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bec_widgets/tests/unit_tests/test_waveform1d.py

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Python

# pylint: disable=missing-function-docstring, missing-module-docstring, unused-import
from unittest import mock
import numpy as np
import pytest
from bec_widgets.widgets.figure.plots.waveform.waveform_curve import CurveConfig, Signal, SignalData
from .client_mocks import mocked_client
from .test_bec_figure import bec_figure
def test_adding_curve_to_waveform(bec_figure):
w1 = bec_figure.plot()
# adding curve which is in bec - only names
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
assert c1.config.label == "bpm4i-bpm4i"
# adding curve which is in bec - names and entry
c2 = w1.add_curve_scan(x_name="samx", x_entry="samx", y_name="bpm3a", y_entry="bpm3a")
assert c2.config.label == "bpm3a-bpm3a"
# adding curve which is not in bec
with pytest.raises(ValueError) as excinfo:
w1.add_curve_scan(x_name="non_existent_device", y_name="non_existent_device")
assert "Device 'non_existent_device' not found in current BEC session" in str(excinfo.value)
# adding wrong entry for samx
with pytest.raises(ValueError) as excinfo:
w1.add_curve_scan(
x_name="samx", x_entry="non_existent_entry", y_name="bpm3a", y_entry="bpm3a"
)
assert "Entry 'non_existent_entry' not found in device 'samx' signals" in str(excinfo.value)
# adding wrong device with validation switched off
c3 = w1.add_curve_scan(x_name="samx", y_name="non_existent_device", validate_bec=False)
assert c3.config.label == "non_existent_device-non_existent_device"
def test_adding_curve_with_same_id(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i", gui_id="test_curve")
with pytest.raises(ValueError) as excinfo:
w1.add_curve_scan(x_name="samx", y_name="bpm4i", gui_id="test_curve")
assert "Curve with ID 'test_curve' already exists." in str(excinfo.value)
def test_create_waveform1D_by_config(bec_figure):
w1_config_input = {
"widget_class": "BECWaveform",
"gui_id": "widget_1",
"parent_id": "BECFigure_1708689320.788527",
"row": 0,
"col": 0,
"axis": {
"title": "Widget 1",
"title_size": None,
"x_label": None,
"x_label_size": None,
"y_label": None,
"y_label_size": None,
"legend_label_size": None,
"x_scale": "linear",
"y_scale": "linear",
"x_lim": (1, 10),
"y_lim": None,
"x_grid": False,
"y_grid": False,
},
"color_palette": "plasma",
"curves": {
"bpm4i-bpm4i": {
"widget_class": "BECCurve",
"gui_id": "BECCurve_1708689321.226847",
"parent_id": "widget_1",
"label": "bpm4i-bpm4i",
"color": "#cc4778",
"color_map_z": "plasma",
"symbol": "o",
"symbol_color": None,
"symbol_size": 5,
"pen_width": 2,
"pen_style": "dash",
"source": "scan_segment",
"signals": {
"dap": None,
"source": "scan_segment",
"x": {
"name": "samx",
"entry": "samx",
"unit": None,
"modifier": None,
"limits": None,
},
"y": {
"name": "bpm4i",
"entry": "bpm4i",
"unit": None,
"modifier": None,
"limits": None,
},
"z": None,
},
},
"curve-custom": {
"widget_class": "BECCurve",
"gui_id": "BECCurve_1708689321.22867",
"parent_id": "widget_1",
"label": "curve-custom",
"color": "blue",
"color_map_z": "plasma",
"symbol": "o",
"symbol_color": None,
"symbol_size": 5,
"pen_width": 2,
"pen_style": "dashdot",
"source": "custom",
"signals": None,
},
},
}
w1 = bec_figure.plot(config=w1_config_input)
w1_config_output = w1.get_config()
w1_config_input["gui_id"] = w1.gui_id
assert w1_config_input == w1_config_output
assert w1.plot_item.titleLabel.text == "Widget 1"
assert w1.config.axis.title == "Widget 1"
def test_change_gui_id(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
w1.change_gui_id("new_id")
assert w1.config.gui_id == "new_id"
assert c1.config.parent_id == "new_id"
def test_getting_curve(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i", gui_id="test_curve")
c1_expected_config = CurveConfig(
widget_class="BECCurve",
gui_id="test_curve",
parent_id=w1.gui_id,
label="bpm4i-bpm4i",
color="#cc4778",
symbol="o",
symbol_color=None,
symbol_size=5,
pen_width=2,
pen_style="solid",
source="scan_segment",
signals=Signal(
source="scan_segment",
x=SignalData(name="samx", entry="samx", unit=None, modifier=None),
y=SignalData(name="bpm4i", entry="bpm4i", unit=None, modifier=None),
),
)
assert w1.curves[0].config == c1_expected_config
