\s*0x0*([0-9a-f]{8})')137            ],138            [ # symbol address on one line139                re.compile('\.text\S*'+relocation['symbol_name']+'\s*0x0*([0-9a-f]{8})')140            ],141            [ # symbol address wrapped to next line, exact match first142                re.compile('\.text\.?'+relocation['symbol_name']),143                re.compile('\s*0x0*([0-9a-f]{8})')144            ],145            [ # symbol address wrapped to next line146                re.compile('\.text\S*?'+relocation['symbol_name']),147                re.compile('\s*0x0*([0-9a-f]{8})')148            ],149            [ # use the symbol name after the address instead, since apparently sometimes that's necessary150                re.compile('\s*0x0*([0-9a-f]{8})\s*'+r['symbol_name'])151            ],152        ]153    def apply_pattern(map_contents, pattern_list):154        print_debug('apply_pattern(contents, ' + str(pattern_list) + ')')155        final_result = None 156        first_match_index = -1157        print_debug('\ttrying to find first line match for pattern ' + str(pattern_list[0]) + ' in map contents')158        for i, l in enumerate(map_contents):159            result = pattern_list[0].match(l)160            if result:161                print_debug('\tfirst line matched at index ' + str(i) + ' line: ' + l)162                if len(pattern_list) == 1: # last pattern (only one)163                    print_debug('\tonly one pattern, returning final result')164                    final_result = result165                else:166                    print_debug('\tmore than one pattern, setting first match index to ' + str(i))167                first_match_index = i168                break169                170        if first_match_index >= 0:171            print_debug('\tfirst_match_index set to 0 or greater, proceeding to secondary patterns')172            for i, p in enumerate(pattern_list[1:]):173                print_debug('\ttrying to find ' + str(i+1) + 'line match for pattern ' + str(p) + ' in text line ' + map_contents[first_match_index + 1 + i])174                result = p.match(map_contents[first_match_index + 1 + i])175                if not result:176                    print_debug("\tdidn't find a match")177                    break178                print_debug('\t'+str(i+1)+' line matched')179                if i == len(pattern_list[1:]) - 1: # last pattern180                    print_debug("\tthat was the last pattern, returning final result")181                    final_result = result182        return first_match_index, final_result183    for r in relocations:184        print_debug('generating patterns for unresolved symbol `' + r['symbol_name'] + '`')185        patterns = generate_patterns(r)186        for p_list in patterns:187            line_index, result = apply_pattern(map_contents, p_list)188            if result:189                r['symbol_val'] = result.group(1)190                # Print the symbol resolution for sanity checking191                info_string = 'resolved symbol `' + r['symbol_name'] + '` (GOT offset: ' + hex(r['got_offset']) + ') to ' + r['symbol_val'] + ' using line(s) \n'192                for i in range(len(p_list)):193                    info_string += '\t\t' + map_contents[line_index + i]194                print_info(info_string)195                break196def resolve_got_symbols(e, e_contents, relocations):197    got = e.get_section_by_name('.got')198    for r in relocations:199        # Convert function calls to Thumb mode200        symbol_val = int(r['symbol_val'], base=16)201        if symbol_val < MUSCA_DATA_BASE:202            symbol_val |= 1203        got_entry_offset = got['sh_offset'] + r['got_offset']204        write_to_elf(e_contents, got_entry_offset, symbol_val, 4)205def to_hex(s, prefix_0x=True):206    if prefix_0x:207        return " ".join("0x{0:02x}".format(c) for c in s)208    else:209        return " ".join("{0:02x}".format(c) for c in s)210def to_x_32(s):211    from struct import pack212    if not s: return '0'213    x = pack(">i", s)214    while x[0] in ('\0', 0): x = x[1:]215    216    r = "".join("{0:02x}".format(c) for c in x)217    while r[0] == '0': r = r[1:]218    219    return r220def print_insn_detail(insn):221    # print address, mnemonic and operands222    print_debug("0x%x:\t%s\t%s" % (insn.address, insn.mnemonic, insn.op_str))223    # "data" instruction generated by SKIPDATA option has no detail224    if insn.id == 0:225        return226    if len(insn.operands) > 0:227        print_debug("\top_count: %u" % len(insn.operands))228        c = 0229        for i in insn.operands:230            if i.type == ARM_OP_REG:231                print_debug("\t\toperands[%u].type: REG = %s" % (c, insn.reg_name(i.reg)))232            if i.type == ARM_OP_IMM:233                print_debug("\t\toperands[%u].type: IMM = 0x%s" % (c, to_x_32(i.imm)))234            if i.type == ARM_OP_PIMM:235                print_debug("\t\toperands[%u].type: P-IMM = %u" % (c, i.imm))236            if i.type == ARM_OP_CIMM:237                print_debug("\t\toperands[%u].type: C-IMM = %u" % (c, i.imm))238            if i.type == ARM_OP_FP:239                print_debug("\t\toperands[%u].type: FP = %f" % (c, i.fp))240            if i.type == ARM_OP_SYSREG:241                print_debug("\t\toperands[%u].type: SYSREG = %u" % (c, i.reg))242            if i.type == ARM_OP_SETEND:243                if i.setend == ARM_SETEND_BE:244                    print_debug("\t\toperands[%u].type: SETEND = be" % c)245                else:246                    print_debug("\t\toperands[%u].type: SETEND = le" % c)247            if i.type == ARM_OP_MEM:248                print_debug("\t\toperands[%u].type: MEM" % c)249                if i.mem.base != 0:250                    print_debug("\t\t\toperands[%u].mem.base: REG = %s" \251                        % (c, insn.reg_name(i.mem.base)))252                if i.mem.index != 0:253                    print_debug("\t\t\toperands[%u].mem.index: REG = %s" \254                        % (c, insn.reg_name(i.mem.index)))255                if i.mem.scale != 1:256                    print_debug("\t\t\toperands[%u].mem.scale: %u" \257                        % (c, i.mem.scale))258                if i.mem.disp != 0:259                    print_debug("\t\t\toperands[%u].mem.disp: 0x%s" \260                        % (c, to_x_32(i.mem.disp)))261                if i.mem.lshift != 0:262                    print_debug("\t\t\toperands[%u].mem.lshift: 0x%s" \263                        % (c, to_x_32(i.mem.lshift)))264            if i.neon_lane != -1:265                print_debug("\t\toperands[%u].neon_lane = %u" % (c, i.neon_lane))266            if i.access == CS_AC_READ:267                print_debug("\t\toperands[%u].access: READ\n" % (c))268            elif i.access == CS_AC_WRITE:269                print_debug("\t\toperands[%u].access: WRITE\n" % (c))270            elif i.access == CS_AC_READ | CS_AC_WRITE:271                print_debug("\t\toperands[%u].access: READ | WRITE\n" % (c))272            if i.shift.type != ARM_SFT_INVALID and i.shift.value:273                print_debug("\t\t\tShift: %u = %u" \274                    % (i.shift.type, i.shift.value))275            if i.vector_index != -1:276                print_debug("\t\t\toperands[%u].vector_index = %u" %(c, i.vector_index))277            if i.subtracted:278                print_debug("\t\t\toperands[%u].subtracted = True" %c)279            c += 1280    if insn.update_flags:281        print_debug("\tUpdate-flags: True")282    if insn.writeback:283        print_debug("\tWrite-back: True")284    if not insn.cc in [ARM_CC_AL, ARM_CC_INVALID]:285        print_debug("\tCode condition: %u" % insn.cc)286    if insn.cps_mode:287        print_debug("\tCPSI-mode: %u" %(insn.cps_mode))288    if insn.cps_flag:289        print_debug("\tCPSI-flag: %u" %(insn.cps_flag))290    if insn.vector_data:291        print_debug("\tVector-data: %u" %(insn.vector_data))292    if insn.vector_size:293        print_debug("\tVector-size: %u" %(insn.vector_size))294    if insn.usermode:295        print_debug("\tUser-mode: True")296    if insn.mem_barrier:297        print_debug("\tMemory-barrier: %u" %(insn.mem_barrier))298    (regs_read, regs_write) = insn.regs_access()299    if len(regs_read) > 0:300        print_debug("\tRegisters read:")301        for r in regs_read:302            print_debug(" %s" %(insn.reg_name(r)))303        print_debug("")304    if len(regs_write) > 0:305        print_debug("\tRegisters modified:")306        for r in regs_write:307            print_debug(" %s" %(insn.reg_name(r)))308        print_debug("")309def patch_ptr_indirection(e, e_contents, relocations, dump_contents):310    text_section = e.get_section_by_name('.text')311    offset = text_section['sh_offset']312    size = text_section['sh_size']313    text_bytes = e_contents[offset:offset+size]314    mode = Cs(CS_ARCH_ARM, CS_MODE_THUMB + CS_MODE_LITTLE_ENDIAN + CS_MODE_V8)315    mode.detail = True316    def get_got_load_register(instr_list, idx):317        instr = instr_list[idx]318        if not instr.mnemonic.startswith("ldr"):319            #print_debug('failed ldr', instr.mnemonic)320            return None321        o = instr.operands[1]322        if o.type != ARM_OP_MEM or (instr.reg_name(o.mem.base) != 'sb'):323            #print_debug('failed op mem', o.type, instr.reg_name(o.mem.base) != 'sb')324            return None325        dest_o = instr.operands[0]326        if dest_o.type != ARM_OP_REG:327            #print_debug('failed dst op reg', dest_o.type)328            return None329        return_reg = instr.reg_name(dest_o.reg)330        for curr_instr in reversed(instr_list[:idx]):331            if curr_instr.mnemonic.startswith('ldr') and curr_instr.reg_name(curr_instr.operands[0].reg) == instr.reg_name(o.mem.index) \332                    and curr_instr.reg_name(curr_instr.operands[1].mem.base) == 'pc':333                got_index_location = curr_instr.operands[1].mem.disp + curr_instr.address + 2334                if curr_instr.address % 4 == 0:335                    got_index_location += 2336                matched_r_flag = False337                for r in relocations:338                    if r['offset_val'] == got_index_location:339                        matched_r_flag = True340                if not matched_r_flag: # couldn't find a text relocation, so it must be a data reference (keep indirections)341                    return_reg = None342                break343        return return_reg344    def get_branch_dest_idx(instr_list, target_instr_addr):345        for idx, i in enumerate(instr_list):346            if i.address == target_instr_addr:347                return idx348    def destroy_indirection(instr):349        text_offset = instr.address - text_section['sh_addr']350        offset_into_elf_contents = text_section['sh_offset'] + text_offset351        print_insn_detail(instr)352        353        r_dst = instr.reg_name(instr.operands[0].reg)354        if r_dst not in ARM_REG_VALS:355            print_warning('indirection destination register', r_dst, 'not found in ARM_REG_VALS')356            return357        r_dst_val = ARM_REG_VALS[r_dst]358        r_src = instr.reg_name(instr.operands[1].mem.base)359        if r_src not in ARM_REG_VALS:360            print_warning('indirection source register', r_src, 'not found in ARM_REG_VALS')361            return362        r_src_val = ARM_REG_VALS[r_src]363        mov_instr = (0b01000110 << 8) | ((r_dst_val >> 3) & 0b1) << 7 | ((r_src_val & 0b1111) << 3) | (r_dst_val & 0b111)364        write_to_elf(e_contents, offset_into_elf_contents, mov_instr, 2)365        if instr.size == 4: # append nop366            write_to_elf(e_contents, offset_into_elf_contents+2, 0x0, 2)367    def search_and_destroy_indirections(instr_list, idx, got_val_reg):368        visited_instructions = [idx]369        pending_search_queue = [idx + 1] # we already saw the GOT load, let's start at the next line370        while len(pending_search_queue) > 0:371            curr_idx = pending_search_queue.pop(0) 372            print_debug('\tdequeueing instruction: idx', curr_idx, 'addr', hex(instr_list[curr_idx].address))373            