I have no problem selecting content from a table within an HDF5 Store:
with pandas.HDFStore(data_store) as hdf:
df_reader = hdf.select('my_table_id', chunksize=10000)
How can I get a list of all the tables to select from using pandas?
hdf.keys()
returns a (potentially unordered) list of the keys corresponding to the objects stored in the HDFStore (link)