NAME
log-defer-viz - command-line utility for rendering log messages created
by Log::Defer
DESCRIPTION
Log::Defer is a module that creates structured logs. The Log::Defer
documentation explains structured logging and its benefits over ad-hoc
logging.
This module installs a command-line script that parses structured logs
created by Log::Defer and displays them in a readable manner.
INSTALLATION
The fastest way to install "log-defer-viz" is with cpanminus:
curl -sL
https://raw.github.com/miyagawa/cpanminus/master/cpanm | sudo perl - Log::Defer::Viz
SWITCHES
INPUT METHODS
$ cat file.log | log-defer-viz
$ log-defer-viz < file.log
$ log-defer-viz file.log
$ log-defer-viz -F file.log # continuously tail file
$ log-defer-viz file.log file2.log
$ log-defer-viz archived.log.gz more_logs.bz2
INPUT FORMAT
$ log-defer-viz --input-format=json ## default is newline separated JSON
$ log-defer-viz --input-format=sereal ## Sereal::Decoder (not impl)
$ log-defer-viz --input-format=messagepack ## Data::MessagePack (not impl)
$ log-defer-viz --input-format=storable ## Storable (not impl)
Note: The only input format currently implemented is newline-separated
JSON.
LOG MESSAGES
$ log-defer-viz ## by default shows error, warn, and info logs
$ log-defer-viz -v ## verbose mode (adds debug logs and more)
$ log-defer-viz --debug ## show debug logs
$ log-defer-viz --quiet ## only errors and warnings
$ log-defer-viz --verbosity 25 ## numeric verbosity threshold
$ log-defer-viz --nowarn ## muffle warn logs (so show error and info)
$ log-defer-viz --nologs ## don't show log section
$ log-defer-viz --nocolour ## turn off terminal colours
$ log-defer-viz --preserve-newlines # don't indent multi-line log messages
TIMERS
$ log-defer-viz --timer-columns 80 ## width of timer chart
$ log-defer-viz --since-now ## show relative to now times
## like "34 minutes ago"
$ log-defer-viz --notimers ## don't show timer chart
$ log-defer-viz --tz UTC ## show times in UTC, not local
DATA SECTION
Applications can optionally log information in a "data" hash. This
information is mostly designed to be extracted by programs so
"log-defer-viz" doesn't display it by default. Use the "--data" option
to display it anyway, and the "--data-format" option to choose the
format to display it in. The available formats are "pretty-json",
"json", "yaml", and "dumper".
$ log-defer-viz --data ## show data section. default is pretty-json
$ log-defer-viz --data-format=json ## compact, not pretty
$ log-defer-viz --data-format=dumper ## Data::Dumper
$ log-defer-viz --data-only ## only show data
FILTERS, TRANSFORMS, AGGREGATES
As described in detail in their respective sections below, "--grep",
"--map", and "--reduce" allow flexible selection and manipulation of
your log data using arbitrary perl code. In the provided perl code, $_
refers to the log entry as a hash-reference. In "--reduce" there is also
a special $o output variable.
$ log-defer-viz --grep '$_->{data}' ## grep for records that have a data section.
## $_ is the entire Log::Defer entry.
$ log-defer-viz --map '$_->{data}->{username}' ## Extract username from data
$ log-defer-viz --reduce '$o->{ $_->{data}->{ip_addr} }++' ## Count IP addresses
$ log-defer-viz --pass-through ## After grepping, print a valid log-defer stream
COUNT
The count parameter tallies values found in log file. The arguments can
be keys in the data section or arbitrary perl code. Multiple values are
accepted. Note: This feature is mostly obsoleted by the "--reduce"
feature but is kept for backwards compatibility and because it can be
quite convenient.
$ log-defer-viz --data --count ip_address ## display how many log lines for each ip address
$ log-defer-viz --data --count ip_address --count '$_->{data}->{login_info}->{username}'
MISCELLANEOUS
$ log-defer-viz --help ## the text you are reading now
$ log-defer-viz --sort-time ## sort by start time
GREPING
As shown above, there is a "--grep" command-line option. This lets you
filter log messages using arbitrary perl code. If the expression returns
true, the log message is processed and displayed as usual.
Being able to do this easily is an important advantage of structured
logs. With unstructured logs it is often difficult to extract all of the
information related to a request and nothing else.
