SYMBOL INDEX (235 symbols across 21 files)

FILE: dataset_readers/dataset_util/spider_utils.py
  class TableColumn (line 16) | class TableColumn:
    method __init__ (line 17) | def __init__(self,
  class Table (line 30) | class Table:
    method __init__ (line 31) | def __init__(self,
  function read_dataset_schema (line 40) | def read_dataset_schema(schema_path: str) -> Dict[str, List[Table]]:
  function read_dataset_values (line 75) | def read_dataset_values(db_id: str, dataset_path: str, tables: List[str]):
  function ent_key_to_name (line 99) | def ent_key_to_name(key):
  function fix_number_value (line 110) | def fix_number_value(ex: JsonDict):
  function disambiguate_items (line 159) | def disambiguate_items(db_id: str, query_toks: List[str], tables_file: s...

FILE: dataset_readers/fields/knowledge_graph_field.py
  class SpiderKnowledgeGraphField (line 12) | class SpiderKnowledgeGraphField(KnowledgeGraphField):
    method __init__ (line 17) | def __init__(self,
    method _compute_related_linking_features (line 48) | def _compute_related_linking_features(self,

FILE: dataset_readers/spider.py
  class SpiderDatasetReader (line 25) | class SpiderDatasetReader(DatasetReader):
    method __init__ (line 26) | def __init__(self,
    method _read (line 53) | def _read(self, file_path: str):
    method text_to_instance (line 121) | def text_to_instance(self,

FILE: models/semantic_parsing/spider_parser.py
  class SpiderParser (line 37) | class SpiderParser(Model):
    method __init__ (line 38) | def __init__(self,
    method forward (line 158) | def forward(self,  # type: ignore
    method _get_initial_state (line 216) | def _get_initial_state(self,
    method _get_neighbor_indices (line 376) | def _get_neighbor_indices(worlds: List[SpiderWorld],
    method _get_schema_graph_encoding (line 428) | def _get_schema_graph_encoding(self,
    method _get_graph_adj_lists (line 459) | def _get_graph_adj_lists(device, world, global_entity_id, global_node=...
    method _create_grammar_state (line 506) | def _create_grammar_state(self,
    method is_nonterminal (line 588) | def is_nonterminal(token: str):
    method _get_linking_probabilities (line 593) | def _get_linking_probabilities(self,
    method _action_history_match (line 676) | def _action_history_match(predicted: List[int], targets: torch.LongTen...
    method _query_difficulty (line 687) | def _query_difficulty(targets: torch.LongTensor, action_mapping, batch...
    method get_metrics (line 693) | def get_metrics(self, reset: bool = False) -> Dict[str, float]:
    method _get_type_vector (line 704) | def _get_type_vector(worlds: List[SpiderWorld],
    method _compute_validation_outputs (line 757) | def _compute_validation_outputs(self,

FILE: modules/gated_graph_conv.py
  class GatedGraphConv (line 10) | class GatedGraphConv(MessagePassing):
    method __init__ (line 32) | def __init__(self, input_dim, num_timesteps, num_edge_types, aggr='add...
    method reset_parameters (line 46) | def reset_parameters(self):
    method forward (line 53) | def forward(self, x, edge_indices):
    method __repr__ (line 81) | def __repr__(self):

FILE: predictors/spider_predictor.py
  class WikiTablesParserPredictor (line 10) | class WikiTablesParserPredictor(Predictor):
    method __init__ (line 11) | def __init__(self, model: Model, dataset_reader: DatasetReader) -> None:
    method predict_instance (line 15) | def predict_instance(self, instance: Instance) -> JsonDict:
    method dump_line (line 26) | def dump_line(self, outputs: JsonDict) -> str:  # pylint: disable=no-s...

