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# This program is copyright 2008-2011 Percona Ireland Ltd.
# Feedback and improvements are welcome.
#
# THIS PROGRAM IS PROVIDED "AS IS" AND WITHOUT ANY EXPRESS OR IMPLIED
# WARRANTIES, INCLUDING, WITHOUT LIMITATION, THE IMPLIED WARRANTIES OF
# MERCHANTIBILITY AND FITNESS FOR A PARTICULAR PURPOSE.
#
# This program is free software; you can redistribute it and/or modify it under
# the terms of the GNU General Public License as published by the Free Software
# Foundation, version 2; OR the Perl Artistic License. On UNIX and similar
# systems, you can issue `man perlgpl' or `man perlartistic' to read these
# licenses.
#
# You should have received a copy of the GNU General Public License along with
# this program; if not, write to the Free Software Foundation, Inc., 59 Temple
# Place, Suite 330, Boston, MA 02111-1307 USA.
# ###########################################################################
# QueryReportFormatter package
# ###########################################################################
{
# Package: QueryReportFormatter
# QueryReportFormatter is used primarily by mk-query-digest to print reports.
# The main sub is print_reports() which prints the various reports for
# mk-query-digest --report-format. Each report is produced in a sub of
# the same name; e.g. --report-format=query_report == sub query_report().
# The given ea (<EventAggregator> object) is expected to be "complete"; i.e.
# fully aggregated and $ea->calculate_statistical_metrics() already called.
# Subreports "profile" and "prepared" require the ReportFormatter module,
# which is also in mk-query-digest.
package QueryReportFormatter;
use Lmo;
use English qw(-no_match_vars);
use POSIX qw(floor);
Transformers->import(qw(
shorten micro_t parse_timestamp unix_timestamp make_checksum percentage_of
crc32
));
use constant PTDEBUG => $ENV{PTDEBUG} || 0;
use constant LINE_LENGTH => 74;
use constant MAX_STRING_LENGTH => 10;
{ local $EVAL_ERROR; eval { require Quoter } };
{ local $EVAL_ERROR; eval { require ReportFormatter } };
# Sub: new
#
# Parameters:
# %args - Required arguments
#
# Required Arguments:
# OptionParser - <OptionParser> object
# QueryRewriter - <QueryRewriter> object
# Quoter - <Quoter> object
#
# Optional arguments:
# QueryReview - <QueryReview> object used in <query_report()>
# dbh - dbh used in <explain_report()>
#
# Returns:
# QueryReportFormatter object
has Quoter => (
is => 'ro',
isa => 'Quoter',
default => sub { Quoter->new() },
);
has label_width => (
is => 'ro',
isa => 'Int',
);
has global_headers => (
is => 'ro',
isa => 'ArrayRef',
default => sub { [qw( total min max avg 95% stddev median)] },
);
has event_headers => (
is => 'ro',
isa => 'ArrayRef',
default => sub { [qw(pct total min max avg 95% stddev median)] },
);
has show_all => (
is => 'ro',
isa => 'HashRef',
default => sub { {} },
);
has ReportFormatter => (
is => 'ro',
isa => 'ReportFormatter',
builder => '_build_report_formatter',
);
sub _build_report_formatter {
return ReportFormatter->new(
line_width => LINE_LENGTH,
extend_right => 1,
);
}
sub BUILDARGS {
my $class = shift;
my $args = $class->SUPER::BUILDARGS(@_);
foreach my $arg ( qw(OptionParser QueryRewriter) ) {
die "I need a $arg argument" unless $args->{$arg};
}
# If ever someone wishes for a wider label width.
my $label_width = $args->{label_width} ||= 12;
PTDEBUG && _d('Label width:', $label_width);
my $o = delete $args->{OptionParser};
my $self = {
%$args,
options => {
shorten => 1024,
report_all => $o->get('report-all'),
report_histogram => $o->get('report-histogram'),
output => $o->got('output') ? $o->get('output') : '',
},
num_format => '# %1$-'.$label_width.'s %2$3s %3$7s %4$7s %5$7s %6$7s %7$7s %8$7s %9$7s',
bool_format => '# %1$-'.$label_width.'s %2$3d%% yes, %3$3d%% no',
string_format => '# %1$-'.$label_width.'s %2$s',
# MySQL 8 doesn't support partitions.
# sub explain_report can handle the error but we need to know if /*!50100 PARTITIONS */
# was used or not, to write the correct report headers
no_partitions => 0,
hidden_attrib => { # Don't sort/print these attribs in the reports.
arg => 1, # They're usually handled specially, or not
fingerprint => 1, # printed at all.
pos_in_log => 1,
ts => 1,
},
};
if (!defined($self->{max_hostname_length})) {
$self->{max_hostname_length} = MAX_STRING_LENGTH;
}
if (!defined($self->{max_line_length})) {
$self->{max_line_length} = LINE_LENGTH;
}
return $self;
