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@xescuder
Created March 23, 2023 22:03
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Exchanges, indices and stocks imperative mapping
import logging
from sqlalchemy import (Table, Column, Integer, Enum, Float, String, Date, Boolean, ForeignKey)
from sqlalchemy.orm import registry, relationship
from bot.domain import model
"""
Imperative mapping with dataclasses (models are dataclasses)
https://docs.sqlalchemy.org/en/14/orm/mapping_styles.html#imperative-mapping-with-dataclasses-and-attrs
"""
logger = logging.getLogger(__name__)
mapper_registry = registry()
instruments_table = Table(
'instruments',
mapper_registry.metadata,
Column('symbol', String(12), primary_key=True),
Column('name', String(200), nullable=False),
Column('type', Enum(model.TradingInstrumentTypeEnum), nullable=False),
)
indexes_table = Table(
'indexes',
mapper_registry.metadata,
Column('symbol', String(12), ForeignKey('instruments.symbol'), primary_key=True),
)
exchanges_table = Table(
'exchanges',
mapper_registry.metadata,
Column('symbol', String(8), primary_key=True),
Column('mic', String(10), unique=True, nullable=True),
Column('acronym', String(4)),
Column('name', String(200), nullable=True),
Column('region', String(2)),
Column('suffix', String(3)),
)
stocks_table = Table(
'stocks',
mapper_registry.metadata,
Column('symbol', String(12), ForeignKey('instruments.symbol'), primary_key=True),
Column('cik', String(10), nullable=True),
Column('figi', String(12), nullable=True),
Column('isin', String(12), nullable=True),
Column('beta', Float, default=0.0),
Column('market_cap', Float, default=0.0),
Column('is_traded', Boolean, nullable=True, default=True),
Column('next_dividend_date', Date, nullable=True),
Column('outstanding_shares', Integer, default=0),
Column('float_shares', Integer, default=0),
Column('exchange_symbol', String(8), ForeignKey('exchanges.symbol'), nullable=True),
)
indexes_components_table = Table(
'indexes_components',
mapper_registry.metadata,
Column('index_symbol', String(12), ForeignKey('indexes.symbol'), primary_key=True),
Column('stock_symbol', String(12), ForeignKey('stocks.symbol'), primary_key=True),
)
def to_dict(self):
result = {c.name: getattr(self, c.name)
for c in self.__table__.columns}
return result
def start_mappers():
logger.info("Starting mappers")
instruments_mapper = mapper_registry.map_imperatively(model.TradingInstrument, instruments_table,
polymorphic_on=instruments_table.c.type,
polymorphic_identity='INSTRUMENTS',
)
mapper_registry.map_imperatively(model.Index, indexes_table,
inherits=instruments_mapper,
polymorphic_identity='INDEX'
)
mapper_registry.map_imperatively(model.Stock, stocks_table,
inherits=instruments_mapper,
polymorphic_identity='STOCK',
properties={
'exchange': relationship(model.Exchange),
'indices': relationship(model.Index,
secondary=indexes_components_table)}
)
mapper_registry.map_imperatively(model.Exchange, exchanges_table, properties={
'instruments': relationship(model.TradingInstrument)})
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