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import pytest
from sqlalchemy import Column
from sqlalchemy import Integer
from sqlalchemy import text
from sqlalchemy.exc import OperationalError
from geoalchemy2 import Geometry
from geoalchemy2.elements import WKBElement
from geoalchemy2.elements import WKTElement
from .. import create_points
from .. import select
ROUNDS = 5
class SuccessfulTest(BaseException):
"""A custom exception used to mark the successful test."""
@pytest.fixture(
params=[pytest.param(True, id="Default geom type"), pytest.param(False, id="Custom geom type")]
)
def is_default_geom_type(request):
"""Fixture to determine if the test is for raw inputs or not."""
return request.param
@pytest.fixture(
params=[pytest.param(True, id="Raw input"), pytest.param(False, id="Not raw input")]
)
def is_raw_input(request):
"""Fixture to determine if the test is for raw inputs or not."""
return request.param
@pytest.fixture(
params=[pytest.param(True, id="Extended input"), pytest.param(False, id="Not extended input")]
)
def is_extended_input(request):
"""Fixture to determine if the test is for extended inputs or not."""
return request.param
@pytest.fixture(
params=[pytest.param(True, id="Extended output"), pytest.param(False, id="Not extended output")]
)
def is_extended_output(request):
"""Fixture to determine if the test is for extended outputs or not."""
return request.param
@pytest.fixture(
params=[
pytest.param("WKT input"),
pytest.param("WKB input"),
]
)
def input_representation(request):
"""Fixture to determine the representation type of inputs."""
return request.param
@pytest.fixture(
params=[
pytest.param("WKT output"),
pytest.param("WKB output"),
]
)
def output_representation(request):
"""Fixture to determine the representation type of outputs."""
return request.param
@pytest.fixture
def GeomTable(
base,
schema,
input_representation,
is_extended_input,
output_representation,
is_extended_output,
is_default_geom_type,
):
print("@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@")
print("GeomTable fixture")
print("is_extended_input:", is_extended_input)
print("is_extended_output:", is_extended_output)
print("input_representation:", input_representation)
print("output_representation:", output_representation)
print("is_default_geom_type:", is_default_geom_type)
print("@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@")
if input_representation == "WKB":
from_text_func = "ST_GeomFromEWKB" if is_extended_input else "ST_GeomFromWKB"
else:
from_text_func = "ST_GeomFromEWKT" if is_extended_input else "ST_GeomFromText"
if output_representation == "WKB":
to_text_func = "ST_AsEWKB" if is_extended_output else "ST_AsBinary"
ElementType_cls = WKBElement
else:
to_text_func = "ST_AsEWKT" if is_extended_output else "ST_AsText"
ElementType_cls = WKTElement
if is_default_geom_type:
CustomGeometry = Geometry
else:
class CustomGeometry(Geometry):
"""Custom Geometry class to handle different input/output representations."""
name = "geometry"
from_text = from_text_func
as_binary = to_text_func
ElementType = ElementType_cls
cache_ok = True
class GeomTable(base):
__tablename__ = "geom_table"
__table_args__ = {"schema": schema}
id = Column(Integer, primary_key=True)
geom = Column(CustomGeometry(geometry_type="POINT", srid=4326))
def __init__(self, geom):
self.geom = geom
return GeomTable
def insert_all_points(conn, table, points):
"""Insert all points into the database."""
query = table.insert().values(
[
{
"geom": point,
}
for point in points
]
)
return conn.execute(query)
def select_all_points(conn, table):
"""Select all points from the database."""
query = table.select()
return conn.execute(query).fetchall()
def insert_and_select_all_points(conn, table, points):
"""Insert all points into the database and select them."""
insert_all_points(conn, table, points)
return select_all_points(conn, table)
def _benchmark_setup(
conn, table_class, metadata, convert_wkb=False, extended=False, raw=False, N=50
):
"""Setup the database for benchmarking."""
# Create the points to insert
points = create_points(N, convert_wkb=convert_wkb, extended=extended, raw=raw)
# Create the table in the database
metadata.drop_all(conn, checkfirst=True)
metadata.create_all(conn)
print(f"Table {table_class.__tablename__} created")
return points
def _benchmark_insert(
conn,
table_class,
metadata,
benchmark,
convert_wkb=False,
raw_input=False,
extended_input=False,
N=50,
rounds=5,
):
"""Benchmark the insert operation."""
points = _benchmark_setup(
conn,
table_class,
metadata,
convert_wkb=convert_wkb,
raw=raw_input,
extended=extended_input,
N=N,
)
table = table_class.__table__
return benchmark.pedantic(
insert_all_points, args=(conn, table, points), iterations=1, rounds=rounds
)
def _benchmark_insert_select(
conn,
table_class,
metadata,
benchmark,
convert_wkb=False,
raw_input=False,
extended_input=False,
N=50,
rounds=5,
):
"""Benchmark the insert and select operations."""
