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task_lmdata.py

Source:task_lmdata.py

1import numpy as np2import os3from tqdm import tqdm4from .loader import Korpora5from .utils import default_korpora_path6def create_lmdata(args):7    os.makedirs(os.path.abspath(args.output_dir), exist_ok=True)8    sampling_ratio = args.sampling_ratio9    if sampling_ratio is not None:10        sampling_ratio = float(sampling_ratio)11        if not (0 < sampling_ratio < 1):12            raise ValueError('`sampling_ratio` must be None or (0, 1) float')13    n_first_samples = args.n_first_samples14    np.random.seed(args.seed)15    selector = Selector(sampling_ratio, args.min_length, args.max_length)16    root_dir = args.root_dir17    if root_dir is None:18        root_dir = default_korpora_path19    force_download = args.force_download20    multilingual = args.multilingual21    corpus_names = check_corpus(root_dir, args.corpus)22    status = [['', name, ' - ', ''] for name in corpus_names]23    for i_corpus, name in enumerate(corpus_names):24        if not args.save_each and i_corpus > 0:25            mode = 'a'26        else:27            mode = 'w'28        filename = f'{name}.train' if args.save_each else 'all.train'29        lmdata_path = f'{args.output_dir}/{filename}'30        sent_iterator = tqdm(31            ITERATE_TEXTS[name](root_dir, force_download, multilingual),32            desc=f'Create train data from {name}'33        )34        print_status(status)35        n_sampled = 036        with open(lmdata_path, mode, encoding='utf-8') as f:37            for i_sent, sent in enumerate(sent_iterator):38                if not selector.use(sent):39                    continue40                f.write(f'{sent}\n')41                n_sampled += 142                if (n_first_samples is not None) and (n_first_samples <= n_sampled):43                    break44        status[i_corpus][0] = ' x '45        status[i_corpus][2] = n_sampled46        status[i_corpus][3] = filename47    print_status(status)48class Selector:49    def __init__(self, sampling_ratio, min_length, max_length):50        if isinstance(min_length, int) and min_length < 0:51            min_length = None52        if isinstance(max_length, int) and max_length < 0:53            max_length = None54        self.sampling_ratio = sampling_ratio55        self.min_length = min_length56        self.max_length = max_length57    def use(self, text):58        length = len(text)59        if (self.min_length is not None) and (length < self.min_length):60            return False61        if (self.max_length is not None) and (length > self.max_length):62            return False63        if self.sampling_ratio is None:64            return True65        return np.random.rand() < self.sampling_ratio66def check_corpus(root_dir, corpus_names):67    if (corpus_names == 'all') or (corpus_names[0] == 'all'):68        corpus_names = list(ITERATE_TEXTS)69    if isinstance(corpus_names, str):70        corpus_names = [corpus_names]71    available = []72    for name in corpus_names:73        if name not in ITERATE_TEXTS:74            print(f'Not provide {name} corpus. Check the `corpus` argument')75            continue76        if Korpora.exists(name, root_dir=root_dir):77            available.append(name)78    if not available:79        raise ValueError(80            'Not found any proper corpus name. Check the `corpus` argument')81    return available82def print_status(status):83    max_len = max(max(len(row[3]) for row in status), 9)84    form = '| {:4} | {:25} | {:10} | {} |'85    print('\n\n' + form.format('Done', 'Corpus name',86                               'Num sents', 'File name' + ' ' * (max_len - 9)))87    print(form.format('-' * 4, '-' * 25, '-' * 10, '-' * max_len))88    for finish, name, num_sent, filename in status:89        if not filename:90            filename = ' ' * max_len91        else:92            filename += ' ' * (max_len - len(filename))93        print(form.format(finish, name, num_sent, filename))94def