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z@~?{4L$!DWhw`}N?Z0swJnLi6xivYx1ZN9YdyV6xNCey7^} z1iax8wTuLgT33Xip}6y!4GPN?SIIxyByrpsxvjk(>-BHk8AM3 zA6z78%VX(j(rmR`wfpL27%y;iWGegSIat@WIK9(4n*af9z6O+F75>BPsJo;6H43Tb zd%{#I?0)d83lcjEM$sRhALVtS&H2wcE-}>Y1T{RJ&VEeX&1=;g<`%ZAJ$9Pu2{T-r z!J|Q;aO@6*s^5(u%|YcmZk{cD%1s+~31mMTij&rJh3Ect=mr-+Wh z-UvFfHYzITm55?AP1UGTcw&tK;O5P?R=QS8sxaq1x*@{RuYHWBZdB!DYqVjw68(#_ zY1={mJ4QSAu;Zt%DkCY~_T~(zp_t_&WYhebHFzP8y}A{PQ*84au|XIT1I# zQvDU25oeyTgBsfHW|dg?r!8T&p_oH}Ut1;5)?;^t1&G>{b~JMlD$M0Yz4fv2Wm?VLk%8&CdtPKZ^jahGX!6dMy0mGS`Z gu%C0pxb*}+R3~C{)3HzV3iKx`B=xC8K->HO0_iLT + +The little ticks on top of the GC-sampled Thread timeline mark minor collections. + +There is also the flame graph view that gives a quick overview of what functions ran the most and now also tells what sampled object types died before the first minor collection and which types were tenured. + + + + ## Evaluation ### Verification From 950423b5ac0e8164457ea5de638affb9d5f82aa3 Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Wed, 7 May 2025 19:30:27 +0200 Subject: [PATCH 12/14] make the screenshots clickable --- posts/2025/05/allocation_sampling2.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 57995ba0f..c6463fb7f 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -36,7 +36,8 @@ an object, by looking at an example depiction of how an object with metadata loo Every object allocated by the GC has a header, composed of a 16-bit type ID and -16 bits for GC flags. +16 bits for GC flags. (The padding is only on 64-bit platforms and emitted on +32-bit PyPy.) This means for every object allocated, as soon as we've got its address, we can just read the type from its header. Unfortunately, those type IDs correspond to RPython types and not Python (app-level) types. The RPython-level types may not @@ -95,13 +96,13 @@ placing an additional frame on top of the corresponding sampled call stack, that contains the (RPython) type of the sampled object. Furthermore, the category (color of the frame) tells if the object was collected (green) or if it survived (red). - + The little ticks on top of the GC-sampled Thread timeline mark minor collections. There is also the flame graph view that gives a quick overview of what functions ran the most and now also tells what sampled object types died before the first minor collection and which types were tenured. - + ## Evaluation From 31180ac562c0aaebf91e05d58f4106803964397f Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Wed, 7 May 2025 19:34:41 +0200 Subject: [PATCH 13/14] edit evaluation and future work --- posts/2025/05/allocation_sampling2.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index c6463fb7f..011ffc38e 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -207,7 +207,10 @@ simultaneously do allocation and time sampling can give insight into where the program spends time and what functions allocate much memory, leading to garbage collections. This tool is aimed at both PyPy developers and non-PyPy developers, with the target of being easy to use while introducing little -overhead. +overhead. + +Right now the tool is still in development, we hope to merge and release it with +a PyPy release some time soon. ## Future Work @@ -225,7 +228,7 @@ PyPy has a logging interface, which is used to log GC and JIT events with a timestamp. Unfortunately those timestamps are the clock counts read from the CPU’s `TSC` (Time Stamp Counter ~ number of cycles since last reset) register (at least on x86/x86_64), which are not perfectly suitable for measuring time. -VMProf on the other hand (our modified VMProf) uses timestamps retrieved with +Our modified version of VMProf on the other hand uses timestamps retrieved with Unix' `CLOCK_MONOTONIC`. This means we cannot exactly associate pypylog events with VMProf samples. An easy fix would be to use the same timestamps for pypylog as we do for VMProf, but this could introduce more overhead. A better @@ -238,6 +241,7 @@ spent time opening files, reading from files, waiting for subprocesses to finish, etc. We are also hoping to transfer some of the techniques used here for profiling -PyPy to profile the ISA simulator generator Pydrofoil. +PyPy to profile other RPython languages, such as the CPU simulators generated +by Pydrofoil. -- Christoph Jung and CF Bolz-Tereick From 7ec3289327e2f7657f0b9344621cbbe148e4008d Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Wed, 7 May 2025 19:37:57 +0200 Subject: [PATCH 14/14] a paragraph about other users --- posts/2025/05/allocation_sampling2.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 011ffc38e..beb5cf6d2 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -198,6 +198,10 @@ Then all call sites were to either call `pure_from_args1` or `pure_from_args2` directly, and thus saving two list allocations per `pure_from_args` call. +This experience is maybe typical for using allocation profiling: the internal +RPython class names are much more useful for PyPy core developers, we will have +to see whether application developers can also make use of the results. + ## Summary

