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c1796a1 da2e76a c1796a1 da2e76a c1796a1 da2e76a c1796a1 da2e76a c1796a1 e4ade06 844134e da2e76a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 | import pandas as pd
from dialog_emo_demo.plotting import build_emotion_figure, build_slice_figure, smooth_emotions
from dialog_emo_demo.schema import EMOTION_GROUPS
def test_smooth_emotions_uses_trailing_window() -> None:
frame = pd.DataFrame(
{
emotion: [0.0, 0.5, 1.0]
for emotion in EMOTION_GROUPS
}
)
smoothed = smooth_emotions(frame, window=2)
assert smoothed["joy"].tolist() == [0.0, 0.25, 0.75]
def test_build_emotion_figure_has_one_trace_per_group() -> None:
frame = pd.DataFrame(
{
"turn_index": [0, 1],
"timestamp": ["2026-05-20 18:00", "2026-05-20 18:03"],
"sender": ["Аня", "Илья"],
"text": ["Привет", "Привет"],
"joy": [0.2, 0.3],
"warmth": [0.3, 0.2],
"sadness": [0.1, 0.1],
"anger": [0.0, 0.1],
"anxiety": [0.3, 0.2],
"neutral": [0.1, 0.1],
}
)
figure = build_emotion_figure(frame, window=1)
assert len(figure.data) == len(EMOTION_GROUPS)
assert figure.layout.hovermode == "x unified"
low, high = figure.layout.yaxis.range
assert low == 0
assert 0.3 < high <= 1.0
def test_build_area_figure_uses_stacked_traces() -> None:
frame = pd.DataFrame(
{
"turn_index": [0],
"timestamp": ["2026-05-20 18:00"],
"sender": ["Аня"],
"text": ["Привет"],
"joy": [0.2],
"warmth": [0.3],
"sadness": [0.1],
"anger": [0.0],
"anxiety": [0.3],
"neutral": [0.1],
}
)
figure = build_emotion_figure(frame, window=1, graph_mode="Площади")
assert figure.layout.hovermode == "x unified"
assert all(trace.stackgroup == "emotion" for trace in figure.data)
def test_build_slice_figure_has_one_bar_trace() -> None:
frame = pd.DataFrame(
{
"turn_index": [0],
"timestamp": ["2026-05-20 18:00"],
"sender": ["Аня"],
"text": ["Привет"],
"joy": [0.2],
"warmth": [0.3],
"sadness": [0.1],
"anger": [0.0],
"anxiety": [0.3],
"neutral": [0.1],
}
)
figure = build_slice_figure(frame, turn_index=0)
assert len(figure.data) == 1
assert len(figure.data[0].x) == len(EMOTION_GROUPS)
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