iterate_kcbert(root_dir, force_download, multilingual=False):95    Korpora.fetch('kcbert', root_dir, force_download)96    with open(f'{root_dir}/kcbert/20190101_20200611_v2.txt', encoding='utf-8') as f:97        for line in f:98            line = line.strip()99            if not line:100                continue101            yield line102def iterate_korean_chatbot_data(root_dir, force_download, multilingual=False):103    corpus = Korpora.load('korean_chatbot_data', root_dir, force_download)104    for sents in [corpus.train.texts, corpus.train.pairs]:105        for sent in sents:106            if not sent:107                continue108            yield sent109def iterate_korean_hate_speech(root_dir, force_download, multilingual=False):110    corpus = Korpora.load('korean_hate_speech', root_dir, force_download)111    for sents in [corpus.train.texts, corpus.dev.texts, corpus.unlabeled.texts]:112        for sent in sents:113            yield sent114def iterate_korean_parallel_koen_news(root_dir, force_download, multilingual):115    corpus = Korpora.load('korean_parallel_koen_news',116                          root_dir, force_download)117    data = [corpus.train.texts, corpus.dev.texts, corpus.test.texts]118    if multilingual:119        data += [corpus.train.pairs, corpus.dev.pairs, corpus.test.pairs]120    for sents in data:121        for sent in sents:122            yield sent123def iterate_korean_petitions(root_dir, force_download, multilingual=False):124    corpus = Korpora.load('korean_petitions', root_dir, force_download)125    for example in corpus.train:126        yield example.title127        yield example.text128def iterate_kornli(root_dir, force_download, multilingual=False):129    corpus = Korpora.load('kornli', root_dir, force_download)130    for data in [corpus.multinli_train, corpus.snli_train, corpus.xnli_dev, corpus.xnli_test]:131        for sent in data.texts:132            yield sent133        for sent in data.pairs:134            yield sent135def iterate_korsts(root_dir, force_download, multilingual=False):136    corpus = Korpora.load('korsts', root_dir, force_download)137    for data in [corpus.train, corpus.dev, corpus.test]:138        for sent in data.texts:139            yield sent140        for sent in data.pairs:141            yield sent142def iterate_kowikitext(root_dir, force_download, multilingual=False):143    Korpora.fetch('kowikitext', root_dir, force_download)144    paths = [145        f'{root_dir}/kowikitext/kowikitext_20200920.train',146        f'{root_dir}/kowikitext/kowikitext_20200920.dev',147        f'{root_dir}/kowikitext/kowikitext_20200920.test'148    ]149    for path in paths:150        with open(path, encoding='utf-8') as f:151            for line in f:152                line = line.strip()153                if not line or (line[0] == '=' and line[-1] == '='):154                    continue155                yield line156def iterate_namuwikitext(root_dir, force_download, multilingual=False):157    Korpora.fetch('namuwikitext', root_dir, force_download)158    paths = [159        f'{root_dir}/namuwikitext/namuwikitext_20200302.train',160        f'{root_dir}/namuwikitext/namuwikitext_20200302.dev',161        f'{root_dir}/namuwikitext/namuwikitext_20200302.test'162    ]163    for path in paths:164        with open(path, encoding='utf-8') as f:165            for line in f:166                line = line.strip()167                if not line or (line[0] == '=' and line[-1] == '='):168                    continue169                yield line170def iterate_naver_changwon_ner(root_dir, force_download, multilingual=False):171    corpus = Korpora.load('naver_changwon_ner', root_dir, force_download)172    for sent in corpus.train.texts:173        yield sent174def iterate_nsmc(root_dir, force_download, multilingual=False):175    corpus = Korpora.load('nsmc', root_dir, force_download)176    for sents in [corpus.train.texts, corpus.test.texts]:177        for sent in sents:178            yield