assert w1._curves_data["scan_segment"]["bpm4i-bpm4i"].config == c1_expected_config
assert w1.get_curve(0).config == c1_expected_config
assert w1.get_curve("bpm4i-bpm4i").config == c1_expected_config
assert c1.get_config(False) == c1_expected_config
assert c1.get_config() == c1_expected_config.model_dump()
def test_getting_curve_errors(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i", gui_id="test_curve")
with pytest.raises(ValueError) as excinfo:
w1.get_curve("non_existent_curve")
assert "Curve with ID 'non_existent_curve' not found." in str(excinfo.value)
with pytest.raises(IndexError) as excinfo:
w1.get_curve(1)
assert "list index out of range" in str(excinfo.value)
with pytest.raises(ValueError) as excinfo:
w1.get_curve(1.2)
assert "Identifier must be either an integer (index) or a string (curve_id)." in str(
excinfo.value
)
def test_add_curve(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
assert len(w1.curves) == 1
assert w1._curves_data["scan_segment"] == {"bpm4i-bpm4i": c1}
assert c1.config.label == "bpm4i-bpm4i"
assert c1.config.source == "scan_segment"
def test_change_legend_font_size(bec_figure):
plot = bec_figure.plot()
w1 = plot.add_curve_scan(x_name="samx", y_name="bpm4i")
my_func = plot.plot_item.legend
with mock.patch.object(my_func, "setScale") as mock_set_scale:
plot.set_legend_label_size(18)
assert plot.config.axis.legend_label_size == 18
assert mock_set_scale.call_count == 1
assert mock_set_scale.call_args == mock.call(2)
def test_remove_curve(bec_figure):
w1 = bec_figure.plot()
w1.add_curve_scan(x_name="samx", y_name="bpm4i")
w1.add_curve_scan(x_name="samx", y_name="bpm3a")
w1.remove_curve(0)
w1.remove_curve("bpm3a-bpm3a")
assert len(w1.plot_item.curves) == 0
assert w1._curves_data["scan_segment"] == {}
with pytest.raises(ValueError) as excinfo:
w1.remove_curve(1.2)
assert "Each identifier must be either an integer (index) or a string (curve_id)." in str(
excinfo.value
)
def test_change_curve_appearance_methods(bec_figure, qtbot):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
c1.set_color("#0000ff")
c1.set_symbol("x")
c1.set_symbol_color("#ff0000")
c1.set_symbol_size(10)
c1.set_pen_width(3)
c1.set_pen_style("dashdot")
qtbot.wait(500)
assert c1.config.color == "#0000ff"
assert c1.config.symbol == "x"
assert c1.config.symbol_color == "#ff0000"
assert c1.config.symbol_size == 10
assert c1.config.pen_width == 3
assert c1.config.pen_style == "dashdot"
assert c1.config.source == "scan_segment"
assert c1.config.signals.model_dump() == {
"dap": None,
"source": "scan_segment",
"x": {"name": "samx", "entry": "samx", "unit": None, "modifier": None, "limits": None},
"y": {"name": "bpm4i", "entry": "bpm4i", "unit": None, "modifier": None, "limits": None},
"z": None,
}
def test_change_curve_appearance_args(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
c1.set(
color="#0000ff",
symbol="x",
symbol_color="#ff0000",
symbol_size=10,
pen_width=3,
pen_style="dashdot",
)
assert c1.config.color == "#0000ff"
assert c1.config.symbol == "x"
assert c1.config.symbol_color == "#ff0000"
assert c1.config.symbol_size == 10
assert c1.config.pen_width == 3
assert c1.config.pen_style == "dashdot"
assert c1.config.source == "scan_segment"
assert c1.config.signals.model_dump() == {
"dap": None,
"source": "scan_segment",
"x": {"name": "samx", "entry": "samx", "unit": None, "modifier": None, "limits": None},
"y": {"name": "bpm4i", "entry": "bpm4i", "unit": None, "modifier": None, "limits": None},
"z": None,
}
def test_set_custom_curve_data(bec_figure, qtbot):
w1 = bec_figure.plot()
c1 = w1.add_curve_custom(
x=[1, 2, 3],
y=[4, 5, 6],
label="custom_curve",
color="#0000ff",
symbol="x",
symbol_color="#ff0000",
symbol_size=10,
pen_width=3,
pen_style="dashdot",
)
x_init, y_init = c1.get_data()
assert np.array_equal(x_init, [1, 2, 3])
assert np.array_equal(y_init, [4, 5, 6])
assert c1.config.label == "custom_curve"
assert c1.config.color == "#0000ff"
assert c1.config.symbol == "x"
assert c1.config.symbol_color == "#ff0000"
assert c1.config.symbol_size == 10
assert c1.config.pen_width == 3
assert c1.config.pen_style == "dashdot"
assert c1.config.source == "custom"
assert c1.config.signals == None
c1.set_data(x=[4, 5, 6], y=[7, 8, 9])
x_new, y_new = c1.get_data()
