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authorHastarTara <joslinrashleigh@gmail.com>2024-08-28 09:48:45 +0100
committerHastarTara <joslinrashleigh@gmail.com>2024-08-28 09:48:45 +0100
commit2eea1e16a44e2a03a5d4227e0da07abea8fdc121 (patch)
tree37afc6c5d5562ecdb714f553eecd35bae99fdf6b /tests/test_load_lambda.py
parent03787e3aabc5bc516bb7bfcc3831a74681932c36 (diff)
parent9b0f24df880160811b4541b8996c06adeed28245 (diff)
downloadde-project-bentley-2eea1e16a44e2a03a5d4227e0da07abea8fdc121.tar.gz
de-project-bentley-2eea1e16a44e2a03a5d4227e0da07abea8fdc121.zip
Merge branch 'development' of https://github.com/ajschofield/de-project-bentley into development
Diffstat (limited to 'tests/test_load_lambda.py')
-rw-r--r--tests/test_load_lambda.py126
1 files changed, 115 insertions, 11 deletions
diff --git a/tests/test_load_lambda.py b/tests/test_load_lambda.py
index 88c71e4..65106f7 100644
--- a/tests/test_load_lambda.py
+++ b/tests/test_load_lambda.py
@@ -3,22 +3,18 @@ import pyarrow.parquet as pq
from io import BytesIO
from moto import mock_aws
import boto3
+import botocore.exceptions
import os
import pytest
-from src.load_lambda import (
- lambda_handler,
- connect_to_db_and_return_engine,
- get_transform_bucket,
- convert_parquet_files_to_dfs,
- upload_dfs_to_database,
-)
+from src.load_lambda import *
+import tempfile
@pytest.fixture(scope="class")
def aws_credentials():
os.environ["AWS_ACCESS_KEY_ID"] = "testing"
os.environ["AWS_SECRET_ACCESS_KEY"] = "testing"
- os.environ["AWS_SECURIT_TOKEN"] = "testing"
+ os.environ["AWS_SECURITY_TOKEN"] = "testing"
os.environ["AWS_SESSION_TOKEN"] = "testing"
os.environ["AWS_DEFAULT_REGION"] = "eu-west-2"
@@ -29,16 +25,89 @@ def mock_s3_client(aws_credentials):
yield boto3.client("s3")
+@pytest.fixture(scope="class")
+def mock_sm_client(aws_credentials):
+ with mock_aws():
+ yield boto3.client("secretsmanager")
+
+
class TestLambdaHandler:
- pass
+ def test_lambda_handler_returns_200_and_table_name_if_uploaded(self, mocker):
+ mocker.patch(
+ "src.load_lambda.upload_dfs_to_database",
+ return_value={"uploaded": ["table_one", "table_two"], "not_uploaded": []},
+ )
+ result = lambda_handler(None, None)
+ assert result["statusCode"] == 200
+ assert "table_one" in result["body"]
+ assert "table_two" in result["body"]
+
+ def test_lambda_handler_returns_200_and_table_name_if_not_uploaded(self, mocker):
+ mocker.patch(
+ "src.load_lambda.upload_dfs_to_database",
+ return_value={"uploaded": [], "not_uploaded": ["table_one"]},
+ )
+ result = lambda_handler(None, None)
+ assert result["statusCode"] == 200
+ assert "No dataframes were uploaded" in result["body"]
+
+ def test_lambda_handler_returns_error_if_both_lists_empty(self, mocker):
+ mocker.patch(
+ "src.load_lambda.upload_dfs_to_database",
+ return_value={"uploaded": [], "not_uploaded": []},
+ )
+
+ result = lambda_handler(None, None)
+
+ assert result == {"error"}
class TestRetrieveSecrets:
- pass
+ def test_retrieve_secrets_returns_dictionary(self, mock_sm_client):
+ secret = {
+ "cohort_id": "test_cohort_id",
+ "user": "test_user_id",
+ "password": "test_password",
+ "host": "test_host",
+ "database": "test_database",
+ "port": "test_port",
+ }
+
+ secret_name = "test_secret"
+
+ mock_sm_client.create_secret(Name=secret_name, SecretString=json.dumps(secret))
+
+ result = json.loads(retrieve_secrets(mock_sm_client, secret_name))
+
+ assert isinstance(result, dict)
+
+ def test_retrieve_secrets_returns_correct_keys_and_values(self, mock_sm_client):
+ secret_name = "test_secret"
+
+ result = json.loads(retrieve_secrets(mock_sm_client, secret_name))
+
+ assert result["user"] == "test_user_id"
+ assert result["password"] == "test_password"
+
+ def test_retrieve_secrets_returns_client_error_if_no_secret(self, mock_sm_client):
+ secret_name = "another_test_secret"
+
+ with pytest.raises(botocore.exceptions.ClientError) as error:
+ retrieve_secrets(mock_sm_client, secret_name)
class TestConnectToDBAndReturnEngine:
- pass
+ def test_returns_unsuccessful_connection_when_wrong_credentials(self):
+ sm_secret = {
+ "host": "host",
+ "port": "port",
+ "user": "user",
+ "password": "password",
+ "database": "database",
+ }
+
+ with pytest.raises(Exception):
+ connect_to_db_and_return_engine(json.dumps(sm_secret))
class TestGetTransformBucket:
@@ -87,6 +156,41 @@ class TestConvertParquetToDfs:
# result = convert_parquet_files_to_dfs(bucket_name="transform_bucket", client=mock_s3_client)
# assert "dim_staff" in result
+ def test_function_returns_dictionary_with_file_key_and_dataframe(
+ self, mock_s3_client
+ ):
+ with tempfile.TemporaryDirectory() as tmp:
+ d = {
+ "test": ["Hello", "Bye"],
+ "design_id": ["Hello", "Bye"],
+ "design_name": ["Hello", "Bye"],
+ "file_name": ["Hello", "Bye"],
+ "file_location": ["Hello", "Bye"],
+ "Hello": ["Hello", "Bye"],
+ }
+
+ test_df = pd.DataFrame(data=d)
+
+ path = os.path.join(tmp, "test_parquet.parquet")
+
+ test_df.to_parquet(path, engine="pyarrow")
+
+ with open(path, "rb") as p:
+ mock_s3_client.put_object(
+ Bucket="transform_bucket", Key="test_parquet.parquet", Body=p.read()
+ )
+
+ result = convert_parquet_files_to_dfs(
+ bucket_name="transform_bucket", client=mock_s3_client
+ )
+
+ assert "test_parquet.parquet" in result
+
+ pd.testing.assert_frame_equal(result["test_parquet.parquet"], test_df)
+
class TestUploadDfsToDatabase:
+ # Full success test
+ # Partial success test
+ # Failure test
pass
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