374            # iterate through instructions looking for indirect loads from `got_val_reg`375            # until we leave the local scope (return from function) or register is overwritten376            while True:377                if curr_idx >= len(instr_list):378                    print_debug('\tran out of instructions, stopping iteration')379                    break # no sense in reading off the end of .text380                curr_instr = instr_list[curr_idx]381                print_debug('\t** index, address, mnemonic:', curr_idx, hex(curr_instr.address), curr_instr.mnemonic)382                if curr_idx in visited_instructions:383                    print_debug('\tgoing in a loop, terminating path')384                    #print('>>>>')385                    #print_insn_detail(curr_instr) 386                    #print('<<<<')387                    break # going in a loop, stop while we still can388                visited_instructions.append(curr_idx)389                if curr_instr.mnemonic.startswith('ldr'): # check for bad function pointer dereference390                    o1 = curr_instr.operands[1]391                    if o1.type == ARM_OP_MEM and curr_instr.reg_name(o1.mem.base) == got_val_reg:392                        print_debug('\tfound bad function pointer dereference')393                        #print('>>>>')394                        #print_insn_detail(curr_instr) 395                        #print('<<<<')396                        dest_reg = curr_instr.reg_name(curr_instr.operands[0].reg)397                        print_debug('\tdestination register', dest_reg)398                        destroy_indirection(curr_instr)399                if curr_instr.mnemonic.startswith('bx') or curr_instr.mnemonic.startswith('bxns'):400                    print_debug('\tbx or bxns, terminating path')401                    #print('>>>>')402                    #print_insn_detail(curr_instr) 403                    #print('<<<<')404                    break # returning from function, no need to continue405                if curr_instr.mnemonic.startswith('pop'):406                    regs_read, regs_write = curr_instr.regs_access()407                    pop_flag = False408                    for r in regs_write:409                        if curr_instr.reg_name(r) == 'pc':410                            print_debug('\tpop pc return, terminating path')411                            #print('>>>>')412                            #print_insn_detail(curr_instr) 413                            #print('<<<<')414                            pop_flag = True415                            break416                    if pop_flag:417                        break # common to return from function by loading old PC off stack418                CONDITIONAL_BRANCH_LIST = ['beq', 'bne', 'ble', 'blt', 'bge', 'bgt', 'cbnz', 'cbz']419                cb_flag = False420                for b in CONDITIONAL_BRANCH_LIST:421                    if curr_instr.mnemonic.startswith(b):422                        if curr_instr.operands[0].type == ARM_OP_IMM:423                            target_o = curr_instr.operands[0]424                        elif curr_instr.operands[1].type == ARM_OP_IMM:425                            target_o = curr_instr.operands[1]426                        else:427                            target_o = None428                        if target_o:429                            cb_flag = True430                            target = get_branch_dest_idx(instr_list, target_o.imm)431                            print_debug('\tconditional jump detected, appending index', target)432                            #print('>>>>')433                            #print_insn_detail(curr_instr)434                            #print('<<<<')435                            pending_search_queue.append(target) # queue passing condition 436                            curr_idx += 1 # simulate failing condition437                        else:438                            print_debug('\tconditional jump detected but no immediate target operand detected :(')439                if curr_instr.mnemonic == 'b' and curr_instr.operands[0].type == ARM_OP_IMM:440                    target = get_branch_dest_idx(instr_list, curr_instr.operands[0].imm)441                    print_debug('\tjump detected, going to index', target)442                    #print('>>>>')443                    #print_insn_detail(curr_instr)444                    #print('<<<<')445                    curr_idx = target446                else:447                    _, regs_write = curr_instr.regs_access()448                    if got_val_reg in regs_write: # overwriting the got_val register means we can stop looking for indirections449                        break450                    elif not cb_flag: # go to next instruction451                        curr_idx += 1452    instr_list = []453    for i in mode.disasm(text_bytes, text_section['sh_addr']):454        #print_insn_detail(i)455        instr_list.append(i)456    for i, _ in enumerate(instr_list):457        r = get_got_load_register(instr_list, i)458        if r:459            print_debug('---------------------------------')460            print_debug('GOT LOAD REG', r)461            print_debug('---------------------------------')462            search_and_destroy_indirections(instr_list, i, r)463# For resolved relocations, change dynamic relocation type from R_ARM_RELATIVE464# to R_ARM_NONE The format of the .rel.dyn section is a simple list of 8-byte465# entries: ([32 bit offset into GOT] [32 bit info field])466def patch_dyn_relocations(e, e_contents, relocations):467    rel_dyn = e.get_section_by_name('.rel.dyn')468    if not rel_dyn:469        return470    rel_dyn_base_offset = rel_dyn['sh_offset']471    for i in range(rel_dyn.num_relocations()):472        relocation_entry = rel_dyn.get_relocation(i)473        for r in relocations:474            if r['got_offset'] == relocation_entry['r_offset']:475                write_to_elf(e_contents, rel_dyn_base_offset + (i * 8) + 4, enums.ENUM_RELOC_TYPE_ARM['R_ARM_NONE'], 4)...