}
# Arguments:
# * reports arrayref: reports to print
# * ea obj: EventAggregator
# * worst arrayref: worst items
# * orderby scalar: attrib worst items ordered by
# * groupby scalar: attrib worst items grouped by
# Optional arguments:
# * other arrayref: other items (that didn't make it into top worst)
# * files arrayref: files read for input
# * group hashref: don't add blank line between these reports
# if they appear together
# Prints the given reports (rusage, header (global), query_report, etc.) in
# the given order. These usually come from mk-query-digest --report-format.
# Most of the required args are for header() and query_report().
sub print_reports {
my ( $self, %args ) = @_;
foreach my $arg ( qw(reports ea worst orderby groupby) ) {
die "I need a $arg argument" unless exists $args{$arg};
}
my $reports = $args{reports};
my $group = $args{group};
my $last_report;
foreach my $report ( @$reports ) {
PTDEBUG && _d('Printing', $report, 'report');
my $report_output = $self->$report(%args);
if ( $report_output ) {
print "\n"
if !$last_report || !($group->{$last_report} && $group->{$report});
print $report_output;
}
else {
PTDEBUG && _d('No', $report, 'report');
}
$last_report = $report;
}
return;
}
sub rusage {
my ( $self ) = @_;
my ( $rss, $vsz, $user, $system ) = ( 0, 0, 0, 0 );
my $rusage = '';
eval {
my $mem = `ps -o rss,vsz -p $PID 2>&1`;
( $rss, $vsz ) = $mem =~ m/(\d+)/g;
( $user, $system ) = times();
$rusage = sprintf "# %s user time, %s system time, %s rss, %s vsz\n",
micro_t( $user, p_s => 1, p_ms => 1 ),
micro_t( $system, p_s => 1, p_ms => 1 ),
shorten( ($rss || 0) * 1_024 ),
shorten( ($vsz || 0) * 1_024 );
};
if ( $EVAL_ERROR ) {
PTDEBUG && _d($EVAL_ERROR);
}
return $rusage ? $rusage : "# Could not get rusage\n";
}
sub date {
my ( $self ) = @_;
return "# Current date: " . (scalar localtime) . "\n";
}
sub hostname {
my ( $self ) = @_;
my $hostname = `hostname`;
if ( $hostname ) {
chomp $hostname;
return "# Hostname: $hostname\n";
}
return;
}
sub files {
my ( $self, %args ) = @_;
if ( $args{files} ) {
return "# Files: " . join(', ', map { $_->{name} } @{$args{files}}) . "\n";
}
return;
}
# Arguments:
# * ea obj: EventAggregator
# * orderby scalar: attrib items ordered by
# Optional arguments:
# * select arrayref: attribs to print, mostly for testing
# Print a report about the global statistics in the EventAggregator.
# Formerly called "global_report()."
sub header {
my ( $self, %args ) = @_;
foreach my $arg ( qw(ea orderby) ) {
die "I need a $arg argument" unless defined $args{$arg};
}
my $ea = $args{ea};
my $orderby = $args{orderby};
my $results = $ea->results();
my @result;
# Get global count
my $global_cnt = $results->{globals}->{$orderby}->{cnt} || 0;
# Calculate QPS (queries per second) by looking at the min/max timestamp.
my ($qps, $conc) = (0, 0);
if ( $global_cnt && $results->{globals}->{ts}
&& ($results->{globals}->{ts}->{max} || '')
gt ($results->{globals}->{ts}->{min} || '')
) {
eval {
my $min = parse_timestamp($results->{globals}->{ts}->{min});
my $max = parse_timestamp($results->{globals}->{ts}->{max});
my $diff = unix_timestamp($max) - unix_timestamp($min);
$qps = $global_cnt / ($diff || 1);
$conc = $results->{globals}->{$args{orderby}}->{sum} / $diff;
};
}
# First line
PTDEBUG && _d('global_cnt:', $global_cnt, 'unique:',
scalar keys %{$results->{classes}}, 'qps:', $qps, 'conc:', $conc);
my $line = sprintf(
'# Overall: %s total, %s unique, %s QPS, %sx concurrency ',
shorten($global_cnt, d=>1_000),
shorten(scalar keys %{$results->{classes}}, d=>1_000),
shorten($qps || 0, d=>1_000),
shorten($conc || 0, d=>1_000));
$line .= ('_' x (LINE_LENGTH - length($line) + $self->label_width() - 12));
push @result, $line;
# Second line: time range
if ( my $ts = $results->{globals}->{ts} ) {
my $time_range = $self->format_time_range($ts) || "unknown";
push @result, "# Time range: $time_range";
}
# Third line: rate limiting, if any
if ( $results->{globals}->{rate_limit} ) {
print "# Rate limits apply\n";
}
# Global column headers
push @result, $self->make_global_header();
# Sort the attributes, removing any hidden attributes.
my $attribs = $self->sort_attribs( $ea );
foreach my $type ( qw(num innodb) ) {
# Add "InnoDB:" sub-header before grouped InnoDB_* attributes.
if ( $type eq 'innodb' && @{$attribs->{$type}} ) {
push @result, "# InnoDB:";
};
NUM_ATTRIB:
foreach my $attrib ( @{$attribs->{$type}} ) {
next unless exists $results->{globals}->{$attrib};
my $store = $results->{globals}->{$attrib};
my $metrics = $ea->stats()->{globals}->{$attrib};
my $func = $attrib =~ m/time|wait$/ ? \µ_t : \&shorten;
my @values = (
@{$store}{qw(sum min max)},
$store->{sum} / $store->{cnt},
@{$metrics}{qw(pct_95 stddev median)},
);
@values = map { defined $_ ? $func->($_) : '' } @values;
push @result,
sprintf $self->{num_format},
$self->make_label($attrib), '', @values;
}
}
if ( @{$attribs->{bool}} ) {
push @result, "# Boolean:";
my $printed_bools = 0;
BOOL_ATTRIB:
foreach my $attrib ( @{$attribs->{bool}} ) {
next unless exists $results->{globals}->{$attrib};
my $store = $results->{globals}->{$attrib};
if ( $store->{sum} > 0 ) {
push @result,
sprintf $self->{bool_format},
$self->make_label($attrib), $self->bool_percents($store);
$printed_bools = 1;
}
}
pop @result unless $printed_bools;
}
return join("\n", map { s/\s+$//; $_ } @result) . "\n";
}
sub query_report_values {
my ($self, %args) = @_;
foreach my $arg ( qw(ea worst orderby groupby) ) {
die "I need a $arg argument" unless defined $arg;
}
my $ea = $args{ea};
my $groupby = $args{groupby};
my $worst = $args{worst};
my $q = $self->Quoter;
my $qv = $self->{QueryReview};
my $qr = $self->{QueryRewriter};
my @values;