FILE: semparse/contexts/spider_context_utils.py
  function format_grammar_string (line 16) | def format_grammar_string(grammar_dictionary: Dict[str, List[str]]) -> str:
  function initialize_valid_actions (line 25) | def initialize_valid_actions(grammar: Grammar,
  function format_action (line 64) | def format_action(nonterminal: str,
  function action_sequence_to_sql (line 112) | def action_sequence_to_sql(action_sequences: List[str], add_table_names:...
  class SqlVisitor (line 139) | class SqlVisitor(NodeVisitor):
    method __init__ (line 162) | def __init__(self, grammar: Grammar, keywords_to_uppercase: List[str] ...
    method generic_visit (line 168) | def generic_visit(self, node: Node, visited_children: List[None]) -> L...
    method add_action (line 174) | def add_action(self, node: Node) -> None:
    method visit (line 205) | def visit(self, node):

FILE: semparse/contexts/spider_db_context.py
  class SpiderDBContext (line 30) | class SpiderDBContext:
    method __init__ (line 35) | def __init__(self, db_id: str, utterance: str, tokenizer: Tokenizer, t...
    method entity_key_for_column (line 56) | def entity_key_for_column(table_name: str, column: TableColumn) -> str:
    method get_db_knowledge_graph (line 65) | def get_db_knowledge_graph(self, db_id: str) -> KnowledgeGraph:
    method _string_in_table (line 134) | def _string_in_table(self, candidate: str,
    method get_entities_from_question (line 152) | def get_entities_from_question(self,
    method normalize_string (line 182) | def normalize_string(string: str) -> str:
    method _expand_entities (line 221) | def _expand_entities(self, question, entity_data, string_column_mappin...

FILE: semparse/contexts/spider_db_grammar.py
  function update_grammar_with_tables (line 105) | def update_grammar_with_tables(grammar_dictionary: Dict[str, List[str]],
  function update_grammar_to_be_table_names_free (line 118) | def update_grammar_to_be_table_names_free(grammar_dictionary: Dict[str, ...
  function update_grammar_flip_joins (line 131) | def update_grammar_flip_joins(grammar_dictionary: Dict[str, List[str]]):

FILE: semparse/worlds/evaluate.py
  function condition_has_or (line 57) | def condition_has_or(conds):
  function condition_has_like (line 61) | def condition_has_like(conds):
  function condition_has_sql (line 65) | def condition_has_sql(conds):
  function val_has_op (line 75) | def val_has_op(val_unit):
  function has_agg (line 79) | def has_agg(unit):
  function accuracy (line 83) | def accuracy(count, total):
  function recall (line 89) | def recall(count, total):
  function F1 (line 95) | def F1(acc, rec):
  function get_scores (line 101) | def get_scores(count, pred_total, label_total):
  function eval_sel (line 109) | def eval_sel(pred, label):
  function eval_where (line 129) | def eval_where(pred, label):
  function eval_group (line 149) | def eval_group(pred, label):
  function eval_having (line 164) | def eval_having(pred, label):
  function eval_order (line 181) | def eval_order(pred, label):
  function eval_and_or (line 193) | def eval_and_or(pred, label):
  function get_nestedSQL (line 204) | def get_nestedSQL(sql):
  function eval_nested (line 220) | def eval_nested(pred, label):
  function eval_IUEN (line 233) | def eval_IUEN(pred, label):
  function get_keywords (line 243) | def get_keywords(sql):
  function eval_keywords (line 284) | def eval_keywords(pred, label):
  function count_agg (line 297) | def count_agg(units):
  function count_component1 (line 301) | def count_component1(sql):
  function count_component2 (line 322) | def count_component2(sql):
  function count_others (line 327) | def count_others(sql):
  class Evaluator (line 355) | class Evaluator:
    method __init__ (line 357) | def __init__(self):
    method eval_hardness (line 360) | def eval_hardness(self, sql):
    method eval_exact_match (line 377) | def eval_exact_match(self, pred, label):
    method eval_partial_match (line 396) | def eval_partial_match(self, pred, label):
  function isValidSQL (line 438) | def isValidSQL(sql, db):
  function print_scores (line 448) | def print_scores(scores, etype):
  function evaluate (line 482) | def evaluate(gold, predict, db_dir, etype, kmaps):
  function eval_exec_match (line 625) | def eval_exec_match(db, p_str, g_str, pred, gold):
  function rebuild_cond_unit_val (line 655) | def rebuild_cond_unit_val(cond_unit):
  function rebuild_condition_val (line 671) | def rebuild_condition_val(condition):
  function rebuild_sql_val (line 684) | def rebuild_sql_val(sql):
  function build_valid_col_units (line 699) | def build_valid_col_units(table_units, schema):
  function rebuild_col_unit_col (line 709) | def rebuild_col_unit_col(valid_col_units, col_unit, kmap):
  function rebuild_val_unit_col (line 721) | def rebuild_val_unit_col(valid_col_units, val_unit, kmap):
  function rebuild_table_unit_col (line 731) | def rebuild_table_unit_col(valid_col_units, table_unit, kmap):
  function rebuild_cond_unit_col (line 741) | def rebuild_cond_unit_col(valid_col_units, cond_unit, kmap):
  function rebuild_condition_col (line 750) | def rebuild_condition_col(valid_col_units, condition, kmap):
  function rebuild_select_col (line 757) | def rebuild_select_col(valid_col_units, sel, kmap):
  function rebuild_from_col (line 770) | def rebuild_from_col(valid_col_units, from_, kmap):
  function rebuild_group_by_col (line 779) | def rebuild_group_by_col(valid_col_units, group_by, kmap):
  function rebuild_order_by_col (line 786) | def rebuild_order_by_col(valid_col_units, order_by, kmap):
  function rebuild_sql_col (line 795) | def rebuild_sql_col(valid_col_units, sql, kmap):
  function build_foreign_key_map (line 812) | def build_foreign_key_map(entry):
  function build_foreign_key_map_from_json (line 852) | def build_foreign_key_map_from_json(table):