string_handling.py

Source:string_handling.py

...15	f = open(log_filename, "ab")16	f.write( str )17	f.close()1819def print_debug( str ):20	if debug:21		print str2223##########################2425#LPTSTR lstrcat(      26#    LPTSTR lpString1,27#    LPTSTR lpString228#);29def lstrcat_handler(hookcall):30	print_debug( "kernel32.lstrcat() called!" )31	uhookerAPI = hookcall.proxy3233	_lpString1 = hookcall.params[0]34	_lpString2 = hookcall.params[1]3536	str1 = '<invalid>'37	str2 = '<invalid>'38	if _lpString1 != 0:39		str1 = uhookerAPI.readasciiz( _lpString1 )40	if _lpString2 != 0:41		str2 = uhookerAPI.readasciiz( _lpString2 )42	43	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )4445	logf("-- kernel32.lstrcat( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )464748	hookcall.sendack()49	return5051def lstrcatA_handler(hookcall):52	print_debug( "kernel32.lstrcatA() called!" )53	uhookerAPI = hookcall.proxy5455	_lpString1 = hookcall.params[0]56	_lpString2 = hookcall.params[1]5758	str1 = '<invalid>'59	str2 = '<invalid>'60	if _lpString1 != 0:61		str1 = uhookerAPI.readasciiz( _lpString1 )62	if _lpString2 != 0:63		str2 = uhookerAPI.readasciiz( _lpString2 )64	65	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )6667	logf("-- kernel32.lstrcatA( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )686970	hookcall.sendack()71	return7273def lstrcatW_handler(hookcall):74	print_debug( "kernel32.lstrcatW() called!" )75	uhookerAPI = hookcall.proxy7677	_lpString1 = hookcall.params[0]78	_lpString2 = hookcall.params[1]7980	str1 = ''81	str2 = ''82	ustr1 = ''83	ustr2 = ''84	if _lpString1 != 0:85		ustr1 = uhookerAPI.readunicode( _lpString1 )86		for j in ustr1:87			if j != '\x00':88				str1 = str1 + j89	else:90		str1 = '<invalid>'9192	if _lpString2 != 0:93		ustr2 = uhookerAPI.readunicode( _lpString2 )94		for j in ustr2:95			if j != '\x00':96				str2 = str2 + j97	else:98		str2 = '<invalid>'99	100	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )101102	logf("-- kernel32.lstrcatW( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )103104105	hookcall.sendack()106	return107108109#int lstrcmp(      110#    LPCTSTR lpString1,111#    LPCTSTR lpString2112#);113def lstrcmp_handler(hookcall):114	print_debug( "kernel32.lstrcmp() called!" )115	uhookerAPI = hookcall.proxy116117	_lpString1 = hookcall.params[0]118	_lpString2 = hookcall.params[1]119120	str1 = '<invalid>'121	str2 = '<invalid>'122	if _lpString1 != 0:123		str1 = uhookerAPI.readasciiz( _lpString1 )124	if _lpString2 != 0:125		str2 = uhookerAPI.readasciiz( _lpString2 )126	127	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )128129130	logf("-- kernel32.lstrcmp( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )131132	hookcall.sendack()133	return134135def lstrcmpA_handler(hookcall):136	print_debug( "kernel32.lstrcmpA() called!" )137	uhookerAPI = hookcall.proxy138139	_lpString1 = hookcall.params[0]140	_lpString2 = hookcall.params[1]141142	str1 = '<invalid>'143	str2 = '<invalid>'144	if _lpString1 != 0:145		str1 = uhookerAPI.readasciiz( _lpString1 )146	if _lpString2 != 0:147		str2 = uhookerAPI.readasciiz( _lpString2 )148	149	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )150151	logf("-- kernel32.lstrcmpA( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )152153154	hookcall.sendack()155	return156157def lstrcmpW_handler(hookcall):158	print_debug( "kernel32.lstrcmpW() called!" )159	uhookerAPI = hookcall.proxy160161	_lpString1 = hookcall.params[0]162	_lpString2 = hookcall.params[1]163164	str1 = ''165	str2 = ''166	ustr1 = ''167	ustr2 = ''168	if _lpString1 != 0:169		ustr1 = uhookerAPI.readunicode( _lpString1 )170		for j in ustr1:171			if j != '\x00':172				str1 = str1 + j173	else:174		str1 = '<invalid>'175176	if _lpString2 != 0:177		ustr2 = uhookerAPI.readunicode( _lpString2 )178		for j in ustr2:179			if j != '\x00':180				str2 = str2 + j181	else:182		str2 = '<invalid>'183	184	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )185186	logf("-- kernel32.lstrcmpW( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )187188189	hookcall.sendack()190	return191192def lstrcmpi_handler(hookcall):193	print_debug( "kernel32.lstrcmpi() called!" )194	uhookerAPI = hookcall.proxy195196	_lpString1 = hookcall.params[0]197	_lpString2 = hookcall.params[1]198199	str1 = '<invalid>'200	str2 = '<invalid>'201	if _lpString1 != 0:202		str1 = uhookerAPI.readasciiz( _lpString1 )203	if _lpString2 != 0:204		str2 = uhookerAPI.readasciiz( _lpString2 )205	206	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )207208	logf("-- kernel32.lstrcmpi( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )209210211	