def steps(self):
return [
MRStep(mapper=self.mapper_loader, reducer=self.reducer_loader),
MRStep(mapper_init=self.mapper_init,
mapper=self.mapper,
reducer=self.reducer)
] * 10
def steps(self):
return [
MRStep(mapper = self.get_ngrams,
reducer = self.count_ngrams),
MRStep(reducer = self.tally_counts),
MRStep(mapper = self.funnel,
reducer = self.entropy)]
def steps(self):
return [
MRStep(mapper=self.mapper_pre_process_matrix,
combiner=self.combiner_multi_pairs,
reducer=self.reducer_additive_pairs),
MRStep(reducer=self.reducer_add)
]
def steps(self):
return [
MRStep(mapper=self.mapper_pre_process_customer,
combiner=self.combine_customer_purchases,
reducer=self.reducer_top_10_per_year),
MRStep(reducer=self.reducer_find_top_customers)
]
def steps(self):
return [
MRStep(mapper=self.mapper_get_ratings,
reducer_init=self.reducer_init,
reducer=self.reducer_count_ratings),
MRStep(reducer=self.reducer_find_max)
]
def steps(self):
return [
MRStep(mapper=self.mapper_extract_words,
combiner=self.combiner_words_counts,
reducer=self.reducer_sum_word_counts),
MRStep(reducer=self.reduce_sort_counts)
]
def steps(self):
return [
MRStep(mapper=self.mapper_first_iteration,
reducer=self.reducer_first_iteration),
MRStep(mapper=self.mapper_second_iteration,
reducer=self.reducer_second_iteration)
]
def steps(self):
return [
MRStep(mapper=self.mapper_words,
combiner=self.combiner_words_freq,
reducer=self.reducer_words_freq),
MRStep(reducer=self.reducer_words_prob)
]
def steps(self):
return [
MRStep(mapper_raw=self.mapper_raw,
combiner=self.combiner_mult,
reducer=self.reducer_mult),
MRStep(combiner=self.combiner_sum, reducer=self.reducer_sum)
]
def steps(self):
return [
MRStep(mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer),
MRStep(reducer=self.reducer_find_first_three)
]
def steps(self):
return [
MRStep(mapper=self.mapper_extract_revenue,
combiner=self.combiner_sum_revenue,
reducer=self.reducer_sum_revenue),
MRStep(reducer=self.reducer_most_spent_revenue)
]
def steps(self):
return [
MRStep(mapper=self.mapper_get_cust_amount,
reducer=self.reducer_cust_total),
MRStep(mapper=self.mapper_make_total_key,
reducer=self.reducer_output_sorted_customer_total)
]
def steps(self):
return[
MRStep (mapper = self.mapper1,
reducer = self.reducer1),
MRStep (reducer = self.reducer2),
]
def steps(self):
return [
MRStep(mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer_sum),
MRStep(reducer=self.top_n_reducer)
]
def steps(self):
return [
MRStep(mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer),
MRStep(reducer=self.findmax)
]
def steps(self):
return [MRStep( mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer),
MRStep(mapper=self.mean_dev_mapper,
combiner=self.mean_dev_combiner,
reducer=self.mean_dev_reducer)]
def steps(self):
return [
MRStep(mapper=self.mapper_pre_process_customer,
combiner=self.combine_customer_indicators,
reducer=self.reducer_top_customer_by_indicator),
MRStep(reducer=self.reducer_find_top_product)
]
def steps(self):
return [
MRStep(mapper=self.mapper, reducer=self.reducer),
MRStep(reducer=self.reducer2),
MRStep(reducer=self.reducer3),
MRStep(reducer=self.reducer4)
]
def steps(self):
return [
MRStep(mapper=self.mapper1,
combiner=self.combiner1,
reducer=self.reducer1),
MRStep(mapper=self.mapper2, reducer=self.reducer2)
]
def steps(self):
return [
MRStep(mapper=self.mapper_count,
reducer=self.reducer_sum),
MRStep(mapper=self.mapper_par_start,
reducer=self.reducer_top_five)
]
def steps(self):
return [
MRStep(mapper=self.mapper_get_words,
combiner=self.combiner_count_words,
reducer=self.reducer_count_words),
MRStep(reducer=self.reducer_find_top_words)
]
def steps(self):
return [
MRStep(mapper=self.mapper_get_words,
reducer=self.reducer_count_words),
MRStep(mapper=self.mapper_make_counts_key,
reducer=self.reducer_output_words)
]
def steps(self):
return [MRStep(mapper=self.retrieve_user_groups,
reducer=self.reducer_to_list),
MRStep(mapper=self.retrieve_marg,
reducer=self.reducer_to_list),
MRStep(mapper=self.retrieve_max_user_mapper,
reducer=self.retrieve_max_user_reducer),]
def steps(self):
return [
MRStep(mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer),
MRStep(mapper=self.mapper_get_keys,
reducer=self.reducer_find_most_common_word)
]
def steps(self):
return [
MRStep(mapper_init=self.mapper_init,
mapper=self.mapper,
combiner=self.combiner,
reducer=self.reducer),
MRStep(reducer=self.finalreducer)
]
def steps(self):
return[
MRStep(mapper=self.mapper_count_friends_per_line,
reducer=self.reducer_combine_friends),
MRStep(mapper=self.mapper_prep_for_sort,
mapper_init=self.load_name_dictionary,
reducer=self.reducer_find_max_friends)
]
def steps(self):
steps = [
MRStep(mapper=self.mapper_get_customer_spending,
reducer=self.reducer_aggregate_customer_spending),
MRStep(mapper=self.mapper_total_spending,
reducer=self.reducer_total_spending)
]
return steps
def steps(self):
return [
MRStep(mapper=self.mapper_count_words,
combiner=self.combiner_sum_counts,
reducer=self.reducer_sum_genre_word_count),
MRStep(reducer=self.reducer_sort_count),
MRStep(reducer=self.reducer_most_common_words)
]
def steps(self):
return [
MRStep(mapper = self.get_words,
reducer = self.count_words),
MRStep(mapper = self.funnel,
#combiner = self.top100,
reducer = self.top100),
MRStep(mapper = self.cleaner)]
def steps(self):
return [
MRStep(mapper=self.mapper_get_count,
reducer=self.reducer_total_station),
MRStep(mapper_init=self.mapper_init2,
mapper=self.mapper_join,
reducer=self.reducer_join)
]