sent179def iterate_question_pair(root_dir, force_download, multilingual=False):180    corpus = Korpora.load('question_pair', root_dir, force_download)181    for sents in [corpus.train.texts, corpus.train.pairs]:182        for sent in sents:183            yield sent184def iterate_open_subtitles(root_dir, force_download, multilingual=False):185    corpus = Korpora.load('open_subtitles', root_dir, force_download)186    for sent in corpus.train.texts:187        yield sent188def iterate_modu_news(root_dir, force_download, multilingual=False):189    corpus = Korpora.load('modu_news', root_dir, force_download)190    for sent in corpus.train.texts:191        yield sent192def iterate_modu_messenger(root_dir, force_download, multilingual=False):193    corpus = Korpora.load('modu_messenger', root_dir, force_download)194    for utt in corpus.train.texts:195        for sent in utt.form:196            yield sent197def iterate_modu_mp(root_dir, force_download, multilingual=False):198    corpus = Korpora.load('modu_mp', root_dir, force_download)199    for mp in corpus.train.texts:200        yield mp.sentence201def iterate_modu_ne(root_dir, force_download, multilingual=False):202    corpus = Korpora.load('modu_ne', root_dir, force_download)203    for sent in corpus.train.texts:204        yield sent.sentence205def iterate_modu_spoken(root_dir, force_download, multilingual=False):206    corpus = Korpora.load('modu_spoken', root_dir, force_download)207    for sent in corpus.train.texts:208        yield sent209def iterate_modu_web(root_dir, force_download, multilingual=False):210    corpus = Korpora.load('modu_web', root_dir, force_download)211    for sent in corpus.train.texts:212        yield sent213def iterate_modu_written(root_dir, force_download, multilingual=False):214    corpus = Korpora.load('modu_written', root_dir, force_download)215    for sent in corpus.train.texts:216        yield sent217def iterate_aihub_translation(corpus_name=''):218    def fn_iterate_aihub_translation(root_dir, force_download, multilingual=False):219        corpus = Korpora.load(corpus_name, root_dir, force_download)220        for sent in corpus.train.texts:221            yield sent222    return fn_iterate_aihub_translation223def iterate_aihub_kspon_speech_scripts(root_dir, force_download, multilingual=False):224    corpus = Korpora.load('aihub_kspon_speech_scripts', root_dir, force_download)225    for sent in corpus.train.texts:226        yield sent.sentence227ITERATE_TEXTS = {228    'kcbert': iterate_kcbert,229    'korean_chatbot_data': iterate_korean_chatbot_data,230    'korean_hate_speech': iterate_korean_hate_speech,231    'korean_parallel_koen_news': iterate_korean_parallel_koen_news,232    'korean_petitions': iterate_korean_petitions,233    'kornli': iterate_kornli,234    'korsts': iterate_korsts,235    'kowikitext': iterate_kowikitext,236    'namuwikitext': iterate_namuwikitext,237    'naver_changwon_ner': iterate_naver_changwon_ner,238    'nsmc': iterate_nsmc,239    'question_pair': iterate_question_pair,240    'open_subtitles': iterate_open_subtitles,241    'modu_news': iterate_modu_news,242    'modu_messenger': iterate_modu_messenger,243    'modu_mp': iterate_modu_mp,244    'modu_ne': iterate_modu_ne,245    'modu_spoken': iterate_modu_spoken,246    'modu_web': iterate_modu_web,247    'modu_written': iterate_modu_written,248    'aihub_spoken_translation': iterate_aihub_translation('aihub_spoken_translation'),249    'aihub_conversation_translation':  iterate_aihub_translation('aihub_conversation_translation'),250    'aihub_news_translation':  iterate_aihub_translation('aihub_news_translation'),251    'aihub_korean_culture_translation':  iterate_aihub_translation('aihub_korean_culture_translation'),252    'aihub_decree_translation':  iterate_aihub_translation('aihub_decree_translation'),253    'aihub_government_website_translation':  iterate_aihub_translation('aihub_government_website_translation'),254    'aihub_kspon_speech_scripts': iterate_aihub_kspon_speech_scripts,...

