Files
sqlalchemy/test/aaa_profiling/test_zoomark.py
T
Mike Bayer 1e278de4cc Post black reformatting
Applied on top of a pure run of black -l 79 in
I7eda77fed3d8e73df84b3651fd6cfcfe858d4dc9,  this set of changes
resolves all remaining flake8 conditions for those codes
we have enabled in setup.cfg.

Included are resolutions for all remaining flake8 issues
including shadowed builtins, long lines, import order, unused
imports, duplicate imports, and docstring issues.

Change-Id: I4f72d3ba1380dd601610ff80b8fb06a2aff8b0fe
2019-01-06 18:23:11 -05:00

531 lines
16 KiB
Python

from __future__ import unicode_literals
import datetime
from sqlalchemy import and_
from sqlalchemy import Column
from sqlalchemy import Date
from sqlalchemy import DateTime
from sqlalchemy import Float
from sqlalchemy import ForeignKey
from sqlalchemy import func
from sqlalchemy import Integer
from sqlalchemy import join
from sqlalchemy import outerjoin
from sqlalchemy import select
from sqlalchemy import Sequence
from sqlalchemy import Table
from sqlalchemy import Time
from sqlalchemy import Unicode
from sqlalchemy.testing import replay_fixture
"""Benchmark for SQLAlchemy.
An adaptation of Robert Brewers' ZooMark speed tests. """
ITERATIONS = 1
class ZooMarkTest(replay_fixture.ReplayFixtureTest):
"""Runs the ZooMark and squawks if method counts vary from the norm."""
__requires__ = ("cpython",)
__only_on__ = "postgresql+psycopg2"
def _run_steps(self, ctx):
with ctx():
self._baseline_1a_populate()
with ctx():
self._baseline_2_insert()
with ctx():
self._baseline_3_properties()
with ctx():
self._baseline_4_expressions()
with ctx():
self._baseline_5_aggregates()
with ctx():
self._baseline_6_editing()
with ctx():
self._baseline_7_multiview()
def setup_engine(self):
self._baseline_1_create_tables()
def teardown_engine(self):
self._baseline_8_drop()
def _baseline_1_create_tables(self):
Table(
"Zoo",
self.metadata,
Column(
"ID",
Integer,
Sequence("zoo_id_seq"),
primary_key=True,
index=True,
),
Column("Name", Unicode(255)),
Column("Founded", Date),
Column("Opens", Time),
Column("LastEscape", DateTime),
Column("Admission", Float),
)
Table(
"Animal",
self.metadata,
Column("ID", Integer, Sequence("animal_id_seq"), primary_key=True),
Column("ZooID", Integer, ForeignKey("Zoo.ID"), index=True),
Column("Name", Unicode(100)),
Column("Species", Unicode(100)),
Column("Legs", Integer, default=4),
Column("LastEscape", DateTime),
Column("Lifespan", Float(4)),
Column("MotherID", Integer, ForeignKey("Animal.ID")),
Column("PreferredFoodID", Integer),
Column("AlternateFoodID", Integer),
)
self.metadata.create_all()
def _baseline_1a_populate(self):
Zoo = self.metadata.tables["Zoo"]
Animal = self.metadata.tables["Animal"]
engine = self.metadata.bind
wap = engine.execute(
Zoo.insert(),
Name="Wild Animal Park",
Founded=datetime.date(2000, 1, 1),
Opens=datetime.time(8, 15, 59),
LastEscape=datetime.datetime(2004, 7, 29, 5, 6, 7),
Admission=4.95,
).inserted_primary_key[0]
sdz = engine.execute(
Zoo.insert(),
Name="San Diego Zoo",
Founded=datetime.date(1935, 9, 13),
Opens=datetime.time(9, 0, 0),
Admission=0,
).inserted_primary_key[0]
engine.execute(
Zoo.insert(inline=True),
Name="Montr\xe9al Biod\xf4me",
Founded=datetime.date(1992, 6, 19),
Opens=datetime.time(9, 0, 0),
Admission=11.75,
)
seaworld = engine.execute(
Zoo.insert(), Name="Sea_World", Admission=60
).inserted_primary_key[0]
# Let's add a crazy futuristic Zoo to test large date values.
engine.execute(
Zoo.insert(),
Name="Luna Park",
Founded=datetime.date(2072, 7, 17),
Opens=datetime.time(0, 0, 0),
Admission=134.95,
).inserted_primary_key[0]
# Animals
leopardid = engine.execute(
Animal.insert(), Species="Leopard", Lifespan=73.5
).inserted_primary_key[0]
engine.execute(
Animal.update(Animal.c.ID == leopardid),
ZooID=wap,
LastEscape=datetime.datetime(2004, 12, 21, 8, 15, 0, 999907),
)
engine.execute(
Animal.insert(), Species="Lion", ZooID=wap
).inserted_primary_key[0]
engine.execute(Animal.insert(), Species="Slug", Legs=1, Lifespan=0.75)
engine.execute(
Animal.insert(), Species="Tiger", ZooID=sdz
).inserted_primary_key[0]
