[英]python mocking a function call during module import in test file
[英]Mocking sqlobject function call for test db
我正在嘗試使用 pytest 模擬sqlbuilder.func
的測試用例
我成功地模擬了具有正確輸出的sqlbuilder.func.TO_BASE64
但是當我嘗試sqlbuilder.func.FROM_UNIXTIME
時,我沒有收到任何錯誤,但是生成的查詢結果輸出不正確。 以下是該問題的最小工作示例。
模型.py
from sqlobject import (
sqlbuilder,
sqlhub,
SQLObject,
StringCol,
BLOBCol,
TimestampCol,
)
class Store(SQLObject):
name = StringCol()
sample = BLOBCol()
createdAt = TimestampCol()
DATE_FORMAT = "%Y-%m-%d"
def retrieve(name):
query = sqlbuilder.Select([
sqlbuilder.func.TO_BASE64(Store.q.sample),
],
sqlbuilder.AND(
Store.q.name == name,
sqlbuilder.func.FROM_UNIXTIME(Store.q.createdAt, DATE_FORMAT) >= sqlbuilder.func.FROM_UNIXTIME("2018-10-12", DATE_FORMAT)
)
)
connection = sqlhub.getConnection()
query = connection.sqlrepr(query)
print(query)
queryResult = connection.queryAll(query)
return queryResult
conftest.py
import pytest
from models import Store
from sqlobject import sqlhub
from sqlobject.sqlite import sqliteconnection
@pytest.fixture(autouse=True, scope="session")
def sqlite_db_session(tmpdir_factory):
file = tmpdir_factory.mktemp("db").join("sqlite.db")
conn = sqliteconnection.SQLiteConnection(str(file))
sqlhub.processConnection = conn
init_tables()
yield conn
conn.close()
def init_tables():
Store.createTable(ifNotExists=True)
test_ex1.py
import pytest
from sqlobject import sqlbuilder
from models import retrieve
try:
import mock
from mock import MagicMock
except ImportError:
from unittest import mock
from unittest.mock import MagicMock
def TO_BASE64(x):
return x
def FROM_UNIXTIME(x, y):
return 'strftime("%Y%m%d", datetime({},"unixepoch", "localtime"))'.format(x)
# @mock.patch("sqlobject.sqlbuilder.func.TO_BASE64")
# @mock.patch("sqlobject.sqlbuilder.func.TO_BASE64", MagicMock(side_effect=lambda x: x))
# @mock.patch("sqlobject.sqlbuilder.func.TO_BASE64", new_callable=MagicMock(side_effect=lambda x: x))
@mock.patch("sqlobject.sqlbuilder.func.TO_BASE64", TO_BASE64)
@mock.patch("sqlobject.sqlbuilder.func.FROM_UNIXTIME", FROM_UNIXTIME)
def test_retrieve():
result = retrieve('Some')
assert result == []
當前 SQL:
SELECT store.sample FROM store WHERE (((store.name) = ('Some')) AND (1))
預期的 SQL:
SELECT
store.sample
FROM
store
WHERE
store.name = 'Some'
AND
strftime(
'%Y%m%d',
datetime(store.created_at, 'unixepoch', 'localtime')
) >= strftime(
'%Y%m%d',
datetime('2018-10-12', 'unixepoch', 'localtime')
)
編輯示例
#! /usr/bin/env python
from sqlobject import *
__connection__ = "sqlite:/:memory:?debug=1&debugOutput=1"
try:
import mock
from mock import MagicMock
except ImportError:
from unittest import mock
from unittest.mock import MagicMock
class Store(SQLObject):
name = StringCol()
sample = BLOBCol()
createdAt = TimestampCol()
Store.createTable()
DATE_FORMAT = "%Y-%m-%d"
def retrieve(name):
query = sqlbuilder.Select([
sqlbuilder.func.TO_BASE64(Store.q.sample),
],
sqlbuilder.AND(
Store.q.name == name,
sqlbuilder.func.FROM_UNIXTIME(Store.q.createdAt, DATE_FORMAT) >= sqlbuilder.func.FROM_UNIXTIME("2018-10-12", DATE_FORMAT)
)
)
connection = Store._connection
query = connection.sqlrepr(query)
queryResult = connection.queryAll(query)
