Files
sqlalchemy/test/ext/test_horizontal_shard.py
T
Mike Bayer 3937fc7dfc Add baked.Result.with_post_criteria method
Added new method :meth:`.baked.Result.with_post_criteria` to baked
query system, allowing non-SQL-modifying transformations to take place
after the query has been pulled from the cache.  Among other things,
this method can be used with :class:`.horizontal_shard.ShardedQuery`
to set the shard identifier.   :class:`.horizontal_shard.ShardedQuery`
has also been modified such that its :meth:`.ShardedQuery.get` method
interacts correctly with that of :class:`.baked.Result`.

Change-Id: I04630c683240abbb4b99f0510a1a3dcb564815b4
Fixes: #4135
2017-11-12 18:44:41 -05:00

301 lines
9.9 KiB
Python

import datetime
import os
from sqlalchemy import *
from sqlalchemy import event
from sqlalchemy import sql, util
from sqlalchemy.orm import *
from sqlalchemy.ext.horizontal_shard import ShardedSession
from sqlalchemy.sql import operators
from sqlalchemy.testing import fixtures
from sqlalchemy.testing.engines import testing_engine
from sqlalchemy.testing import eq_
# TODO: ShardTest can be turned into a base for further subclasses
class ShardTest(object):
__skip_if__ = (lambda: util.win32,)
__requires__ = 'sqlite',
schema = None
def setUp(self):
global db1, db2, db3, db4, weather_locations, weather_reports
db1, db2, db3, db4 = self._init_dbs()
meta = MetaData()
ids = Table('ids', meta,
Column('nextid', Integer, nullable=False))
def id_generator(ctx):
# in reality, might want to use a separate transaction for this.
c = db1.contextual_connect()
nextid = c.execute(ids.select(for_update=True)).scalar()
c.execute(ids.update(values={ids.c.nextid: ids.c.nextid + 1}))
return nextid
weather_locations = Table(
"weather_locations", meta,
Column('id', Integer, primary_key=True, default=id_generator),
Column('continent', String(30), nullable=False),
Column('city', String(50), nullable=False),
schema=self.schema
)
weather_reports = Table(
'weather_reports',
meta,
Column('id', Integer, primary_key=True),
Column('location_id', Integer,
ForeignKey(weather_locations.c.id)),
Column('temperature', Float),
Column('report_time', DateTime,
default=datetime.datetime.now),
schema=self.schema
)
for db in (db1, db2, db3, db4):
meta.create_all(db)
db1.execute(ids.insert(), nextid=1)
self.setup_session()
self.setup_mappers()
@classmethod
def setup_session(cls):
global create_session
shard_lookup = {
'North America': 'north_america',
'Asia': 'asia',
'Europe': 'europe',
'South America': 'south_america',
}
def shard_chooser(mapper, instance, clause=None):
if isinstance(instance, WeatherLocation):
return shard_lookup[instance.continent]
else:
return shard_chooser(mapper, instance.location)
def id_chooser(query, ident):
return ['north_america', 'asia', 'europe', 'south_america']
def query_chooser(query):
ids = []
class FindContinent(sql.ClauseVisitor):
def visit_binary(self, binary):
if binary.left.shares_lineage(
weather_locations.c.continent):
if binary.operator == operators.eq:
ids.append(shard_lookup[binary.right.value])
elif binary.operator == operators.in_op:
for bind in binary.right.clauses:
ids.append(shard_lookup[bind.value])
if query._criterion is not None:
FindContinent().traverse(query._criterion)
if len(ids) == 0:
return ['north_america', 'asia', 'europe',
'south_america']
else:
return ids
create_session = sessionmaker(class_=ShardedSession,
autoflush=True, autocommit=False)
create_session.configure(shards={
'north_america': db1,
'asia': db2,
'europe': db3,
'south_america': db4,
}, shard_chooser=shard_chooser, id_chooser=id_chooser,
query_chooser=query_chooser)
@classmethod
def setup_mappers(cls):
global WeatherLocation, Report
class WeatherLocation(object):
def __init__(self, continent, city):
self.continent = continent
self.city = city
class Report(object):
def __init__(self, temperature):
self.temperature = temperature
mapper(WeatherLocation, weather_locations, properties={
'reports': relationship(Report, backref='location'),
'city': deferred(weather_locations.c.city),
})
mapper(Report, weather_reports)
def _fixture_data(self):
tokyo = WeatherLocation('Asia', 'Tokyo')
newyork = WeatherLocation('North America', 'New York')
toronto = WeatherLocation('North America', 'Toronto')
