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test_sf_cli.py
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393 lines (316 loc) · 14.6 KB
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from __future__ import annotations
import json
import subprocess
from unittest.mock import MagicMock, patch
import pandas as pd
import pytest
from datacustomcode.io.reader.sf_cli import API_VERSION, SFCLIDataCloudReader
# ---------------------------------------------------------------------------
# Helpers
# ---------------------------------------------------------------------------
def _make_reader(
sf_cli_org: str = "dev1", dataspace: str | None = None
) -> SFCLIDataCloudReader:
spark = MagicMock()
spark.createDataFrame.return_value = MagicMock()
return SFCLIDataCloudReader(spark=spark, sf_cli_org=sf_cli_org, dataspace=dataspace)
def _sf_display_output(
access_token: str = "tok", instance_url: str = "https://example.my.salesforce.com"
) -> str:
return json.dumps(
{
"status": 0,
"result": {"accessToken": access_token, "instanceUrl": instance_url},
}
)
# ---------------------------------------------------------------------------
# __init__
# ---------------------------------------------------------------------------
class TestSFCLIDataCloudReaderInit:
def test_stores_org(self):
reader = _make_reader(sf_cli_org="my-org")
assert reader.sf_cli_org == "my-org"
def test_dataspace_none_becomes_default(self):
reader = _make_reader(dataspace=None)
assert reader.dataspace == "default"
def test_dataspace_string_default_stays_default(self):
reader = _make_reader(dataspace="default")
assert reader.dataspace == "default"
def test_custom_dataspace_preserved(self):
reader = _make_reader(dataspace="myspace")
assert reader.dataspace == "myspace"
# ---------------------------------------------------------------------------
# _get_token
# ---------------------------------------------------------------------------
class TestGetToken:
@pytest.fixture
def reader(self):
return _make_reader()
def _run_result(self, stdout: str) -> MagicMock:
result = MagicMock()
result.stdout = stdout
return result
def test_returns_token_and_instance_url(self, reader):
with patch(
"subprocess.run",
return_value=self._run_result(
_sf_display_output("mytoken", "https://org.salesforce.com")
),
) as mock_run:
token, url = reader._get_token()
assert token == "mytoken"
assert url == "https://org.salesforce.com"
mock_run.assert_called_once_with(
["sf", "org", "display", "--target-org", "dev1", "--json"],
capture_output=True,
text=True,
check=True,
timeout=30,
)
def test_file_not_found_raises_runtime_error(self, reader):
with patch("subprocess.run", side_effect=FileNotFoundError):
with pytest.raises(RuntimeError, match="'sf' command was not found"):
reader._get_token()
def test_timeout_raises_runtime_error(self, reader):
with patch(
"subprocess.run",
side_effect=subprocess.TimeoutExpired(cmd="sf", timeout=30),
):
with pytest.raises(RuntimeError, match="timed out"):
reader._get_token()
def test_called_process_error_raises_runtime_error(self, reader):
exc = subprocess.CalledProcessError(returncode=1, cmd="sf", stderr="auth error")
with patch("subprocess.run", side_effect=exc):
with pytest.raises(RuntimeError, match="failed for org"):
reader._get_token()
def test_called_process_error_includes_stderr(self, reader):
exc = subprocess.CalledProcessError(
returncode=1, cmd="sf", stderr="not authenticated"
)
with patch("subprocess.run", side_effect=exc):
with pytest.raises(RuntimeError, match="not authenticated"):
reader._get_token()
def test_invalid_json_raises_runtime_error(self, reader):
result = MagicMock()
result.stdout = "not valid json{"
with patch("subprocess.run", return_value=result):
with pytest.raises(RuntimeError, match="Failed to parse"):
reader._get_token()
def test_nonzero_status_raises_runtime_error(self, reader):
payload = json.dumps({"status": 1, "message": "something went wrong"})
result = MagicMock()
result.stdout = payload
with patch("subprocess.run", return_value=result):
with pytest.raises(RuntimeError, match="something went wrong"):
reader._get_token()