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To improve that approach, we want to extend our work by extracting more information from PyPy's GC. Our main contribution is retrieving the types and lifetime of objects that triggered a sample, together with some general memory stats of PyPy's GC. Additionally, we want to elaborate on how we tested the interaction of those features with the GC logic. +Finally, we discuss the overhead of those features and provide a case study to demonstrate how allocation sampling can be used. + +## Getting more information from PyPy's GC + +First, let us talk about the technical details. +Hopefully you still remember how nursery allocations and sampling worked, as described in part one of our Blog post. Now we want to extend that approach by also finding out what type of allocation (i.e., object) triggered a sample and, if it survived, the next minor collection. So let us directly dive into how PyPy's GC stores the type of Object. + +Every Object allocated by the GC has a header, which is basically a 32-bit signed integer, composed of a (shifted) 16-bit type ID and 16-bit GC flags. This means for every object allocated, as soon as we've got its address, we can just read the type from its header. Unfortunately, those type IDs correspond to RPython types and not Python (app-level) types, which may not be very intuitive for non PyPy developers. +Getting the app-level types would either be computationally costly or even impossible, due to the objects not being completely initialized at that point. + +Let's talk about the second piece of information we want to get our hands on: Did an allocated object survive the next minor collection after it was allocated, or did it not? During minor collections, there is a point in time where surviving objects are known and marked via one GC header flag (one bit). + +Now let us put all those pieces together. Remember how the sampling worked? There is that `nursery_top` and every time it is exceeded, the function `collect_and_reserve` is called. This function checks if the nursery is full or if the `nursery_top` was just a`sample_point`. If the latter is the case, a sample (or multiple samples) will be triggered. Finally, the allocation request will be fulfilled, and the address of the allocated object will be returned. That is where our new modifications start. Before returning the address of that freshly allocated object, we put that address into a list. In the middle of the next minor collection, when the objects to be tenured are known, we can just take every address inside that list and look into the corresponding GC header to read the type ID and the survives-this-minor-collection bit. Then we repack the 16 bit type ID and a single bit for tenured/freed into one 32-bit integer for each sampled object into another list. Before passing that new list of sampled object types and their lifetime information to VMProf, we record some GC-statistics, like `total_memory_used, total_size_of_arenas` and the`GC`'s state. All this information will be passed to VMProf, which then penultimately records the VM's RSS and finally writes everything to disk. + +The `total_size_of_arenas` tells us how much space the GC actually has to allocate objects, while `total_memory_used` tells us how much of that is already occupied. But there is more to a VM than just the memory the GC manages, thus the `vmRSS` tells us how much memory PyPy consumes in General. Finally, the `GC state` tells the current major collection phase, which is one of: `scanning, marking, sweeping, finalizing`. + +After the profiling has finished, we also dump a mapping of RPython type IDs to their respective names into the profile so that an UI tool like the [vmprof-firefox-converter](https://github.com/Cskorpion/vmprof-firefox-converter) may use that to display the actual type names. As said earlier, those RPython names may not be super useful for non PyPy developers, so we plan to add descriptions for most common RPython types to the vmprof-firefox-converter. + + +## Evaluation + +### Verification + +After talking about how it works, we now have to talk about how we can verify the correctness of the extracted information. + +Of