From 764a83f35432101d549c2f54986ca010058a270f Mon Sep 17 00:00:00 2001 From: Tolya Korniltsev Date: Mon, 19 Feb 2024 19:07:35 +0700 Subject: [PATCH] ebpf: aggregate python stacks in ebpf program instead of userspace (#2996) --- ebpf/bpf/hash.h | 44 +++++++ ebpf/bpf/profile.bpf.h | 12 -- ebpf/bpf/pyperf.bpf.c | 115 +++++++++------- ebpf/bpf/stacks.h | 17 +++ ebpf/cmd/playground/main.go | 26 +++- ebpf/pprof/pprof.go | 3 - ebpf/pyrobpf/sync.go | 10 ++ ebpf/python/gen.go | 4 +- ebpf/python/perf_bpfel_arm64.go | 63 +++++---- ebpf/python/perf_bpfel_arm64.o | Bin 285984 -> 372384 bytes ebpf/python/perf_bpfel_x86.go | 63 +++++---- ebpf/python/perf_bpfel_x86.o | Bin 288376 -> 374760 bytes ebpf/python/pyperf.go | 89 +------------ ebpf/python/pyperf_pid_data.go | 7 +- ebpf/python/pyperf_test.go | 89 ------------- ebpf/python_ebpf_test.go | 5 +- ebpf/sd/target.go | 16 ++- ebpf/session.go | 117 ++++++++++------ ebpf/session_maps.go | 7 +- ebpf/session_python.go | 227 ++++++++++++++------------------ 20 files changed, 444 insertions(+), 470 deletions(-) create mode 100644 ebpf/bpf/hash.h delete mode 100644 ebpf/python/pyperf_test.go diff --git a/ebpf/bpf/hash.h b/ebpf/bpf/hash.h new file mode 100644 index 0000000000..0e2ec200c7 --- /dev/null +++ b/ebpf/bpf/hash.h @@ -0,0 +1,44 @@ + + +// murmurhash2 from +// https://github.com/aappleby/smhasher/blob/92cf3702fcfaadc84eb7bef59825a23e0cd84f56/src/MurmurHash2.cpp/* */ +// https://github.com/parca-dev/parca-agent/blob/main/bpf/unwinders/hash.h + +// Hash limit in bytes, set to size of python stack +#define HASH_LIMIT 32 * 3 * 4 +// len should be multiple of 4 +static __always_inline uint64_t MurmurHash64A ( const void * key, uint64_t len, uint64_t seed ) +{ + const uint64_t m = 0xc6a4a7935bd1e995ULL; + const int r = 47; + + uint64_t h = seed ^ (len * m); + + const uint64_t * data = key; + int i = 0; + for (; i < len/8 && i < HASH_LIMIT/8; i++) + { + uint64_t k = data[i]; + + k *= m; + k ^= k >> r; + k *= m; + + h ^= k; + h *= m; + } + + + const unsigned char * data2 = (const unsigned char*)&data[i]; + if(len & 7) + { + h ^= (uint64_t)(((uint32_t*)data2)[0]); + h *= m; + }; + + h ^= h >> r; + h *= m; + h ^= h >> r; + + return h; +} \ No newline at end of file diff --git a/ebpf/bpf/profile.bpf.h b/ebpf/bpf/profile.bpf.h index eab34be906..fc0c522d60 100644 --- a/ebpf/bpf/profile.bpf.h +++ b/ebpf/bpf/profile.bpf.h @@ -4,12 +4,6 @@ -struct sample_key { - __u32 pid; - __u32 flags; - __s64 kern_stack; - __s64 user_stack; -}; #define PROFILING_TYPE_UNKNOWN 1 #define PROFILING_TYPE_FRAMEPOINTERS 2 @@ -65,11 +59,5 @@ struct { #include "stacks.h" -struct { - __uint(type, BPF_MAP_TYPE_HASH); - __type(key, struct sample_key); - __type(value, u32); - __uint(max_entries, PROFILE_MAPS_SIZE); -} counts SEC(".maps"); #endif // PROFILE_BPF_H \ No newline at end of file diff --git a/ebpf/bpf/pyperf.bpf.c b/ebpf/bpf/pyperf.bpf.c index d77b4a03a4..7eae57843f 100644 --- a/ebpf/bpf/pyperf.bpf.c +++ b/ebpf/bpf/pyperf.bpf.c @@ -9,20 +9,15 @@ #include "stacks.h" #include "pystr.h" #include "pyoffsets.h" +#include "hash.h" -#define PYTHON_STACK_FRAMES_PER_PROG 25 +#define PYTHON_STACK_FRAMES_PER_PROG 32 #define PYTHON_STACK_PROG_CNT 3 #define PYTHON_STACK_MAX_LEN (PYTHON_STACK_FRAMES_PER_PROG * PYTHON_STACK_PROG_CNT) #define PYTHON_CLASS_NAME_LEN 32 #define PYTHON_FUNCTION_NAME_LEN 64 #define PYTHON_FILE_NAME_LEN 128 -enum { - STACK_STATUS_COMPLETE = 0, - STACK_STATUS_ERROR = 1, - STACK_STATUS_TRUNCATED = 2, -}; - enum { PY_ERROR_GENERIC = 1, PY_ERROR_THREAD_STATE = 2, @@ -42,6 +37,14 @@ enum { }; +struct global_config_t { + uint8_t bpf_log_err; + uint8_t bpf_log_debug; +}; + +const volatile struct global_config_t global_config; +#define log_error(fmt, ...) if (global_config.bpf_log_err) bpf_printk(fmt, ##__VA_ARGS__) +#define log_debug(fmt, ...) if (global_config.bpf_log_debug) bpf_printk(fmt, ##__VA_ARGS__) typedef struct { uint32_t major; @@ -54,6 +57,7 @@ typedef struct { py_version version; struct libc libc; int32_t tssKey; + uint8_t collect_kernel; } py_pid_data; typedef