ModelScope/maas_lib/utils/nlp/space/ontology.py

all_domains = [
    'restaurant', 'hotel', 'attraction', 'train', 'taxi', 'police', 'hospital'
]
db_domains = ['restaurant', 'hotel', 'attraction', 'train']

normlize_slot_names = {
    'car type': 'car',
    'entrance fee': 'price',
    'duration': 'time',
    'leaveat': 'leave',
    'arriveby': 'arrive',
    'trainid': 'id'
}

requestable_slots = {
    'taxi': ['car', 'phone'],
    'police': ['postcode', 'address', 'phone'],
    'hospital': ['address', 'phone', 'postcode'],
    'hotel': [
        'address', 'postcode', 'internet', 'phone', 'parking', 'type',
        'pricerange', 'stars', 'area', 'reference'
    ],
    'attraction':
    ['price', 'type', 'address', 'postcode', 'phone', 'area', 'reference'],
    'train': ['time', 'leave', 'price', 'arrive', 'id', 'reference'],
    'restaurant': [
        'phone', 'postcode', 'address', 'pricerange', 'food', 'area',
        'reference'
    ]
}
all_reqslot = [
    'car', 'address', 'postcode', 'phone', 'internet', 'parking', 'type',
    'pricerange', 'food', 'stars', 'area', 'reference', 'time', 'leave',
    'price', 'arrive', 'id'
]

informable_slots = {
    'taxi': ['leave', 'destination', 'departure', 'arrive'],
    'police': [],
    'hospital': ['department'],
    'hotel': [
        'type', 'parking', 'pricerange', 'internet', 'stay', 'day', 'people',
        'area', 'stars', 'name'
    ],
    'attraction': ['area', 'type', 'name'],
    'train': ['destination', 'day', 'arrive', 'departure', 'people', 'leave'],
    'restaurant':
    ['food', 'pricerange', 'area', 'name', 'time', 'day', 'people']
}
all_infslot = [
    'type', 'parking', 'pricerange', 'internet', 'stay', 'day', 'people',
    'area', 'stars', 'name', 'leave', 'destination', 'departure', 'arrive',
    'department', 'food', 'time'
]

all_slots = all_reqslot + [
    'stay', 'day', 'people', 'name', 'destination', 'departure', 'department'
]
get_slot = {}
for s in all_slots:
    get_slot[s] = 1

# mapping slots in dialogue act to original goal slot names
da_abbr_to_slot_name = {
    'addr': 'address',
    'fee': 'price',
    'post': 'postcode',
    'ref': 'reference',
    'ticket': 'price',
    'depart': 'departure',
    'dest': 'destination',
}

dialog_acts = {
    'restaurant': [
        'inform', 'request', 'nooffer', 'recommend', 'select', 'offerbook',
        'offerbooked', 'nobook'
    ],
    'hotel': [
        'inform', 'request', 'nooffer', 'recommend', 'select', 'offerbook',
        'offerbooked', 'nobook'
    ],
    'attraction': ['inform', 'request', 'nooffer', 'recommend', 'select'],
    'train':
    ['inform', 'request', 'nooffer', 'offerbook', 'offerbooked', 'select'],
    'taxi': ['inform', 'request'],
    'police': ['inform', 'request'],
    'hospital': ['inform', 'request'],
    # 'booking': ['book', 'inform', 'nobook', 'request'],
    'general': ['bye', 'greet', 'reqmore', 'welcome'],
}
all_acts = []
for acts in dialog_acts.values():
    for act in acts:
        if act not in all_acts:
            all_acts.append(act)

dialog_act_params = {
    'inform': all_slots + ['choice', 'open'],
    'request': all_infslot + ['choice', 'price'],
    'nooffer': all_slots + ['choice'],
    'recommend': all_reqslot + ['choice', 'open'],
    'select': all_slots + ['choice'],
    # 'book': ['time', 'people', 'stay', 'reference', 'day', 'name', 'choice'],
    'nobook': ['time', 'people', 'stay', 'reference', 'day', 'name', 'choice'],
    'offerbook': all_slots + ['choice'],
    'offerbooked': all_slots + ['choice'],
    'reqmore': [],
    'welcome': [],
    'bye': [],
    'greet': [],
}

dialog_act_all_slots = all_slots + ['choice', 'open']