course, the first thing we did was write some unit tests, but a few unit tests don't really guarantee the correctness of the complex interaction of the GC- and allocation sampling logic. + +Secondly, we implemented allocation sampling into the already existing randomized testing facility (fuzzer) for PyPy's GC. + +Fuzzing PyPy's GC with hypothesis has two phases. The first phase is generating random action sequences. Those actions consist of object-, string-, or array allocations, freeing allocated objects, accessing an object and from now on also activating and deactivating allocation sampling with a random sampling rate. In the second phase, these actions are executed and their intermediate results asserted. + +If there is a bug in the GC, e.g., freeing an object too early, the fuzzer could produce a random action sequence that leads to an error when accessing an already freed object. + +When generating these actions, we also keep track of how much memory will be allocated when they are executed. With this information, we can decide if each generated allocation action will trigger a sample. When these actions are executed in the second phase, we can check for each allocation if it should trigger a sample and if it actually did. For a failing check we then get the sequence of actions that led to the failed check, so we can trace the bug down. + +Fuzzing was very helpful for getting rid of many bugs inside the allocation sampling logic. + +### Overhead + +We already talked about that last time, but adding now features could add more overhead, so let's take a look at that once more. + +Every time we sample, we also store the address of the allocated object in a list. +That list, together with some GC stats, is then dumped to VMProf at every minor collection. +This only introduces little overhead when sampling is enabled, and only one new pointer comparison at every minor collection when sampling is turned off. + + +Remember this graph from the previous blog post, where we discussed the overhead of allocation sampling (without extracting information about allocated objects) + + + +The overhead reached from ~390% to < 10%. + +Again, we profiled the same benchmarks on the exact same setup as last time. + + + + +TODO ... + + +## Case Study + +Here we want to show you a real world example of how we used allocation sampling with the vmprof-firefox-converter to profile some real-world program and learned something from that. + +### PyPy VM Optimization + +One day we profiled some benchmark executing SymPy functions and looked at sampled list allocations. + + + +There we stumbled upon PyPy's JIT-optimizer functions `postprocess_INT_ADD` and `pure_from_args`. +Both those functions take part in marking an (integer-?) operation as pure. + +If PyPy's JIT encounters a `INT_ADD` operation that is pure and thus can be cached and replaced by its result, `postprocess_INT_ADD` will be called to also mark `INT_SUB` operations on the corresponding arguments as pure. + +This is done by getting the arguments `arg0` and `arg1` of the `INT_ADD` and then calling `pure_from_args(INT_SUB, [arg0, arg1])` (simplified) which caches `INT_SUB` for the current arguments. + +Post-Processing optimization is done not only for `INT_ADD` but `INT_MUL`, `INT_XOR` and others too, BUT there are never more than two arguments passed to `pure_from_args` inside that list. + +`pure_from_args` looks (somewhat simplified) like that: + +``` python +def pure_from_args(op, args_list): + rop = ResOperation(op, [get_box_replacement(arg) for arg in args_list]) + ... +``` + +Knowing that `pure_from_args` is only ever called with up to two arguments inside that list, it could be split up into two functions, one for the one-argument case and one for the two-argument case: + +(Also a bit simplified) + +``` python +def pure_from_args1(abstract_op, arg0): + rop = ResOperation(op) + rop.setarg(0, get_box_replacement(arg0)) + ... + +def pure_from_args2(abstract_op, arg0, arg1): + rop = ResOperation(op) + rop.setarg(0, get_box_replacement(arg0)) + rop.setarg(1, get_box_replacement(arg1)) + ... +``` + +Now `arg0` and `arg1` can be passed directly to `pure_from_args1/pure_from_args2` and don't need to be put into a list. +Additionally they don't need to be repacked into a list to be passed to `ResOperation`. + +Then all call sites were [adapted](https://github.com/pypy/pypy/commit/ef590f639e529ebe319c7d5ff8f5e03e31bcc304) to either call `pure_from_args1` or `pure_from_args2` directly, and thus saving two list allocations per `pure_From_args` call. + + +## Summary + +In this and the previous blog post, we introduced and explained