struct { @@ -72,17 +76,14 @@ typedef struct { } py_symbol; +typedef uint32_t py_symbol_id; + typedef struct { - uint8_t stack_status; - uint8_t err; - uint8_t reserved2; - uint8_t reserved3; - uint32_t pid; - int64_t kern_stack; + struct sample_key k; + uint32_t stack_len; // instead of storing symbol name here directly, we add it to another // hashmap with Symbols and only store the ids here - uint32_t stack_len; - uint32_t stack[PYTHON_STACK_MAX_LEN]; + py_symbol_id stack[PYTHON_STACK_MAX_LEN]; } py_event; #define _STR_CONCAT(str1, str2) str1##str2 @@ -93,6 +94,7 @@ typedef struct { } STR_CONCAT(compile_time_condition_check, __COUNTER__); // See comments in get_frame_data FAIL_COMPILATION_IF(sizeof(py_symbol) == sizeof(struct bpf_perf_event_value)) +FAIL_COMPILATION_IF(HASH_LIMIT != PYTHON_STACK_MAX_LEN * sizeof(py_symbol_id)) typedef struct { int64_t symbol_counter; @@ -100,9 +102,18 @@ typedef struct { uint32_t cur_cpu; uint64_t frame_ptr; int64_t python_stack_prog_call_cnt; + py_symbol sym; py_event event; + uint64_t padding;// satisfy verifier for hash function } py_sample_state_t; +struct { + __uint(type, BPF_MAP_TYPE_HASH); + __uint(key_size, sizeof(u32)); + __uint(value_size, PYTHON_STACK_MAX_LEN * sizeof(py_symbol_id)); + __uint(max_entries, PROFILE_MAPS_SIZE); +} python_stacks SEC(".maps"); + struct { __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY); __type(key, u32); @@ -110,7 +121,6 @@ struct { __uint(max_entries, 1); } py_state_heap SEC(".maps"); -typedef uint32_t py_symbol_id; struct { __uint(type, BPF_MAP_TYPE_HASH); @@ -144,12 +154,6 @@ struct { }; -struct { - __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); - __uint(key_size, sizeof(u32)); - __uint(value_size, sizeof(u32)); -} py_events SEC(".maps"); - static __always_inline int get_thread_state( py_pid_data *pid_data, void **out_thread_state) { @@ -157,19 +161,31 @@ static __always_inline int get_thread_state( } static __always_inline int submit_sample( - void *ctx, - py_sample_state_t *state) { - bpf_perf_event_output(ctx, &py_events, BPF_F_CURRENT_CPU, &state->event, sizeof(py_event)); + py_sample_state_t* state) { + uint32_t one = 1; + if (state->event.stack_len < PYTHON_STACK_MAX_LEN) { + state->event.stack[state->event.stack_len] = 0; + } + u64 h = MurmurHash64A(&state->event.stack, state->event.stack_len * sizeof(state->event.stack[0]), 0); + state->event.k.user_stack = h; + if (bpf_map_update_elem(&python_stacks, &h, &state->event.stack, BPF_ANY)) { + return -1; + } + uint32_t* val = bpf_map_lookup_elem(&counts, &state->event.k); + if (val) { + (*val)++; + } + else { + bpf_map_update_elem(&counts, &state->event.k, &one, BPF_NOEXIST); + } + + return 0; } static __always_inline int submit_error_sample( - void *ctx, - py_sample_state_t *state, uint8_t err) { - state->event.stack_status = STACK_STATUS_ERROR; - state->event.err = err; - bpf_perf_event_output(ctx, &py_events, BPF_F_CURRENT_CPU, &state->event, - offsetof(py_event, kern_stack) + sizeof(state->event.kern_stack)); + uint8_t err) { //todo replace with more useful log + log_error("pyperf_err: %d\n", err); return -1; } @@ -218,7 +234,7 @@ static __always_inline int get_top_frame(py_pid_data *pid_data, py_sample_state_ return 0; } -static __always_inline int pyperf_collect_impl(struct bpf_perf_event_data *ctx, pid_t pid, bool collect_kern_stack) { +static __always_inline int pyperf_collect_impl(struct bpf_perf_event_data* ctx, pid_t pid) { py_pid_data *pid_data = bpf_map_lookup_elem(&py_pid_config, &pid); if (!pid_data) { return 0; @@ -231,33 +247,32 @@ static __always_inline int pyperf_collect_impl(struct bpf_perf_event_data *ctx, state->python_stack_prog_call_cnt = 0; py_event *event = &state->event; - event->pid = pid; - if (collect_kern_stack) { - event->kern_stack = bpf_get_stackid(ctx, &stacks, KERN_STACKID_FLAGS); + event->k.pid = pid; + if (pid_data->collect_kernel) { + event->k.kern_stack = bpf_get_stackid(ctx, &stacks, KERN_STACKID_FLAGS); } else { - event->kern_stack = -1; + event->k.kern_stack = -1; } // Read