# Print each worst item: its stats/metrics (sum/min/max/95%/etc.),
# Query_time distro chart, tables, EXPLAIN, fingerprint, etc.
# Items are usually unique queries/fingerprints--depends on how
# the events were grouped.
ITEM:
foreach my $top_event ( @$worst ) {
my $item = $top_event->[0];
my $reason = $args{explain_why} ? $top_event->[1] : '';
my $rank = $top_event->[2];
my $stats = $ea->results->{classes}->{$item};
my $sample = $ea->results->{samples}->{$item};
my $samp_query = ($self->{options}->{output} eq 'secure-slowlog') ? $sample->{fingerprint} || '' : $sample->{arg} || '';
my %item_vals = (
item => $item,
samp_query => $samp_query,
rank => ($rank || 0),
reason => $reason,
);
# ###############################################################
# Possibly skip item for --review.
# ###############################################################
my $review_vals;
if ( $qv ) {
$review_vals = $qv->get_review_info($item);
next ITEM if $review_vals->{reviewed_by} && !$self->{options}->{report_all};
for my $col ( $qv->review_cols() ) {
push @{$item_vals{review_vals}}, [$col, $review_vals->{$col}];
}
}
$item_vals{default_db} = $sample->{db} ? $sample->{db}
: $stats->{db}->{unq} ? keys %{$stats->{db}->{unq}}
: undef;
$item_vals{tables} = [$self->{QueryParser}->extract_tables(
query => $samp_query,
default_db => $item_vals{default_db},
Quoter => $self->Quoter,
)];
if ( $samp_query && ($args{variations} && @{$args{variations}}) ) {
$item_vals{crc} = crc32($samp_query);
}
push @values, \%item_vals;
}
return \@values;
}
# Arguments:
# * ea obj: EventAggregator
# * worst arrayref: worst items
# * orderby scalar: attrib worst items ordered by
# * groupby scalar: attrib worst items grouped by
# Optional arguments:
# * select arrayref: attribs to print, mostly for test
# * explain_why bool: print reason why item is reported
# * print_header bool: "Report grouped by" header
sub query_report {
my ( $self, %args ) = @_;
my $ea = $args{ea};
my $groupby = $args{groupby};
my $report_values = $self->query_report_values(%args);
my $qr = $self->{QueryRewriter};
my $report = '';
if ( $args{print_header} ) {
$report .= "# " . ( '#' x 72 ) . "\n"
. "# Report grouped by $groupby\n"
. '# ' . ( '#' x 72 ) . "\n\n";
}
# Sort the attributes, removing any hidden attributes.
my $attribs = $self->sort_attribs( $ea );
# Print each worst item: its stats/metrics (sum/min/max/95%/etc.),
# Query_time distro chart, tables, EXPLAIN, fingerprint, etc.
# Items are usually unique queries/fingerprints--depends on how
# the events were grouped.
ITEM:
foreach my $vals ( @$report_values ) {
my $item = $vals->{item};
# ###############################################################
# Print the standard query analysis report.
# ###############################################################
$report .= "\n" if $vals->{rank} > 1; # space between each event report
$report .= $self->event_report(
%args,
item => $item,
sample => $ea->results->{samples}->{$item},
rank => $vals->{rank},
reason => $vals->{reason},
attribs => $attribs,
db => $vals->{default_db},
);
if ( $self->{options}->{report_histogram} ) {
$report .= $self->chart_distro(
%args,
attrib => $self->{options}->{report_histogram},
item => $vals->{item},
);
}
if ( $vals->{review_vals} ) {
# Print the review information that is already in the table
# before putting anything new into the table.
$report .= "# Review information\n";
foreach my $elem ( @{$vals->{review_vals}} ) {
my ($col, $val) = @$elem;
if ( !$val || $val ne '0000-00-00 00:00:00' ) { # issue 202
$report .= sprintf "# %13s: %-s\n", $col, ($val ? $val : '');
}
}
}
my $partitions_msg = $self->{no_partitions} ? '' : '/*!50100 PARTITIONS*/';
if ( $groupby eq 'fingerprint' ) {
# Shorten it if necessary (issue 216 and 292).
my $samp_query = $qr->shorten($vals->{samp_query}, $self->{options}->{shorten})
if $self->{options}->{shorten};
# Print query fingerprint.
PTDEBUG && _d("Fingerprint\n# $vals->{item}\n");
# Print tables used by query.
$report .= $self->tables_report($vals->{tables}, \%args);
# Print sample (worst) query's CRC % 1_000. We mod 1_000 because
# that's actually the value stored in the ea, not the full checksum.
# So the report will print something like,
# # arg crc 685 (2/66%), 159 (1/33%)
# Thus we want our "CRC" line to be 685 and not 18547302820.
if ( $vals->{crc} ) {
$report.= "# CRC " . ($vals->{crc} % 1_000) . "\n";
}
my $log_type = $args{log_type} || '';
my $mark = $args{no_v_format} ? '' : '\G';
if ( $item =~ m/^(?:[\(\s]*select|insert|replace)/ ) {
if ( $item =~ m/^(?:insert|replace)/ ) { # No EXPLAIN
$report .= "$samp_query${mark}\n";
}
else {
$report .= "# EXPLAIN $partitions_msg\n$samp_query${mark}\n";
$report .= $self->explain_report($samp_query, $vals->{default_db});
}
}
else {
$report .= "$samp_query${mark}\n";
my $converted = $qr->convert_to_select($samp_query);
if ( $converted
&& $converted =~ m/^[\(\s]*select/i ) {
# It converted OK to a SELECT
$report .= "# Converted for EXPLAIN\n# EXPLAIN $partitions_msg\n$converted${mark}\n";
}
}
}
else {
if ( $groupby eq 'tables' ) {
my ( $db, $tbl ) = $self->Quoter->split_unquote($item);
$report .= $self->tables_report([ [$db, $tbl] ], \%args);
}
$report .= "$item\n";
}
}
return $report;
