MIL-004: Create and export a DataFrame #29

Merged
Tirsvad merged 5 commits from mil-004-create-and-export into main 2026-10-13 09:32:34 +02:00
2 changed files with 120 additions and 0 deletions
Showing only changes of commit 8a059681ac - Show all commits
+52
View File
@@ -0,0 +1,52 @@
"""Tests of the creation and the export of the scores table."""
from pathlib import Path
import pytest
pandas = pytest.importorskip("pandas")
from weather import export # noqa: E402
def test_create_scores_frame_has_the_columns_and_values_of_the_lecture() -> None:
frame = export.create_scores_frame()
assert isinstance(frame, pandas.DataFrame)
assert list(frame.columns) == ["students", "scores"]
assert frame["students"].to_list() == ["Amy", "James", "Angela"]
assert frame["scores"].to_list() == [76, 56, 65]
def test_export_frame_round_trips_through_a_file(tmp_path: Path) -> None:
frame = export.create_scores_frame()
target = tmp_path / "scores.csv"
export.export_frame(frame, target)
assert target.is_file()
read_back = pandas.read_csv(target, index_col=0)
pandas.testing.assert_frame_equal(read_back, frame)
def test_export_frame_accepts_a_string_path(tmp_path: Path) -> None:
target = tmp_path / "as_text.csv"
export.export_frame(export.create_scores_frame(), str(target))
assert target.is_file()
def test_export_frame_default_name_writes_only_new_data_csv_in_the_working_dir(
tmp_path: Path,
) -> None:
# The autouse fixture in conftest.py made tmp_path the working directory.
export.export_frame(export.create_scores_frame())
assert [item.name for item in tmp_path.iterdir()] == ["new_data.csv"]
def test_create_scores_frame_writes_nothing(tmp_path: Path) -> None:
export.create_scores_frame()
assert list(tmp_path.iterdir()) == []
+68
View File
@@ -0,0 +1,68 @@
"""Tests of the command line: the printed results and what is written."""
import sys
from pathlib import Path
import pytest
from weather.__main__ import main
def test_main_without_arguments_prints_the_results_of_the_lectures(
capsys: pytest.CaptureFixture[str],
) -> None:
pytest.importorskip("pandas")
assert main([]) == 0
output = capsys.readouterr().out
assert "17.428" in output
assert "24" in output
assert "Sunny" in output
assert "53.6" in output
assert "Sunday" in output
assert "Angela" in output
def test_main_without_the_flag_writes_no_file(tmp_path: Path) -> None:
pytest.importorskip("pandas")
assert main([]) == 0
assert list(tmp_path.iterdir()) == []
def test_main_with_the_export_flag_writes_the_scores_frame(
tmp_path: Path, capsys: pytest.CaptureFixture[str]
) -> None:
pandas = pytest.importorskip("pandas")
from weather.export import create_scores_frame
target = tmp_path / "out.csv"
assert main(["--export", str(target)]) == 0
assert [item.name for item in tmp_path.iterdir()] == ["out.csv"]
read_back = pandas.read_csv(target, index_col=0)
pandas.testing.assert_frame_equal(read_back, create_scores_frame())
assert str(target) in capsys.readouterr().out
def test_main_reports_the_missing_pandas_extra_and_writes_nothing(
tmp_path: Path,
capsys: pytest.CaptureFixture[str],
monkeypatch: pytest.MonkeyPatch,
) -> None:
# None in sys.modules makes "import pandas" raise ImportError; the modules
# that import it are removed so that they are imported again.
monkeypatch.setitem(sys.modules, "pandas", None)
monkeypatch.delitem(sys.modules, "weather.analysis", raising=False)
monkeypatch.delitem(sys.modules, "weather.export", raising=False)
assert main(["--export", str(tmp_path / "out.csv")]) == 1
captured = capsys.readouterr()
assert 'pip install "weather[pandas]"' in captured.err
assert "Sunny" in captured.out
assert "17.428" not in captured.out
assert list(tmp_path.iterdir()) == []