Mini Shell
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<title>Parallel Checkout Design Notes</title>
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</head>
<body class="article">
<div id="header">
<h1>Parallel Checkout Design Notes</h1>
<div class="details">
<span id="revdate"></span>
</div>
</div>
<div id="content">
<div id="preamble">
<div class="sectionbody">
<div class="paragraph">
<p>The "Parallel Checkout" feature attempts to use multiple processes to
parallelize the work of uncompressing the blobs, applying in-core
filters, and writing the resulting contents to the working tree during a
checkout operation. It can be used by all checkout-related commands,
such as <code>clone</code>, <code>checkout</code>, <code>reset</code>, <code>sparse-checkout</code>, and others.</p>
</div>
<div class="paragraph">
<p>These commands share the following basic structure:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>Step 1: Read the current index file into memory.</p>
</li>
<li>
<p>Step 2: Modify the in-memory index based upon the command, and
temporarily mark all cache entries that need to be updated.</p>
</li>
<li>
<p>Step 3: Populate the working tree to match the new candidate index.
This includes iterating over all of the to-be-updated cache entries
and delete, create, or overwrite the associated files in the working
tree.</p>
</li>
<li>
<p>Step 4: Write the new index to disk.</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Step 3 is the focus of the "parallel checkout" effort described here.</p>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_sequential_implementation">Sequential Implementation</h2>
<div class="sectionbody">
<div class="paragraph">
<p>For the purposes of discussion here, the current sequential
implementation of Step 3 is divided in 3 parts, each one implemented in
its own function:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>Step 3a: <code>unpack-trees.c:check_updates()</code> contains a series of
sequential loops iterating over the <code>cache_entry</code>'s array. The main
loop in this function calls the Step 3b function for each of the
to-be-updated entries.</p>
</li>
<li>
<p>Step 3b: <code>entry.c:checkout_entry()</code> examines the existing working tree
for file conflicts, collisions, and unsaved changes. It removes files
and creates leading directories as necessary. It calls the Step 3c
function for each entry to be written.</p>
</li>
<li>
<p>Step 3c: <code>entry.c:write_entry()</code> loads the blob into memory, smudges
it if necessary, creates the file in the working tree, writes the
smudged contents, calls <code>fstat()</code> or <code>lstat()</code>, and updates the
associated <code>cache_entry</code> struct with the stat information gathered.</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>It wouldn’t be safe to perform Step 3b in parallel, as there could be
race conditions between file creations and removals. Instead, the
parallel checkout framework lets the sequential code handle Step 3b,
and uses parallel workers to replace the sequential
<code>entry.c:write_entry()</code> calls from Step 3c.</p>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_rejected_multi_threaded_solution">Rejected Multi-Threaded Solution</h2>
<div class="sectionbody">
<div class="paragraph">
<p>The most "straightforward" implementation would be to spread the set of
to-be-updated cache entries across multiple threads. But due to the
thread-unsafe functions in the object database code, we would have to use locks to
coordinate the parallel operation. An early prototype of this solution
showed that the multi-threaded checkout would bring performance
improvements over the sequential code, but there was still too much lock
contention. A <code>perf</code> profiling indicated that around 20% of the runtime
during a local Linux clone (on an SSD) was spent in locking functions.