the technical details of allocation sampling in PyPy's GC with VMProf. Using this tool to simultaneously do allocation and time sampling can give insight into where the program spends time and what functions allocate much memory, leading to garbage collections. This tool is aimed at both PyPy developers and non-PyPy developers, with the target of being easy to use while introducing little overhead. + +## Future Work + +We have a bunch of ideas for features that could be added to VMProf in the future. + +One very important thing when it comes to profiling is the overhead. One idea on how to reduce the overhead per sample is, to not walk the entire stack every time but mark walked stack frames so that for the next sample, we only need to walk up to an already marked stack frame. This could reduce the overhead if the stacks do not change completely from sample to sample and there is indeed a significant correlation between stack depth and overhead. + +PyPy has a logging interface, which is used to log GC and JIT events with a timestamp. Unfortunately those timestamps are the clock counts read from the CPU’s `TSC` (Time Stamp Counter ~ number of cycles since last reset) register (at least on x86/x86_64), which are not perfectly suitable for measuring time. VMProf on the other hand (our modified VMProf) uses timestamps retrieved with Unix' `CLOCK_MONOTONIC`. This means we cannot exactly associate pypylog events with VMProf samples. An easy fix would be to use the same timestamps for pypylog as we do for VMProf, but this could introduce more overhead. A better way of associating them, could be to record the `TSC` with each sample so we’d get an approximate alignment of logged events and samples. + +The very last thing to append to our ‘future work’ list are syscalls. Using ptrace to trace syscalls could give an insight on where/when/how much your code spent time opening files, reading from files, waiting for subprocesses to finish, etc. + +We are also hoping to transfer some of the techniques used here for profiling PyPy to profile the CPU simulator generator Pydrofoil. + +-- Christoph Jung and CF Bolz-Tereick From 71e98233c06aaa39285e99c8fd50cb230b4f11ed Mon Sep 17 00:00:00 2001 From: Christoph Jung Date: Tue, 6 May 2025 15:01:30 +0200 Subject: [PATCH 02/14] new title and slug --- posts/2025/05/allocation_sampling2.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 77d2d17ee..d001b6591 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -1,6 +1,6 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Object +Content + type id +(16 bit) + GC flags +(16 bit) + Padding +(32 bit) + + From a9e160385d4665a6dc949880bf1f9697afbcbe94 Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Tue, 6 May 2025 21:26:44 +0200 Subject: [PATCH 08/14] minimalistic overhead description --- posts/2025/05/allocation_sampling2.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 7dff3150a..6c1f053d8 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -125,7 +125,12 @@ garbage collection that we hadn't foreseen properly. ### Overhead We already talked about that last time, but adding now features could add more -overhead, so let's take a look at that once more. +overhead, so we re-ran the benchmarks from the last post. We won't go into +further details about that here, but it turns out that the new features of also +persisting RPython types and whether the object survived the next minor +collection did not change the overhead of sampling in a measurable way. The +reason for that is that the main cost of allocation sampling is the cost of +walking the call stack at the allocation point. Every time we sample, we also store the address of the allocated object in a list. That list, together with some GC stats, is then dumped to VMProf at every @@ -133,7 +138,6 @@ minor collection. This only introduces little overhead when sampling is enabled, and only one new pointer comparison at every minor collection when sampling is turned off. -Benchmarking our new extensions to PyPys allocation profiler showed that there were barely any changes to the overhead. ## Case Study From 9e0b3096f88d3e5c7322c5029e10039f210d9826 Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Tue, 6 May 2025 21:27:12 +0200 Subject: [PATCH 09/14] rewrite pure_from_args part --- posts/2025/05/allocation_sampling2.md | 74 +++++++++------------------ 1 file changed, 24 insertions(+), 50 deletions(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 6c1f053d8..21bebd025 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -143,67 +143,41 @@ sampling is turned off. Here we want to show you a real world example of how we used allocation