hookcall.sendack()212	return213214def lstrcmpiA_handler(hookcall):215	print_debug( "kernel32.lstrcmpiA() called!" )216	uhookerAPI = hookcall.proxy217218	_lpString1 = hookcall.params[0]219	_lpString2 = hookcall.params[1]220221	str1 = '<invalid>'222	str2 = '<invalid>'223	if _lpString1 != 0:224		str1 = uhookerAPI.readasciiz( _lpString1 )225	if _lpString2 != 0:226		str2 = uhookerAPI.readasciiz( _lpString2 )227	228	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )229230	logf("-- kernel32.lstrcmpiA( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )231232233	hookcall.sendack()234	return235236def lstrcmpiW_handler(hookcall):237	print_debug( "kernel32.lstrcmpiW() called!" )238	uhookerAPI = hookcall.proxy239240	_lpString1 = hookcall.params[0]241	_lpString2 = hookcall.params[1]242243	str1 = ''244	str2 = ''245	ustr1 = ''246	ustr2 = ''247	if _lpString1 != 0:248		ustr1 = uhookerAPI.readunicode( _lpString1 )249		for j in ustr1:250			if j != '\x00':251				str1 = str1 + j252	else:253		str1 = '<invalid>'254255	if _lpString2 != 0:256		ustr2 = uhookerAPI.readunicode( _lpString2 )257		for j in ustr2:258			if j != '\x00':259				str2 = str2 + j260	else:261		str2 = '<invalid>'262	263	print_debug("String1: %s\nString2: %s\n" % (str1, str2) )264265266	logf("-- kernel32.lstrcmpiW( %.8X (%s), %.8X (%s) )\n" % (_lpString1, str1, _lpString2, str2) )267268	hookcall.sendack()269	return270271#LPTSTR lstrcpy(      272#    LPTSTR lpString1,273#    LPTSTR lpString2274#);275def lstrcpy_handler(hookcall):276	print_debug( "kernel32.lstrcpy() called!" )277	uhookerAPI = hookcall.proxy278279	_lpDest = hookcall.params[0]280	_lpSrc  = hookcall.params[1]281282	src = '<invalid>'283	print_debug( "Dst: %.8X" % int(_lpDest) )284285	if _lpSrc != 0:286		src = uhookerAPI.readasciiz( _lpSrc )287288	print_debug("Src: %s\n" % src)289290	logf("-- kernel32.lstrcpy( %.8X , %.8X (%s) )\n" % (_lpDest, _lpSrc, src) )291292	hookcall.sendack()293	return294295def lstrcpyA_handler(hookcall):296	print_debug( "kernel32.lstrcpyA() called!" )297	uhookerAPI = hookcall.proxy298299	_lpDest = hookcall.params[0]300	_lpSrc  = hookcall.params[1]301302	src = '<invalid>'303	print_debug( "Dst: %.8X" % int(_lpDest) )304305	if _lpSrc != 0:306		src = uhookerAPI.readasciiz( _lpSrc )307308	print_debug("Src: %s" % src)309310	logf("-- kernel32.lstrcpyA( %.8X , %.8X (%s) )\n" % (_lpDest, _lpSrc, src) )311312	hookcall.sendack()313	return314315def lstrcpyW_handler(hookcall):316	print_debug( "kernel32.lstrcpyW() called!" )317	uhookerAPI = hookcall.proxy318319	_lpDest = hookcall.params[0]320	_lpSrc  = hookcall.params[1]321322	src = ''323	usrc = ''324	print_debug( "Dst: %.8X" % int(_lpDest) )325326	if _lpSrc != 0:327		usrc = uhookerAPI.readunicode( _lpSrc )328		for j in usrc:329			if j != '\x00':330				src = src + j331	else:332		src = '<invalid>'333334	print_debug("Src: %s" % src)335336	logf("-- kernel32.lstrcpyW( %.8X , %.8X (%s) )\n" % (_lpDest, _lpSrc, src) )337338	hookcall.sendack()339	return340341342#LPTSTR lstrcpyn(      343#    LPTSTR lpString1,344#    LPCTSTR lpString2,345#    int iMaxLength346#);347def lstrcpyn_handler(hookcall):348	print_debug( "kernel32.lstrcpyn() called!" )349	uhookerAPI = hookcall.proxy350351	_lpDest = hookcall.params[0]352	_lpSrc  = hookcall.params[1]353	_iMaxLen = hookcall.params[2]354355	src = '<invalid>'356	print_debug( "Dst: %.8X" % int(_lpDest) )357358	if _lpSrc != 0:359		src = uhookerAPI.readasciiz( _lpSrc )360361	print_debug("Src: %s" % src)362	print_debug("Len: %d" % _iMaxLen )363364365	logf("-- kernel32.lstrcpyn( %.8X , %.8X (%s), %d )\n" % (_lpDest, _lpSrc, src, _iMaxLen) )366367	hookcall.sendack()368	return369370def lstrcpynA_handler(hookcall):371	print_debug( "kernel32.lstrcpynA() called!" )372	uhookerAPI = hookcall.proxy373374	_lpDest = hookcall.params[0]375	_lpSrc  = hookcall.params[1]376	_iMaxLen = hookcall.params[2]377378	src = '<invalid>'379	print_debug( "Dst: %.8X" % int(_lpDest) )380381	if _lpSrc != 0:382		src = uhookerAPI.readasciiz( _lpSrc )383384	print_debug("Src: %s" % src)385	print_debug("Len: %d" % _iMaxLen )386387388	logf("-- kernel32.lstrcpynA( %.8X , %.8X (%s), %d )\n" % (_lpDest, _lpSrc, src, _iMaxLen) )389390	hookcall.sendack()391	return392393def lstrcpynW_handler(hookcall):394	print_debug( "kernel32.lstrcpynW() called!" )395	uhookerAPI = hookcall.proxy396397	_lpDest = hookcall.params[0]398	_lpSrc  = hookcall.params[1]399	_iMaxLen = hookcall.params[2]400401	src = ''402	usrc = ''403	print_debug( "Dst: %.8X" % int(_lpDest) )404405	if _lpSrc != 0:406		usrc = uhookerAPI.readunicode( _lpSrc )407		for j in usrc:408			if j != '\x00':409				src = src + j410	else:411		src = '<invalid>'412413	print_debug("Src: %s" % src)414	print_debug("Len: %d" % _iMaxLen)415416417	logf("-- kernel32.lstrcpynW( %.8X , %.8X (%s), %d )\n" % (_lpDest, _lpSrc, src, _iMaxLen) )418419	hookcall.sendack()420	return421422423424#int lstrlen(      425#    LPCTSTR lpString426#);427def lstrlen_handler(hookcall):428	print_debug( "kernel32.lstrlen() called!" )429	uhookerAPI = hookcall.proxy430431	_lpString  = hookcall.params[0]432433	src = '<invalid>'434	if _lpSrc != 0:435		src = uhookerAPI.readasciiz( _lpString )436437	print_debug("String: %s" % src)438439	logf("-- kernel32.lstrlen( %.8X (%s) )\n" % (_lpString, src ) )440441	hookcall.sendack()442	return443444def lstrlenA_handler(hookcall):445	print_debug( "kernel32.lstrlenA() called!" )446	uhookerAPI = hookcall.proxy447448	_lpString  = hookcall.params[0]449450	src = '<invalid>'451	if _lpString != 0:452		src = uhookerAPI.readasciiz( _lpString )453454	print_debug("String: %s" % src)455456457	logf("-- kernel32.lstrlenA( %.8X (%s) )\n" % (_lpString, src ) )458459	hookcall.sendack()460	return461462def lstrlenW_handler(hookcall):463	print_debug( "kernel32.lstrlenW() called!" )464	uhookerAPI = hookcall.proxy465466	_lpString  = hookcall.params[0]467468	src = ''469	usrc = ''470	if _lpString != 0:471		usrc = uhookerAPI.readunicode( _lpString )472		for j in usrc:473			if j != '\x00':474				src = src + j475	else:476		src = '<invalid>'477478	print_debug("String: %s" % src)479480481	logf("-- kernel32.lstrlenW( %.8X (%s) )\n" % (_lpString, src ) )482483	hookcall.sendack()484	return485486487#int CompareString(      488#    LCID Locale,489#    DWORD dwCmpFlags,490#    LPCTSTR lpString1,491#    int cchCount1,492#    LPCTSTR lpString2,493#    int cchCount2494#);495496def CompareStringA_handler(hookcall):497	print_debug( "kernel32.CompareStringA() called!" )498	uhookerAPI = hookcall.proxy499500	_Locale = hookcall.params[0]501	_dwCmpFlags = hookcall.params[1]502	_lpString1 = hookcall.params[2]503	_cchCount1 = hookcall.params[3]504	_lpString2 = hookcall.params[4]505	_cchCount2 = hookcall.params[5]506507	print_debug("Locale: %d" % int(_Locale) )508	print_debug("dwCmpFlags: %d" % int(_dwCmpFlags) )509510	str1 = '<invalid>'511	if _lpString1 != 0:512		tmp = uhookerAPI.readasciiz( _lpString1 )513		for x in xrange(0, _cchCount1-1 ):514			if str1[x] != '\x00':515				tmp = tmp + str1[x]516		str1 = tmp517518	str2 = '<invalid>'519	if _lpString2 != 0:520		str2 = uhookerAPI.readasciiz( _lpString2 )521		for x in xrange( 0, _cchCount2-1 ):522			if str2[x] != '\x00':523				tmp = tmp + str2[x]524		str2 = tmp525526	print_debug("String1: %s" % str1)527	print_debug("String2: %s" % str2)528529530	logf("-- kernel32.CompareStringA( %d, %d, %.8X (%s), %d, %.8X (%s), %d )\n" % (_Locale, _dwCmpFlags, _lpString1, str1, _cchCount1, _lpString2, str2, _cchCount2 ) )531532533534	hookcall.sendack()535	return536537def CompareStringW_handler(hookcall):538	print_debug( "kernel32.CompareStringW() called!" )539	uhookerAPI = hookcall.proxy540541	_Locale = hookcall.params[0]542	_dwCmpFlags = hookcall.params[1]543	_lpString1 = hookcall.params[2]544	_cchCount1 = hookcall.params[3]545	_lpString2 = hookcall.params[4]546	_cchCount2 = hookcall.params[5]547548549	print_debug("Locale: %d" % _Locale )550	print_debug("dwCmpFlags: %d" % _dwCmpFlags )551552	str1 = ''553	ustr1 = ''554	if _lpString1 != 0:555		ustr1 = uhookerAPI.readunicode( _lpString1 )556		for x in xrange(0, (_cchCount1-1)*2 ):557			if ustr1[x] != '\x00':558				str1 = str1 + ustr1[x]559	else:560		str1 = '<invalid>'561562563564	str2 = ''565	ustr2 = ''566	if _lpString2 != 0:567		ustr2 = uhookerAPI.readunicode( _lpString2 )568		for x in xrange(0, (_cchCount2-1)*2):569			if ustr2[x] != '\x00':570				str2 = str2 + ustr2[x]571	else:572		str2 = '<invalid>'573574575	print_debug("String1: %s" % str1)576	print_debug("String2: %s" % str2)577578	logf("-- kernel32.CompareStringw( %d, %d, %.8X (%s), %d, %.8X (%s), %d )\n" % (_Locale, _dwCmpFlags, _lpString1, str1, _cchCount1, _lpString2, str2, _cchCount2 ) )579580581	hookcall.sendack()582	return583
...

code4life_l3.py

Source:code4life_l3.py

