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What is Kiji
Kiji is a version of the Ruby Enterprise Edition runtime specifically
improved for execution of large long-running programs, such as servers. The
changes in Kiji are mostly concerned with MRI's garbage collection algorithm,
which used to take a large portion of the execution time. MRI only uses one
heap for all objects. Kiji uses two, named "eden" and "longlife". Longlife
heap stores all AST nodes (parsed representations of the source code) as well
as most constant strings. Longlife is collected much less frequently, allowing
for CPU time savings.
Build instructions
The build instructions provided in Ruby's master README file are perfectly
appropriate for Kiji as well. However, at Twitter we're actually linking it
with [Google's tcmalloc library](
After you install Google Perftools, you can produce the same binary as we
use at Twitter with these commands for configuration:
export CFLAGS='-O2 -g -Wall -fPIC -fno-builtin-malloc \
-fno-builtin-calloc -fno-builtin-realloc -fno-builtin-free \
export LIBS='-ltcmalloc_minimal'
./configure --disable-pthread --disable-shared --disable-ucontext
Environment variables
MRI's memory management could be configured using environment variables. Kiji
preserves this approach, although the set of available variables is different.
Memory sizing variables
* `RUBY_GC_HEAP_SIZE=number` is the size, in object slots, of each heap slab.
Kiji does away with increasing slab sizes, and heap is always allocated in
same increments. One heap object slot is 40 bytes in the current version.
Default value is 32768, or (calculating with a 40 byte slot) 1280KiB.
* `RUBY_GC_EDEN_HEAPS=number` is the target size of the eden heap, in heap
slabs. The runtime starts up with a single allocated heap slab, and whenever
it fills up and is collected, adds a new one until it reaches the target
size. This gradual allocation lessens the memory fragmentation within the
heap slabs. Once it reached the target size, it will never shrink below it.
It will grow above it if it needs to, but those heap slabs allocated above
the target size will be released when they become vacant. Default value is
24, which, if used with default slab size, gives the target eden heap size
of 30MB.
* `RUBY_GC_LONGLIFE_LAZINESS=0..1` is the "laziness" factor used to govern the
allocation strategy of the longlife heap slabs. It is a decimal value
between 0 and 1 denoting a ratio. After a longlife GC, if the proportion of
empty object slots to total object slots is higher than this setting, the
runtime will release vacant heap slabs. Also, if the proportion is higher
than this setting, then the runtime will allocate a new longlife heap slab.
Default value is 0.05, corresponding to 5%.
GC debugging variables
The following settings can be used to produce diagnostic output from the
garbage collector:
* `RUBY_GC_DEBUG=1` turns GC debug log output on.
* `RUBY_GC_DATA_FILE=path/to/file` specifies the file where GC debug output is
written. Defaults to stderr.
Advanced GC debugging variables
There are some advanced GC debugging options too, but in order for them to
work, you must build a debug version of the executable. To do that, pass the
`--enable-gc-debug` flag to `./configure`. With such an executable, in
conjunction with `RUBY_GC_DEBUG=1` you can use the following environment
* `RUBY_GC_DEBUG_SUMMARY=1` will print summary statistics about every GC
and a histograms of types of objects that remained alive and were freed in
the GC log.
* `RUBY_GC_DEBUG_DUMP=1` will write files with detailed allocation
information: what objects and how many of them were allocated at a
particular location in the program (with full backtrace - locations invoked
through different paths are distinguished). The files are overwritten after
each GC cycle. By default, the files are:
* `/tmp/rb_gc_debug_objects.eden.freed.txt`,
* `/tmp/`,
* `/tmp/rb_gc_debug_objects.longlife.freed.txt`, and
* `/tmp/`.
* `RUBY_GC_DUMP_FILE_PATTERN=c-printf-pattern` specifies a C printf()
compliant pattern for naming the allocation tracing files. By default, it is
The output of `RUBY_GC_DEBUG_DUMP` is fairly verbose, but you can easily
post-process it. We ourselves use the following UNIX command line pipe to
summarize the traces, sort them, and take the top few entries:
cat /tmp/ |
awk 'BEGIN {} { sums[$2," ", $3, " ", $4, " ", $5, " ", $6, " ", $7, " ", $8] += $1 } END { for (i in sums) { print sums[i], i } }' |
sort -rni |
head -n 30 |
ruby -e "STDIN.readlines.each {|l| puts l.split}"
GC stressing variables
Finally, there are some variables that force the GC into a very
non-economical, highly-stressing behavior. We used them internally to diagnose
bugs within the memory management (or, alternatively, to reasonably assure
ourselves there are none). You probably will not use them, but they're still
there in the unlikely case you need them (i.e. to reproduce a bug).
These variables also only work in an `--enable-gc-debug` build, but they do
not need `RUBY_GC_DEBUG=1`, as they do not produce diagnostic output.
* `RUBY_GC_DEBUG_LONGLIFE_DISABLE=1` turns off longlife heap, effectively
reestablishing the MRI's single heap. Useful to measure the performance
difference between having and not having a longlife heap, as well as for
ruling out that some undesired behavior is due to using longlife heap.
* `RUBY_GC_DEBUG_STRESS=1` runs full GC (both longlife and eden) after each
allocation. Extremely heavy.
* `RUBY_GC_DEBUG_ALWAYS_MARK=1` marking the eden is allowed to follow edges
into the longlife heap (ordinarily, it stops there). Very obscure and
unlikely to ever be needed by anyone.
New APIs
Kiji exposes few new APIs:
* `ObjectSpace.allocated_objects` is the number of objects allocated since the
Ruby VM started up - it only increases.
Objects have the following two new properties:
* `Object.moved?` is true if an object is on the longlife heap, or if its
members (if it is a hash or array) are strings that have been moved to the
longlife heap.
* `Object.longlived?` is true if the object is on the longlife heap.
Executables built with `--enable-gc-debug` expose the following APIs:
* `GC.exorcise` cleans ghost references from the call stack. Call stack is not
by default wiped when methods return, causing some objects pointed to from
it to be retained longer than they should.
* `GC.stress` returns whether full GCs run after every allocation
* `GC.stress=` sets whether full GCs run after every allocation. Its default
value comes from the `RUBY_GC_DEBUG_STRESS` variable.
* `GC.log(msg)` writes a message to the GC log file.
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