assert np.array_equal(x_new, [4, 5, 6])
assert np.array_equal(y_new, [7, 8, 9])
def test_custom_data_2D_array(bec_figure, qtbot):
data = np.random.rand(10, 2)
plt = bec_figure.plot(data)
x, y = plt.curves[0].get_data()
assert np.array_equal(x, data[:, 0])
assert np.array_equal(y, data[:, 1])
def test_get_all_data(bec_figure):
w1 = bec_figure.plot()
c1 = w1.add_curve_custom(
x=[1, 2, 3],
y=[4, 5, 6],
label="custom_curve-1",
color="#0000ff",
symbol="x",
symbol_color="#ff0000",
symbol_size=10,
pen_width=3,
pen_style="dashdot",
)
c2 = w1.add_curve_custom(
x=[4, 5, 6],
y=[7, 8, 9],
label="custom_curve-2",
color="#00ff00",
symbol="o",
symbol_color="#00ff00",
symbol_size=20,
pen_width=4,
pen_style="dash",
)
all_data = w1.get_all_data()
assert all_data == {
"custom_curve-1": {"x": [1, 2, 3], "y": [4, 5, 6]},
"custom_curve-2": {"x": [4, 5, 6], "y": [7, 8, 9]},
}
def test_curve_add_by_config(bec_figure):
w1 = bec_figure.plot()
c1_config_input = {
"widget_class": "BECCurve",
"gui_id": "BECCurve_1708689321.226847",
"parent_id": "widget_1",
"label": "bpm4i-bpm4i",
"color": "#cc4778",
"color_map_z": "plasma",
"symbol": "o",
"symbol_color": None,
"symbol_size": 5,
"pen_width": 2,
"pen_style": "dash",
"source": "scan_segment",
"signals": {
"dap": None,
"source": "scan_segment",
"x": {"name": "samx", "entry": "samx", "unit": None, "modifier": None, "limits": None},
"y": {
"name": "bpm4i",
"entry": "bpm4i",
"unit": None,
"modifier": None,
"limits": None,
},
"z": None,
},
}
c1 = w1.add_curve_by_config(c1_config_input)
c1_config_dict = c1.get_config()
assert c1_config_dict == c1_config_input
assert c1.config == CurveConfig(**c1_config_input)
assert c1.get_config(False) == CurveConfig(**c1_config_input)
def test_scan_update(bec_figure, qtbot):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
msg_waveform = {
"data": {
"samx": {"samx": {"value": 10}},
"bpm4i": {"bpm4i": {"value": 5}},
"gauss_bpm": {"gauss_bpm": {"value": 6}},
"gauss_adc1": {"gauss_adc1": {"value": 8}},
"gauss_adc2": {"gauss_adc2": {"value": 9}},
},
"scan_id": 1,
}
# Mock scan_storage.find_scan_by_ID
mock_scan_data_waveform = mock.MagicMock()
mock_scan_data_waveform.data = {
device_name: {
entry: mock.MagicMock(val=[msg_waveform["data"][device_name][entry]["value"]])
for entry in msg_waveform["data"][device_name]
}
for device_name in msg_waveform["data"]
}
metadata_waveform = {"scan_name": "line_scan"}
w1.queue.scan_storage.find_scan_by_ID.return_value = mock_scan_data_waveform
w1.on_scan_segment(msg_waveform, metadata_waveform)
qtbot.wait(500)
assert c1.get_data() == ([10], [5])
def test_scan_history_with_val_access(bec_figure, qtbot):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="bpm4i")
mock_scan_data = {
"samx": {"samx": mock.MagicMock(val=np.array([1, 2, 3]))}, # Use mock.MagicMock for .val
"bpm4i": {"bpm4i": mock.MagicMock(val=np.array([4, 5, 6]))}, # Use mock.MagicMock for .val
}
mock_scan_storage = mock.MagicMock()
mock_scan_storage.find_scan_by_ID.return_value = mock.MagicMock(data=mock_scan_data)
w1.queue.scan_storage = mock_scan_storage
fake_scan_id = "fake_scan_id"
w1.scan_history(scan_id=fake_scan_id)
qtbot.wait(500)
x_data, y_data = c1.get_data()
assert np.array_equal(x_data, [1, 2, 3])
assert np.array_equal(y_data, [4, 5, 6])
def test_scatter_2d_update(bec_figure, qtbot):
w1 = bec_figure.plot()
c1 = w1.add_curve_scan(x_name="samx", y_name="samx", z_name="bpm4i")
msg = {
"data": {
"samx": {"samx": {"value": [1, 2, 3]}},
"samy": {"samy": {"value": [4, 5, 6]}},
"bpm4i": {"bpm4i": {"value": [1, 3, 2]}},
},
"scan_id": 1,
}
msg_metadata = {"scan_name": "line_scan"}
mock_scan_data = mock.MagicMock()
mock_scan_data.data = {
device_name: {
entry: mock.MagicMock(val=msg["data"][device_name][entry]["value"])
for entry in msg["data"][device_name]
}
for device_name in msg["data"]
}
w1.queue.scan_storage.find_scan_by_ID.return_value = mock_scan_data
w1.on_scan_segment(msg, msg_metadata)
qtbot.wait(500)
data = c1.get_data()
expected_x_y_data = ([1, 2, 3], [1, 2, 3])
expected_z_colors = w1._make_z_gradient([1, 3, 2], "plasma")
scatter_points = c1.scatter.points()
colors = [point.brush().color() for point in scatter_points]
assert np.array_equal(data, expected_x_y_data)
assert colors == expected_z_colors