PyThreadState of this Thread from TLS void *thread_state; if (get_thread_state(pid_data, &thread_state)) { - return submit_error_sample(ctx, state, PY_ERROR_THREAD_STATE); + return submit_error_sample(PY_ERROR_THREAD_STATE); } // pre-initialize event struct in case any subprogram below fails - event->stack_status = STACK_STATUS_COMPLETE; event->stack_len = 0; if (thread_state != 0) { if (get_top_frame(pid_data, state, thread_state)) { - return submit_error_sample(ctx, state, PY_ERROR_TOP_FRAME); + return submit_error_sample(PY_ERROR_TOP_FRAME); } // jump to reading first set of Python frames bpf_tail_call(ctx, &py_progs, PYTHON_PROG_IDX_READ_PYTHON_STACK); // we won't ever get here } - return submit_error_sample(ctx, state, PY_ERROR_THREAD_STATE_NULL); + return submit_error_sample(PY_ERROR_THREAD_STATE_NULL); } SEC("perf_event") @@ -267,7 +282,7 @@ int pyperf_collect(struct bpf_perf_event_data *ctx) { if (pid == 0) { return 0; } - return pyperf_collect_impl(ctx, (pid_t) pid, false); // todo allow configuring it + return pyperf_collect_impl(ctx, (pid_t) pid); } @@ -510,21 +525,21 @@ int read_python_stack(struct bpf_perf_event_data *ctx) { state->python_stack_prog_call_cnt++; py_event *sample = &state->event; - py_symbol sym = {}; int last_res; + py_symbol *sym = &state->sym; #pragma unroll for (int i = 0; i < PYTHON_STACK_FRAMES_PER_PROG; i++) { - last_res = get_frame_data((void **) &state->frame_ptr, &state->offsets, &sym, ctx); + last_res = get_frame_data((void **) &state->frame_ptr, &state->offsets, sym, ctx); if (last_res < 0) { - return submit_error_sample(ctx, state, (uint8_t) (-last_res)); + return submit_error_sample((uint8_t) (-last_res)); } if (last_res == 0) { break; } if (last_res == 1) { py_symbol_id symbol_id; - if (get_symbol_id(state, &sym, &symbol_id)) { - return submit_error_sample(ctx, state, PY_ERROR_SYMBOL); + if (get_symbol_id(state, sym, &symbol_id)) { + return submit_error_sample(PY_ERROR_SYMBOL); } uint32_t cur_len = sample->stack_len; if (cur_len < PYTHON_STACK_MAX_LEN) { @@ -535,19 +550,19 @@ int read_python_stack(struct bpf_perf_event_data *ctx) { } if (last_res == 0) { - sample->stack_status = STACK_STATUS_COMPLETE; + sample->k.flags = SAMPLE_KEY_FLAG_PYTHON_STACK; } else { - sample->stack_status = STACK_STATUS_TRUNCATED; + sample->k.flags = (SAMPLE_KEY_FLAG_PYTHON_STACK|SAMPLE_KEY_FLAG_STACK_TRUNCATED); } - if (sample->stack_status == STACK_STATUS_TRUNCATED && + if (sample->k.flags == (SAMPLE_KEY_FLAG_PYTHON_STACK|SAMPLE_KEY_FLAG_STACK_TRUNCATED) && state->python_stack_prog_call_cnt < PYTHON_STACK_PROG_CNT) { // read next batch of frames bpf_tail_call(ctx, &py_progs, PYTHON_PROG_IDX_READ_PYTHON_STACK); return -1; } - return submit_sample(ctx, state); + return submit_sample(state); } #endif // PYPERF_H diff --git a/ebpf/bpf/stacks.h b/ebpf/bpf/stacks.h index 65a724e5c5..afe6bb5722 100644 --- a/ebpf/bpf/stacks.h +++ b/ebpf/bpf/stacks.h @@ -7,6 +7,15 @@ #define KERN_STACKID_FLAGS (0 | BPF_F_FAST_STACK_CMP) #define USER_STACKID_FLAGS (0 | BPF_F_FAST_STACK_CMP | BPF_F_USER_STACK) +#define SAMPLE_KEY_FLAG_PYTHON_STACK 1 +#define SAMPLE_KEY_FLAG_STACK_TRUNCATED 2 + +struct sample_key { + __u32 pid; + __u32 flags; + __s64 kern_stack; + __s64 user_stack; +}; struct { __uint(type, BPF_MAP_TYPE_STACK_TRACE); @@ -16,4 +25,12 @@ struct { } stacks SEC(".maps"); +struct { + __uint(type, BPF_MAP_TYPE_HASH); + __type(key, struct sample_key); + __type(value, u32); + __uint(max_entries, PROFILE_MAPS_SIZE); +} counts SEC(".maps"); + + #endif \ No newline at end of file diff --git a/ebpf/cmd/playground/main.go b/ebpf/cmd/playground/main.go index 2aa014fc92..61c1209a8e 100644 --- a/ebpf/cmd/playground/main.go +++ b/ebpf/cmd/playground/main.go @@ -35,6 +35,13 @@ import ( var configFile = flag.String("config", "", "config file path") var server = flag.String("server", "http://localhost:4040", "") +var discoverFreq = flag.Duration("discover.freq", + 5*time.Second, + "") + +var collectFreq = flag.Duration("collect.freq", + 15*time.Second, + "") var ( config *Config @@ -90,12 +97,17 @@ func main() { profiles := make(chan *pushv1.PushRequest, 128) go ingest(profiles) - for { - time.Sleep(5 * time.Second) - collectProfiles(profiles) + discoverTicker := time.NewTicker(*discoverFreq) + collectTicker := time.NewTicker(*collectFreq) - session.UpdateTargets(convertTargetOptions()) + for { + select { + case <-discoverTicker.C: + session.UpdateTargets(convertTargetOptions()) + case <-collectTicker.C: + collectProfiles(profiles) + } } } @@ -183,6 +195,8 @@ func convertSessionOptions() ebpfspy.SessionOptions { Metrics: metrics, CacheOptions: config.CacheOptions, VerifierLogSize: 1024 * 1024 * 20, + PythonBPFErrorLogEnabled: config.PythonBPFLogErr, + PythonBPFDebugLogEnabled: config.PythonBPFLogDebug, } } @@ -236,6 +250,8 @@ var defaultConfig = Config{ DefaultTarget: nil, ContainerCacheSize: 1024, RelabelConfig: nil, + PythonBPFLogErr: true, + PythonBPFLogDebug: true, } type Config struct { @@ -251,6 +267,8 @@ type Config struct { DefaultTarget map[string]string ContainerCacheSize int RelabelConfig []*RelabelConfig + PythonBPFLogErr bool + PythonBPFLogDebug bool } type RelabelConfig struct { diff --git a/ebpf/pprof/pprof.go b/ebpf/pprof/pprof.go index f4de5bed04..62f94bbbfa 100644 --- a/ebpf/pprof/pprof.go +++ b/ebpf/pprof/pprof.go @@ -37,9 +37,6 @@ type SampleAggregation bool var ( // SampleAggregated mean samples are accumulated in ebpf, no need to dedup these SampleAggregated = SampleAggregation(true) - // SampleNotAggregated mean values are not accumulated in ebpf, but streamed to userspace with value=1 - // TODO make consider aggregating python in ebpf as well - SampleNotAggregated = SampleAggregation(false) ) type CollectProfilesCallback func(sample ProfileSample) diff --git a/ebpf/pyrobpf/sync.go b/ebpf/pyrobpf/sync.go index 999ba2b605..f4eb3e0f9b 100644 --- a/ebpf/pyrobpf/sync.go +++ b/ebpf/pyrobpf/sync.go @@ -25,3 +25,13 @@ var ( PidOpDead PidOp = 2 PidOpRequestExecProcessInfo PidOp = 3 ) + +//#define SAMPLE_KEY_FLAG_PYTHON_STACK 1 +//#define SAMPLE_KEY_FLAG_STACK_TRUNCATED 2 + +type SampleKeyFlag uint32 + +var ( + SampleKeyFlagPythonStack SampleKeyFlag = 1 + SampleKeyFlagStackTruncated SampleKeyFlag = 2 +) diff --git a/ebpf/python/gen.go b/ebpf/python/gen.go index bca1afa0f4..9b1e80c6a3 100644 --- a/ebpf/python/gen.go +++ b/ebpf/python/gen.go @@ -1,4 +1,4 @@ package python -//go:generate go run github.com/cilium/ebpf/cmd/bpf2go -type libc -type py_str_type -type py_event -type py_offset_config -target amd64 -cc clang -cflags "-O2 -Wall -Werror -fpie -Wno-unused-variable -Wno-unused-function" Perf ../bpf/pyperf.bpf.c -- -I../bpf/libbpf -I../bpf/vmlinux/ -//go:generate go run github.com/cilium/ebpf/cmd/bpf2go -type libc -type py_str_type -type py_event -type py_offset_config -target arm64 -cc clang -cflags "-O2 -Wall -Werror -fpie -Wno-unused-variable -Wno-unused-function" Perf ../bpf/pyperf.bpf.c -- -I../bpf/libbpf -I../bpf/vmlinux/ +//go:generate go run github.com/cilium/ebpf/cmd/bpf2go -type global_config_t -type libc -type py_str_type -type py_event -type py_offset_config -target amd64 -cc clang -cflags "-O2 -Wall -Werror -fpie -Wno-unused-variable -Wno-unused-function" Perf ../bpf/pyperf.bpf.c -- -I../bpf/libbpf -I../bpf/vmlinux/ +//go:generate go run github.com/cilium/ebpf/cmd/bpf2go -type global_config_t -type libc -type py_str_type -type py_event -type py_offset_config -target arm64 -cc clang -cflags "-O2 -Wall -Werror -fpie -Wno-unused-variable -Wno-unused-function" Perf ../bpf/pyperf.bpf.c -- -I../bpf/libbpf -I../bpf/vmlinux/ diff --git a/ebpf/python/perf_bpfel_arm64.go b/ebpf/python/perf_bpfel_arm64.go index 8a80af600a..6b94dc7ed9 100644 --- a/ebpf/python/perf_bpfel_arm64.go +++ b/ebpf/python/perf_bpfel_arm64.go @@ -12,6 +12,11 @@ import ( "github.com/cilium/ebpf" ) +type PerfGlobalConfigT struct { + BpfLogErr uint8 + BpfLogDebug uint8 +} + type PerfLibc struct { Musl bool _ [1]byte @@ -20,14 +25,10 @@ type PerfLibc struct { } type PerfPyEvent struct { - StackStatus uint8 - Err uint8 - Reserved2 uint8 - Reserved3 uint8 - Pid