A plugin to show lint errors for IW
Project description
flake8-iw
Linters for some common issues we encounter.- flake8-iw
- Building and testing
- Supported lint checks
- IW01: Use of patch
- IW02: Use of patch for time freeze
- IW03: Error logging without exception info (exc_info)
- IW04: Use of datetime.now
- IW05: Use of datetime.replace(tzinfo=XXX)
- IW06: Use of bulk_update/bulk_create without batch_size
- IW07: Use of celery.shared_task, use instawork.decorators.shared_task
- IW08: use of timezone.activate or timezone.deactivate, use with timezone.override instead
- IW09: missing db_constraint=False on foreign key
- IW10: on_delete=DO_NOTHING on foreign key
- IW11: Use of db_index=True
- IW12: Use of unique=True
- IW13: Use of index_together instead of Options.indexes
- IW14: Use of unique_together instead of Options.constraints
Building and testing
Run command to build wheel and tarball.
python3 -m build
twine check --strict dist/*
twine upload dist/*
Run command to test.
pytest
Supported lint checks
IW01: Use of patch
Lint check to prevent the use of patch
directly.
Recommendation: Use PatchingTestCase
/ PatchingTransactionTestCase
instead
Correct ✅
from instawork.tests import PatchingTestCase
class SignUpUpdatedTests(PatchingTestCase):
def setUp(self):
self.mock_call = self.patch("apps.auth.signals.task_send_email.delay")
def test_email(self):
expect(self.mock_call).to(have_been_called_once)
def test_sms(self):
mock_sms = self.patch("apps.auth.signals.task_send_sms.delay")
expect(mock_sms).to(have_been_called_once)
Wrong ⚠️
from unittest.mock import patch
class SignUpUpdatedTests(TestCase):
def setUp(self):
self.patcher = patch("apps.auth.signals.task_send_email.delay")
self.mock_email = self.patcher.start()
def tearDown(self):
self.patcher.stop()
def test_email(self):
...
expect(self.mock_email).to(have_been_called_once)
@patch("apps.auth.signals.task_send_sms.delay")
def test_sms(self, mock_sms):
...
expect(mock_sms).to(have_been_called_once)
IW02: Use of patch for time freeze
Lint check to prevent the use of patch
to freeze time.
Recommendation: Use freeze_time
from PatchingTestCase
/ PatchingTransactionTestCase
or use freeze_time
decorator or context manager from freezegun
package.
Correct ✅
from django.utils import timezone
from instawork.tests import PatchingTestCase
class UserFeatureViewTests(PatchingTestCase):
def setUp(self):
self.now = timezone.now()
def test_feature_view(self):
ufv = None
# Option 1
with freeze_time(self.now):
ufv = UserFeatureView.objects.get_or_create(
user=self.shift.worker, feature=UserFeatureView.FEATURE_1
)
# Option 2
self.freeze_time(self.now)
ufv = UserFeatureView.objects.get_or_create(
user=self.shift.worker, feature=UserFeatureView.FEATURE_1
)
...
expect(ufv.date_created).to(equal(self.now))
Wrong ⚠️
from django.utils import timezone
from instawork.tests import PatchingTestCase
class UserFeatureViewTests(PatchingTestCase):
def setUp(self):
self.now = timezone.now()
self.mock_call = self.patch("django.utils.timezone.now", return_value=self.now)
def test_feature_view(self):
ufv = UserFeatureView.objects.get_or_create(
user=self.shift.worker, feature=UserFeatureView.FEATURE_1
)
...
expect(ufv.date_created).to(equal(self.now))
IW03: Error logging without exception info (exc_info)
Lint check to prevent error logging without exception info.
Recommendation: Add exc_info=True
keyword argument in logger.error()
Correct ✅
import logging
custom_logger = logging.getLogger("module.logger")
class UserFeatureView(Model):
def save(self):
try:
...
except ValueError as e:
custom_logger.error(e, exc_info=True)
return name
Wrong ⚠️
import logging
custom_logger = logging.getLogger("module.logger")
class UserFeatureView(Model):
def save(self):
try:
...
except ValueError as e:
custom_logger.error(e)
return name
IW04: Use of datetime.now
Lint to avoid usage of datetime.now()
which does not contain timezone information and causes various warnings in tests. Use timezone.now()
instead.
