import json import textwrap import six from column import is_visible_column, BaseReferenceColumn from objtypes import RaisedException import records def column_type(engine, table_id, col_id): col_rec = engine.docmodel.get_column_rec(table_id, col_id) typ = col_rec.type parts = typ.split(":") if parts[0] == "Ref": return parts[1] elif parts[0] == "RefList": return "List[{}]".format(parts[1]) elif typ == "Choice": return choices(col_rec) elif typ == "ChoiceList": return "Tuple[{}, ...]".format(choices(col_rec)) elif typ == "Any": table = engine.tables[table_id] col = table.get_column(col_id) values = [col.raw_get(row_id) for row_id in table.row_ids] return values_type(values) else: return dict( Text="str", Numeric="float", Int="int", Bool="bool", Date="datetime.date", DateTime="datetime.datetime", Any="Any", Attachments="Any", )[parts[0]] def choices(col_rec): try: widget_options = json.loads(col_rec.widgetOptions) return "Literal{}".format(widget_options["choices"]) except (ValueError, KeyError): return 'str' def values_type(values): types = set(type(v) for v in values) - {RaisedException} optional = type(None) in types # pylint: disable=unidiomatic-typecheck types.discard(type(None)) if types == {int, float}: types = {float} if len(types) != 1: return "Any" [typ] = types val = next(v for v in values if isinstance(v, typ)) if isinstance(val, records.Record): type_name = val._table.table_id elif isinstance(val, records.RecordSet): type_name = "List[{}]".format(val._table.table_id) elif isinstance(val, list): type_name = "List[{}]".format(values_type(val)) elif isinstance(val, set): type_name = "Set[{}]".format(values_type(val)) elif isinstance(val, tuple): type_name = "Tuple[{}, ...]".format(values_type(val)) elif isinstance(val, dict): type_name = "Dict[{}, {}]".format(values_type(val.keys()), values_type(val.values())) else: type_name = typ.__name__ if optional: type_name = "Optional[{}]".format(type_name) return type_name def referenced_tables(engine, table_id): result = set() queue = [table_id] while queue: cur_table_id = queue.pop() if cur_table_id in result: continue result.add(cur_table_id) for col_id, col in visible_columns(engine, cur_table_id): if isinstance(col, BaseReferenceColumn): target_table_id = col._target_table.table_id if not target_table_id.startswith("_"): queue.append(target_table_id) return result - {table_id} def all_other_tables(engine, table_id): result = set(t for t in engine.tables.keys() if not t.startswith('_grist')) return result - {table_id} - {'GristDocTour'} def visible_columns(engine, table_id): return [ (col_id, col) for col_id, col in engine.tables[table_id].all_columns.items() if is_visible_column(col_id) ] def class_schema(engine, table_id, exclude_col_id=None, lookups=False): result = "@dataclass\nclass {}:\n".format(table_id) if lookups: # Build a lookupRecords and lookupOne method for each table, providing some arguments hints # for the columns that are visible. lookupRecords_args = [] lookupOne_args = [] for col_id, col in visible_columns(engine, table_id): if col_id != exclude_col_id: lookupOne_args.append(col_id + '=None') lookupRecords_args.append('%s=%s' % (col_id, col_id)) lookupOne_args.append('sort_by=None') lookupRecords_args.append('sort_by=sort_by') lookupOne_args_line = ', '.join(lookupOne_args) lookupRecords_args_line = ', '.join(lookupRecords_args) result += " def __len__(self):\n" result += " return len(%s.lookupRecords())\n" % table_id result += " @staticmethod\n" result += " def lookupRecords(%s) -> List[%s]:\n" % (lookupOne_args_line, table_id) result += " # ...\n" result += " @staticmethod\n" result += " def lookupOne(%s) -> %s:\n" % (lookupOne_args_line, table_id) result += " '''\n" result += " Filter for one result matching the keys provided.\n" result += " To control order, use e.g. `sort_by='Key' or `sort_by='-Key'`.\n" result += " '''\n" result += " return %s.lookupRecords(%s)[0]\n" % (table_id, lookupRecords_args_line) result += "\n" for col_id, col in visible_columns(engine, table_id): if col_id != exclude_col_id: result += " {}: {}\n".format(col_id, column_type(engine, table_id, col_id)) result += "\n" return result def get_formula_prompt(engine, table_id, col_id, description, include_all_tables=True, lookups=True): result = "" other_tables = (all_other_tables(engine, table_id) if include_all_tables else referenced_tables(engine, table_id)) for other_table_id in sorted(other_tables): result += class_schema(engine, other_table_id, lookups) result += class_schema(engine, table_id, col_id, lookups) return_type = column_type(engine, table_id, col_id) result += " @property\n" result += " # rec is alias for self\n" result += " def {}(rec) -> {}:\n".format(col_id, return_type) result += ' """\n' result += '{}\n'.format(indent(description, " ")) result += ' """\n' return result def indent(text, prefix, predicate=None): """ Copied from https://github.com/python/cpython/blob/main/Lib/textwrap.py for python2 compatibility. """ if six.PY3: return textwrap.indent(text, prefix, predicate) # pylint: disable = no-member if predicate is None: def predicate(line): return line.strip() def prefixed_lines(): for line in text.splitlines(True): yield (prefix + line if predicate(line) else line) return ''.join(prefixed_lines()) def convert_completion(completion): result = textwrap.dedent(completion) return result