boinc

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Runtime outliers
Example

You can create a validators in C++. To do so, you must supply three functions:

extern int init_result(RESULT& result, void*& data);

This takes a result, reads its output file(s), parses them into a memory structure, and returns (via the 'data' argument) a pointer to this structure. The return value is:

Zero on success,
ERR_OPENDIR if there was a transient error, e.g. the output file is on a network volume that is not available. The validator will try this result again later.
VAL_RESULT_SUSPICIOUS if an initial consistency check of the result indicates no error but that it should be compared with a second result to make sure contents are valid. In the meantime this result is marked as inconclusive and the validator will try this again later when a second result is ready. Only useful when using Adaptive Replication.
VAL_RESULT_LONG_TERM_FAIL if the files returned indicate that the host has a long term problem with the app version used and it is very unlikely that it returns a valid result. The validator limits the max number of jobs for this app version and host to 1 in order to limit failed results when run with the --check_punitive option. Note: The validator scans all results of a workunit each time it tries to validate a workunit and limits the host every time it encounters a result that returns VAL_RESULT_LONG_TERM_FAIL. In essence the validator doesn't mark results it already acted upon using this return value!
Any other return value indicates a permanent error. Example: an output file is missing, or has a syntax error. The result will be marked as invalid.

To locate and open the result's output files, use utility functions such as get_output_file_path() and try_fopen() (see example below).

extern int compare_results(
    RESULT& r1, void* data1, RESULT& r2, void* data2, bool& match
);

This takes two results and their associated memory structures. It returns (via the 'match' argument) true if the two results are equivalent (within the tolerances of the application).

extern int cleanup_result(RESULT& r, void* data);

This frees the structure pointed to by data, if it's non-NULL.

You must link these functions with the files validator.cpp, validate_util.cpp, and validate_util2.cpp. The result is your custom validator.

If for some reason you need to access the WORKUNIT in your init_result() etc. functions:

DB_WORKUNIT wu;
wu.lookup_id(result.workunitid);

Note: You need commit https://github.com/BOINC/boinc/commit/b065526b7eae842997765523f3223138f59f3ab3|b065526 in order to access result.workunit inside e.g. init_result()

Runtime outliers

BOINC's mechanisms for estimating job runtimes are based on the assumption that a job's computation is roughly proportional to its FLOPS estimate (workunit.rsc_fpops_est). If there are exceptions to this (e.g. jobs that exit immediately because of unusual input data) these mechanisms will work better if you label them as such. To do this, set

result.runtime_outlier = true;

in init_result() for these results.

Example

Here's an example for an application whose output file contains an integer and a double. Two results are considered equivalent if the integers are equal and the doubles differ by no more than 0.01.

#include <string>
#include <vector>
#include <math.h>
#include "error_numbers.h"
#include "boinc_db.h"
#include "sched_util.h"
#include "validate_util.h"
using std::string;
using std::vector;

struct DATA {
    int i;
    double x;
};

int init_result(RESULT const & result, void*& data) {
    FILE* f;
    OUTPUT_FILE_INFO fi;
    int i, n, retval;
    double x;

    retval = get_output_file_path(result, fi.path);
    if (retval) return retval;
    retval = try_fopen(fi.path.c_str(), f, "r");
    if (retval) return retval;
    n = fscanf(f, "%d %f", &i, &x);
    fclose(f);
    if (n != 2) return ERR_XML_PARSE;
    DATA* dp = new DATA;
    dp->i = i;
    dp->x = x;
    data = (void*) dp;
    return 0;
}

int compare_results(
    RESULT& r1, void* _data1, RESULT const& r2, void* _data2, bool& match
) {
    DATA* data1 = (DATA*)_data1;
    DATA* data2 = (DATA*)_data2;
    match = true;
    if (data1->i != data2->i) match = false;
    if (fabs(data1->x - data2->x) > 0.01) match = false;
    return 0;
}

int cleanup_result(RESULT const& r, void* data) {
    if (data) delete (DATA*) data;
    return 0;
}

Developed your validators outside the BOINC source tree; a see the Makefile in boinc/sched/Makefile.example.

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