Correct ✅
from django.utils import timezone
now = timezone.now()
Wrong ⚠️
from datetime import datetime
now = datetime.now()
IW05: Use of datetime.replace(tzinfo=XXX)
Lint to avoid usage of datetime.replace(tzinfo=XXX)
which is not a viable way of setting timezones with python/pytz.
Correct ✅
import pytz
from django.utils import timezone
tz = pytz.timezone("America/Los_Angeles")
now_pt = timezone.now().astimezone(tz)
Wrong ⚠️
import pytz
from django.utils import timezone
tz = pytz.timezone("America/Los_Angeles")
now_pt = timezone.now().replace(tzinfo=tz)
IW06: Use of bulk_update/bulk_create without batch_size
Lint to avoid usage of Model.objects.bulk_update / Model.objects.bulk_create. Use Model.objects.bulk_update(batch_size=X)
/ Model.objects.bulk_create(batch_size=X)
instead.
Correct ✅
# Bulk update
Model.objects.bulk_update([obj1, obj2, ...], batch_size=10)
# Bulk create
Model.objects.bulk_create([obj1, obj2, ...], batch_size=10)
Wrong ⚠️
# Bulk update
Model.objects.bulk_update([obj1, obj2, ...])
# Bulk create
Model.objects.bulk_create([obj1, obj2, ...])
IW07: Use of celery.shared_task, use instawork.decorators.shared_task
Use our internal decorator instead: instawork.decorators.shared_task
.
Correct ✅
from instawork.decorators import shared_task
@shared_task
def my_task():
pass
Wrong ⚠️
from celery import shared_task
@shared_task
def my_task():
pass
IW08: use of timezone.activate or timezone.deactivate, use with timezone.override instead
Lint to avoid usage of timezone.activate()
and instead use with timezone.override()
. This is to avoid timezone
leakage between different tests and features.
Correct ✅
from django.utils import timezone
with timezone.override(zoneinfo.ZoneInfo(tzname)):
<Rest of the code>
Wrong ⚠️
from django.utils import timezone
timezone.activate(zoneinfo.ZoneInfo(tzname))
<Rest of the code>
timezone.deactivate()
IW09: missing db_constraint=False on foreign key
It's required to pass db_constraint=False when creating a new foreign key relationship. This is to prevent issues with online schema changes that arise due to MySQL's foreign key architecture.
Correct ✅
x = models.ForeignKey(db_constraint=False, on_delete=models.CASCADE)
Wrong ⚠️
x = models.ForeignKey(on_delete=models.CASCADE)
IW10: on_delete=DO_NOTHING on foreign key
It's not advisable to use DO_NOTHING on foreign keys because we have removed foreign key constraints in the database. It's best to have a strategy that deals with deletions that doesn't leave "orphaned" foreign key ids.
Correct ✅
x = models.ForeignKey(db_constraint=False, on_delete=models.CASCADE)
Wrong ⚠️
x = models.ForeignKey(db_constraint=False, on_delete=models.DO_NOTHING)
IW11: Use of db_index=True
Use Options.indexes
to define an index rather than argument on field.
See here
Correct ✅
x = models.CharField()
class Meta:
indexes = [
models.Index(fields=["x"], name="x_idx"),
]
Wrong ⚠️
x = models.CharField(db_index=True)
IW12: Use of unique=True
Use Options.constraints
to define uniqueness rather than argument on field.
See here
and here
Correct ✅
x = models.CharField()
class Meta:
constraints = [
models.UniqueConstraint(fields=["x"], name="unique_x"),
]
Wrong ⚠️
x = models.CharField(unique=True)
IW13: Use of index_together instead of Options.indexes
Use Options.indexes
to define an index rather than argument on field.
See here
Correct ✅
class Meta:
indexes = [
models.Index(fields=["a", "b"], name="a_b_idx"),
]
Wrong ⚠️
class Meta:
index_together = (("a", "b"))
IW14: Use of unique_together instead of Options.constraints
Use Options.constraints
to define uniqueness rather than argument on field.
See here
and here
Correct ✅
class Meta:
constraints = [
models.UniqueConstraint(fields=["a", "b"], name="unique_a_b"),
]
Wrong ⚠️
class Meta:
unique_together = (("a", "b"))
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