Probabilistic Streaming Data Sketches

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Documentation for package ‘data.sketches’ version 0.1.0

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

array_of_doubles	Array of Doubles (Tuple) sketch for estimating sums alongside distinct counts
array_of_doubles_difference	Array of Doubles sketch set operations
array_of_doubles_intersection	Array of Doubles sketch set operations
array_of_doubles_set_operations	Array of Doubles sketch set operations
array_of_doubles_union	Array of Doubles sketch set operations
bloom_filter	Bloom filter for approximate set membership
bloom_filter_suggest	Suggest Bloom filter sizing parameters
bloom_filter_suggest_num_filter_bits	Suggest Bloom filter sizing parameters
bloom_filter_suggest_num_hashes	Suggest Bloom filter sizing parameters
count_min	Count-Min sketch for approximate point-frequency estimation
count_min_suggest	Suggest Count-Min sketch parameters
count_min_suggest_num_buckets	Suggest Count-Min sketch parameters
count_min_suggest_num_hashes	Suggest Count-Min sketch parameters
cpc	CPC sketch for approximate distinct counting
ebpps	EBPPS sketch for proportional-to-size sampling
frequent_items	Frequent Items sketch for approximate frequency estimation
hll	HLL sketch for approximate distinct counting
kll_doubles	KLL sketch for approximate quantiles of a numeric stream
kll_floats	KLL sketch for approximate quantiles of a numeric stream stored as floats
req	REQ sketch for relative-error approximate quantiles of a numeric stream
tdigest_double	t-Digest sketch for approximate quantiles of a numeric stream
theta	Theta sketch for approximate distinct counting and set operations
theta_difference	Theta sketch set operations
theta_intersection	Theta sketch set operations
theta_jaccard	Theta sketch set operations
theta_set_operations	Theta sketch set operations
theta_union	Theta sketch set operations
varopt	VarOpt sketch for variance-optimal sampling and subset-sum estimation
varopt_union	Combine two VarOpt sketches