points = _benchmark_setup(
conn,
table_class,
metadata,
convert_wkb=convert_wkb,
raw=raw_input,
extended=extended_input,
N=N,
)
table = table_class.__table__
return benchmark.pedantic(
insert_and_select_all_points, args=(conn, table, points), iterations=1, rounds=rounds
)
@pytest.fixture
def _insert_fail_or_success_type(
dialect_name,
input_representation,
is_raw_input,
is_extended_input,
output_representation,
is_extended_output,
is_default_geom_type,
):
"""Fixture to determine if the current test should fail or succeed."""
if (
dialect_name in ["sqlite", "geopackage"]
and not is_default_geom_type
and not is_extended_input
):
return AssertionError
return SuccessfulTest
@pytest.mark.parametrize(
"N",
[
2,
pytest.param(10, marks=pytest.mark.long_benchmark),
pytest.param(100, marks=pytest.mark.long_benchmark),
],
)
def test_insert(
benchmark,
GeomTable,
conn,
metadata,
N,
input_representation,
is_raw_input,
is_extended_input,
_insert_fail_or_success_type,
):
"""Benchmark the insert operation."""
convert_wkb = input_representation == "WKB"
try:
_benchmark_insert(
conn,
GeomTable,
metadata,
benchmark,
convert_wkb=convert_wkb,
raw_input=is_raw_input,
extended_input=is_extended_input,
N=N,
rounds=ROUNDS,
)
assert (
len(
conn.execute(
text(f"SELECT * FROM {GeomTable.__table__.name} WHERE geom IS NOT NULL")
).fetchall()
)
== N * N * ROUNDS
)
except SuccessfulTest:
# Handle the successful test case
pass
except _insert_fail_or_success_type:
# Handle the expected exception
pytest.xfail(reason=f"Expected exception: {_insert_fail_or_success_type}")
@pytest.fixture
def _insert_select_fail_or_success_type(
dialect_name,
input_representation,
is_raw_input,
is_extended_input,
output_representation,
is_extended_output,
is_default_geom_type,
):
"""Fixture to determine if the current test should fail or succeed."""
if dialect_name in ["mysql"] and not is_default_geom_type and is_extended_output:
return OperationalError
if dialect_name in ["sqlite", "geopackage"] and not is_default_geom_type:
if not is_extended_output:
return AssertionError
else:
return OperationalError
if (
dialect_name in ["postgresql", "sqlite", "geopackage"]
and is_default_geom_type
and not is_extended_output
):
return AssertionError
if dialect_name in ["mysql", "sqlite", "geopackage"] and is_extended_output:
return AssertionError
if dialect_name in ["mariadb"] and is_extended_output:
if is_default_geom_type:
return AssertionError
else:
return OperationalError
if not is_default_geom_type and is_extended_output:
return AssertionError
return SuccessfulTest
def _actual_test_insert_select(
benchmark,
GeomTable,
conn,
metadata,
N,
input_representation,
is_raw_input,
is_extended_input,
output_representation,
is_extended_output,
):
"""Actual test for insert and select operations."""
convert_wkb = input_representation == "WKB"
all_points = _benchmark_insert_select(
conn,
GeomTable,
metadata,
benchmark,
convert_wkb=convert_wkb,
raw_input=is_raw_input,
extended_input=is_extended_input,
N=N,
rounds=ROUNDS,
)
assert (
len(
conn.execute(
GeomTable.__table__.select().where(GeomTable.__table__.c.geom.is_not(None))
).fetchall()
)
== N * N * ROUNDS
)
assert len(all_points) == N * N * ROUNDS
res = conn.execute(select([GeomTable.__table__.c.geom])).fetchone()
assert res[0].extended == is_extended_output
if output_representation == "WKB":
assert isinstance(res[0], WKBElement)
elif output_representation == "WKT":
assert isinstance(res[0], WKTElement)
assert res[0].srid == 4326
@pytest.mark.parametrize(
"N",
[
2,
pytest.param(10, marks=pytest.mark.long_benchmark),
pytest.param(100, marks=pytest.mark.long_benchmark),
],
)
def test_insert_select(
benchmark,
GeomTable,
conn,
metadata,
N,
input_representation,
is_raw_input,
is_extended_input,
output_representation,
is_extended_output,
_insert_select_fail_or_success_type,
):
"""Benchmark the insert operation."""
try:
_actual_test_insert_select(
benchmark,
GeomTable,
conn,
metadata,
N,
input_representation,
is_raw_input,
is_extended_input,
output_representation,
is_extended_output,
)
except SuccessfulTest:
# Handle the successful test case
pass
except _insert_select_fail_or_success_type:
# Handle the expected exception
pytest.xfail(reason=f"Expected exception: {_insert_select_fail_or_success_type}")
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