uint32 - KernStack int64 - StackLen uint32 - Stack [75]uint32 + K PerfSampleKey + StackLen uint32 + Stack [96]uint32 + _ [4]byte } type PerfPyOffsetConfig struct { @@ -58,9 +59,11 @@ type PerfPyPidData struct { Minor uint32 Patch uint32 } - Libc PerfLibc - _ [2]byte - TssKey int32 + Libc PerfLibc + _ [2]byte + TssKey int32 + CollectKernel uint8 + _ [3]byte } type PerfPySampleStateT struct { @@ -70,7 +73,9 @@ type PerfPySampleStateT struct { CurCpu uint32 FramePtr uint64 PythonStackProgCallCnt int64 + Sym PerfPySymbol Event PerfPyEvent + Padding uint64 } type PerfPyStrType struct { @@ -88,6 +93,13 @@ type PerfPySymbol struct { Padding PerfPyStrType } +type PerfSampleKey struct { + Pid uint32 + Flags uint32 + KernStack int64 + UserStack int64 +} + // LoadPerf returns the embedded CollectionSpec for Perf. func LoadPerf() (*ebpf.CollectionSpec, error) { reader := bytes.NewReader(_PerfBytes) @@ -137,12 +149,13 @@ type PerfProgramSpecs struct { // // It can be passed ebpf.CollectionSpec.Assign. type PerfMapSpecs struct { - PyEvents *ebpf.MapSpec `ebpf:"py_events"` - PyPidConfig *ebpf.MapSpec `ebpf:"py_pid_config"` - PyProgs *ebpf.MapSpec `ebpf:"py_progs"` - PyStateHeap *ebpf.MapSpec `ebpf:"py_state_heap"` - PySymbols *ebpf.MapSpec `ebpf:"py_symbols"` - Stacks *ebpf.MapSpec `ebpf:"stacks"` + Counts *ebpf.MapSpec `ebpf:"counts"` + PyPidConfig *ebpf.MapSpec `ebpf:"py_pid_config"` + PyProgs *ebpf.MapSpec `ebpf:"py_progs"` + PyStateHeap *ebpf.MapSpec `ebpf:"py_state_heap"` + PySymbols *ebpf.MapSpec `ebpf:"py_symbols"` + PythonStacks *ebpf.MapSpec `ebpf:"python_stacks"` + Stacks *ebpf.MapSpec `ebpf:"stacks"` } // PerfObjects contains all objects after they have been loaded into the kernel. @@ -164,21 +177,23 @@ func (o *PerfObjects) Close() error { // // It can be passed to LoadPerfObjects or ebpf.CollectionSpec.LoadAndAssign. type PerfMaps struct { - PyEvents *ebpf.Map `ebpf:"py_events"` - PyPidConfig *ebpf.Map `ebpf:"py_pid_config"` - PyProgs *ebpf.Map `ebpf:"py_progs"` - PyStateHeap *ebpf.Map `ebpf:"py_state_heap"` - PySymbols *ebpf.Map `ebpf:"py_symbols"` - Stacks *ebpf.Map `ebpf:"stacks"` + Counts *ebpf.Map `ebpf:"counts"` + PyPidConfig *ebpf.Map `ebpf:"py_pid_config"` + PyProgs *ebpf.Map `ebpf:"py_progs"` + PyStateHeap *ebpf.Map `ebpf:"py_state_heap"` + PySymbols *ebpf.Map `ebpf:"py_symbols"` + PythonStacks *ebpf.Map `ebpf:"python_stacks"` + Stacks *ebpf.Map `ebpf:"stacks"` } func (m *PerfMaps) Close() error { return _PerfClose( - m.PyEvents, + m.Counts, m.PyPidConfig, m.PyProgs, m.PyStateHeap, m.PySymbols, + m.PythonStacks, m.Stacks, ) } diff --git a/ebpf/python/perf_bpfel_arm64.o b/ebpf/python/perf_bpfel_arm64.o index 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a/ebpf/python/perf_bpfel_x86.go b/ebpf/python/perf_bpfel_x86.go index fd567f37c7..51373d7c62 100644 --- a/ebpf/python/perf_bpfel_x86.go +++ b/ebpf/python/perf_bpfel_x86.go @@ -12,6 +12,11 @@ import ( "github.com/cilium/ebpf" ) +type PerfGlobalConfigT struct { + BpfLogErr uint8 + BpfLogDebug uint8 +} + type PerfLibc struct { Musl bool _ [1]byte @@ -20,14 +25,10 @@ type PerfLibc struct { } type PerfPyEvent struct { - StackStatus uint8 - Err uint8 - Reserved2 uint8 - Reserved3 uint8 - Pid uint32 - KernStack int64 - StackLen uint32 - Stack [75]uint32 + K PerfSampleKey + StackLen uint32 + Stack [96]uint32 + _ [4]byte } type PerfPyOffsetConfig struct { @@ -58,9 +59,11 @@ type PerfPyPidData struct { Minor uint32 Patch uint32 } - Libc PerfLibc - _ [2]byte - TssKey int32 + Libc PerfLibc + _ [2]byte + TssKey int32 + CollectKernel uint8 + _ [3]byte } type PerfPySampleStateT struct { @@ -70,7 +73,9 @@ type PerfPySampleStateT struct { CurCpu uint32 FramePtr uint64 PythonStackProgCallCnt int64 + Sym PerfPySymbol Event PerfPyEvent + Padding uint64 } type PerfPyStrType struct { @@ -88,6 +93,13 @@ type PerfPySymbol struct { Padding PerfPyStrType } +type PerfSampleKey struct { + Pid uint32 + Flags uint32 + KernStack int64 + UserStack int64 +} + // LoadPerf returns the embedded CollectionSpec for Perf. func