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import ctypes.util
import dateparser
import pytest
from geoalchemy2 import Geometry
from sqlalchemy import (
Column,
DateTime,
Float,
ForeignKey,
Integer,
String,
create_engine,
)
from sqlalchemy.event import listen
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import scoped_session, sessionmaker
from sqlalchemy.sql import func, select
from pygeofilter.backends.sqlalchemy.evaluate import to_filter
from pygeofilter.parsers.ecql import parse
Base = declarative_base()
mod_spatialite = ctypes.util.find_library("mod_spatialite")
if not mod_spatialite:
import pathlib
matches = list(pathlib.Path("/usr/lib").glob("*/mod_spatialite.so"))
if matches:
mod_spatialite = str(matches[0])
pytestmark = pytest.mark.skipif(
not mod_spatialite, reason="mod_spatialite.so not available"
)
class Record(Base):
__tablename__ = "record"
identifier = Column(String, primary_key=True)
geometry = Column(
Geometry(
geometry_type="MULTIPOLYGON",
srid=4326,
spatial_index=False,
)
)
float_attribute = Column(Float)
int_attribute = Column(Integer)
str_attribute = Column(String)
datetime_attribute = Column(DateTime)
choice_attribute = Column(Integer)
class RecordMeta(Base):
__tablename__ = "record_meta"
identifier = Column(Integer, primary_key=True)
record = Column(String, ForeignKey("record.identifier"))
float_meta_attribute = Column(Float)
int_meta_attribute = Column(Integer)
str_meta_attribute = Column(String)
datetime_meta_attribute = Column(DateTime)
choice_meta_attribute = Column(Integer)
FIELD_MAPPING = {
"identifier": Record.identifier,
"geometry": Record.geometry,
"floatAttribute": Record.float_attribute,
"intAttribute": Record.int_attribute,
"strAttribute": Record.str_attribute,
"datetimeAttribute": Record.datetime_attribute,
"choiceAttribute": Record.choice_attribute,
# meta fields
"floatMetaAttribute": RecordMeta.float_meta_attribute,
"intMetaAttribute": RecordMeta.int_meta_attribute,
"strMetaAttribute": RecordMeta.str_meta_attribute,
"datetimeMetaAttribute": RecordMeta.datetime_meta_attribute,
"choiceMetaAttribute": RecordMeta.choice_meta_attribute,
}
def load_spatialite(dbapi_conn, connection_record):
dbapi_conn.enable_load_extension(True)
dbapi_conn.load_extension(mod_spatialite)
@pytest.fixture(scope="session")
def connection():
engine = create_engine("sqlite://", echo=True)
listen(engine, "connect", load_spatialite)
return engine.connect()
def seed_database(db_session):
record = Record(
identifier="A",
geometry="SRID=4326;MULTIPOLYGON(((0 0, 0 5, 5 5,5 0,0 0)))",
float_attribute=0.0,
int_attribute=10,
str_attribute="AAA",
datetime_attribute=dateparser.parse("2000-01-01T00:00:00Z"),
choice_attribute=1,
)
db_session.add(record)
record_meta = RecordMeta(
float_meta_attribute=10.0,
int_meta_attribute=20,
str_meta_attribute="AparentA",
datetime_meta_attribute=dateparser.parse("2000-01-01T00:00:05Z"),
choice_meta_attribute=1,
record=record.identifier,
)
db_session.add(record_meta)
record = Record(
identifier="B",
geometry="SRID=4326;MULTIPOLYGON(((5 5, 5 10, 10 10,10 5,5 5)))",
float_attribute=30.0,
int_attribute=None,
str_attribute="BBB",
datetime_attribute=dateparser.parse("2000-01-01T00:00:10Z"),
choice_attribute=1,
)
db_session.add(record)
record_meta = RecordMeta(
float_meta_attribute=20.0,
int_meta_attribute=30,
str_meta_attribute="BparentB",
datetime_meta_attribute=dateparser.parse("2000-01-01T00:00:05Z"),
choice_meta_attribute=1,
record=record.identifier,
)
db_session.add(record_meta)
db_session.commit()