}
# Arguments:
# * ea obj: EventAggregator
# * item scalar: Item in ea results
# * orderby scalar: attribute that events are ordered by
# Optional arguments:
# * select arrayref: attribs to print, mostly for testing
# * reason scalar: why this item is being reported (top|outlier)
# * rank scalar: item rank among the worst
# Print a report about the statistics in the EventAggregator.
# Called by query_report().
sub event_report_values {
my ($self, %args) = @_;
my $ea = $args{ea};
my $item = $args{item};
my $orderby = $args{orderby};
my $results = $ea->results();
my %vals;
# Return unless the item exists in the results (it should).
my $store = $results->{classes}->{$item};
return unless $store;
# Pick the first attribute to get counts
my $global_cnt = $results->{globals}->{$orderby}->{cnt};
my $class_cnt = $store->{$orderby}->{cnt};
# Calculate QPS (queries per second) by looking at the min/max timestamp.
my ($qps, $conc) = (0, 0);
if ( $global_cnt && $store->{ts}
&& ($store->{ts}->{max} || '')
gt ($store->{ts}->{min} || '')
) {
eval {
my $min = parse_timestamp($store->{ts}->{min});
my $max = parse_timestamp($store->{ts}->{max});
my $diff = unix_timestamp($max) - unix_timestamp($min);
$qps = $class_cnt / $diff;
$conc = $store->{$orderby}->{sum} / $diff;
};
}
$vals{groupby} = $ea->{groupby};
$vals{qps} = $qps || 0;
$vals{concurrency} = $conc || 0;
$vals{checksum} = make_checksum($item);
$vals{pos_in_log} = $results->{samples}->{$item}->{pos_in_log} || 0;
$vals{reason} = $args{reason};
$vals{variance_to_mean} = do {
my $query_time = $ea->metrics(where => $item, attrib => 'Query_time');
$query_time->{stddev}**2 / ($query_time->{avg} || 1)
};
$vals{counts} = {
class_cnt => $class_cnt,
global_cnt => $global_cnt,
};
if ( my $ts = $store->{ts}) {
$vals{time_range} = $self->format_time_range($ts) || "unknown";
}
# Sort the attributes, removing any hidden attributes, if they're not
# already given to us. In mk-query-digest, this sub is called from
# query_report(), but in testing it's called directly. query_report()
# will sort and pass the attribs so they're not for every event.
my $attribs = $args{attribs};
if ( !$attribs ) {
$attribs = $self->sort_attribs( $ea );
}
$vals{attributes} = { map { $_ => [] } qw(num innodb bool string) };
foreach my $type ( qw(num innodb) ) {
# Add "InnoDB:" sub-header before grouped InnoDB_* attributes.
NUM_ATTRIB:
foreach my $attrib ( @{$attribs->{$type}} ) {
next NUM_ATTRIB unless exists $store->{$attrib};
my $vals = $store->{$attrib};
next unless scalar %$vals;
my $pct;
my $func = $attrib =~ m/time|wait$/ ? \µ_t : \&shorten;
my $metrics = $ea->stats()->{classes}->{$item}->{$attrib};
my @values = (
@{$vals}{qw(sum min max)},
$vals->{sum} / $vals->{cnt},
@{$metrics}{qw(pct_95 stddev median)},
);
@values = map { defined $_ ? $func->($_) : '' } @values;
$pct = percentage_of(
$vals->{sum}, $results->{globals}->{$attrib}->{sum});
push @{$vals{attributes}{$type}},
[ $attrib, $pct, @values ];
}
}
if ( @{$attribs->{bool}} ) {
BOOL_ATTRIB:
foreach my $attrib ( @{$attribs->{bool}} ) {
next BOOL_ATTRIB unless exists $store->{$attrib};
my $vals = $store->{$attrib};
next unless scalar %$vals;
if ( $vals->{sum} > 0 ) {
push @{$vals{attributes}{bool}},
[ $attrib, $self->bool_percents($vals) ];
}
}
}
if ( @{$attribs->{string}} ) {
STRING_ATTRIB:
foreach my $attrib ( @{$attribs->{string}} ) {
next STRING_ATTRIB unless exists $store->{$attrib};
my $vals = $store->{$attrib};
next unless scalar %$vals;
push @{$vals{attributes}{string}},
[ $attrib, $vals ];
}
}
return \%vals;
}
# TODO I maybe've broken the groupby report
sub event_report {
my ( $self, %args ) = @_;
foreach my $arg ( qw(ea item orderby) ) {
die "I need a $arg argument" unless defined $args{$arg};
}
my $item = $args{item};
my $val = $self->event_report_values(%args);
my @result;
return "# No such event $item\n" unless $val;
# First line like:
# Query 1: 9 QPS, 0x concurrency, ID 0x7F7D57ACDD8A346E at byte 5 ________
my $line = sprintf(
'# %s %d: %s QPS, %sx concurrency, ID 0x%s at byte %.f ',
($val->{groupby} eq 'fingerprint' ? 'Query' : 'Item'),
$args{rank} || 0,
shorten($val->{qps}, d=>1_000),
shorten($val->{concurrency}, d=>1_000),
$val->{checksum},
$val->{pos_in_log},
);
my $underscores = LINE_LENGTH - length($line) + $self->label_width() - 12;
if ( $underscores < 0 ) {
$underscores = 0;
}
$line .= ('_' x $underscores);
push @result, $line;