1import sys2import math3# Bring data on patient samples from the diagnosis machine to the laboratory with enough molecules to produce medicine!4def print_debug(text):5    print(text, file=sys.stderr)6    7def get_distance(start, end):8    index_matrx = {9        'START_POS' : 0,10        'SAMPLES'   : 1,11        'DIAGNOSIS' : 2,12        'MOLECULES' : 3,13        'LABORATORY': 414    }15    start_i = index_matrx[start]16    end_i = index_matrx[end]17    distance_matrix = [18        [0,2,2,2,2],19        [0,3,3,3,3],20        [0,3,0,3,4],21        [0,3,3,0,3],22        [0,3,4,3,0]23    ]24    return distance_matrix[start_i][end_i]25def is_sample_diagnosed(sample):26    if sample['health'] != -1:27        return True28    return False29def undiagnosed_sample_count(samples):30    undiagnosed_count = 031    for sample_id in samples.keys():32        if not is_sample_diagnosed(samples[sample_id]):33            undiagnosed_count += 134    print_debug('my undiagnosed sample count:{}'.format(undiagnosed_count))35    return undiagnosed_count36def is_expertise_enough_for_my_sample(myexpertise, sample):37    #print_debug('validing sample:{}'.format(sample))38    molecule_limit = 1039    max_molecule = 540    for molecule, needed in sample['cost'].items():41        print_debug("checking {}: needed({}), myexp({}), available({})".format(molecule, needed, myexpertise[molecule], available[molecule]))42        molecule_limit = molecule_limit - (needed - myexpertise[molecule])43        if needed > (max_molecule + myexpertise[molecule]):44            print_debug("needed({}) > exp({}) + {}".format(needed, myexpertise[molecule],max_molecule))45            return False46            break47        if molecule_limit < 0:48            print_debug("needed({}) + exp({}) > {}".format(needed, myexpertise[molecule],molecule_limit))49            return False50            break51    return True52def get_validated_sample_count(myexpertise, samples):53    validated_count = 054    for sample_id in samples.keys():55        print_debug('validating sample:{}'.format(sample_id))56        if is_expertise_enough_for_my_sample(myexpertise, samples[sample_id]):57            validated_count += 158    print_debug('validated_count:{}'.format(validated_count))59    return validated_count60    61    62def ready_for_lab_sample_id(myexpertise, storages, samples):63    for sample_id in samples.keys():64        print_debug('submit id:{}?'.format(sample_id))65        count = 066        for molecule, needed in samples[sample_id]['cost'].items():67            if needed <= myexpertise[molecule] + storages[molecule] and needed != -1:68                print_debug("{},needed({}),exp({}),storage({})".format(molecule.upper(), needed, myexpertise[molecule],storages[molecule]))69                count += 170        print_debug('count:{}'.format(count))71        if count == 5:72            print_debug('ready_for_submit_sample_id:{}'.format(sample_id))73            return sample_id74    return -175project_count = int(input())76projects_needs = []77for i in range(project_count):78    needs_value = [int(j) for j in input().split()]79    needs_key = ['a','b','c','d','e']80    needs = dict(zip(needs_key, needs_value))81    projects_needs.append(needs)82print_debug("projects_needs:{}".format(projects_needs))83game_loop = 184# game loop85while True:86    print_debug("game_loop:{}".format(game_loop))87    88    89    # Contains both players, 0 is myself90    targets = []91    etas = []92    scores = []93    storages = []94    expertises = []95    96    # Contains data used for both player97    available = {}98    samples = {}99    mysamples = {}100    101    for i in range(2):102        storage = {}103        expertise = {}104        target, eta, score, storage_a, storage_b, storage_c, storage_d, storage_e, expertise_a, expertise_b, expertise_c, expertise_d, expertise_e = input().split()105        targets.append(target)106        etas.append(int(eta))107        scores.append(int(score))108        storage['a'] = int(storage_a)109        storage['b'] = int(storage_b)110        storage['c'] = int(storage_c)111        storage['d'] = int(storage_d)112        storage['e'] = int(storage_e)113        storages.append(storage)114        115        expertise['a'] = int(expertise_a)116        expertise['b'] = int(expertise_b)117        expertise['c'] = int(expertise_c)118        expertise['d'] = int(expertise_d)119        expertise['e'] = int(expertise_e)120        expertises.append(expertise)121        122    available['a'], available['b'], available['c'], available['d'], available['e'] = [int(i) for i in input().split()]123    sample_count = int(input())124    for i in range(sample_count):125        sample_id, carried_by, rank, expertise_gain, health, cost_a, cost_b, cost_c, cost_d, cost_e = input().split()126        sample = {}127        sample_data = {}128        sample_data['carried_by'] = int(carried_by)129        sample_data['rank'] = int(rank)130        