FILE: semparse/worlds/evaluate_spider.py
  function evaluate (line 12) | def evaluate(gold, predict, db_name, db_dir, table, check_valid: bool=Tr...
  function check_valid_sql (line 56) | def check_valid_sql(sql, db_name, db_dir, return_error=False):

FILE: semparse/worlds/spider_world.py
  class SpiderWorld (line 13) | class SpiderWorld:
    method __init__ (line 18) | def __init__(self, db_context: SpiderDBContext, query: Optional[List[s...
    method get_action_sequence_and_all_actions (line 39) | def get_action_sequence_and_all_actions(self,
    method get_all_actions (line 69) | def get_all_actions(self, schema,
    method is_global_rule (line 92) | def is_global_rule(self, rhs: str) -> bool:
    method get_oracle_relevance_score (line 98) | def get_oracle_relevance_score(self, oracle_entities: set):
    method get_action_entity_mapping (line 116) | def get_action_entity_mapping(self) -> Dict[int, int]:
    method get_query_without_table_hints (line 132) | def get_query_without_table_hints(self):

FILE: spider_evaluation/evaluate.py
  function condition_has_or (line 57) | def condition_has_or(conds):
  function condition_has_like (line 61) | def condition_has_like(conds):
  function condition_has_sql (line 65) | def condition_has_sql(conds):
  function val_has_op (line 75) | def val_has_op(val_unit):
  function has_agg (line 79) | def has_agg(unit):
  function accuracy (line 83) | def accuracy(count, total):
  function recall (line 89) | def recall(count, total):
  function F1 (line 95) | def F1(acc, rec):
  function get_scores (line 101) | def get_scores(count, pred_total, label_total):
  function eval_sel (line 109) | def eval_sel(pred, label):
  function eval_where (line 129) | def eval_where(pred, label):
  function eval_group (line 149) | def eval_group(pred, label):
  function eval_having (line 164) | def eval_having(pred, label):
  function eval_order (line 181) | def eval_order(pred, label):
  function eval_and_or (line 193) | def eval_and_or(pred, label):
  function get_nestedSQL (line 204) | def get_nestedSQL(sql):
  function eval_nested (line 220) | def eval_nested(pred, label):
  function eval_IUEN (line 233) | def eval_IUEN(pred, label):
  function get_keywords (line 243) | def get_keywords(sql):
  function eval_keywords (line 284) | def eval_keywords(pred, label):
  function count_agg (line 297) | def count_agg(units):
  function count_component1 (line 301) | def count_component1(sql):
  function count_component2 (line 322) | def count_component2(sql):
  function count_others (line 327) | def count_others(sql):
  class Evaluator (line 355) | class Evaluator:
    method __init__ (line 357) | def __init__(self):
    method eval_hardness (line 360) | def eval_hardness(self, sql):
    method eval_exact_match (line 377) | def eval_exact_match(self, pred, label):
    method eval_partial_match (line 396) | def eval_partial_match(self, pred, label):
  function isValidSQL (line 438) | def isValidSQL(sql, db):
  function print_scores (line 448) | def print_scores(scores, etype):
  function evaluate (line 482) | def evaluate(gold, predict, db_dir, etype, kmaps):
  function eval_exec_match (line 625) | def eval_exec_match(db, p_str, g_str, pred, gold):
  function rebuild_cond_unit_val (line 655) | def rebuild_cond_unit_val(cond_unit):
  function rebuild_condition_val (line 671) | def rebuild_condition_val(condition):
  function rebuild_sql_val (line 684) | def rebuild_sql_val(sql):
  function build_valid_col_units (line 699) | def build_valid_col_units(table_units, schema):