# Second line: reason why this class is being reported.
if ( $val->{reason} ) {
push @result,
"# This item is included in the report because it matches "
. ($val->{reason} eq 'top' ? '--limit.' : '--outliers.');
}
# Third line: Variance-to-mean (V/M) ratio, like:
# Scores: V/M = 1.5
push @result,
sprintf("# Scores: V/M = %.2f", $val->{variance_to_mean} );
# Time range
if ( $val->{time_range} ) {
push @result, "# Time range: $val->{time_range}";
}
# Column header line
push @result, $self->make_event_header();
# Count line
push @result,
sprintf $self->{num_format}, 'Count',
percentage_of($val->{counts}{class_cnt}, $val->{counts}{global_cnt}),
$val->{counts}{class_cnt},
map { '' } (1..8);
my $attribs = $val->{attributes};
foreach my $type ( qw(num innodb) ) {
# Add "InnoDB:" sub-header before grouped InnoDB_* attributes.
if ( $type eq 'innodb' && @{$attribs->{$type}} ) {
push @result, "# InnoDB:";
};
NUM_ATTRIB:
foreach my $attrib ( @{$attribs->{$type}} ) {
my ($attrib_name, @vals) = @$attrib;
push @result,
sprintf $self->{num_format},
$self->make_label($attrib_name), @vals;
}
}
if ( @{$attribs->{bool}} ) {
push @result, "# Boolean:";
BOOL_ATTRIB:
foreach my $attrib ( @{$attribs->{bool}} ) {
my ($attrib_name, @vals) = @$attrib;
push @result,
sprintf $self->{bool_format},
$self->make_label($attrib_name), @vals;
}
}
if ( @{$attribs->{string}} ) {
push @result, "# String:";
STRING_ATTRIB:
foreach my $attrib ( @{$attribs->{string}} ) {
my ($attrib_name, $vals) = @$attrib;
push @result,
sprintf $self->{string_format},
$self->make_label($attrib_name),
$self->format_string_list($attrib_name, $vals, $val->{counts}{class_cnt});
}
}
return join("\n", map { s/\s+$//; $_ } @result) . "\n";
}
# Arguments:
# * ea obj: EventAggregator
# * item scalar: item in ea results
# * attrib scalar: item's attribute to chart
# Creates a chart of value distributions in buckets. Right now it bucketizes
# into 8 buckets, powers of ten starting with .000001.
sub chart_distro {
my ( $self, %args ) = @_;
foreach my $arg ( qw(ea item attrib) ) {
die "I need a $arg argument" unless defined $args{$arg};
}
my $ea = $args{ea};
my $item = $args{item};
my $attrib = $args{attrib};
my $results = $ea->results();
my $store = $results->{classes}->{$item}->{$attrib};
my $vals = $store->{all};
return "" unless defined $vals && scalar %$vals;
# TODO: this is broken.
my @buck_tens = $ea->buckets_of(10);
my @distro = map { 0 } (0 .. 7);
# See similar code in EventAggregator::_calc_metrics() or
# http://code.google.com/p/maatkit/issues/detail?id=866
my @buckets = map { 0 } (0..999);
map { $buckets[$_] = $vals->{$_} } keys %$vals;
$vals = \@buckets; # repoint vals from given hashref to our array
map { $distro[$buck_tens[$_]] += $vals->[$_] } (1 .. @$vals - 1);
my $vals_per_mark; # number of vals represented by 1 #-mark
my $max_val = 0;
my $max_disp_width = 64;
my $bar_fmt = "# %5s%s";
my @distro_labels = qw(1us 10us 100us 1ms 10ms 100ms 1s 10s+);
my @results = "# $attrib distribution";
# Find the distro with the most values. This will set
# vals_per_mark and become the bar at max_disp_width.
foreach my $n_vals ( @distro ) {
$max_val = $n_vals if $n_vals > $max_val;
}
$vals_per_mark = $max_val / $max_disp_width;
foreach my $i ( 0 .. $#distro ) {
my $n_vals = $distro[$i];
my $n_marks = $n_vals / ($vals_per_mark || 1);
# Always print at least 1 mark for any bucket that has at least
# 1 value. This skews the graph a tiny bit, but it allows us to
# see all buckets that have values.
$n_marks = 1 if $n_marks < 1 && $n_vals > 0;
my $bar = ($n_marks ? ' ' : '') . '#' x $n_marks;
push @results, sprintf $bar_fmt, $distro_labels[$i], $bar;
}
return join("\n", @results) . "\n";
}
# Profile subreport (issue 381).
# Arguments:
# * ea obj: EventAggregator
# * worst arrayref: worst items
# * groupby scalar: attrib worst items grouped by
# Optional arguments:
# * other arrayref: other items (that didn't make it into top worst)
# * distill_args hashref: extra args for distill()
sub profile {
my ( $self, %args ) = @_;
foreach my $arg ( qw(ea worst groupby) ) {
die "I need a $arg argument" unless defined $arg;
}
my $ea = $args{ea};
my $worst = $args{worst};
my $other = $args{other};
my $groupby = $args{groupby};
my $qr = $self->{QueryRewriter};
# Total response time of all events.
my $results = $ea->results();
my $total_r = $results->{globals}->{Query_time}->{sum} || 0;
my @profiles;
foreach my $top_event ( @$worst ) {
my $item = $top_event->[0];
my $rank = $top_event->[2];
my $stats = $ea->results->{classes}->{$item};
my $sample = $ea->results->{samples}->{$item};
my $samp_query = $sample->{arg} || '';
my $query_time = $ea->metrics(where => $item, attrib => 'Query_time');
my %profile = (
rank => $rank,
r => $stats->{Query_time}->{sum},
cnt => $stats->{Query_time}->{cnt},
sample => $groupby eq 'fingerprint' ?