LoadPerf() (*ebpf.CollectionSpec, error) { reader := bytes.NewReader(_PerfBytes) @@ -137,12 +149,13 @@ type PerfProgramSpecs struct { // // It can be passed ebpf.CollectionSpec.Assign. type PerfMapSpecs struct { - PyEvents *ebpf.MapSpec `ebpf:"py_events"` - PyPidConfig *ebpf.MapSpec `ebpf:"py_pid_config"` - PyProgs *ebpf.MapSpec `ebpf:"py_progs"` - PyStateHeap *ebpf.MapSpec `ebpf:"py_state_heap"` - PySymbols *ebpf.MapSpec `ebpf:"py_symbols"` - Stacks *ebpf.MapSpec `ebpf:"stacks"` + Counts *ebpf.MapSpec `ebpf:"counts"` + PyPidConfig *ebpf.MapSpec `ebpf:"py_pid_config"` + PyProgs *ebpf.MapSpec `ebpf:"py_progs"` + PyStateHeap *ebpf.MapSpec `ebpf:"py_state_heap"` + PySymbols *ebpf.MapSpec `ebpf:"py_symbols"` + PythonStacks *ebpf.MapSpec `ebpf:"python_stacks"` + Stacks *ebpf.MapSpec `ebpf:"stacks"` } // PerfObjects contains all objects after they have been loaded into the kernel. @@ -164,21 +177,23 @@ func (o *PerfObjects) Close() error { // // It can be passed to LoadPerfObjects or ebpf.CollectionSpec.LoadAndAssign. type PerfMaps struct { - PyEvents *ebpf.Map `ebpf:"py_events"` - PyPidConfig *ebpf.Map `ebpf:"py_pid_config"` - PyProgs *ebpf.Map `ebpf:"py_progs"` - PyStateHeap *ebpf.Map `ebpf:"py_state_heap"` - PySymbols *ebpf.Map `ebpf:"py_symbols"` - Stacks *ebpf.Map `ebpf:"stacks"` + Counts *ebpf.Map `ebpf:"counts"` + PyPidConfig *ebpf.Map `ebpf:"py_pid_config"` + PyProgs *ebpf.Map `ebpf:"py_progs"` + PyStateHeap *ebpf.Map `ebpf:"py_state_heap"` + PySymbols *ebpf.Map `ebpf:"py_symbols"` + PythonStacks *ebpf.Map `ebpf:"python_stacks"` + Stacks *ebpf.Map `ebpf:"stacks"` } func (m *PerfMaps) Close() error { return _PerfClose( - m.PyEvents, + m.Counts, 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knownStacks[uint32(ck.UserStack)] = true + } } if ck.KernStack >= 0 { knownStacks[uint32(ck.KernStack)] = true @@ -289,21 +295,15 @@ func (s *session) collectRegularProfile(cb pprof.CollectProfilesCallback) error } pk := symtab.PidKey(ck.Pid) - proc := s.symCache.GetProcTableCached(pk) - if proc == nil { - proc = s.symCache.NewProcTable(pk, s.targetSymbolOptions(target)) - } - if proc.Error() != nil { - s.pids.dead[uint32(proc.Pid())] = struct{}{} - // in theory if we saw this process alive before, we could try resolving tack anyway - // it may succeed if we have same binary loaded in another process, not doing it for now - continue - } var uStack []byte var kStack []byte if s.options.CollectUser { - uStack = s.GetStack(ck.UserStack) + if isPythonStack { + uStack = s.GetPythonStack(ck.UserStack) //todo lookup batch + } else { + uStack = s.GetStack(ck.UserStack) + } } if s.options.CollectKernel { kStack = s.GetStack(ck.KernStack) @@ -313,7 +313,25 @@ func (s *session) collectRegularProfile(cb pprof.CollectProfilesCallback) error sb.reset() sb.append(s.comm(ck.Pid)) if s.options.CollectUser { - s.WalkStack(sb, uStack, proc, &stats) + if isPythonStack { + pyProc := s.pyperf.FindProc(ck.Pid) + if pyProc != nil { + s.WalkPythonStack(sb, uStack, target, pyProc, pySymbols, &stats) + } + } else { + proc := s.symCache.GetProcTableCached(pk) + if proc == nil { + proc = s.symCache.NewProcTable(pk, s.targetSymbolOptions(target)) // todo make the creation of it at profiling type selection + } + if proc.Error() != nil { + s.pids.dead[uint32(proc.Pid())] = struct{}{} + // in theory if we saw this process alive before, we could try resolving tack anyway + // it may succeed if we have same binary loaded in another process, not doing it for now + continue + } else { + s.WalkStack(sb, uStack, proc, &stats) + } + } } if s.options.CollectKernel { s.WalkStack(sb, kStack, s.symCache.GetKallsyms(), &stats) @@ -336,9 +354,14 @@ func (s *session) collectRegularProfile(cb pprof.CollectProfilesCallback) error if err = s.clearCountsMap(keys, batch); err != nil { return fmt.Errorf("clear counts map %w", err) } - if err = s.clearStacksMap(knownStacks); err != nil { + if err = s.clearStacksMap(knownStacks, s.bpf.Stacks); err != nil { return fmt.Errorf("clear stacks map %w", err) } + if s.pyperfBpf.PythonStacks != nil && len(knownPythonStacks) > 