def get_total_stats(datalogger, tsa, keyfunc):
wikitext = ""
wikitext += "---+ Total-Data Statistics\n"
for value_key in tsa.get_value_keys():
wikitext += "---++ %s Total Statistics of %s\n" % (datalogger.tablename, value_key)
wikitext += "This table is a summation of all data for field using %s\n" % "lambda a: sum(a)"
grouped_tsa = tsa.get_group_by_tsa((), group_func=lambda a: sum(a))
tsa_stats = TimeseriesArrayStats(grouped_tsa)
wikitext += get_wiki_dict_table(tsa_stats.get_stats(value_key), keyfunc)
return(wikitext)
def get_ungrouped_stats(datalogger, tsa, keyfunc):
wikitext = ""
wikitext += "---+ Ungrouped-Data Statistics\n"
wikitext += "Here are some statistical breakdowns for every index combination\n"
for value_key in tsa.get_value_keys():
wikitext += "---++ %s Statistics of %s\n" % (datalogger.tablename, value_key)
tsa_stats = TimeseriesArrayStats(tsa)
stat_dict = tsa_stats.get_stats(value_key)
wikitext += get_wiki_dict_table(stat_dict, keyfunc)
return(wikitext)
def get_grouped_stats(datalogger, tsa, keyfunc):
wikitext = ""
wikitext += "---+ Grouped-Data Statistics\n"
wikitext += "These statistics are grouped by some index_key, in sql something like select sum(value_key) from ... group by index_key\n"
for subkey in tsa.get_index_keys():
wikitext += "---++ Grouped by %s\n" % subkey
for value_key in tsa.get_value_keys():
wikitext += "---+++ %s Statistics of %s grouped by %s\n" % (datalogger.tablename, value_key, subkey)
wikitext += "This table is grouped by %s field using %s\n" % (subkey, "lambda a: sum(a)")
grouped_tsa = tsa.get_group_by_tsa((subkey,), group_func=lambda a: sum(a))
tsa_stats = TimeseriesArrayStats(grouped_tsa)
wikitext += get_wiki_dict_table(tsa_stats.get_stats(value_key), keyfunc)
return(wikitext)