sampling with the vmprof-firefox-converter to profile some real-world program -and learned something from that. +and improved the allocation rate of the JIT optimizer in the process. ### PyPy VM Optimization -One day we profiled some benchmark executing SymPy functions and looked at +We profiled some benchmark executing SymPy functions and looked at sampled list allocations. There we stumbled upon PyPy's JIT-optimizer functions `postprocess_INT_ADD` and -`pure_from_args`. Both those functions take part in marking an (integer-?) -operation as pure. - -If PyPy's JIT encounters a `INT_ADD` operation that is pure and thus can be -cached and replaced by its result, `postprocess_INT_ADD` will be called to also -mark `INT_SUB` operations on the corresponding arguments as pure. - -This is done by getting the arguments `arg0` and `arg1` of the `INT_ADD` and -then calling `pure_from_args(INT_SUB, [arg0, arg1])` (simplified) which caches -`INT_SUB` for the current arguments. - -Post-Processing optimization is done not only for `INT_ADD` but `INT_MUL`, -`INT_XOR` and others too, BUT there are never more than two arguments passed to -`pure_from_args` inside that list. - -`pure_from_args` looks (somewhat simplified) like that: - -``` python -def pure_from_args(op, args_list): - rop = ResOperation(op, [get_box_replacement(arg) for arg in args_list]) - ... -``` - -Knowing that `pure_from_args` is only ever called with up to two arguments -inside that list, it could be split up into two functions, one for the -one-argument case and one for the two-argument case: - -(Also a bit simplified) - -``` python -def pure_from_args1(abstract_op, arg0): - rop = ResOperation(op) - rop.setarg(0, get_box_replacement(arg0)) - ... - -def pure_from_args2(abstract_op, arg0, arg1): - rop = ResOperation(op) - rop.setarg(0, get_box_replacement(arg0)) - rop.setarg(1, get_box_replacement(arg1)) - ... -``` - -Now `arg0` and `arg1` can be passed directly to -`pure_from_args1/pure_from_args2` and don't need to be put into a list. -Additionally they don't need to be repacked into a list to be passed to -`ResOperation`. - +`pure_from_args`. Both those functions take part in optimizing pure integer +operations. + +If PyPy's JIT encounters a `INT_ADD` operation that cannot be [optimized away](https://pypy.org/posts/2024/10/jit-peephole-dsl.html) +`postprocess_INT_ADD` will be called to also cache some arithmetic rewrites of +that addition. E.g. if the JIT emits an operation `x = a + b` it will remember +that `x - a` can be optimized to `b` from then on. +This is done by calling an API `pure_from_args(INT_SUB, [arg0, arg1])`. Similar +logic exists for other integer operations like multiplication or xor. + +The reason why these `postprocess_...` functions of the JIT appear in the +memory profile is that they all allocate a list. This list is extremely +short-lived, one level deeper its elements are read out again and discarded, +and yet another list is built, which is discarded one function call further. +Additionally, in all of these postprocess methods, there are never more than +two arguments passed to `pure_from_args` inside that list. + +After seeing `pure_from_args` in the memory allocation profile, we decided to +rewrite it to make the list allocations unnecessary. To achieve this, we split +it up into two functions, `pure_from_args1` and `pure_from_args2`, that take +the elements of the list as extra arguments directly, foregoing the allocation. Then all call sites were [adapted](https://github.com/pypy/pypy/commit/ef590f639e529ebe319c7d5ff8f5e03e31bcc304) to either call `pure_from_args1` or `pure_from_args2` directly, and thus saving -two list allocations per `pure_From_args` call. +two list allocations per `pure_from_args` call. ## Summary From 3258b6eace904cbd1d4afae8efb0f2843387cc02 Mon Sep 17 00:00:00 2001 From: CF Bolz-Tereick Date: Tue, 6 May 2025 21:37:53 +0200 Subject: [PATCH 10/14] embed the svg --- posts/2025/05/allocation_sampling2.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/posts/2025/05/allocation_sampling2.md b/posts/2025/05/allocation_sampling2.md index 21bebd025..49d9ece9e 100644 --- a/posts/2025/05/allocation_sampling2.md +++ b/posts/2025/05/allocation_sampling2.md @@ -33,7 +33,7 @@ allocation (i.e., object) triggered a sample and, if it survived the next minor collection. So let us directly dive into how PyPy's GC stores the type of an object, by looking at an example depiction of how an object with metadata looks like. - + Every object allocated by the GC has a header, composed of a 16-bit type ID and 16 bits for GC flags. 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