sample_data['experties_gain'] = expertise_gain131        sample_data['health'] = int(health)132        sample_data['cost'] = {}133        sample_data['cost']['a'] = int(cost_a)134        sample_data['cost']['b'] = int(cost_b)135        sample_data['cost']['c'] = int(cost_c)136        sample_data['cost']['d'] = int(cost_d)137        sample_data['cost']['e'] = int(cost_e)138        samples[sample_id] = sample_data139        140        if int(carried_by) == 0:141            mysamples[sample_id] = sample_data142    my_undiagnosed_sample_count = undiagnosed_sample_count(mysamples)143    validated_sample_count = get_validated_sample_count(expertises[0], mysamples)144    submit_sample_id = ready_for_lab_sample_id(expertises[0], storages[0], mysamples)145    146    print_debug("my targets:{}".format(targets[0]))147    print_debug("my eta:{}".format(etas[0]))148    print_debug("my expertise:{}".format(expertises[0]))149    #print_debug("all samples:{}".format(samples))150    print_debug("my samples:{}".format(mysamples))151    152    if etas[0] > 0:153        print("WAIT")154        continue155    156    if targets[0] == 'START_POS' or (targets[0] != 'SAMPLES' and len(mysamples) == 0):157        print_debug("====1====")158        print("GOTO SAMPLES")159        continue160    if targets[0] != 'DIAGNOSIS' and my_undiagnosed_sample_count != 0 and len(mysamples) == 3:161        print_debug("====2====")162        print("GOTO DIAGNOSIS")163        continue164    165    if targets[0] != 'MOLECULES' and len(mysamples) != 0 and my_undiagnosed_sample_count == 0 and submit_sample_id == -1 and validated_sample_count == len(mysamples):166        print_debug("====3====")167        print("GOTO MOLECULES")168        continue169    170    if targets[0] != 'LABORATORY' and submit_sample_id != -1:171        print_debug("====4====")172        print_debug('ready to submit_id:{}'.format(submit_sample_id))173        print("GOTO LABORATORY")174        continue175    176    if targets[0] == 'SAMPLES' and len(mysamples) < 3:177        print_debug("====5====")178        rank = 2179        if sum(expertises[0].values()) > 5:180            rank = 3181        print_debug("rank:{}".format(rank))182        print("CONNECT {}".format(rank))183        continue184    185    if targets[0] == 'DIAGNOSIS' and (my_undiagnosed_sample_count != 0 or validated_sample_count < len(mysamples)):186        print_debug("====6====")187        for current_id in mysamples.keys():188            print_debug('Diagnosing sample id:{}'.format(current_id))189            working_sample = samples[current_id]190            working_sample_id = current_id191            if is_sample_diagnosed(working_sample):192                if not is_expertise_enough_for_my_sample(expertises[0], working_sample):193                    print_debug('send back to cloud:{}'.format(working_sample_id))194                    print("CONNECT {}".format(working_sample_id))195                    break196            else:197                print_debug('Diagnose ID:{}'.format(working_sample_id))198                print("CONNECT {}".format(working_sample_id))199                break200        continue201    202    if targets[0] == 'MOLECULES':203        print_debug("====7====")204        for current_id in mysamples.keys():205            working_sample = samples[current_id]206            working_sample_id = current_id207            print_debug("working sample id {}".format(working_sample_id))208            for molecule, needed in working_sample['cost'].items():209                inner_loop_break = False210                switch_sample = False211                print_debug("getting {}: needed:{}, storage:{}, exp:{}, available:{}".format(molecule.upper(), needed, storages[0][molecule], expertises[0][molecule], available[molecule]))212                if available[molecule] == 0 and (storages[0][molecule] + expertises[0][molecule]) < needed:213                    print_debug('+++++++++++++++++')214                    print("GOTO SAMPLES")215                    inner_loop_break = True216                    break217                if (storages[0][molecule] + expertises[0][molecule]) < needed:218                    print("CONNECT {}".format(molecule.upper()))219                    inner_loop_break = True220                    break221            if inner_loop_break:222                break223    if targets[0] == 'LABORATORY':224        print_debug("====8====")225        print("CONNECT {}".format(submit_sample_id))226        continue227    ...

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