london = WeatherLocation('Europe', 'London')
dublin = WeatherLocation('Europe', 'Dublin')
brasilia = WeatherLocation('South America', 'Brasila')
quito = WeatherLocation('South America', 'Quito')
tokyo.reports.append(Report(80.0))
newyork.reports.append(Report(75))
quito.reports.append(Report(85))
sess = create_session()
for c in [
tokyo,
newyork,
toronto,
london,
dublin,
brasilia,
quito,
]:
sess.add(c)
sess.commit()
sess.close()
return sess
def test_roundtrip(self):
sess = self._fixture_data()
tokyo = sess.query(WeatherLocation).filter_by(city="Tokyo").one()
tokyo.city # reload 'city' attribute on tokyo
sess.expunge_all()
eq_(db2.execute(weather_locations.select()).fetchall(), [(1,
'Asia', 'Tokyo')])
eq_(db1.execute(weather_locations.select()).fetchall(), [(2,
'North America', 'New York'), (3, 'North America', 'Toronto')])
eq_(sess.execute(weather_locations.select(), shard_id='asia')
.fetchall(), [(1, 'Asia', 'Tokyo')])
t = sess.query(WeatherLocation).get(tokyo.id)
eq_(t.city, tokyo.city)
eq_(t.reports[0].temperature, 80.0)
north_american_cities = \
sess.query(WeatherLocation).filter(
WeatherLocation.continent == 'North America')
eq_(set([c.city for c in north_american_cities]),
set(['New York', 'Toronto']))
asia_and_europe = \
sess.query(WeatherLocation).filter(
WeatherLocation.continent.in_(['Europe', 'Asia']))
eq_(set([c.city for c in asia_and_europe]), set(['Tokyo',
'London', 'Dublin']))
def test_get_baked_query(self):
sess = self._fixture_data()
tokyo = sess.query(WeatherLocation).filter_by(city="Tokyo").one()
tokyo.city
sess.expunge_all()
from sqlalchemy.ext.baked import BakedQuery
bakery = BakedQuery.bakery()
bq = bakery(lambda session: session.query(WeatherLocation))
t = bq(sess).get(tokyo.id)
eq_(t.city, tokyo.city)
def test_get_baked_query_shard_id(self):
sess = self._fixture_data()
tokyo = sess.query(WeatherLocation).filter_by(city="Tokyo").one()
tokyo.city
sess.expunge_all()
from sqlalchemy.ext.baked import BakedQuery
bakery = BakedQuery.bakery()
bq = bakery(lambda session: session.query(WeatherLocation))
t = bq(sess).with_post_criteria(
lambda q: q.set_shard("asia")).get(tokyo.id)
eq_(t.city, tokyo.city)
def test_filter_baked_query_shard_id(self):
sess = self._fixture_data()
tokyo = sess.query(WeatherLocation).filter_by(city="Tokyo").one()
tokyo.city
sess.expunge_all()
from sqlalchemy.ext.baked import BakedQuery
bakery = BakedQuery.bakery()
bq = bakery(lambda session: session.query(WeatherLocation)).\
with_criteria(lambda q: q.filter_by(id=tokyo.id))
t = bq(sess).with_post_criteria(
lambda q: q.set_shard("asia")).one()
eq_(t.city, tokyo.city)
def test_shard_id_event(self):
canary = []
def load(instance, ctx):
canary.append(ctx.attributes["shard_id"])
event.listen(WeatherLocation, "load", load)
sess = self._fixture_data()
tokyo = sess.query(WeatherLocation).\
filter_by(city="Tokyo").set_shard("asia").one()
sess.query(WeatherLocation).all()
eq_(
canary,
['asia', 'north_america', 'north_america',
'europe', 'europe', 'south_america',
'south_america']
)
class DistinctEngineShardTest(ShardTest, fixtures.TestBase):
def _init_dbs(self):
db1 = testing_engine('sqlite:///shard1.db',
options=dict(pool_threadlocal=True))
db2 = testing_engine('sqlite:///shard2.db')
db3 = testing_engine('sqlite:///shard3.db')
db4 = testing_engine('sqlite:///shard4.db')
return db1, db2, db3, db4
def tearDown(self):
clear_mappers()
for db in (db1, db2, db3, db4):
db.connect().invalidate()
for i in range(1, 5):
os.remove("shard%d.db" % i)
class AttachedFileShardTest(ShardTest, fixtures.TestBase):
schema = "changeme"
def _init_dbs(self):
db1 = testing_engine('sqlite://', options={"execution_options":
{"shard_id": "shard1"}})
db2 = db1.execution_options(shard_id="shard2")
db3 = db1.execution_options(shard_id="shard3")
db4 = db1.execution_options(shard_id="shard4")
import re
@event.listens_for(db1, "before_cursor_execute", retval=True)
def _switch_shard(conn, cursor, stmt, params, context, executemany):
shard_id = conn._execution_options['shard_id']
# because SQLite can't just give us a "use" statement, we have
# to use the schema hack to locate table names
if shard_id:
stmt = re.sub(r"\"?changeme\"?\.", shard_id + "_", stmt)
return stmt, params
return db1, db2, db3, db4