$qr->distill($samp_query, %{$args{distill_args}}) : $item,
id => $groupby eq 'fingerprint' ? make_checksum($item) : '',
vmr => ($query_time->{stddev}**2) / ($query_time->{avg} || 1),
);
push @profiles, \%profile;
}
my $report = $self->ReportFormatter();
$report->title('Profile');
my @cols = (
{ name => 'Rank', right_justify => 1, },
{ name => 'Query ID', width => 35 },
{ name => 'Response time', right_justify => 1, },
{ name => 'Calls', right_justify => 1, },
{ name => 'R/Call', right_justify => 1, },
{ name => 'V/M', right_justify => 1, width => 5, },
{ name => 'Item', },
);
$report->set_columns(@cols);
foreach my $item ( sort { $a->{rank} <=> $b->{rank} } @profiles ) {
my $rt = sprintf('%10.4f', $item->{r});
my $rtp = sprintf('%4.1f%%', $item->{r} / ($total_r || 1) * 100);
my $rc = sprintf('%8.4f', $item->{r} / $item->{cnt});
my $vmr = sprintf('%4.2f', $item->{vmr});
my @vals = (
$item->{rank},
"0x$item->{id}",
"$rt $rtp",
$item->{cnt},
$rc,
$vmr,
$item->{sample},
);
$report->add_line(@vals);
}
# The last line of the profile is for all the other, non-worst items.
# http://code.google.com/p/maatkit/issues/detail?id=1043
if ( $other && @$other ) {
my $misc = {
r => 0,
cnt => 0,
};
foreach my $other_event ( @$other ) {
my $item = $other_event->[0];
my $stats = $ea->results->{classes}->{$item};
$misc->{r} += $stats->{Query_time}->{sum};
$misc->{cnt} += $stats->{Query_time}->{cnt};
}
my $rt = sprintf('%10.4f', $misc->{r});
my $rtp = sprintf('%4.1f%%', $misc->{r} / ($total_r || 1) * 100);
my $rc = sprintf('%8.4f', $misc->{r} / $misc->{cnt});
$report->add_line(
"MISC",
"0xMISC",
"$rt $rtp",
$misc->{cnt},
$rc,
'0.0', # variance-to-mean ratio is not meaningful here
"<".scalar @$other." ITEMS>",
);
}
return $report->get_report();
}
# Prepared statements subreport (issue 740).
# Arguments:
# * ea obj: EventAggregator
# * worst arrayref: worst items
# * groupby scalar: attrib worst items grouped by
# Optional arguments:
# * distill_args hashref: extra args for distill()
sub prepared {
my ( $self, %args ) = @_;
foreach my $arg ( qw(ea worst groupby) ) {
die "I need a $arg argument" unless defined $arg;
}
my $ea = $args{ea};
my $worst = $args{worst};
my $groupby = $args{groupby};
my $qr = $self->{QueryRewriter};
my @prepared; # prepared statements
my %seen_prepared; # report each PREP-EXEC pair once
my $total_r = 0;
foreach my $top_event ( @$worst ) {
my $item = $top_event->[0];
my $rank = $top_event->[2];
my $stats = $ea->results->{classes}->{$item};
my $sample = $ea->results->{samples}->{$item};
my $samp_query = $sample->{arg} || '';
$total_r += $stats->{Query_time}->{sum};
next unless $stats->{Statement_id} && $item =~ m/^(?:prepare|execute) /;
# Each PREPARE (probably) has some EXECUTE and each EXECUTE (should)
# have some PREPARE. But these are only the top N events so we can get
# here a PREPARE but not its EXECUTE or vice-versa. The prepared
# statements report requires both so this code gets the missing pair
# from the ea stats.
my ($prep_stmt, $prep, $prep_r, $prep_cnt);
my ($exec_stmt, $exec, $exec_r, $exec_cnt);
if ( $item =~ m/^prepare / ) {
$prep_stmt = $item;
($exec_stmt = $item) =~ s/^prepare /execute /;
}
else {
($prep_stmt = $item) =~ s/^execute /prepare /;
$exec_stmt = $item;
}
# Report each PREPARE/EXECUTE pair once.
if ( !$seen_prepared{$prep_stmt}++ ) {
if ( exists $ea->results->{classes}->{$exec_stmt} ) {
$exec = $ea->results->{classes}->{$exec_stmt};
$exec_r = $exec->{Query_time}->{sum};
$exec_cnt = $exec->{Query_time}->{cnt};
}
else {
PTDEBUG && _d('Statement prepared but not executed:', $item);
$exec_r = 0;
$exec_cnt = 0;
}
if ( exists $ea->results->{classes}->{$prep_stmt} ) {
$prep = $ea->results->{classes}->{$prep_stmt};
$prep_r = $prep->{Query_time}->{sum};
$prep_cnt = scalar keys %{$prep->{Statement_id}->{unq}},
}
else {
PTDEBUG && _d('Statement executed but not prepared:', $item);
$prep_r = 0;
$prep_cnt = 0;
}
push @prepared, {
prep_r => $prep_r,
prep_cnt => $prep_cnt,
exec_r => $exec_r,
exec_cnt => $exec_cnt,
rank => $rank,
sample => $groupby eq 'fingerprint'
? $qr->distill($samp_query, %{$args{distill_args}})
: $item,
id => $groupby eq 'fingerprint' ? make_checksum($item)
: '',
};
