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models.py
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models.py
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from typing import Dict, Optional, Any
import sqlite3
import psycopg2
import psycopg2.extras
import re
SQLITE = 'sqlite'
POSTGRESQL = 'postgresql'
SUPPORTED_DBS = (
SQLITE,
POSTGRESQL
)
pattern = "(\w+):?(.*)@(\w+):?(\w*)\/(\w+)"
def init_database(uri: str):
if uri.startswith(SQLITE):
database = uri.split(':///')[1]
connection = sqlite3.connect(database=database)
connection.row_factory = sqlite3.Row
return Database(engine=SQLiteEngine(connection=connection), kind=SQLITE)
elif uri.startswith(POSTGRESQL):
connection_str = uri.split('://')[1]
username, password, host, port, database = re.match(pattern, connection_str).groups()
connection = psycopg2.connect(
f"dbname={database} user={username} password={password} host={host} port={port}"
)
return Database(engine=PostgresqlEngine(connection=connection), kind=POSTGRESQL)
raise ValueError(f"Unsupported uri {str}, supported dbs: {SUPPORTED_DBS}")
class Engine:
connection = None
def close(self):
raise NotImplementedError()
def commit(self):
raise NotImplementedError()
def execute(self, query, args):
raise NotImplementedError()
class SQLiteEngine(Engine):
def __init__(self, connection):
self.connection = connection
def close(self):
self.connection.close()
def commit(self):
self.connection.commit()
def execute(self, query, args):
return self.connection.execute(query, args)
class PostgresqlEngine(Engine):
def __init__(self, connection):
self.connection = connection
self.cur = connection.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
def close(self):
self.cur.close()
self.connection.close()
def commit(self):
self.connection.commit()
def execute(self, query, args):
self.cur.execute(query, args)
return self.cur
class Database:
def __init__(self, kind: str, engine: Engine):
self.kind = kind
self.engine = engine
self.connected = True
setattr(Model, 'db', self)
def close(self):
''' Close SQL connection '''
if self.connected:
self.engine.close()
self.connected = False
def commit(self):
''' Commit SQL changes '''
self.engine.commit()
def execute(self, query, *args):
''' Execute SQL '''
return self.engine.execute(query, args)
class DataMapper:
def __init__(self, table_name, db):
self.table_name = table_name
self.db = db
def get(self, id) -> Optional[Dict]:
raise NotImplementedError()
def all(self):
raise NotImplementedError()
def save(self, columns_and_values):
raise NotImplementedError()
def update(self, columns_and_values, id):
raise NotImplementedError()
def delete(self, id):
raise NotImplementedError()
class SQLDataMapper(DataMapper):
placeholder = None
def get(self, id) -> Optional[Dict]:
query = f"SELECT * FROM {self.table_name} WHERE id = {self.placeholder}"
result = self.db.execute(query, id)
return result.fetchone()
def all(self):
query = f"SELECT * FROM {self.table_name}"
result = self.db.execute(query)
return result.fetchall()
def save(self, columns_and_values):
column_names = ", ".join([column for column, _ in columns_and_values])
column_refs = ", ".join([self.placeholder for _ in range(len(columns_and_values))])
query = f"INSERT INTO {self.table_name} ({column_names}) VALUES ({column_refs})"
cur = self.db.execute(query, *[val for col, val in columns_and_values])
return cur.lastrowid
def update(self, columns_and_values, id):
column_names = [column for column, _ in columns_and_values]
where_expressions = f'= {self.placeholder}, '.join(column_names) + f'= {self.placeholder}'
query = f'UPDATE {self.table_name} SET {where_expressions} WHERE id = {self.placeholder}'
column_values = [val for _, val in columns_and_values] + [id]
result = self.db.execute(query, *column_values)
return result.lastrowid
def delete(self, id):
query = f'DELETE from {self.table_name} WHERE id = {self.placeholder}'
self.db.execute(query, id)
class SQLiteDataMapper(SQLDataMapper):
placeholder = '?'
class PostgresqlDataMapper(SQLDataMapper):
placeholder = '%s'
class DataMapperFactory:
@classmethod
def setup(cls, kind, table_name, db):
if kind == SQLITE:
return SQLiteDataMapper(table_name, db)
elif kind == POSTGRESQL:
return PostgresqlDataMapper(table_name, db)
raise ValueError(f"Unsupported database type {kind}")
class Manager:
"""
Date mapper interface
"""
def __init__(self, db: Database, model):
self.model = model
self.data_mapper = DataMapperFactory.setup(db.kind, table_name=model._table_name(), db=db)
def get(self, id):
row = self.data_mapper.get(id)
if not row:
raise ValueError("Does not exists")
return self.model(**row)
def all(self):
return [
self.model(**row) for row in
self.data_mapper.all()
]
def save(self, obj):
"""
if id is not presented creates a new row, else updates existing
:param obj:
:return:
"""
columns_and_values = [(column, getattr(obj, column)) for column, _ in obj._fields()]
if obj.id is None:
obj.id = self.data_mapper.save(columns_and_values)
else:
self.data_mapper.update(columns_and_values, obj.id)
return obj
def delete(self, obj):
"""
delete
:param obj:
:return:
"""
self.data_mapper.delete(obj.id)
class Field:
pass
class Model:
"""
Abstract class to declare models
"""
db = None
def __init__(self, **kwargs):
for field_name, _ in self._fields():
if field_name not in kwargs:
raise AttributeError(f"You must set a value for '{field_name}' field")
else:
setattr(self, field_name, kwargs[field_name])
self.id = kwargs.get('id')
def save(self):
self.manager().save(self)
def delete(self):
self.manager().delete(self)
@classmethod
def manager(cls, db=None):
db = db if db else cls.db
if not db:
raise ValueError("Database not initialized")
return Manager(db=db, model=cls)
@classmethod
def _fields(cls):
return [(field_name, value) for field_name, value in cls.__dict__.items() if isinstance(value, Field)]
@classmethod
def _table_name(cls):
return cls.__name__.lower()
def __repr__(self):
return f"{self.__class__.__name__}(id={self.id})"