OutputInfoFull.py

Source:OutputInfoFull.py

1"""23Robert:4    5    Below is a series of dictionaries which contain the output writing6    information for each quantity in the metadate. In principle, each entry in7    the respective dictionary will determine how that quantity is to be handled.8    9    10    It will be used in the following format during production runs...11    12    import OutputInfo as OI13    14    for x in Metadata.keys():15    try:16        Attrs = getattr(OI, str(x)) 17        #This will get each item's output parameters and use them to determine18        #the correct way to handle the output.19        for attr in Attrs:20            use Attrs[attr] to do something interesting.21        22        23    except Exception as e:24        #Handle the exception as necessary25        26        27    Each dictionary will have elements of the form - 28    29            'Dir' : '', #Where to place the output30            'File' : '', #What to call the file31            'Iterate' : , #Whether to expect to write multiple times32            'Bool' : , #Will quantity be boolean? T - Make empty file, F - No33            'xyz' : , If the quantiy should be available to written into an extended xyz34            'Array' : , #Prepare the write object for each element to be an array35            'Exec' : , #If the quantity is written info for the sysinfo file3637"""3839#########################################################################################40#########################################################################################41#########################################################################################4243masterkey = {44            'Dir' : 'Exec/', 'File' : 'Masterkey', 'Iterate' : False, 'Bool' : False, 45            'xyz' : False, 'array' : True, 'Exec' : False46            }4748base_dir = {49            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,50            'xyz' : False, 'array' : False, 'Exec' : True51            }5253movie_file_name = {54            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,55            'xyz' : False, 'array' : False, 'Exec' : True56            }5758energy_file_name = {59            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False, 60            'xyz' : False, 'array' : False, 'Exec' : True61            }6263extend_xyz = {64            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : True,65            'xyz' : False, 'array' : True, 'Exec' : True66            }6768Homo = {69            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,70            'xyz' : False, 'array' : True, 'Exec' : True71            }7273Hetero = {74            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : True,75            'xyz' : False, 'array' : False, 'Exec' : True76            }7778Start = {79            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,80            'xyz' : False, 'array' : False, 'Exec' : True81            }8283End = {84            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,85            'xyz' : False, 'array' : False, 'Exec' : True86            }8788Step = {89            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,90            'xyz' : False, 'array' : False, 'Exec' : True91            }9293NFrames = {94            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,95            'xyz' : False, 'array' : False, 'Exec' : True96            }9798Skip = {99            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,100            'xyz' : False, 'array' : False, 'Exec' : True101            }102UniformPDF = {103            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,104            'xyz' : False, 'array' : False, 'Exec' : True105            }106107Band = {108            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,109            'xyz' : False, 'array' : False, 'Exec' : True110            }111112Species = {113            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,114            'xyz' : False, 'array' : False, 'Exec' : True115            }116117NSpecies = {118            'Dir' : 'Exec/', 'File' : 'SysInfo', 'Iterate' : False, 'Bool' : False,119            'xyz' : False, 'array' : False, 'Exec' : True120            }121122comspace = {123            'Dir' : 'Exec/', 'File' : 'comspace', 'Iterate' : False, 'Bool' : False,124            'xyz' : False, 'array' : True, 'Exec' : False125            }126127#########################################################################################128#########################################################################################129#########################################################################################130131rcut = {132            'Dir' : 'Time_Dependent/', 'File' : 'RCut', 'Iterate' : True, 'Bool' : False,133            'xyz' : False, 