import h5py

srchdf = h5py.File("data/stellar_params_catalog_03.h5")
desthdf = h5py.File("sample.h5", "w")
for colName, col in srchdf.items():
	desthdf.create_dataset(colName, data=col[:2000])
desthdf.close()