from __future__ import annotations from collections import namedtuple from dataclasses import dataclass, field from typing import Dict, List import nanoid from tinydb import TinyDB, where from grung.exceptions import PointerReferenceError Metadata = namedtuple("Metadata", ["table", "fields"]) @dataclass class Field: """ Represents a single field in a Record. """ name: str value_type: type = str default: str = None unique: bool = False def serialize(self, rec: value_type, db: TinyDB) -> str: return str(rec) def deserialize(self, rec: value_type, db: TinyDB, recurse: bool = True) -> value_type: return rec @dataclass class Integer(Field): value_type: type = int default: int = 0 def deserialize(self, rec: str, db: TinyDB, recurse: bool = True) -> value_type: return int(rec) class Record(Dict[(str, Field)]): """ Base type for a single database record. """ def __init__(self, raw_doc: dict = {}, doc_id: int = None, **params): self.doc_id = doc_id fields = self.__class__.fields() self._metadata = Metadata(table=self.__class__.__name__, fields={f.name: f for f in fields}) super().__init__(dict({field.name: field.default for field in fields}, **raw_doc, **params)) @classmethod def fields(self): return [ # 1% collision rate at ~2M records Field("uid", default=nanoid.generate(size=8), unique=True) ] def serialize(self, db): """ Serialie every field on the record """ rec = {} for name, _field in self._metadata.fields.items(): rec[name] = _field.serialize(self[name], db) return self.__class__(rec, doc_id=self.doc_id) def deserialize(self, db, recurse: bool = True): """ Deserialize every field on the record """ rec = {} for name, _field in self._metadata.fields.items(): rec[name] = _field.deserialize(self[name], db, recurse=recurse) return self.__class__(rec, doc_id=self.doc_id) def before_insert(self): pass def __setattr__(self, key, value): if key in self: self[key] = value super().__setattr__(key, value) def __getattr__(self, attr_name): if attr_name in self: return self.get(attr_name) return super().__getattr__(attr_name) def __hash__(self): return hash(str(dict(self))) def __repr__(self): return f"{self.__class__.__name__}[{self.doc_id}]: {self.items()}" @dataclass class Collection(Field): """ A collection of fields that store pointers instead of dicts. """ value_type: type = Record default: List[value_type] = field(default_factory=lambda: []) def serialize(self, value: value_type, db: TinyDB) -> List[str]: vals = self.default if value: for rec in value: if not rec.doc_id: raise PointerReferenceError(rec) vals.append(f"{rec._metadata.table}::{rec.uid}") return vals def deserialize(self, rec: List[value_type], db: TinyDB, recurse=True) -> value_type: """ Recursively deserialize the objects in this collection """ vals = [] for member in rec: pt, puid = member.split("::") vals.append(db.table(pt).search(where("uid") == puid)[0]) return vals