'array' : False, 'Exec' : False134            }135136137moi = {138            'Dir' : 'Time_Dependent/', 'File' : 'MoI', 'Iterate' : True, 'Bool' : False,139            'xyz' : False, 'array' : True, 'Exec' : False140            }141142gyration = {143            'Dir' : 'Time_Dependent/', 'File' : 'Gyration', 'Iterate' : True, 'Bool' : False,144            'xyz' : False, 'array' : False, 'Exec' : False145            }146147stat_radius = {148            'Dir' : 'Time_Dependent/', 'File' : 'Stat_Radius', 'Iterate' : True, 'Bool' : False,149            'xyz' : False, 'array' : False, 'Exec' : False150            }151152surf_area = {153            'Dir' : 'Time_Dependent/', 'File' : 'Surf_Area', 'Iterate' : True, 'Bool' : False,154            'xyz' : False, 'array' : False, 'Exec' : False155            }156157surf_atoms = {158            'Dir' : 'Time_Dependent/', 'File' : 'Surf_Atoms', 'Iterate' : True, 'Bool' : False,159            'xyz' : False, 'array' : False, 'Exec' : False160            }161162com = {163            'Dir' : 'Time_Dependent/', 'File' : 'CoM', 'Iterate' : True, 'Bool' : False,164            'xyz' : False, 'array' : True, 'Exec' : False165            }166167Elements = {168            'Dir' : 'Time_Dependent/', 'File' : 'Elements', 'Iterate' : True, 'Bool' : False,169            'xyz' : False, 'array' : True, 'Exec' : False170            }171172NAtoms = {173            'Dir' : 'Time_Dependent/', 'File' : 'NAtoms', 'Iterate' : True, 'Bool' : False,174            'xyz' : False, 'array' : False, 'Exec' : False175            }176177#########################################################################################178#########################################################################################179#########################################################################################180181"""182183Robert:184    185    Below are the quantities which may be written into an extended xyz file186    if this is requested by the user. 187    188    It is likely that I will set an additional flag in the dictionaries to enable189    this mode to be compatable with the "extend_xyz" logical variable.190    191"""192193194pattern_indices = {195            'Dir' : 'CNA/', 'File' : 'Patterns', 'Iterate' : True, 'Bool' : False,196            'xyz' : True, 'array' : True, 'Exec' : False197            }198199agcn = {200            'Dir' : 'Time_Dependent/', 'File' : 'AGCN', 'Iterate' : True, 'Bool' : False,201            'xyz' : True, 'array' : True, 'Exec' : False202            }203204nn = {205            'Dir' : 'Time_Dependent/', 'File' : 'NN', 'Iterate' : True, 'Bool' : False,206            'xyz' : True, 'array' : True, 'Exec' : False207            }208209#########################################################################################210#########################################################################################211#########################################################################################212213"""214215Robert:216    217    Below are the quantities which require undisclosed array sizes and so are218    likely to be awkward to write as meaningful and useful outputs.219    220"""221222rdf = {223            'Dir' : 'Time_Dependent/', 'File' : 'RDF', 'Iterate' : True, 'Bool' : False,224            'xyz' : False, 'array' : True, 'Exec' : False225            }226227rdfspace = {228            'Dir' : 'Time_Dependent/', 'File' : 'RDFSpace', 'Iterate' : True, 'Bool' : False,229            'xyz' : False, 'array' : True, 'Exec' : False230            }231232cna_sigs = {233            'Dir' : 'CNA/', 'File' : 'Signatures', 'Iterate' : True, 'Bool' : False,234            'xyz' : False, 'array' : True, 'Exec' : False235            }236237adj = {238            'Dir' : 'Adjacency/', 'File' : 'Full', 'Iterate' : True, 'Bool' : False,239            'xyz' : False, 'array' : True, 'Exec' : False240            }241242pdf = {243            'Dir' : 'Time_Dependent/', 'File' : 'PDF', 'Iterate' : True, 'Bool' : False,244            'xyz' : False, 'array' : True, 'Exec' : False245            }246247pdfspace = {248            'Dir' : 'Time_Dependent/', 'File' : 'PDFSpace', 'Iterate' : True, 'Bool' : False,249            'xyz' : False, 'array' : True, 'Exec' : False250            }251252comdist = {253            'Dir' : 'Time_Dependent/', 'File' : 'CoMDist', 'Iterate' : True, 'Bool' : False,254            'xyz' : False, 'array' : True, 'Exec' : False255            }256257pair_distance = {258            'Dir' : 'Time_Dependent/', 'File' : 'PairDistances', 'Iterate' : True, 'Bool' : False,259            'xyz' : False, 'array' : True, 'Exec' : False260            }261262pair_distancespace = {263            'Dir' : 'Time_Dependent/', 'File' : 'PairDistancesSpace', 'Iterate' : True, 'Bool' : False,264            'xyz' : False, 'array' : True, 'Exec' : False
...