# special slot tokens in belief span
# no need of this, just covert slot to [slot] e.g. pricerange -> [pricerange]
slot_name_to_slot_token = {}

# special slot tokens in responses
# not use at the momoent
slot_name_to_value_token = {
    # 'entrance fee': '[value_price]',
    # 'pricerange': '[value_price]',
    # 'arriveby': '[value_time]',
    # 'leaveat': '[value_time]',
    # 'departure': '[value_place]',
    # 'destination': '[value_place]',
    # 'stay': 'count',
    # 'people': 'count'
}

# eos tokens definition
eos_tokens = {
    'user': '<eos_u>',
    'user_delex': '<eos_u>',
    'resp': '<eos_r>',
    'resp_gen': '<eos_r>',
    'pv_resp': '<eos_r>',
    'bspn': '<eos_b>',
    'bspn_gen': '<eos_b>',
    'pv_bspn': '<eos_b>',
    'bsdx': '<eos_b>',
    'bsdx_gen': '<eos_b>',
    'pv_bsdx': '<eos_b>',
    'qspn': '<eos_q>',
    'qspn_gen': '<eos_q>',
    'pv_qspn': '<eos_q>',
    'aspn': '<eos_a>',
    'aspn_gen': '<eos_a>',
    'pv_aspn': '<eos_a>',
    'dspn': '<eos_d>',
    'dspn_gen': '<eos_d>',
    'pv_dspn': '<eos_d>'
}

# sos tokens definition
sos_tokens = {
    'user': '<sos_u>',
    'user_delex': '<sos_u>',
    'resp': '<sos_r>',
    'resp_gen': '<sos_r>',
    'pv_resp': '<sos_r>',
    'bspn': '<sos_b>',
    'bspn_gen': '<sos_b>',
    'pv_bspn': '<sos_b>',
    'bsdx': '<sos_b>',
    'bsdx_gen': '<sos_b>',
    'pv_bsdx': '<sos_b>',
    'qspn': '<sos_q>',
    'qspn_gen': '<sos_q>',
    'pv_qspn': '<sos_q>',
    'aspn': '<sos_a>',
    'aspn_gen': '<sos_a>',
    'pv_aspn': '<sos_a>',
    'dspn': '<sos_d>',
    'dspn_gen': '<sos_d>',
    'pv_dspn': '<sos_d>'
}

# db tokens definition
db_tokens = [
    '<sos_db>', '<eos_db>', '[book_nores]', '[book_fail]', '[book_success]',
    '[db_nores]', '[db_0]', '[db_1]', '[db_2]', '[db_3]'
]


# understand tokens definition
def get_understand_tokens(prompt_num_for_understand):
    understand_tokens = []
    for i in range(prompt_num_for_understand):
        understand_tokens.append(f'<understand_{i}>')
    return understand_tokens


# policy tokens definition
def get_policy_tokens(prompt_num_for_policy):
    policy_tokens = []
    for i in range(prompt_num_for_policy):
        policy_tokens.append(f'<policy_{i}>')
    return policy_tokens


# all special tokens definition
def get_special_tokens(other_tokens):
    special_tokens = ['<go_r>', '<go_b>', '<go_a>', '<go_d>',
                      '<eos_u>', '<eos_r>', '<eos_b>', '<eos_a>', '<eos_d>', '<eos_q>',
                      '<sos_u>', '<sos_r>', '<sos_b>', '<sos_a>', '<sos_d>', '<sos_q>'] \
                     + db_tokens + other_tokens
    return special_tokens