Plots

%config InlineBackend.figure_format='retina'
import logging
from ekorpkit import eKonf

logging.basicConfig(level=logging.WARNING)
print(eKonf.__version__)

0.1.33+20.g8433774.dirty

Load a feature set

cfg = eKonf.compose(config_group="dataset=feature")
cfg.name = "fomc_features_small"
cfg.path.cache.uri = (
    "https://github.com/entelecheia/ekorpkit-book/raw/main/assets/data/fomc_features_small.zip"
)
cfg.data_dir = cfg.path.cached_path
f_small = eKonf.instantiate(cfg)
print(f_small)
f_small.data.tail()

FeatureSet : fomc_features_small

	date	target	prev_decision	GDP_diff_prev	PMI	EMP_diff_prev	RSALES_diff_year	UNEMP_diff_prev	HSALES_diff_year	Inertia_diff	Balanced_diff	split
410	1995-12-19	Cut	0.0	0.850665	45.9	0.122002	1.821768	1.818182	2.786378	0.0	0.0	test
411	2020-03-19	Hold	-1.0	0.469098	50.3	0.247160	2.227724	0.000000	8.150470	0.0	0.0	test
412	2010-10-15	Hold	0.0	0.967705	56.3	-0.049838	5.069603	0.000000	-17.875648	0.0	0.0	test
413	2016-06-15	Hold	0.0	0.589180	51.0	0.028502	0.710158	-5.882353	13.745020	0.0	0.0	test
414	1995-04-28	Hold	0.0	1.145518	52.1	0.179953	1.689996	0.000000	-17.536814	0.0	0.0	test

Lineplot

cfg = eKonf.compose(config_group="visualize/plot=lineplot")
cfg.plot.x = "date"
cfg.plot.y = "PMI"
cfg.figure.figsize = (15, 8)
cfg.ax.title = "PMI"
eKonf.instantiate(cfg, data=f_small.data)