Optimized.py

Source:Optimized.py

1## @ingroup Analyses-Mission-Segments-Climb2# Optimized.py3#4# Created:  Mar 2016, E. Botero 5#           Apr 2020, M. Clarke6#           Aug 2021, R. Erhard7# ----------------------------------------------------------------------8#  Imports9# ----------------------------------------------------------------------10# SUAVE imports11from SUAVE.Analyses.Mission.Segments import Aerodynamic12from SUAVE.Analyses.Mission.Segments import Conditions13from SUAVE.Methods.Missions import Segments as Methods14from SUAVE.Methods.skip import skip15from SUAVE.Analyses import Process16# Units17from SUAVE.Core import Units18# ----------------------------------------------------------------------19#  Segment20# ----------------------------------------------------------------------21## @ingroup Analyses-Mission-Segments-Climb22class Optimized(Aerodynamic):23    """ Optimize your climb segment. This is useful if you're not sure how your vehicle should climb.24        You can set any conditions parameter as the objective, for example setting time to climb or vehicle mass:25        segment.objective       = 'conditions.weights.total_mass[-1,0]'26        27        The ending airspeed is an optional parameter.28        29        This segment takes far longer to run than a normal segment. Wrapping this into a vehicle optimization30        has not yet been tested for robustness.31        32    33        Assumptions:34        Can use SNOPT if you have it installed through PyOpt. But defaults to SLSQP through 35        Runs a linear true airspeed mission first to initialize conditions.36        37        Source:38        None39    """          40    41    def __defaults__(self):42        """ This sets the default solver flow. Anything in here can be modified after initializing a segment.43    44            Assumptions:45            None46    47            Source:48            N/A49    50            Inputs:51            None52    53            Outputs:54            None55    56            Properties Used:57            None58        """          59        60        # --------------------------------------------------------------61        #   User inputs62        # --------------------------------------------------------------63        self.altitude_start         = None64        self.altitude_end           = None65        self.air_speed_start        = None66        self.air_speed_end          = None67        self.objective              = None # This will be a key68        self.minimize               = True69        self.lift_coefficient_limit = 1.e20 70        self.seed_climb_rate        = 100. * Units['feet/min']71        self.algorithm              = 'SLSQP'72        self.true_course            = 0.0 * Units.degrees    73        74        75        # --------------------------------------------------------------76        #   State77        # --------------------------------------------------------------78        79        # conditions80        self.state.conditions.update( Conditions.Aerodynamics() )81        # initials and unknowns82        ones_row    = self.state.ones_row83        self.state.unknowns.throttle          = ones_row(1) * 0.884        self.state.unknowns.body_angle        = ones_row(1) * 5.0 * Units.degrees85        self.state.unknowns.flight_path_angle = ones_row(1) * 3.0 * Units.degrees86        self.state.unknowns.velocity          = ones_row(1) * 1.087        self.state.residuals.forces           = ones_row(2) * 0.088        self.state.inputs_last                = None89        self.state.objective_value            = 0.090        self.state.constraint_values          = 0.091         92        # --------------------------------------------------------------93        #   The Solving Process94        # --------------------------------------------------------------95        96        # --------------------------------------------------------------97        #   Initialize - before iteration98        # --------------------------------------------------------------99        initialize = self.process.initialize100        initialize.expand_state            = Methods.expand_state101        initialize.solved_mission          = Methods.Climb.Optimized.solve_linear_speed_constant_rate102        initialize.differentials           = Methods.Common.Numerics.initialize_differentials_dimensionless103        initialize.conditions              = skip104        # --------------------------------------------------------------105        #   Converge - starts iteration106        # --------------------------------------------------------------107        converge = self.process.converge108        109        converge.converge_root             = Methods.converge_opt    110        # --------------------------------------------------------------111        #   Iterate - this is iterated112        # --------------------------------------------------------------113        iterate = self.process.iterate114                115        # Update Initials116        iterate.initials = Process()117        iterate.initials.time              = Methods.Common.Frames.initialize_time118        iterate.initials.weights           = Methods.Common.Weights.initialize_weights119        iterate.initials.inertial_position = Methods.Common.Frames.initialize_inertial_position120        iterate.initials.planet_position   = Methods.Common.Frames.initialize_planet_position121        122        # Unpack Unknowns123        iterate.unknowns = Process()124        iterate.unknowns.mission           = Methods.Climb.Optimized.unpack_unknowns125        126        # Update Conditions127        iterate.conditions = Process()128        iterate.conditions.differentials   = Methods.Climb.Optimized.update_differentials129        iterate.conditions.acceleration    = Methods.Common.Frames.update_acceleration130        iterate.conditions.altitude        = Methods.Common.Aerodynamics.update_altitude131        iterate.conditions.atmosphere      = Methods.Common.Aerodynamics.update_atmosphere132        iterate.conditions.gravity         = Methods.Common.Weights.update_gravity133        iterate.conditions.freestream      = Methods.Common.Aerodynamics.update_freestream134        iterate.conditions.orientations    = Methods.Common.Frames.update_orientations 135        iterate.conditions.propulsion      = Methods.Common.Energy.update_thrust        136        iterate.conditions.aerodynamics    = Methods.Common.Aerodynamics.update_aerodynamics137        iterate.conditions.stability       = Methods.Common.Aerodynamics.update_stability138        iterate.conditions.weights         = Methods.Common.Weights.update_weights139        iterate.conditions.forces          = Methods.Common.Frames.update_forces140        iterate.conditions.planet_position = Methods.Common.Frames.update_planet_position141        # Solve Residuals142        iterate.residuals = Process()     143        iterate.residuals.total_forces     = Methods.Climb.Common.residual_total_forces144        145        # Set outputs146        iterate.outputs = Process()   147        iterate.outputs.objective          = Methods.Climb.Optimized.objective148        iterate.outputs.constraints        = Methods.Climb.Optimized.constraints149        iterate.outputs.cache_inputs       = Methods.Climb.Optimized.cache_inputs150        151        # --------------------------------------------------------------152        #   Finalize - after iteration153        # --------------------------------------------------------------154        finalize = self.process.finalize155        156        # Post Processing157        finalize.post_process = Process()        158        finalize.post_process.inertial_position = Methods.Common.Frames.integrate_inertial_horizontal_position159        finalize.post_process.stability         = Methods.Common.Aerodynamics.update_stability160        finalize.post_process.aero_derivatives  = skip161        finalize.post_process.noise             = Methods.Common.Noise.compute_noise162        ...