def test_nonzero_status_without_message_uses_unknown_error(self, reader):
payload = json.dumps({"status": 1})
result = MagicMock()
result.stdout = payload
with patch("subprocess.run", return_value=result):
with pytest.raises(RuntimeError, match="unknown error"):
reader._get_token()
def test_missing_access_token_raises_runtime_error(self, reader):
payload = json.dumps(
{"status": 0, "result": {"instanceUrl": "https://x.salesforce.com"}}
)
result = MagicMock()
result.stdout = payload
with patch("subprocess.run", return_value=result):
with pytest.raises(RuntimeError, match="access token or instance URL"):
reader._get_token()
def test_missing_instance_url_raises_runtime_error(self, reader):
payload = json.dumps({"status": 0, "result": {"accessToken": "tok"}})
result = MagicMock()
result.stdout = payload
with patch("subprocess.run", return_value=result):
with pytest.raises(RuntimeError, match="access token or instance URL"):
reader._get_token()
# ---------------------------------------------------------------------------
# _execute_query
# ---------------------------------------------------------------------------
class TestExecuteQuery:
@pytest.fixture
def reader(self):
return _make_reader()
@pytest.fixture
def mock_token(self, reader):
with patch.object(
reader, "_get_token", return_value=("mytoken", "https://org.salesforce.com")
):
yield
def _mock_response(
self, status_code: int = 200, json_body: dict | None = None, text: str = ""
) -> MagicMock:
response = MagicMock()
response.status_code = status_code
response.text = text
response.json.return_value = json_body or {}
return response
def test_posts_to_correct_url(self, reader, mock_token):
api_response = {"metadata": [{"name": "col"}], "data": [["v"]]}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
) as mock_post:
reader._execute_query("SELECT * FROM foo", 100)
url = mock_post.call_args[0][0]
assert (
url
== f"https://org.salesforce.com/services/data/{API_VERSION}/ssot/query-sql"
)
def test_passes_bearer_token_header(self, reader, mock_token):
api_response = {"metadata": [], "data": []}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
) as mock_post:
reader._execute_query("SELECT * FROM foo", 10)
headers = mock_post.call_args.kwargs["headers"]
assert headers["Authorization"] == "Bearer mytoken"
def test_passes_dataspace_param(self, reader, mock_token):
api_response = {"metadata": [], "data": []}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
) as mock_post:
reader._execute_query("SELECT * FROM foo", 10)
params = mock_post.call_args.kwargs["params"]
assert params["dataspace"] == "default"
def test_appends_limit_to_sql(self, reader, mock_token):
api_response = {"metadata": [], "data": []}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
) as mock_post:
reader._execute_query("SELECT * FROM foo", 42)
body = mock_post.call_args.kwargs["json"]
assert body["sql"] == "SELECT * FROM foo LIMIT 42"
def test_returns_dataframe_with_rows(self, reader, mock_token):
api_response = {
"metadata": [{"name": "id"}, {"name": "name"}],
"data": [[1, "alice"], [2, "bob"]],
}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
):
df = reader._execute_query("SELECT * FROM foo", 100)
assert list(df.columns) == ["id", "name"]
assert len(df) == 2
def test_returns_empty_dataframe_when_no_rows(self, reader, mock_token):
api_response = {"metadata": [{"name": "id"}, {"name": "name"}], "data": []}
with patch(
"requests.post", return_value=self._mock_response(json_body=api_response)
):
df = reader._execute_query("SELECT * FROM foo", 100)
assert list(df.columns) == ["id", "name"]
assert len(df) == 0
def test_http_error_raises_runtime_error(self, reader, mock_token):
with patch(
"requests.post",
return_value=self._mock_response(status_code=401, text="Unauthorized"),
):
with pytest.raises(RuntimeError, match="HTTP 401"):
reader._execute_query("SELECT * FROM foo", 10)
def test_http_error_uses_json_message_when_available(self, reader, mock_token):
error_body = [{"message": "insufficient privileges"}]
response = self._mock_response(status_code=403, text="Forbidden")
response.json.return_value = error_body
with patch("requests.post", return_value=response):