@pytest.fixture(scope="session")
def setup_database(connection):
connection.execute(select(func.InitSpatialMetaData()))
Base.metadata.create_all(connection)
connection.commit()
seed_database(
scoped_session(sessionmaker(autocommit=False, autoflush=False, bind=connection))
)
yield
Base.metadata.drop_all(connection)
@pytest.fixture
def db_session(setup_database, connection):
transaction = connection.begin()
yield scoped_session(
sessionmaker(autocommit=False, autoflush=False, bind=connection)
)
transaction.rollback()
def evaluate(session, cql_expr, expected_ids, filter_option=None):
ast = parse(cql_expr)
filters = to_filter(ast, FIELD_MAPPING, filter_option)
q = session.query(Record).join(RecordMeta).filter(filters)
results = [row.identifier for row in q]
assert expected_ids == type(expected_ids)(results)
# common comparisons
def test_id_eq(db_session):
evaluate(db_session, "identifier = 'A'", ("A",))
def test_id_ne(db_session):
evaluate(db_session, "identifier <> 'B'", ("A",))
def test_float_lt(db_session):
evaluate(db_session, "floatAttribute < 30", ("A",))
def test_float_le(db_session):
evaluate(db_session, "floatAttribute <= 20", ("A",))
def test_float_gt(db_session):
evaluate(db_session, "floatAttribute > 20", ("B",))
def test_float_ge(db_session):
evaluate(db_session, "floatAttribute >= 30", ("B",))
def test_float_between(db_session):
evaluate(db_session, "floatAttribute BETWEEN -1 AND 1", ("A",))
# test different field types
def test_common_value_eq(db_session):
evaluate(db_session, "strAttribute = 'AAA'", ("A",))
def test_common_value_in(db_session):
evaluate(db_session, "strAttribute IN ('AAA', 'XXX')", ("A",))
def test_common_value_like(db_session):
evaluate(db_session, "strAttribute LIKE 'AA%'", ("A",))
def test_common_value_like_middle(db_session):
evaluate(db_session, "strAttribute LIKE 'A%A'", ("A",))
def test_like_beginswith(db_session):
evaluate(db_session, "strMetaAttribute LIKE 'A%'", ("A",))
def test_ilike_beginswith(db_session):
evaluate(db_session, "strMetaAttribute ILIKE 'a%'", ("A",))
def test_like_endswith(db_session):
evaluate(db_session, "strMetaAttribute LIKE '%A'", ("A",))
def test_ilike_endswith(db_session):
evaluate(db_session, "strMetaAttribute ILIKE '%a'", ("A",))
def test_like_middle(db_session):
evaluate(db_session, "strMetaAttribute LIKE '%parent%'", ("A", "B"))
def test_like_startswith_middle(db_session):
evaluate(db_session, "strMetaAttribute LIKE 'A%rent%'", ("A",))
def test_like_middle_endswith(db_session):
evaluate(db_session, "strMetaAttribute LIKE '%ren%A'", ("A",))
def test_like_startswith_middle_endswith(db_session):
evaluate(db_session, "strMetaAttribute LIKE 'A%ren%A'", ("A",))
def test_ilike_middle(db_session):
evaluate(db_session, "strMetaAttribute ILIKE '%PaReNT%'", ("A", "B"))
def test_not_like_beginswith(db_session):
evaluate(db_session, "strMetaAttribute NOT LIKE 'B%'", ("A",))
def test_not_ilike_beginswith(db_session):
evaluate(db_session, "strMetaAttribute NOT ILIKE 'b%'", ("A",))
def test_not_like_endswith(db_session):
evaluate(db_session, "strMetaAttribute NOT LIKE '%B'", ("A",))
def test_not_ilike_endswith(db_session):
evaluate(db_session, "strMetaAttribute NOT ILIKE '%b'", ("A",))
# (NOT) IN
def test_string_in(db_session):
evaluate(db_session, "identifier IN ('A', 'B')", ("A", "B"))
def test_string_not_in(db_session):
evaluate(db_session, "identifier NOT IN ('B', 'C')", ("A",))
# (NOT) NULL
def test_string_null(db_session):
evaluate(db_session, "intAttribute IS NULL", ("B",))