  function rebuild_col_unit_col (line 709) | def rebuild_col_unit_col(valid_col_units, col_unit, kmap):
  function rebuild_val_unit_col (line 721) | def rebuild_val_unit_col(valid_col_units, val_unit, kmap):
  function rebuild_table_unit_col (line 731) | def rebuild_table_unit_col(valid_col_units, table_unit, kmap):
  function rebuild_cond_unit_col (line 741) | def rebuild_cond_unit_col(valid_col_units, cond_unit, kmap):
  function rebuild_condition_col (line 750) | def rebuild_condition_col(valid_col_units, condition, kmap):
  function rebuild_select_col (line 757) | def rebuild_select_col(valid_col_units, sel, kmap):
  function rebuild_from_col (line 770) | def rebuild_from_col(valid_col_units, from_, kmap):
  function rebuild_group_by_col (line 779) | def rebuild_group_by_col(valid_col_units, group_by, kmap):
  function rebuild_order_by_col (line 786) | def rebuild_order_by_col(valid_col_units, order_by, kmap):
  function rebuild_sql_col (line 795) | def rebuild_sql_col(valid_col_units, sql, kmap):
  function build_foreign_key_map (line 812) | def build_foreign_key_map(entry):
  function build_foreign_key_map_from_json (line 852) | def build_foreign_key_map_from_json(table):

FILE: spider_evaluation/process_sql.py
  class Schema (line 48) | class Schema:
    method __init__ (line 52) | def __init__(self, schema):
    method schema (line 57) | def schema(self):
    method idMap (line 61) | def idMap(self):
    method _map (line 64) | def _map(self, schema):
  function get_schema (line 79) | def get_schema(db):
  function get_schema_from_json (line 103) | def get_schema_from_json(fpath):
  function tokenize (line 116) | def tokenize(string):
  function scan_alias (line 150) | def scan_alias(toks):
  function get_tables_with_alias (line 159) | def get_tables_with_alias(schema, toks):
  function parse_col (line 167) | def parse_col(toks, start_idx, tables_with_alias, schema, default_tables...
  function parse_col_unit (line 194) | def parse_col_unit(toks, start_idx, tables_with_alias, schema, default_t...
  function parse_val_unit (line 232) | def parse_val_unit(toks, start_idx, tables_with_alias, schema, default_t...
  function parse_table_unit (line 257) | def parse_table_unit(toks, start_idx, tables_with_alias, schema):
  function parse_value (line 273) | def parse_value(toks, start_idx, tables_with_alias, schema, default_tabl...
  function parse_condition (line 307) | def parse_condition(toks, start_idx, tables_with_alias, schema, default_...
  function parse_select (line 344) | def parse_select(toks, start_idx, tables_with_alias, schema, default_tab...
  function parse_from (line 369) | def parse_from(toks, start_idx, tables_with_alias, schema):
  function parse_where (line 412) | def parse_where(toks, start_idx, tables_with_alias, schema, default_tabl...
  function parse_group_by (line 424) | def parse_group_by(toks, start_idx, tables_with_alias, schema, default_t...
  function parse_order_by (line 447) | def parse_order_by(toks, start_idx, tables_with_alias, schema, default_t...
  function parse_having (line 474) | def parse_having(toks, start_idx, tables_with_alias, schema, default_tab...
  function parse_limit (line 486) | def parse_limit(toks, start_idx):
  function parse_sql (line 501) | def parse_sql(toks, start_idx, tables_with_alias, schema, mapped_entitie...
  function load_data (line 559) | def load_data(fpath):
  function get_sql (line 565) | def get_sql(schema, query):
  function skip_semicolon (line 573) | def skip_semicolon(toks, start_idx):