For this reason this approach was rejected in favor of using multiple
child processes, which led to better performance.</p>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_multi_process_solution">Multi-Process Solution</h2>
<div class="sectionbody">
<div class="paragraph">
<p>Parallel checkout alters the aforementioned Step 3 to use multiple
<code>checkout--worker</code> background processes to distribute the work. The
long-running worker processes are controlled by the foreground Git
command using the existing run-command API.</p>
</div>
<div class="sect2">
<h3 id="_overview">Overview</h3>
<div class="paragraph">
<p>Step 3b is only slightly altered; for each entry to be checked out, the
main process performs the following steps:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>M1: Check whether there is any untracked or unclean file in the
working tree which would be overwritten by this entry, and decide
whether to proceed (removing the file(s)) or not.</p>
</li>
<li>
<p>M2: Create the leading directories.</p>
</li>
<li>
<p>M3: Load the conversion attributes for the entry’s path.</p>
</li>
<li>
<p>M4: Check, based on the entry’s type and conversion attributes,
whether the entry is eligible for parallel checkout (more on this
later). If it is eligible, enqueue the entry and the loaded
attributes to later write the entry in parallel. If not, write the
entry right away, using the default sequential code.</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Note: we save the conversion attributes associated with each entry
because the workers don’t have access to the main process' index state,
so they can’t load the attributes by themselves (and the attributes are
needed to properly smudge the entry). Additionally, this has a positive
impact on performance as (1) we don’t need to load the attributes twice
and (2) the attributes machinery is optimized to handle paths in
sequential order.</p>
</div>
<div class="paragraph">
<p>After all entries have passed through the above steps, the main process
checks if the number of enqueued entries is sufficient to spread among
the workers. If not, it just writes them sequentially. Otherwise, it
spawns the workers and distributes the queued entries uniformly in
continuous chunks. This aims to minimize the chances of two workers
writing to the same directory simultaneously, which could increase lock
contention in the kernel.</p>
</div>
<div class="paragraph">
<p>Then, for each assigned item, each worker:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>W1: Checks if there is any non-directory file in the leading part of
the entry’s path or if there already exists a file at the entry' path.
If so, mark the entry with <code>PC_ITEM_COLLIDED</code> and skip it (more on
this later).</p>
</li>
<li>
<p>W2: Creates the file (with O_CREAT and O_EXCL).</p>
</li>
<li>
<p>W3: Loads the blob into memory (inflating and delta reconstructing
it).</p>
</li>
<li>
<p>W4: Applies any required in-process filter, like end-of-line
conversion and re-encoding.</p>
</li>
<li>
<p>W5: Writes the result to the file descriptor opened at W2.</p>
</li>
<li>
<p>W6: Calls <code>fstat()</code> or <code>lstat()</code> on the just-written path, and sends
the result back to the main process, together with the end status of
the operation and the item’s identification number.</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Note that, when possible, steps W3 to W5 are delegated to the streaming
machinery, removing the need to keep the entire blob in memory.</p>
</div>
<div class="paragraph">
<p>If the worker fails to read the blob or to write it to the working tree,
it removes the created file to avoid leaving empty files behind. This is
the <strong>only</strong> time a worker is allowed to remove a file.</p>
</div>
<div class="paragraph">
<p>As mentioned earlier, it is the responsibility of the main process to
remove any file that blocks the checkout operation (or abort if the
removal(s) would cause data loss and the user didn’t ask to <code>--force</code>).
This is crucial to avoid race conditions and also to properly detect
path collisions at Step W1.</p>
</div>
<div class="paragraph">
<p>After the workers finish writing the items and sending back the required
information, the main process handles the results in two steps:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>First, it updates the in-memory index with the <code>lstat()</code> information
sent by the workers. (This must be done first as this information
might be required in the following step.)</p>
</li>
<li>
<p>Then it writes the items which collided on disk (i.e. items marked
with <code>PC_ITEM_COLLIDED</code>). More on this below.</p>
</li>
</ul>
</div>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_path_collisions">Path Collisions</h2>
<div class="sectionbody">
<div class="paragraph">
<p>Path collisions happen when two different paths correspond to the same
entry in the file system. E.g. the paths <em>a</em> and <em>A</em> would collide in a
case-insensitive file system.</p>
</div>
<div class="paragraph">
<p>The sequential checkout deals with collisions in the same way that it
deals with files that were already present in the working tree before
checkout. Basically, it checks if the path that it wants to write
already exists on disk, makes sure the existing file doesn’t have
unsaved data, and then overwrites it. (To be more pedantic: it deletes
the existing file and creates the new one.) So, if there are multiple
colliding files to be checked out, the sequential code will write each
one of them but only the last will actually survive on disk.</p>
</div>
<div class="paragraph">
<p>Parallel checkout aims to reproduce the same behavior. However, we
cannot let the workers racily write to the same file on disk. Instead,
the workers detect when the entry that they want to check out would
collide with an existing file, and mark it with <code>PC_ITEM_COLLIDED</code>.