def test_string_not_null(db_session):
evaluate(db_session, "intAttribute IS NOT NULL", ("A",))
# temporal predicates
def test_before(db_session):
evaluate(db_session, "datetimeAttribute BEFORE 2000-01-01T00:00:01Z", ("A",))
def test_before_or_during_dt_dt(db_session):
evaluate(
db_session,
"datetimeAttribute BEFORE OR DURING "
"2000-01-01T00:00:00Z / 2000-01-01T00:00:01Z",
("A",),
)
def test_before_or_during_dt_td(db_session):
evaluate(
db_session,
"datetimeAttribute BEFORE OR DURING " "2000-01-01T00:00:00Z / PT4S",
("A",),
)
def test_before_or_during_td_dt(db_session):
evaluate(
db_session,
"datetimeAttribute BEFORE OR DURING " "PT4S / 2000-01-01T00:00:03Z",
("A",),
)
def test_during_td_dt(db_session):
evaluate(
db_session,
"datetimeAttribute BEFORE OR DURING " "PT4S / 2000-01-01T00:00:03Z",
("A",),
)
# spatial predicates
def test_intersects_point(db_session):
evaluate(db_session, "INTERSECTS(geometry, POINT(1 1.0))", ("A",))
def test_intersects_mulitipoint_1(db_session):
evaluate(db_session, "INTERSECTS(geometry, MULTIPOINT(0 0, 1 1))", ("A",))
def test_intersects_mulitipoint_2(db_session):
evaluate(db_session, "INTERSECTS(geometry, MULTIPOINT((0 0), (1 1)))", ("A",))
def test_intersects_linestring(db_session):
evaluate(db_session, "INTERSECTS(geometry, LINESTRING(0 0, 1 1))", ("A",))
def test_intersects_multilinestring(db_session):
evaluate(
db_session,
"INTERSECTS(geometry, MULTILINESTRING((0 0, 1 1), (2 1, 1 2)))",
("A",),
)
def test_intersects_polygon(db_session):
evaluate(
db_session,
"INTERSECTS(geometry, "
"POLYGON((0 0, 3 0, 3 3, 0 3, 0 0), (1 1, 2 1, 2 2, 1 2, 1 1)))",
("A",),
)
def test_intersects_multipolygon(db_session):
evaluate(
db_session,
"INTERSECTS(geometry, "
"MULTIPOLYGON(((0 0, 3 0, 3 3, 0 3, 0 0), "
"(1 1, 2 1, 2 2, 1 2, 1 1))))",
("A",),
)
def test_intersects_envelope(db_session):
evaluate(db_session, "INTERSECTS(geometry, ENVELOPE(0 1.0 0 1.0))", ("A",))
# Commented out as not supported in spatialite for testing
# def test_dwithin(db_session):
# evaluate(db_session, "DWITHIN(geometry, POINT(0 0), 10, meters)", ("A",))
# def test_beyond(db_session):
# evaluate(db_session, "BEYOND(geometry, POINT(0 0), 10, meters)", ("B",))
def test_bbox(db_session):
evaluate(db_session, "BBOX(geometry, 0, 0, 1, 1, '4326')", ("A",))
# arithmethic expressions
def test_arith_simple_plus(db_session):
evaluate(db_session, "intMetaAttribute = 10 + 10", ("A",))
def test_arith_field_plus_1(db_session):
evaluate(db_session, "intMetaAttribute = floatMetaAttribute + 10", ("A", "B"))
def test_arith_field_plus_2(db_session):
evaluate(db_session, "intMetaAttribute = 10 + floatMetaAttribute", ("A", "B"))
def test_arith_field_plus_field(db_session):
evaluate(
db_session, "intMetaAttribute = " "floatMetaAttribute + intAttribute", ("A",)
)
def test_arith_field_plus_mul_1(db_session):
evaluate(db_session, "intMetaAttribute = intAttribute * 1.5 + 5", ("A",))
def test_arith_field_plus_mul_2(db_session):
evaluate(db_session, "intMetaAttribute = 5 + intAttribute * 1.5", ("A",))
# handling undefined/invalid attributes
def test_undef_comp(db_session):
# treat undefined/invalid attribute as null
evaluate(db_session, "missingAttribute > 10", (), True)
def test_undef_isnull(db_session):
evaluate(db_session, "missingAttribute IS NULL", ("A", "B"), True)
def test_undef_comp_error(db_session):
# error if undefined/invalid attribute
with pytest.raises(KeyError):
evaluate(db_session, "missingAttribute > 10", (), False)
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