Aerodynamic.py

Source:Aerodynamic.py

1## @ingroup Analyses-Mission-Segments2# Aerodynamic.py3#4# Created:  5# Modified: Feb 2016, Andrew Wendorff6# ----------------------------------------------------------------------7#  Imports8# ----------------------------------------------------------------------9# SUAVE imports10from SUAVE.Analyses.Mission.Segments import Simple11from SUAVE.Analyses.Mission.Segments import Conditions 12from SUAVE.Methods.Missions          import Segments as Methods 13from SUAVE.Methods.skip              import skip14from SUAVE.Analyses                  import Process15# ----------------------------------------------------------------------16#  Segment17# ----------------------------------------------------------------------18## @ingroup Analyses-Mission-Segments19class Aerodynamic(Simple):20    """ The third basic piece of a mission which each segment will expand upon21    22        Assumptions:23        There's a detailed process flow outline in defaults. A mission must be solved in that order.24        Assumes you're an atmospheric vehicle.25        26        Source:27        None28    """     29    30    def __defaults__(self):31        """This sets the default values.32    33            Assumptions:34            None35    36            Source:37            N/A38    39            Inputs:40            None41    42            Outputs:43            None44    45            Properties Used:46            None47        """          48        49        # --------------------------------------------------------------50        #   User inputs51        # --------------------------------------------------------------52        # self.example = 1.053        54        55        # --------------------------------------------------------------56        #   State57        # --------------------------------------------------------------58        59        # conditions60        self.state.conditions.update( Conditions.Aerodynamics() )61        self.temperature_deviation = 0.062        63        # --------------------------------------------------------------64        #   The Solving Process65        # --------------------------------------------------------------66        67        # --------------------------------------------------------------68        #   Initialize - before iteration69        # --------------------------------------------------------------70        initialize = self.process.initialize71        72        initialize.expand_state            = Methods.expand_state73        initialize.differentials           = Methods.Common.Numerics.initialize_differentials_dimensionless74        initialize.conditions              = None        75        76        # --------------------------------------------------------------77        #   Converge - starts iteration78        # --------------------------------------------------------------79        converge = self.process.converge80        81        converge.converge_root             = Methods.converge_root        82        83        # --------------------------------------------------------------84        #   Iterate - this is iterated85        # --------------------------------------------------------------86        iterate = self.process.iterate87        # Update Initials88        iterate.initials = Process()89        iterate.initials.time              = Methods.Common.Frames.initialize_time90        iterate.initials.weights           = Methods.Common.Weights.initialize_weights91        iterate.initials.inertial_position = Methods.Common.Frames.initialize_inertial_position92        iterate.initials.planet_position   = Methods.Common.Frames.initialize_planet_position93        94        # Unpack Unknowns95        iterate.unknowns = Process()96        iterate.unknowns.mission           = None  97        98        # Update Conditions99        iterate.conditions = Process()100        iterate.conditions.differentials   = Methods.Common.Numerics.update_differentials_time        101        iterate.conditions.altitude        = Methods.Common.Aerodynamics.update_altitude102        iterate.conditions.atmosphere      = Methods.Common.Aerodynamics.update_atmosphere103        iterate.conditions.gravity         = Methods.Common.Weights.update_gravity104        iterate.conditions.freestream      = Methods.Common.Aerodynamics.update_freestream105        iterate.conditions.orientations    = Methods.Common.Frames.update_orientations106        iterate.conditions.aerodynamics    = Methods.Common.Aerodynamics.update_aerodynamics107        iterate.conditions.stability       = Methods.Common.Aerodynamics.update_stability108        iterate.conditions.energy          = Methods.Common.Energy.update_thrust109        iterate.conditions.weights         = Methods.Common.Weights.update_weights110        iterate.conditions.forces          = Methods.Common.Frames.update_forces111        iterate.conditions.planet_position = Methods.Common.Frames.update_planet_position112        # Solve Residuals113        iterate.residuals = Process()114        # --------------------------------------------------------------115        #   Finalize - after iteration116        # --------------------------------------------------------------117        finalize = self.process.finalize118        119        # Post Processing120        finalize.post_process = Process()        121        finalize.post_process.inertial_position = Methods.Common.Frames.integrate_inertial_horizontal_position122        finalize.post_process.stability         = Methods.Common.Aerodynamics.update_stability123        finalize.post_process.aero_derivatives  = skip124        finalize.post_process.noise             = Methods.Common.Noise.compute_noise125        ...

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