Later, the main process can sequentially feed these entries back to
<code>checkout_entry()</code> without the risk of race conditions. On clone, this
also has the effect of marking the colliding entries to later emit a
warning for the user, like the classic sequential checkout does.</p>
</div>
<div class="paragraph">
<p>The workers are able to detect both collisions among the entries being
concurrently written and collisions between a parallel-eligible entry
and an ineligible entry. The general idea for collision detection is
quite straightforward: for each parallel-eligible entry, the main
process must remove all files that prevent this entry from being written
(before enqueueing it). This includes any non-directory file in the
leading path of the entry. Later, when a worker gets assigned the entry,
it looks again for the non-directory files and for an already existing
file at the entry’s path. If any of these checks finds something, the
worker knows that there was a path collision.</p>
</div>
<div class="paragraph">
<p>Because parallel checkout can distinguish path collisions from the case
where the file was already present in the working tree before checkout,
we could alternatively choose to skip the checkout of colliding entries.
However, each entry that doesn’t get written would have NULL <code>lstat()</code>
fields on the index. This could cause performance penalties for
subsequent commands that need to refresh the index, as they would have
to go to the file system to see if the entry is dirty. Thus, if we have
N entries in a colliding group and we decide to write and <code>lstat()</code> only
one of them, every subsequent <code>git-status</code> will have to read, convert,
and hash the written file N - 1 times. By checking out all colliding
entries (like the sequential code does), we only pay the overhead once,
during checkout.</p>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_eligible_entries_for_parallel_checkout">Eligible Entries for Parallel Checkout</h2>
<div class="sectionbody">
<div class="paragraph">
<p>As previously mentioned, not all entries passed to <code>checkout_entry()</code>
will be considered eligible for parallel checkout. More specifically, we
exclude:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>Symbolic links; to avoid race conditions that, in combination with
path collisions, could cause workers to write files at the wrong
place. For example, if we were to concurrently check out a symlink
<em>a</em> → <em>b</em> and a regular file <em>A/f</em> in a case-insensitive file system,
we could potentially end up writing the file <em>A/f</em> at <em>a/f</em>, due to a
race condition.</p>
</li>
<li>
<p>Regular files that require external filters (either "one shot" filters
or long-running process filters). These filters are black-boxes to Git
and may have their own internal locking or non-concurrent assumptions.
So it might not be safe to run multiple instances in parallel.</p>
<div class="paragraph">
<p>Besides, long-running filters may use the delayed checkout feature to
postpone the return of some filtered blobs. The delayed checkout queue
and the parallel checkout queue are not compatible and should remain
separate.</p>
</div>
<div class="paragraph">
<p>Note: regular files that only require internal filters, like end-of-line
conversion and re-encoding, are eligible for parallel checkout.</p>
</div>
</li>
</ul>
</div>
<div class="paragraph">
<p>Ineligible entries are checked out by the classic sequential codepath
<strong>before</strong> spawning workers.</p>
</div>
<div class="paragraph">
<p>Note: submodules' files are also eligible for parallel checkout (as
long as they don’t fall into any of the excluding categories mentioned
above). But since each submodule is checked out in its own child
process, we don’t mix the superproject’s and the submodules' files in
the same parallel checkout process or queue.</p>
</div>
</div>
</div>
<div class="sect1">
<h2 id="_the_api">The API</h2>
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<p>The parallel checkout API was designed with the goal of minimizing
changes to the current users of the checkout machinery. This means that
they don’t have to call a different function for sequential or parallel
checkout. As already mentioned, <code>checkout_entry()</code> will automatically
insert the given entry in the parallel checkout queue when this feature
is enabled and the entry is eligible; otherwise, it will just write the
entry right away, using the sequential code. In general, callers of the
parallel checkout API should look similar to this:</p>
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<pre>int pc_workers, pc_threshold, err = 0;
struct checkout state;
get_parallel_checkout_configs(&pc_workers, &pc_threshold);
/*
* This check is not strictly required, but it
* should save some time in sequential mode.
*/
if (pc_workers > 1)
init_parallel_checkout();
for (each cache_entry ce to-be-updated)
err |= checkout_entry(ce, &state, NULL, NULL);
err |= run_parallel_checkout(&state, pc_workers, pc_threshold, NULL, NULL);</pre>
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Last updated 2024-05-31 00:41:06 UTC
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