}
}
# Return unless there are prepared statements to report.
return unless scalar @prepared;
my $report = $self->ReportFormatter();
$report->title('Prepared statements');
$report->set_columns(
{ name => 'Rank', right_justify => 1, },
{ name => 'Query ID', },
{ name => 'PREP', right_justify => 1, },
{ name => 'PREP Response', right_justify => 1, },
{ name => 'EXEC', right_justify => 1, },
{ name => 'EXEC Response', right_justify => 1, },
{ name => 'Item', },
);
foreach my $item ( sort { $a->{rank} <=> $b->{rank} } @prepared ) {
my $exec_rt = sprintf('%10.4f', $item->{exec_r});
my $exec_rtp = sprintf('%4.1f%%',$item->{exec_r}/($total_r || 1) * 100);
my $prep_rt = sprintf('%10.4f', $item->{prep_r});
my $prep_rtp = sprintf('%4.1f%%',$item->{prep_r}/($total_r || 1) * 100);
$report->add_line(
$item->{rank},
"0x$item->{id}",
$item->{prep_cnt} || 0,
"$prep_rt $prep_rtp",
$item->{exec_cnt} || 0,
"$exec_rt $exec_rtp",
$item->{sample},
);
}
return $report->get_report();
}
sub make_global_header {
my ( $self ) = @_;
my @lines;
# First line:
# Attribute total min max avg 95% stddev median
push @lines,
sprintf $self->{num_format}, "Attribute", '', @{$self->global_headers()};
# Underline first line:
# ========= ======= ======= ======= ======= ======= ======= =======
# The numbers 7, 7, 7, etc. are the field widths from make_header().
# Hard-coded values aren't ideal but this code rarely changes.
push @lines,
sprintf $self->{num_format},
(map { "=" x $_ } $self->label_width()),
(map { " " x $_ } qw(3)), # no pct column in global header
(map { "=" x $_ } qw(7 7 7 7 7 7 7));
# End result should be like:
# Attribute total min max avg 95% stddev median
# ========= ======= ======= ======= ======= ======= ======= =======
return @lines;
}
sub make_event_header {
my ( $self ) = @_;
# Event headers are all the same so we just make them once.
return @{$self->{event_header_lines}} if $self->{event_header_lines};
my @lines;
push @lines,
sprintf $self->{num_format}, "Attribute", @{$self->event_headers()};
# The numbers 6, 7, 7, etc. are the field widths from make_header().
# Hard-coded values aren't ideal but this code rarely changes.
push @lines,
sprintf $self->{num_format},
map { "=" x $_ } ($self->label_width(), qw(3 7 7 7 7 7 7 7));
# End result should be like:
# Attribute pct total min max avg 95% stddev median
# ========= ====== ======= ======= ======= ======= ======= ======= =======
$self->{event_header_lines} = \@lines;
return @lines;
}
# Convert attribute names into labels
sub make_label {
my ( $self, $val ) = @_;
return '' unless $val;
$val =~ s/_/ /g;
if ( $val =~ m/^InnoDB/ ) {
$val =~ s/^InnoDB //;
$val = $val eq 'trx id' ? "InnoDB trxID"
: substr($val, 0, $self->label_width());
}
$val = $val eq 'user' ? 'Users'
: $val eq 'db' ? 'Databases'
: $val eq 'Query time' ? 'Exec time'
: $val eq 'host' ? 'Hosts'
: $val eq 'Error no' ? 'Errors'
: $val eq 'bytes' ? 'Query size'
: $val eq 'Tmp disk tables' ? 'Tmp disk tbl'
: $val eq 'Tmp table sizes' ? 'Tmp tbl size'
: substr($val, 0, $self->label_width);
return $val;
}
sub bool_percents {
my ( $self, $vals ) = @_;
# Since the value is either 1 or 0, the sum is the number of
# all true events and the number of false events is the total
# number of events minus those that were true.
my $p_true = percentage_of($vals->{sum}, $vals->{cnt});
my $p_false = percentage_of(($vals->{cnt} - $vals->{sum}), $vals->{cnt});
return $p_true, $p_false;
}
# Does pretty-printing for lists of strings like users, hosts, db.
sub format_string_list {
my ( $self, $attrib, $vals, $class_cnt ) = @_;
# Only class result values have unq. So if unq doesn't exist,
# then we've been given global values.
if ( !exists $vals->{unq} ) {
return ($vals->{cnt});
}
my $show_all = $self->show_all();
my $cnt_for = $vals->{unq};
if ( 1 == keys %$cnt_for ) {
my ($str) = keys %$cnt_for;
# - 30 for label, spacing etc.
$str = substr($str, 0, LINE_LENGTH - 30) . '...'
if length $str > LINE_LENGTH - 30;
return $str;
}
my $line = '';
my @top = sort { $cnt_for->{$b} <=> $cnt_for->{$a} || $a cmp $b }
keys %$cnt_for;
my $i = 0;
foreach my $str ( @top ) {
my $print_str;
if ( $str =~ m/(?:\d+\.){3}\d+/ ) {
$print_str = $str; # Do not shorten IP addresses.