# Override Legs.default with itself just to make sure it works.
engine.execute(Animal.insert(inline=True), Species="Bear", Legs=4)
engine.execute(
Animal.insert(inline=True),
Species="Ostrich",
Legs=2,
Lifespan=103.2,
)
engine.execute(
Animal.insert(inline=True), Species="Centipede", Legs=100
)
engine.execute(
Animal.insert(), Species="Emperor Penguin", Legs=2, ZooID=seaworld
).inserted_primary_key[0]
engine.execute(
Animal.insert(), Species="Adelie Penguin", Legs=2, ZooID=seaworld
).inserted_primary_key[0]
engine.execute(
Animal.insert(inline=True),
Species="Millipede",
Legs=1000000,
ZooID=sdz,
)
# Add a mother and child to test relationships
bai_yun = engine.execute(
Animal.insert(), Species="Ape", Name="Bai Yun", Legs=2
).inserted_primary_key[0]
engine.execute(
Animal.insert(inline=True),
Species="Ape",
Name="Hua Mei",
Legs=2,
MotherID=bai_yun,
)
def _baseline_2_insert(self):
Animal = self.metadata.tables["Animal"]
i = Animal.insert(inline=True)
for x in range(ITERATIONS):
i.execute(Species="Tick", Name="Tick %d" % x, Legs=8)
def _baseline_3_properties(self):
Zoo = self.metadata.tables["Zoo"]
Animal = self.metadata.tables["Animal"]
engine = self.metadata.bind
def fullobject(select):
"""Iterate over the full result row."""
return list(engine.execute(select).first())
for x in range(ITERATIONS):
# Zoos
fullobject(Zoo.select(Zoo.c.Name == "Wild Animal Park"))
fullobject(Zoo.select(Zoo.c.Founded == datetime.date(1935, 9, 13)))
fullobject(Zoo.select(Zoo.c.Name == "Montr\xe9al Biod\xf4me"))
fullobject(Zoo.select(Zoo.c.Admission == float(60)))
# Animals
fullobject(Animal.select(Animal.c.Species == "Leopard"))
fullobject(Animal.select(Animal.c.Species == "Ostrich"))
fullobject(Animal.select(Animal.c.Legs == 1000000))
fullobject(Animal.select(Animal.c.Species == "Tick"))
def _baseline_4_expressions(self):
Zoo = self.metadata.tables["Zoo"]
Animal = self.metadata.tables["Animal"]
engine = self.metadata.bind
def fulltable(select):
"""Iterate over the full result table."""
return [list(row) for row in engine.execute(select).fetchall()]
for x in range(ITERATIONS):
assert len(fulltable(Zoo.select())) == 5
assert len(fulltable(Animal.select())) == ITERATIONS + 12
assert len(fulltable(Animal.select(Animal.c.Legs == 4))) == 4
assert len(fulltable(Animal.select(Animal.c.Legs == 2))) == 5
assert (
len(
fulltable(
Animal.select(
and_(Animal.c.Legs >= 2, Animal.c.Legs < 20)
)
)
)
== ITERATIONS + 9
)
assert len(fulltable(Animal.select(Animal.c.Legs > 10))) == 2
assert len(fulltable(Animal.select(Animal.c.Lifespan > 70))) == 2
assert (
len(fulltable(Animal.select(Animal.c.Species.startswith("L"))))
== 2
)
assert (
len(
fulltable(Animal.select(Animal.c.Species.endswith("pede")))
)
== 2
)
assert (
len(fulltable(Animal.select(Animal.c.LastEscape != None))) == 1
) # noqa
assert (
len(fulltable(Animal.select(None == Animal.c.LastEscape)))
== ITERATIONS + 11
) # noqa
# In operator (containedby)
assert (
len(fulltable(Animal.select(Animal.c.Species.like("%pede%"))))
== 2
)
assert (
len(
fulltable(
Animal.select(
Animal.c.Species.in_(["Lion", "Tiger", "Bear"])
)
)
)
== 3
)
# Try In with cell references
class thing(object):
pass
pet, pet2 = thing(), thing()
pet.Name, pet2.Name = "Slug", "Ostrich"
assert (
len(
fulltable(
Animal.select(
Animal.c.Species.in_([pet.Name, pet2.Name])
)
)
)
== 2
)
# logic and other functions
assert (
len(fulltable(Animal.select(Animal.c.Species.like("Slug"))))
== 1
)
assert (
len(fulltable(Animal.select(Animal.c.Species.like("%pede%"))))
== 2
)
name = "Lion"
assert (
len(
fulltable(
Animal.select(
func.length(Animal.c.Species) == len(name)
