Beefy Boxes and Bandwidth Generously Provided by pair Networks
We don't bite newbies here... much
 
PerlMonks  

comment on

( [id://3333]=superdoc: print w/replies, xml ) Need Help??
I see following algorithm, assuming ~10G file of records of 50-150 bytes, which ordering/length can be somehow dependent:
1. Estimate count of records in result sample: $n = 1000; 2. Estimate count of records in "primar" sample: $p = $n * 100; 3. Generate array of byte positions @pos, uniformly distributed in int +erval [1, length of file], satisfying condition $p == @pos; 4. If it is worth for seeking in the file, sort @pos. 5. my @res; my %res; 6. foreach @pos 6.1 read the record starting behind $_-th byte and remember $start, wh +ich is position of the first byte of the record in the file 6.2 next if exists $res{$start}; 6.3 $res{$start} = 1; 6.4 my $rand = some_uniform_rand()/($start - $_). It is crucial step - + IF ordering of records is somehow dependent on record length, it can + normalize it. Records following longer records have lowered probabil +ity to be inserted into @res. 6.5 if $n < @res insert {weight => $rand, rec => $record} into @res, keeping asc +ending order by weight 6.6 elsif $rand > $rec[0]{weight} shift @rec and insert {weight => $rand, rec => $record} into @r +es, keeping ascending order by weight 7. you have @res
UPDATE: 6.5 if $n > @res

In reply to Re: Random sampling a variable record-length file. by pajout
in thread Random sampling a variable record-length file. by BrowserUk

Title:
Use:  <p> text here (a paragraph) </p>
and:  <code> code here </code>
to format your post; it's "PerlMonks-approved HTML":



  • Are you posting in the right place? Check out Where do I post X? to know for sure.
  • Posts may use any of the Perl Monks Approved HTML tags. Currently these include the following:
    <code> <a> <b> <big> <blockquote> <br /> <dd> <dl> <dt> <em> <font> <h1> <h2> <h3> <h4> <h5> <h6> <hr /> <i> <li> <nbsp> <ol> <p> <small> <strike> <strong> <sub> <sup> <table> <td> <th> <tr> <tt> <u> <ul>
  • Snippets of code should be wrapped in <code> tags not <pre> tags. In fact, <pre> tags should generally be avoided. If they must be used, extreme care should be taken to ensure that their contents do not have long lines (<70 chars), in order to prevent horizontal scrolling (and possible janitor intervention).
  • Want more info? How to link or How to display code and escape characters are good places to start.
Log In?
Username:
Password:

What's my password?
Create A New User
Domain Nodelet?
Chatterbox?
and the web crawler heard nothing...

How do I use this?Last hourOther CB clients
Other Users?
Others perusing the Monastery: (4)
As of 2024-05-30 01:04 GMT
Sections?
Information?
Find Nodes?
Leftovers?
    Voting Booth?

    No recent polls found