}
elsif ( $self->{max_hostname_length} > 0 and length $str > $self->{max_hostname_length} ) {
$print_str = substr($str, 0, $self->{max_hostname_length}) . '...';
} else {
$print_str = $str;
}
my $p = percentage_of($cnt_for->{$str}, $class_cnt);
$print_str .= " ($cnt_for->{$str}/$p%)";
my $trim_length = LINE_LENGTH;
if ($self->{max_hostname_length} == 0 or $self->{max_hostname_length} > LINE_LENGTH) {
$trim_length = $self->{max_hostname_length};
}
if ( $self->{max_line_length} > 0 and !$show_all->{$attrib} ) {
last if (length $line) + (length $print_str) > $self->{max_line_length} - 27;
}
$line .= "$print_str, ";
$i++;
}
$line =~ s/, $//;
if ( $i < @top ) {
$line .= "... " . (@top - $i) . " more";
}
return $line;
}
sub sort_attribs {
my ( $self, $ea ) = @_;
my $attribs = $ea->get_attributes();
return unless $attribs && @$attribs;
PTDEBUG && _d("Sorting attribs:", @$attribs);
# Sort order for numeric attribs. Attribs not listed here come after these
# in alphabetical order.
my @num_order = qw(
Query_time
Exec_orig_time
Transmit_time
Lock_time
Rows_sent
Rows_examined
Rows_affected
Rows_read
Bytes_sent
Merge_passes
Tmp_tables
Tmp_disk_tables
Tmp_table_sizes
bytes
);
my $i = 0;
my %num_order = map { $_ => $i++ } @num_order;
my (@num, @innodb, @bool, @string);
ATTRIB:
foreach my $attrib ( @$attribs ) {
next if $self->{hidden_attrib}->{$attrib};
# Default type is string in EventAggregator::make_handler().
my $type = $ea->type_for($attrib) || 'string';
if ( $type eq 'num' ) {
if ( $attrib =~ m/^InnoDB_/ ) {
push @innodb, $attrib;
}
else {
push @num, $attrib;
}
}
elsif ( $type eq 'bool' ) {
push @bool, $attrib;
}
elsif ( $type eq 'string' ) {
push @string, $attrib;
}
else {
PTDEBUG && _d("Unknown attrib type:", $type, "for", $attrib);
}
}
@num = sort { pref_sort($a, $num_order{$a}, $b, $num_order{$b}) } @num;
@innodb = sort { uc $a cmp uc $b } @innodb;
@bool = sort { uc $a cmp uc $b } @bool;
@string = sort { uc $a cmp uc $b } @string;
return {
num => \@num,
innodb => \@innodb,
string => \@string,
bool => \@bool,
};
}
sub pref_sort {
my ( $attrib_a, $order_a, $attrib_b, $order_b ) = @_;
# Neither has preferred order so sort by attrib name alphabetically.
if ( !defined $order_a && !defined $order_b ) {
return $attrib_a cmp $attrib_b;
}
# By have a preferred order so sort by their order.
if ( defined $order_a && defined $order_b ) {
return $order_a <=> $order_b;
}
# Only one has a preferred order so sort it first.
if ( !defined $order_a ) {
return 1;
}
else {
return -1;
}
}
# Gets an arrayref of [db, tbl] arrayrefs pairs to print out
sub tables_report {
my ( $self, $tables_ref, $args_ref ) = @_;
return '' unless @$tables_ref;
my $q = $self->Quoter();
my $tables = "";
my $mark = $args_ref->{no_v_format} ? '' : '\G';
foreach my $db_tbl ( @$tables_ref ) {
my ( $db, $tbl ) = @$db_tbl;
$tables .= '# SHOW TABLE STATUS'
. ($db ? " FROM `$db`" : '')
. " LIKE '$tbl'${mark}\n";
$tables .= "# SHOW CREATE TABLE "
. $q->quote(grep { $_ } @$db_tbl)
. "${mark}\n";
}
return $tables ? "# Tables\n$tables" : "# No tables\n";
}
sub explain_report {
my ( $self, $query, $db ) = @_;
return '' unless $query;
my $dbh = $self->{dbh};
my $q = $self->Quoter();
my $qp = $self->{QueryParser};
return '' unless $dbh && $q && $qp;
my $explain = '';
eval {
if ( !$qp->has_derived_table($query) ) {
if ( $db ) {
PTDEBUG && _d($dbh, "USE", $db);
$dbh->do("USE " . $q->quote($db));
}
my $sth;
eval {
$sth = $dbh->prepare("EXPLAIN /*!50100 PARTITIONS*/ $query");
$sth->execute();
};
if ($EVAL_ERROR) { # MySQL 8.0+ doesn't support PARTITIONS
$self->{no_partitions} = 1;
$sth = $dbh->prepare("EXPLAIN $query");
$sth->execute();
}
$sth->execute();
my $i = 1;
while ( my @row = $sth->fetchrow_array() ) {
$explain .= "# *************************** $i. "
. "row ***************************\n";
foreach my $j ( 0 .. $#row ) {
my $value_format = $sth->{NAME}->[$j] eq 'filtered' ? "%.02f" : "%s";
$explain .= sprintf "# %13s: $value_format\n", $sth->{NAME}->[$j],
defined $row[$j] ? $row[$j] : 'NULL';
}
$i++; # next row number
}
}
};
if ( $EVAL_ERROR ) {
PTDEBUG && _d("EXPLAIN failed:", $query, $EVAL_ERROR);
}
return $explain ? $explain : "# EXPLAIN failed: $EVAL_ERROR";
}
sub format_time_range {
my ( $self, $vals ) = @_;
my $min = parse_timestamp($vals->{min} || '');
my $max = parse_timestamp($vals->{max} || '');
if ( $min && $max && $min eq $max ) {
return "all events occurred at $min";
}
# Remove common prefix (day).
my ($min_day) = split(' ', $min) if $min;
my ($max_day) = split(' ', $max) if $max;
if ( ($min_day || '') eq ($max_day || '') ) {
(undef, $max) = split(' ', $max);
}
return $min && $max ? "$min to $max" : '';
}
sub _d {
my ($package, undef, $line) = caller 0;
@_ = map { (my $temp = $_) =~ s/\n/\n# /g; $temp; }
map { defined $_ ? $_ : 'undef' }
@_;
print STDERR "# $package:$line $PID ", join(' ', @_), "\n";
}
no Lmo;
1;
}
# ###########################################################################
# End QueryReportFormatter package
# ###########################################################################
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