with pytest.raises(RuntimeError, match="insufficient privileges"):
reader._execute_query("SELECT * FROM foo", 10)
def test_http_error_falls_back_to_text_when_json_not_list(self, reader, mock_token):
response = self._mock_response(status_code=500, text="Internal Server Error")
response.json.return_value = {"error": "oops"} # dict, not list
with patch("requests.post", return_value=response):
with pytest.raises(RuntimeError, match="Internal Server Error"):
reader._execute_query("SELECT * FROM foo", 10)
def test_request_exception_raises_runtime_error(self, reader, mock_token):
import requests as req_lib
with patch(
"requests.post", side_effect=req_lib.RequestException("connection refused")
):
with pytest.raises(RuntimeError, match="Data Cloud query request failed"):
reader._execute_query("SELECT * FROM foo", 10)
def test_custom_dataspace_passed_as_param(self):
reader = _make_reader(dataspace="myspace")
with patch.object(
reader, "_get_token", return_value=("tok", "https://org.salesforce.com")
):
api_response = {"metadata": [], "data": []}
with patch(
"requests.post",
return_value=self._mock_response(json_body=api_response),
) as mock_post:
reader._execute_query("SELECT * FROM foo", 10)
params = mock_post.call_args.kwargs["params"]
assert params["dataspace"] == "myspace"
# ---------------------------------------------------------------------------
# read_dlo / read_dmo
# ---------------------------------------------------------------------------
class TestReadDloAndDmo:
@pytest.fixture
def reader(self):
return _make_reader()
@pytest.fixture
def sample_df(self):
"""DataFrame with PascalCase columns, as the REST API metadata returns."""
return pd.DataFrame({"Id__c": [1, 2], "Name__c": ["a", "b"]})
@pytest.mark.parametrize(
"method,obj_name",
[
("read_dlo", "MyDLO__dll"),
("read_dmo", "MyDMO__dlm"),
],
)
def test_executes_select_star_query(self, reader, sample_df, method, obj_name):
with patch.object(
reader, "_execute_query", return_value=sample_df
) as mock_exec:
getattr(reader, method)(obj_name)
mock_exec.assert_called_once_with(f"SELECT * FROM {obj_name}", 1000)
@pytest.mark.parametrize("method", ["read_dlo", "read_dmo"])
def test_custom_row_limit(self, reader, sample_df, method):
with patch.object(
reader, "_execute_query", return_value=sample_df
) as mock_exec:
getattr(reader, method)("SomeObj", row_limit=50)
_, row_limit_arg = mock_exec.call_args[0]
assert row_limit_arg == 50
@pytest.mark.parametrize("method", ["read_dlo", "read_dmo"])
def test_auto_infers_schema_when_none_given(self, reader, sample_df, method):
from pyspark.sql.types import StructType
with patch.object(reader, "_execute_query", return_value=sample_df):
getattr(reader, method)("SomeObj")
_, schema_arg = reader.spark.createDataFrame.call_args[0]
assert isinstance(schema_arg, StructType)
@pytest.mark.parametrize("method", ["read_dlo", "read_dmo"])
def test_auto_infers_schema_lowercases_pascal_case_columns(
self, reader, sample_df, method
):
"""Schema is lowercased so local results match Data Cloud column names."""
with patch.object(reader, "_execute_query", return_value=sample_df):
getattr(reader, method)("SomeObj")
_, schema_arg = reader.spark.createDataFrame.call_args[0]
assert all(f.name == f.name.lower() for f in schema_arg.fields)
@pytest.mark.parametrize("method", ["read_dlo", "read_dmo"])
def test_uses_provided_schema(self, reader, sample_df, method):
from pyspark.sql.types import (
LongType,
StringType,
StructField,
StructType,
)
custom_schema = StructType(
[
StructField("id", LongType(), True),
StructField("name", StringType(), True),
]
)
with patch.object(reader, "_execute_query", return_value=sample_df):
getattr(reader, method)("SomeObj", schema=custom_schema)
_, schema_arg = reader.spark.createDataFrame.call_args[0]
assert schema_arg is custom_schema
@pytest.mark.parametrize("method", ["read_dlo", "read_dmo"])
def test_returns_spark_dataframe(self, reader, sample_df, method):
expected = MagicMock()
reader.spark.createDataFrame.return_value = expected
with patch.object(reader, "_execute_query", return_value=sample_df):
result = getattr(reader, method)("SomeObj")
assert result is expected