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test_utils.py
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import time
from collections.abc import Callable
from typing import Any
import impit
import pytest
from apify_shared.consts import WebhookEventType
from apify_client._utils import (
encode_webhook_list_to_base64,
is_retryable_error,
pluck_data,
retry_with_exp_backoff,
retry_with_exp_backoff_async,
to_safe_id,
)
from apify_client.errors import InvalidResponseBodyError
def test__to_safe_id() -> None:
assert to_safe_id('abc') == 'abc'
assert to_safe_id('abc/def') == 'abc~def'
assert to_safe_id('abc~def') == 'abc~def'
def test_pluck_data() -> None:
# works correctly when data is present
assert pluck_data({'data': {}}) == {}
assert pluck_data({'a': 'b', 'data': {'b': 'c'}}) == {'b': 'c'}
# throws the right error when it is not
with pytest.raises(ValueError, match=r'The "data" property is missing in the response.'):
pluck_data({'a': 'b'})
with pytest.raises(ValueError, match=r'The "data" property is missing in the response.'):
pluck_data(None)
with pytest.raises(ValueError, match=r'The "data" property is missing in the response.'):
pluck_data('{"a": "b"}')
def test__retry_with_exp_backoff() -> None:
attempt_counter = 0
class RetryableError(Exception):
pass
class NonRetryableError(Exception):
pass
def returns_on_fifth_attempt(_stop_retrying: Callable, attempt: int) -> Any:
nonlocal attempt_counter
attempt_counter += 1
if attempt == 5:
return 'SUCCESS'
raise RetryableError
def bails_on_third_attempt(stop_retrying: Callable, attempt: int) -> Any:
nonlocal attempt_counter
attempt_counter += 1
if attempt == 3:
stop_retrying()
raise NonRetryableError
else: # noqa: RET506
raise RetryableError
# Returns the correct result after the correct time (should take 100 + 200 + 400 + 800 = 1500 ms)
start = time.time()
result = retry_with_exp_backoff(
returns_on_fifth_attempt, backoff_base_millis=100, backoff_factor=2, random_factor=0
)
elapsed_time_seconds = time.time() - start
assert result == 'SUCCESS'
assert attempt_counter == 5
assert elapsed_time_seconds > 1.4
assert elapsed_time_seconds < 2.0
# Stops retrying when failed for max_retries times
attempt_counter = 0
with pytest.raises(RetryableError):
retry_with_exp_backoff(returns_on_fifth_attempt, max_retries=3, backoff_base_millis=1)
assert attempt_counter == 4
# Bails when the bail function is called
attempt_counter = 0
with pytest.raises(NonRetryableError):
retry_with_exp_backoff(bails_on_third_attempt, backoff_base_millis=1)
assert attempt_counter == 3
async def test__retry_with_exp_backoff_async() -> None:
attempt_counter = 0
class RetryableError(Exception):
pass
class NonRetryableError(Exception):
pass
async def returns_on_fifth_attempt(_stop_retrying: Callable, attempt: int) -> Any:
nonlocal attempt_counter
attempt_counter += 1
if attempt == 5:
return 'SUCCESS'
raise RetryableError
async def bails_on_third_attempt(stop_retrying: Callable, attempt: int) -> Any:
nonlocal attempt_counter
attempt_counter += 1
if attempt == 3:
stop_retrying()
raise NonRetryableError
else: # noqa: RET506
raise RetryableError
# Returns the correct result after the correct time (should take 100 + 200 + 400 + 800 = 1500 ms)
start = time.time()
result = await retry_with_exp_backoff_async(
returns_on_fifth_attempt, backoff_base_millis=100, backoff_factor=2, random_factor=0
)
elapsed_time_seconds = time.time() - start
assert result == 'SUCCESS'
assert attempt_counter == 5
assert elapsed_time_seconds > 1.4
assert elapsed_time_seconds < 2.0
# Stops retrying when failed for max_retries times
attempt_counter = 0
with pytest.raises(RetryableError):
await retry_with_exp_backoff_async(returns_on_fifth_attempt, max_retries=3, backoff_base_millis=1)
assert attempt_counter == 4
# Bails when the bail function is called
attempt_counter = 0
with pytest.raises(NonRetryableError):
await retry_with_exp_backoff_async(bails_on_third_attempt, backoff_base_millis=1)
assert attempt_counter == 3
def test__encode_webhook_list_to_base64() -> None:
assert encode_webhook_list_to_base64([]) == 'W10='
assert (
encode_webhook_list_to_base64(
[
{
'event_types': [WebhookEventType.ACTOR_RUN_CREATED],
'request_url': 'https://example.com/run-created',
},
{
'event_types': [WebhookEventType.ACTOR_RUN_SUCCEEDED],
'request_url': 'https://example.com/run-succeeded',
'payload_template': '{"hello": "world", "resource":{{resource}}}',
},
]
)
== 'W3siZXZlbnRUeXBlcyI6IFsiQUNUT1IuUlVOLkNSRUFURUQiXSwgInJlcXVlc3RVcmwiOiAiaHR0cHM6Ly9leGFtcGxlLmNvbS9ydW4tY3JlYXRlZCJ9LCB7ImV2ZW50VHlwZXMiOiBbIkFDVE9SLlJVTi5TVUNDRUVERUQiXSwgInJlcXVlc3RVcmwiOiAiaHR0cHM6Ly9leGFtcGxlLmNvbS9ydW4tc3VjY2VlZGVkIiwgInBheWxvYWRUZW1wbGF0ZSI6ICJ7XCJoZWxsb1wiOiBcIndvcmxkXCIsIFwicmVzb3VyY2VcIjp7e3Jlc291cmNlfX19In1d' # noqa: E501
)
@pytest.mark.parametrize(
'exc',
[
InvalidResponseBodyError(impit.Response(status_code=200)),
impit.HTTPError('generic http error'),
impit.NetworkError('network error'),
impit.TimeoutException('timeout'),
impit.RemoteProtocolError('remote protocol error'),
impit.ReadError('read error'),
impit.ConnectError('connect error'),
impit.WriteError('write error'),
impit.DecodingError('decoding error'),
],
)
def test__is_retryable_error(exc: Exception) -> None:
assert is_retryable_error(exc) is True
@pytest.mark.parametrize(
'exc',
[
Exception('generic exception'),
ValueError('value error'),
RuntimeError('runtime error'),
],
)
def test__is_not_retryable_error(exc: Exception) -> None:
assert is_retryable_error(exc) is False