)
)
)
== ITERATIONS + 3
)
assert (
len(fulltable(Animal.select(Animal.c.Species.like("%i%"))))
== ITERATIONS + 7
)
# Test now(), today(), year(), month(), day()
assert (
len(
fulltable(
Zoo.select(
and_(
Zoo.c.Founded != None, # noqa
Zoo.c.Founded
< func.current_timestamp(_type=Date),
)
)
)
)
== 3
)
assert (
len(
fulltable(
Animal.select(
Animal.c.LastEscape
== func.current_timestamp(_type=Date)
)
)
)
== 0
)
assert (
len(
fulltable(
Animal.select(
func.date_part("year", Animal.c.LastEscape) == 2004
)
)
)
== 1
)
assert (
len(
fulltable(
Animal.select(
func.date_part("month", Animal.c.LastEscape) == 12
)
)
)
== 1
)
assert (
len(
fulltable(
Animal.select(
func.date_part("day", Animal.c.LastEscape) == 21
)
)
)
== 1
)
def _baseline_5_aggregates(self):
Animal = self.metadata.tables["Animal"]
Zoo = self.metadata.tables["Zoo"]
engine = self.metadata.bind
for x in range(ITERATIONS):
# views
view = engine.execute(select([Animal.c.Legs])).fetchall()
legs = sorted([x[0] for x in view])
expected = {
"Leopard": 73.5,
"Slug": 0.75,
"Tiger": None,
"Lion": None,
"Bear": None,
"Ostrich": 103.2,
"Centipede": None,
"Emperor Penguin": None,
"Adelie Penguin": None,
"Millipede": None,
"Ape": None,
"Tick": None,
}
for species, lifespan in engine.execute(
select([Animal.c.Species, Animal.c.Lifespan])
).fetchall():
assert lifespan == expected[species]
expected = ["Montr\xe9al Biod\xf4me", "Wild Animal Park"]
e = select(
[Zoo.c.Name],
and_(
Zoo.c.Founded != None, # noqa
Zoo.c.Founded <= func.current_timestamp(),
Zoo.c.Founded >= datetime.date(1990, 1, 1),
),
)
values = [val[0] for val in engine.execute(e).fetchall()]
assert set(values) == set(expected)
# distinct
legs = [
x[0]
for x in engine.execute(
select([Animal.c.Legs], distinct=True)
).fetchall()
]
legs.sort()
def _baseline_6_editing(self):
Zoo = self.metadata.tables["Zoo"]
engine = self.metadata.bind
for x in range(ITERATIONS):
# Edit
SDZ = engine.execute(
Zoo.select(Zoo.c.Name == "San Diego Zoo")
).first()
engine.execute(
Zoo.update(Zoo.c.ID == SDZ["ID"]),
Name="The San Diego Zoo",
Founded=datetime.date(1900, 1, 1),
Opens=datetime.time(7, 30, 0),
Admission="35.00",
)
# Test edits
SDZ = engine.execute(
Zoo.select(Zoo.c.Name == "The San Diego Zoo")
).first()
assert SDZ["Founded"] == datetime.date(1900, 1, 1), SDZ["Founded"]
# Change it back
engine.execute(
Zoo.update(Zoo.c.ID == SDZ["ID"]),
Name="San Diego Zoo",
Founded=datetime.date(1935, 9, 13),
Opens=datetime.time(9, 0, 0),
Admission="0",
)
# Test re-edits
SDZ = engine.execute(
Zoo.select(Zoo.c.Name == "San Diego Zoo")
).first()
assert SDZ["Founded"] == datetime.date(1935, 9, 13)
def _baseline_7_multiview(self):
Zoo = self.metadata.tables["Zoo"]
Animal = self.metadata.tables["Animal"]
engine = self.metadata.bind
def fulltable(select):
"""Iterate over the full result table."""
return [list(row) for row in engine.execute(select).fetchall()]
for x in range(ITERATIONS):
fulltable(
select(
[Zoo.c.ID] + list(Animal.c),
Zoo.c.Name == "San Diego Zoo",
from_obj=[join(Zoo, Animal)],
)
)
Zoo.select(Zoo.c.Name == "San Diego Zoo")
fulltable(
select(
[Zoo.c.ID, Animal.c.ID],
and_(
Zoo.c.Name == "San Diego Zoo",
Animal.c.Species == "Leopard",
),
from_obj=[join(Zoo, Animal)],
)
)
# Now try the same query with INNER, LEFT, and RIGHT JOINs.
fulltable(
select(
[Zoo.c.Name, Animal.c.Species],
from_obj=[join(Zoo, Animal)],
)
)
fulltable(
select(
[Zoo.c.Name, Animal.c.Species],
from_obj=[outerjoin(Zoo, Animal)],
)
)
fulltable(
select(
[Zoo.c.Name, Animal.c.Species],
from_obj=[outerjoin(Animal, Zoo)],
)
)
def _baseline_8_drop(self):
self.metadata.drop_all()