FILE: state_machines/states/grammar_based_state.py
  class GrammarBasedState (line 16) | class GrammarBasedState(State['GrammarBasedState']):
    method __init__ (line 58) | def __init__(self,
    method new_state_from_group_index (line 78) | def new_state_from_group_index(self,
    method print_action_history (line 117) | def print_action_history(self, group_index: int = None) -> None:
    method get_valid_actions (line 125) | def get_valid_actions(self) -> List[Dict[str, Tuple[torch.Tensor, torc...
    method is_finished (line 133) | def is_finished(self) -> bool:
    method combine_states (line 139) | def combine_states(cls, states: Sequence['GrammarBasedState']) -> 'Gra...

FILE: state_machines/states/rnn_statelet.py
  class RnnStatelet (line 8) | class RnnStatelet:
    method __init__ (line 48) | def __init__(self,
    method __eq__ (line 64) | def __eq__(self, other):

FILE: state_machines/states/sql_state.py
  class SqlState (line 7) | class SqlState:
    method __init__ (line 8) | def __init__(self,
    method take_action (line 19) | def take_action(self, production_rule: str) -> 'SqlState':
    method get_valid_actions (line 63) | def get_valid_actions(self, valid_actions: dict):
    method _remove_actions (line 177) | def _remove_actions(valid_actions, key, ids_to_remove):
    method _get_current_open_clause (line 202) | def _get_current_open_clause(self):

FILE: state_machines/transition_functions/attend_past_schema_items_transition.py
  class AttendPastSchemaItemsTransitionFunction (line 17) | class AttendPastSchemaItemsTransitionFunction(BasicTransitionFunction):
    method __init__ (line 18) | def __init__(self,
    method take_step (line 43) | def take_step(self,
    method _update_decoder_state (line 74) | def _update_decoder_state(self, state: GrammarBasedState) -> Dict[str,...
    method _compute_action_probabilities (line 149) | def _compute_action_probabilities(self,
    method _construct_next_states (line 244) | def _construct_next_states(self,
    method attend (line 364) | def attend(self,

FILE: state_machines/transition_functions/basic_transition_function.py
  class BasicTransitionFunction (line 16) | class BasicTransitionFunction(TransitionFunction[GrammarBasedState]):
    method __init__ (line 53) | def __init__(self,
    method take_step (line 102) | def take_step(self,
    method _update_decoder_state (line 132) | def _update_decoder_state(self, state: GrammarBasedState) -> Dict[str,...
    method _compute_action_probabilities (line 192) | def _compute_action_probabilities(self,
    method _construct_next_states (line 232) | def _construct_next_states(self,
    method _take_first_step (line 333) | def _take_first_step(self,
    method attend_on_question (line 400) | def attend_on_question(self,

FILE: state_machines/transition_functions/linking_transition_function.py
  class LinkingTransitionFunction (line 16) | class LinkingTransitionFunction(BasicTransitionFunction):
    method __init__ (line 58) | def __init__(self,
    method _compute_action_probabilities (line 87) | def _compute_action_probabilities(self,

FILE: state_machines/transition_functions/prefix_attend_transition.py
  class PrefixAttendTransitionFunction (line 15) | class PrefixAttendTransitionFunction(LinkingTransitionFunction):
    method __init__ (line 16) | def __init__(self,
    method take_step (line 49) | def take_step(self,
    method _update_decoder_state (line 80) | def _update_decoder_state(self, state: GrammarBasedState) -> Dict[str,...
    method attend (line 146) | def attend(self,
    method _construct_next_states (line 166) | def _construct_next_states(self,