return queryResult
def TO_BASE64(x):
return x
def FROM_UNIXTIME(x, y):
return 'strftime("%Y%m%d", datetime({},"unixepoch", "localtime"))'.format(x)
for p in [
mock.patch("sqlobject.sqlbuilder.func.TO_BASE64",TO_BASE64),
mock.patch("sqlobject.sqlbuilder.func.FROM_UNIXTIME",FROM_UNIXTIME),
]:
p.start()
retrieve('Some')
mock.patch.stopall()
默認情況下, sqlbuilder.func
是一個SQLExpression
,它將其屬性(例如sqlbuilder.func.datetime
)作為常量傳遞給 SQL 后端( sqlbuilder.func
實際上是sqlbuilder.ConstantSpace
的別名)。 請參閱有關SQLExpression
的文檔、 FAQ和func
的代碼。
當您在func
命名空間中模擬一個屬性時,它由 SQLObject 評估並以簡化形式傳遞給后端。 如果你想從模擬函數返回一個字符串文字,你需要告訴 SQLObject 這是一個必須按原樣傳遞給后端的值,未計算。 這樣做的方法是將文字包裝在SQLConstant
中,如下所示:
def FROM_UNIXTIME(x, y):
return sqlbuilder.SQLConstant('strftime("%Y%m%d", datetime({},"unixepoch", "localtime"))'.format(x))
請參閱SQLConstant
。
整個測試腳本現在看起來像這樣
#! /usr/bin/env python3.7
from sqlobject import *
__connection__ = "sqlite:/:memory:?debug=1&debugOutput=1"
try:
import mock
from mock import MagicMock
except ImportError:
from unittest import mock
from unittest.mock import MagicMock
class Store(SQLObject):
name = StringCol()
sample = BLOBCol()
createdAt = TimestampCol()
Store.createTable()
DATE_FORMAT = "%Y-%m-%d"
def retrieve(name):
query = sqlbuilder.Select([
sqlbuilder.func.TO_BASE64(Store.q.sample),
],
sqlbuilder.AND(
Store.q.name == name,
sqlbuilder.func.FROM_UNIXTIME(Store.q.createdAt, DATE_FORMAT) >= sqlbuilder.func.FROM_UNIXTIME("2018-10-12", DATE_FORMAT)
)
)
connection = Store._connection
query = connection.sqlrepr(query)
queryResult = connection.queryAll(query)
return queryResult
def TO_BASE64(x):
return x
def FROM_UNIXTIME(x, y):
return sqlbuilder.SQLConstant('strftime("%Y%m%d", datetime({},"unixepoch", "localtime"))'.format(x))
for p in [
mock.patch("sqlobject.sqlbuilder.func.TO_BASE64",TO_BASE64),
mock.patch("sqlobject.sqlbuilder.func.FROM_UNIXTIME",FROM_UNIXTIME),
]:
p.start()
retrieve('Some')
mock.patch.stopall()
輸出是:
1/Query : CREATE TABLE store (
id INTEGER PRIMARY KEY AUTOINCREMENT,
name TEXT,
sample TEXT,
created_at TIMESTAMP
)
1/QueryR : CREATE TABLE store (
id INTEGER PRIMARY KEY AUTOINCREMENT,
name TEXT,
sample TEXT,
created_at TIMESTAMP
)
2/QueryAll: SELECT store.sample FROM store WHERE (((store.name) = ('Some')) AND ((strftime("%Y%m%d", datetime(store.created_at,"unixepoch", "localtime"))) >= (strftime("%Y%m%d", datetime(2018-10-12,"unixepoch", "localtime")))))
2/QueryR : SELECT store.sample FROM store WHERE (((store.name) = ('Some')) AND ((strftime("%Y%m%d", datetime(store.created_at,"unixepoch", "localtime"))) >= (strftime("%Y%m%d", datetime(2018-10-12,"unixepoch", "localtime")))))
2/QueryAll-> []
PS。 完全披露:我是 SQLObject 的當前維護者。
正如@phd 指出的那樣,SQLObject 在將表達式以簡化形式傳遞給后端之前對其進行評估。
然后我們也可以直接傳遞SQLObject
將評估的表達式,因此我們也可以執行以下操作,而不是傳遞字符串文字
def FROM_UNIXTIME(x, y):
return sqlbuilder.func.strftime("%Y%m%d", sqlbuilder.func.datetime(x, "unixepoch", "localtime"))
輸出:
SELECT store.sample FROM store WHERE (((store.name) = ('Some')) AND ((strftime("%Y%m%d", datetime(store.created_at,"unixepoch", "localtime"))) >= (strftime("%Y%m%d", datetime(2018-10-12,"unixepoch", "localtime")))))
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