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test_source.py
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test_source.py
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#
# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
#
import pytest
import responses
from airbyte_cdk.models import AirbyteConnectionStatus, AirbyteMessage, ConnectorSpecification, Status, Type
from jsonschema import Draft4Validator
from source_amazon_ads import SourceAmazonAds
from source_amazon_ads.schemas import Profile
from .utils import command_check, url_strip_query
def setup_responses():
responses.add(
responses.POST,
"https://api.amazon.com/auth/o2/token",
json={"access_token": "alala", "expires_in": 10},
)
responses.add(
responses.GET,
"https://advertising-api.amazon.com/v2/profiles",
json=[{"profileId": 111, "timezone": "gtm", "accountInfo": {"marketplaceStringId": "mkt_id_1", "id": "111", "type": "vendor"}}],
)
def ensure_additional_property_is_boolean(root):
for name, prop in root.get("properties", {}).items():
if prop["type"] == "array" and "items" in prop:
ensure_additional_property_is_boolean(prop["items"])
if prop["type"] == "object" and "properties" in prop:
ensure_additional_property_is_boolean(prop)
if "additionalProperties" in root:
assert type(root["additionalProperties"]) == bool, (
f"`additionalProperties` expected to be of 'bool' type. "
f"Got: {type(root['additionalProperties']).__name__}"
)
@responses.activate
def test_discover(config):
setup_responses()
source = SourceAmazonAds()
catalog = source.discover(None, config)
catalog = AirbyteMessage(type=Type.CATALOG, catalog=catalog).dict(exclude_unset=True)
schemas = [stream["json_schema"] for stream in catalog["catalog"]["streams"]]
for schema in schemas:
Draft4Validator.check_schema(schema)
ensure_additional_property_is_boolean(schema)
def test_spec():
source = SourceAmazonAds()
spec = source.spec(None)
assert isinstance(spec, ConnectorSpecification)
@responses.activate
def test_check(config_gen):
setup_responses()
source = SourceAmazonAds()
assert command_check(source, config_gen(start_date=...)) == AirbyteConnectionStatus(status=Status.SUCCEEDED)
assert len(responses.calls) == 2
with pytest.raises(Exception):
command_check(source, config_gen(start_date=""))
assert source.check(None, config_gen(start_date="2022-02-20")) == AirbyteConnectionStatus(status=Status.SUCCEEDED)
assert len(responses.calls) == 4
assert command_check(source, config_gen(start_date="2022-20-02")) == AirbyteConnectionStatus(
status=Status.FAILED, message="'month must be in 1..12'"
)
assert len(responses.calls) == 4
with pytest.raises(Exception):
command_check(source, config_gen(start_date="no date"))
assert command_check(source, config_gen(region=...)) == AirbyteConnectionStatus(status=Status.SUCCEEDED)
assert len(responses.calls) == 6
assert url_strip_query(responses.calls[5].request.url) == "https://advertising-api.amazon.com/v2/profiles"
assert command_check(source, config_gen(look_back_window=...)) == AirbyteConnectionStatus(status=Status.SUCCEEDED)
@responses.activate
def test_source_streams(config):
setup_responses()
source = SourceAmazonAds()
streams = source.streams(config)
assert len(streams) == 28
actual_stream_names = {stream.name for stream in streams}
expected_stream_names = set(
[
"profiles",
"portfolios",
"sponsored_display_campaigns",
"sponsored_product_campaigns",
"sponsored_product_ad_groups",
"sponsored_product_ad_group_suggested_keywords",
"sponsored_product_ad_group_bid_recommendations",
"sponsored_product_keywords",
"sponsored_product_negative_keywords",
"sponsored_product_campaign_negative_keywords",
"sponsored_product_ads",
"sponsored_product_targetings",
"sponsored_products_report_stream",
"sponsored_brands_campaigns",
"sponsored_brands_ad_groups",
"sponsored_brands_keywords",
"sponsored_brands_report_stream",
"attribution_report_performance_adgroup",
"attribution_report_performance_campaign",
"attribution_report_performance_creative",
"attribution_report_products",
"sponsored_display_budget_rules"
]
)
assert not expected_stream_names - actual_stream_names
def test_filter_profiles_exist():
source = SourceAmazonAds()
mock_objs = [
{
"profileId": 111,
"timezone": "gtm",
"accountInfo": {
"marketplaceStringId": "mkt_id_1",
"id": "111",
"type": "vendor"
}
},
{
"profileId": 222,
"timezone": "gtm",
"accountInfo": {
"marketplaceStringId": "mkt_id_2",
"id": "222",
"type": "vendor"
}
},
{
"profileId": 333,
"timezone": "gtm",
"accountInfo": {
"marketplaceStringId": "mkt_id_3",
"id": "333",
"type": "vendor"
}
}
]
mock_profiles = [Profile.parse_obj(profile) for profile in mock_objs]
filtered_profiles = source._choose_profiles({}, mock_profiles)
assert len(filtered_profiles) == 3
filtered_profiles = source._choose_profiles({"profiles": [111]}, mock_profiles)
assert len(filtered_profiles) == 1
assert filtered_profiles[0].profileId == 111
filtered_profiles = source._choose_profiles({"profiles": [111, 333]}, mock_profiles)
assert len(filtered_profiles) == 2
filtered_profiles = source._choose_profiles({"profiles": [444]}, mock_profiles)
assert len(filtered_profiles) == 0
filtered_profiles = source._choose_profiles({"marketplace_ids": ["mkt_id_4"]}, mock_profiles)
assert len(filtered_profiles) == 0
filtered_profiles = source._choose_profiles({"marketplace_ids": ["mkt_id_1"]}, mock_profiles)
assert len(filtered_profiles) == 1
assert filtered_profiles[0].accountInfo.marketplaceStringId == "mkt_id_1"
filtered_profiles = source._choose_profiles({"marketplace_ids": ["mkt_id_1", "mkt_id_3"]}, mock_profiles)
assert len(filtered_profiles) == 2
filtered_profiles = source._choose_profiles({"profiles": [111], "marketplace_ids": ["mkt_id_2"]}, mock_profiles)
assert len(filtered_profiles) == 2
filtered_profiles = source._choose_profiles({"profiles": [111], "marketplace_ids": ["mkt_id_1"]}, mock_profiles)
assert len(filtered_profiles) == 1
assert filtered_profiles[0].profileId == 111