test: import-db: test for external model (#10112)

* test: import-db: test for external model

* close repo
This commit is contained in:
skshetry
2023-11-27 16:13:44 +05:45
committed by GitHub
parent d238350a2d
commit 83dd2b2a7b
2 changed files with 33 additions and 26 deletions
+29 -22
View File
@@ -3,17 +3,14 @@
Any other tests should likely be mocked tests in `test_import_db` rather than here.
"""
import io
import os
import sqlite3
from contextlib import closing
from typing import TYPE_CHECKING
import pytest
from agate import Table
if TYPE_CHECKING:
from agate import Table
from dvc.types import StrPath
dbt_connections = pytest.importorskip(
"dbt.adapters.sql.connections", reason="dbt-core not installed"
@@ -50,15 +47,13 @@ def seed_db(db_path):
def inner(values):
conn.executemany("INSERT INTO model(value) VALUES(?)", [(i,) for i in values])
conn.commit()
with closing(conn.execute("SELECT * FROM model")) as cursor:
return SQLConnectionManager.get_result_from_cursor(cursor, None)
with closing(conn):
yield inner
@pytest.fixture
def dbt_profile(tmp_dir, db_path):
def dbt_profile(tmp_dir, scm, db_path):
(tmp_dir / "profiles.yml").dump(
{
"sqlite_profile": {
@@ -76,27 +71,36 @@ def dbt_profile(tmp_dir, db_path):
}
}
)
scm.add_commit(["profiles.yml"], message="add profiles.yml")
return "sqlite_profile"
@pytest.fixture
def dbt_project(tmp_dir, dbt_profile):
def dbt_project(tmp_dir, scm, dbt_profile):
(tmp_dir / "dbt_project.yml").dump({"name": "project", "profile": dbt_profile})
scm.add_commit(["dbt_project.yml"], message="add dbt_project")
return tmp_dir
@pytest.fixture
def dbt_model(dbt_project):
dbt_project.gen({"models": {"model.sql": "select * from models"}})
dbt_project.scm_gen(
{"models": {"model.sql": "select * from models"}}, commit="add models"
)
return "model"
@pytest.fixture(params=("sql", "model"))
def import_db_parameters(request):
@pytest.fixture(params=("sql", "model", "external_model"))
def import_db_parameters(request: pytest.FixtureRequest):
if request.param == "sql":
profile = request.getfixturevalue("dbt_profile")
return {"sql": "select * from model", "profile": profile}
return {"model": request.getfixturevalue("dbt_model")}
dbt_project = request.getfixturevalue("dbt_project")
return {
"model": request.getfixturevalue("dbt_model"),
"url": None if request.param == "model" else os.fspath(dbt_project),
}
@pytest.fixture
@@ -106,23 +110,26 @@ def file_name(import_db_parameters):
return "results"
def format_output(table: "Table", output_format: str):
output = io.StringIO()
getattr(table, f"to_{output_format}")(output)
return output.getvalue()
def load_table(file: StrPath, typ: str) -> "Table":
return getattr(Table, f"from_{typ}")(file)
@pytest.mark.filterwarnings("ignore::ResourceWarning") # dbt leaks fileobj from logger
@pytest.mark.parametrize("output_format", ("csv", "json"))
def test_e2e(tmp_dir, dvc, seed_db, import_db_parameters, file_name, output_format):
results: "Table" = seed_db(values=range(5))
def test_e2e(
tmp_dir, scm, dvc, seed_db, import_db_parameters, file_name, output_format
):
seed_db(values=range(5))
stage = dvc.imp_db(**import_db_parameters, output_format=output_format)
output_file = tmp_dir / f"{file_name}.{output_format}"
assert output_file.read_text() == format_output(results, output_format)
output = load_table(output_file, output_format)
assert output.rows == [(i + 1, i) for i in range(5)]
results: "Table" = seed_db(values=range(6, 10))
seed_db(values=range(5, 10))
dvc.update(stage.addressing)
assert output_file.read_text() == format_output(results, output_format)
output = load_table(output_file, output_format)
assert output.rows == [(i + 1, i) for i in range(10)]