On 5/4/2011 5:39 PM, Raymond Hettinger wrote:

The 512 bits in h are progressively eaten-up between iterations.  So
each pass yields a different (array index, bit_mask) pair.

Yeh, obvious now that I see it.

It's easy to use the interactive prompt to show that different probes
are produced on each pass:

bf = BloomFilter(num_bits=1000, num_probes=8)
pprint(list(bf.get_probes('Alabama')))
[(19, 1073741824),
  (11, 64),
  (9, 134217728),
  (25, 1024),
  (24, 33554432),
  (6, 16),
  (7, 16777216),
  (22, 1048576)]

Should have tried that.

The 512 bits are uncorrelated -- otherwise sha512 wouldn't be much of
a cryptographic hash ;)

The fifty state example in the recipe is a reasonable demonstration
that the recipe works as advertised.  It successfully finds all fifty
states (the true positives) and it tries 100,000 negatives resulting
in only a handful of false negatives.

I presume you mean 'false positives', as in the program comment and Wikipedia.

The test would be more convincing to many with 100000 other geographic names (hard to come by, I know), or other english names or words or even with longer random strings that matched the lengths of the state names. But an average of 5/100000 false positives in 5 runs is good.

--
Terry Jan Reedy

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