For example, here is how to grep for all requests that took longer than
500 milliseconds:
$ log-defer-viz --grep '$_->{end} > .5' server.log
Depending on your underlying storage format, it may be meaningful to
grep before passing to "log-defer-viz" (usually for performance
reasons). Currently the only supported storage format is
newline-separated JSON which *is* designed to be pre-grepable. If your
search string appears anywhere in the object, the entire log message
will be displayed:
$ grep 10.9.1.2 app.log | log-defer-viz
The final and most error-prone way to grep Log::Defer logs is to grep
the unstructured output of "log-defer-viz" (not recommended):
$ log-defer-viz app.log | grep 10.9.1.2
In general, "--grep" can be combined with other switches that take
expressions such as "--map" and "--reduce". In these cases, the greping
will occur first.
MAPPING
Similar to "--grep", there is also a "--map" command-line option. If
this option is passed in, the only output is whatever your "--map"
expression returns.
For example, if you are putting the PID into the data section with
"$log->data->{pid} = $$", then you can extract the PID like so:
$ log-defer-viz --map '$_->{data}->{pid}' < app.log
9765
9768
9771
Join together fields with a pipe:
$ log-defer-viz --map 'join "|", $_->{data}{pid}, $_->{start}' < app.log
9765|1362166673.95104
9768|1362168038.85611
9771|1362169482.39561
Make dates readable ("localtime" in scalar context makes a timestamp
readable):
$ log-defer-viz --map 'join "|", $_->{data}{pid}, "".localtime($_->{start})' < app.log
9765|Fri Mar 1 14:37:53 2013
9768|Fri Mar 1 15:00:38 2013
9771|Fri Mar 1 15:24:42 2013
As with "--grep", you have access to any perl functions you might need.
Also, you can combine "--map" and "--grep". The grep filtering will be
applied before the mapping.
For example, here is how to do a "pass-through grep" where the output is
another valid JSON-encoded Log::Defer file:
$ export USER=jimmy
$ log-defer-viz -g "_->{data}{username} eq '$USER'" \
-m "encode_json _" \
< requests.log \
> jimmys-requests.log
Note that the above also demonstrates two shortcut features: First, the
"-g" and "-m" switches are abbreviations for "--grep" and "--map"
respectively. Second, in grep and map expressions the "_" function is an
abbreviation for $_. Although this is one character shorter, the main
reason this exists is so that you can use double-quoted strings without
having to worry about escaping "$" characters from your shell.
Instead of using "-m "encode_json $_"", there is a "--pass-through"
option that is more efficient since it doesn't pointlessly re-encode the
log message.
REDUCING
Unlike "--map" which outputs the same number of values that were input,
and "--grep" that can return any number up to that amount, "--reduce"
returns exactly one value.
While the expression passed in as an argument to "--reduce" is being
evaluated, there is a special variable called $o available. The initial
value of this variable is an empty hash ("{}") and the value stored
there is preserved across all invocations of your reduce expression.
This means it can be used for counters and accumulators and such.
The most straightforward use-case is the simple tally or count. For
example, here is how you could mimic the (somewhat deprecated) "--count"
feature and get the sum totals of the different HTTP status codes
present in the log file:
$ log-defer-viz --reduce '$o->{ $_->{data}->{status_code} }++' \
service.log
{
"200": 10293,
"404": 392,
"304": 3012,
"500": 2
}
Here is how to count how many log entries contain at least one error
message (log level 10 or lower, see Log::Defer):
--reduce '$o->{errors}++ if grep { $_->[1] <= 10 } @{ $_->{logs} }'
As with "--data" and "--count", the default output format is prettified
JSON but you can change that with the "--data-format" option.
SEE ALSO
Log::Defer
Log::Defer::Viz github repo <
https://github.com/hoytech/Log-Defer-Viz>
The "log-defer-viz" is also useful for visualising logs created by
Michael Pucyk's LogDefer Python module
<
https://github.com/mikep/LogDefer> (since it outputs the same format)
AUTHOR
Doug Hoyte, "<
[email protected]>"
CONTRIBUTORS
Matt Phillips, "<
[email protected]>"
Mike P
Mike R
Avianna
Thanks to the above and also to everyone else who has given feedback or
suggestions.
COPYRIGHT & LICENSE
Copyright 2013-2016 Doug Hoyte and contributors.
This module is licensed under the same terms as perl itself.