def log_plotly_chart(self, name, figure, step=None, timestamp=None):
chart = events_processors.plotly_chart(figure=figure)
logged_event = LoggedEventSpec(
name=name,
kind=V1ArtifactKind.CHART,
event=V1Event(timestamp=timestamp, step=step, chart=chart),
)
self._event_logger.add_event(logged_event)
def test_plotly_chart(self):
x1 = np.random.randn(200) - 2
x2 = np.random.randn(200)
x3 = np.random.randn(200) + 2
hist_data = [x1, x2, x3]
group_labels = ["Group 1", "Group 2", "Group 3"]
p = figure_factory.create_distplot(hist_data,
group_labels,
bin_size=[0.1, 0.25, 0.5])
# show the results
event = plotly_chart(p)
assert isinstance(event.figure, dict)
def log_plotly_chart(self, name, figure, step=None, timestamp=None):
"""Logs a plotly chart/figure.
Args:
name: str, name of the figure
figure: plotly.figure
step: int, optional
timestamp: datetime, optional
"""
self._log_has_events()
chart = events_processors.plotly_chart(figure=figure)
logged_event = LoggedEventSpec(
name=name,
kind=V1ArtifactKind.CHART,
event=V1Event.make(timestamp=timestamp, step=step, chart=chart),
)
self._event_logger.add_event(logged_event)