0 { + if err = s.clearStacksMap(knownPythonStacks, s.pyperfBpf.PythonStacks); err != nil { //todo use batchdelete + return fmt.Errorf("clear stacks map %w", err) + } + } return nil } @@ -382,7 +405,7 @@ func (s *session) stopLocked() { s.kprobes = nil _ = s.bpf.Close() if s.pyperf != nil { - s.pyperf.Close() + s.pyperf = nil } if s.eventsReader != nil { err := s.eventsReader.Close() @@ -478,7 +501,7 @@ func (s *session) WalkStack(sb *stackBuilder, stack []byte, resolver symtab.Symb if len(stack) == 0 { return } - var stackFrames []string + begin := len(sb.stack) for i := 0; i < 127; i++ { instructionPointerBytes := stack[i*8 : i*8+8] instructionPointer := binary.LittleEndian.Uint64(instructionPointerBytes) @@ -507,12 +530,11 @@ func (s *session) WalkStack(sb *stackBuilder, stack []byte, resolver symtab.Symb stats.unknownModules++ } } - stackFrames = append(stackFrames, name) - } - lo.Reverse(stackFrames) - for _, s := range stackFrames { - sb.append(s) + sb.append(name) } + end := len(sb.stack) + lo.Reverse(sb.stack[begin:end]) + } func (s *session) readEvents(events *perf.Reader, @@ -573,7 +595,6 @@ func (s *session) readEvents(events *perf.Reader, func (s *session) processPidInfoRequests(pidInfoRequests <-chan uint32) { for pid := range pidInfoRequests { target := s.targetFinder.FindTarget(pid) - _ = level.Debug(s.logger).Log("msg", "pid info request", "pid", pid, "target", target) func() { s.mutex.Lock() @@ -581,7 +602,6 @@ func (s *session) processPidInfoRequests(pidInfoRequests <-chan uint32) { _, alreadyDead := s.pids.dead[pid] if alreadyDead { - _ = level.Debug(s.logger).Log("msg", "pid info request for dead pid", "pid", pid) return } @@ -609,7 +629,7 @@ func (s *session) startProfilingLocked(pid uint32, target *sd.Target) { s.pyperf.RemoveDeadPID(pid) } } - s.setPidConfig(pid, typ, s.options.CollectUser, s.options.CollectKernel) + s.setPidConfig(pid, typ, s.options.CollectUser, s.collectKernelEnabled(target)) } type procInfoLite struct { @@ -635,8 +655,6 @@ func (s *session) selectProfilingType(pid uint32, target *sd.Target) procInfoLit } exe := filepath.Base(exePath) - _ = level.Debug(s.logger).Log("exe", exePath, "pid", pid) - if s.pythonEnabled(target) && strings.HasPrefix(exe, "python") || exe == "uwsgi" { return procInfoLite{pid: pid, comm: string(comm), typ: pyrobpf.ProfilingTypePython} } @@ -669,7 +687,6 @@ func (s *session) saveUnknownPIDLocked(pid uint32) { func (s *session) processDeadPIDsEvents(dead chan uint32) { for pid := range dead { - _ = level.Debug(s.logger).Log("msg", "pid dead", "pid", pid) func() { s.mutex.Lock() defer s.mutex.Unlock() @@ -682,14 +699,12 @@ func (s *session) processDeadPIDsEvents(dead chan uint32) { func (s *session) processPIDExecRequests(requests chan uint32) { for pid := range requests { target := s.targetFinder.FindTarget(pid) - _ = level.Debug(s.logger).Log("msg", "pid exec request", "pid", pid) func() { s.mutex.Lock() defer s.mutex.Unlock() _, alreadyDead := s.pids.dead[pid] if alreadyDead { - _ = level.Debug(s.logger).Log("msg", "pid exec request for dead pid", "pid", pid) return } @@ -791,10 +806,8 @@ func (s *session) checkStalePids() { if err := m.Delete(keys[i]); err != nil && !errors.Is(err, ebpf.ErrKeyNotExist) { _ = level.Error(s.logger).Log("msg", "delete stale pid", "pid", keys[i], "err", err) } - _ = level.Debug(s.logger).Log("msg", "stale pid deleted", "pid", keys[i]) continue } else { - _ = level.Debug(s.logger).Log("msg", "stale pid check : alive", "pid", keys[i], "config", fmt.Sprintf("%+v", values[i])) } } if err != nil { @@ -849,6 +862,14 @@ func overrideSymbolOptions(t *sd.Target, opt *symtab.SymbolOptions) { } } +func (s *session) collectKernelEnabled(target *sd.Target) bool { + enabled := s.options.CollectKernel + if v, present := target.GetFlag(sd.OptionCollectKernel); present { + enabled = v + } + return enabled +} + func (s *session) pythonEnabled(target *sd.Target) bool { enabled := s.options.PythonEnabled if v, present := target.GetFlag(sd.OptionPythonEnabled); present { @@ -857,6 +878,22 @@ func (s *session) pythonEnabled(target *sd.Target) bool { return enabled } +func (s *session) pythonBPFDebugLogEnabled(target *sd.Target) bool { + enabled := s.options.PythonBPFDebugLogEnabled + if v, present := target.GetFlag(sd.OptionPythonBPFDebugLogEnabled); present { + enabled = v + } + return enabled +} + +func (s *session) pythonBPFErrorLogEnabled(target *sd.Target) bool { + enabled := s.options.PythonBPFErrorLogEnabled + if v, present := target.GetFlag(sd.OptionPythonBPFErrorLogEnabled); present { + enabled = v + } + return enabled +} + type stackBuilder struct { stack []string } diff --git a/ebpf/session_maps.go b/ebpf/session_maps.go index d8383a01e1..380ce1d68c 100644 --- a/ebpf/session_maps.go +++ b/ebpf/session_maps.go @@ -84,8 +84,7 @@ func (s *session) clearCountsMap(keys []pyrobpf.ProfileSampleKey, batch bool) er return nil } -func (s *session) clearStacksMap(knownKeys map[uint32]bool) error { - m := s.bpf.Stacks +func (s *session) clearStacksMap(knownKeys map[uint32]bool, m *ebpf.Map) error { cnt := 0 errs := 0 if s.roundNumber%10 == 0 { @@ -99,7 +98,7 @@ func (s *session) clearStacksMap(knownKeys map[uint32]bool) error { if !ok { err := it.Err() if err != nil { - return fmt.Errorf("clearStacksMap fail: %w", err) + return fmt.Errorf("clearStacksMap fail: %w %s", err, m.String()) } break } @@ -116,6 +115,7 @@ func (s *session) clearStacksMap(knownKeys map[uint32]bool) error { "msg", "clearStacksMap deleted all stacks", "count", cnt, "unsuccessful", errs, + "map", m.String(), ) return nil } @@ -131,6 +131,7 @@ func (s *session) clearStacksMap(knownKeys map[uint32]bool) error { "msg", "clearStacksMap deleted known stacks", "count", cnt, "unsuccessful", errs, + "map", m.String(), ) return nil } diff --git a/ebpf/session_python.go b/ebpf/session_python.go index 6aacfa624e..4703d83e8a 100644 --- a/ebpf/session_python.go +++ b/ebpf/session_python.go @@ -3,6 +3,7 @@ package ebpfspy import ( + "encoding/binary" "fmt" "os" "strings" @@ -11,127 +12,12 @@ import ( "github.com/cilium/ebpf" "github.com/cilium/ebpf/btf" "github.com/go-kit/log/level" - "github.com/grafana/pyroscope/ebpf/pprof" "github.com/grafana/pyroscope/ebpf/pyrobpf" "github.com/grafana/pyroscope/ebpf/python" "github.com/grafana/pyroscope/ebpf/sd" "github.com/samber/lo" ) -func (s *session) collectPythonProfile(cb pprof.CollectProfilesCallback) error { - if s.pyperf == nil { - return nil - } - s.pyperfEvents = s.pyperf.CollectEvents(s.pyperfEvents) - if len(s.pyperfEvents) == 0 { - return nil - } - defer func() { - for i := range s.pyperfEvents { - s.pyperfEvents[i] = nil - } - }() - pySymbols := s.pyperf.GetLazySymbols() - - sb := &stackBuilder{} - stacktraceErrors := 0 - unknownSymbols := 0 - for _, event := range s.pyperfEvents { - stats := StackResolveStats{} - labels := s.targetFinder.FindTarget(event.Pid) - if labels == nil { - continue - } - svc := labels.ServiceName() - - sb.reset() - - proc := s.pyperf.FindProc(event.Pid) - if proc == nil { - continue - } - - sb.append(s.comm(event.Pid)) - var kStack []byte - if event.StackStatus == uint8(python.StackStatusError) { - _ = level.Debug(s.logger).Log("msg", "collect python", - "stack_status", python.StackStatus(event.StackStatus), - "pid", event.Pid, - "err", python.PyError(event.Err)) - s.options.Metrics.Python.StacktraceError.Inc() - stacktraceErrors += 1 - continue - } else { - begin := len(sb.stack) - if event.StackStatus == uint8(python.StackStatusTruncated) { - - } - for i := 0; i < int(event.StackLen); i++ { - sym, err := pySymbols.GetSymbol(event.Stack[i], svc) - if err == nil { - filename := python.PythonString(sym.File[:], &sym.FileType) - if !proc.SymbolOptions.PythonFullFilePath { - iSep := strings.LastIndexByte(filename, '/') - if iSep != 1 { - filename = filename[iSep+1:] - } - } - classname := python.PythonString(sym.Classname[:], &sym.ClassnameType) - name := python.PythonString(sym.Name[:], &sym.NameType) - if skipPythonFrame(classname, filename, name) { - continue - } - var frame string - if classname == "" { - frame = fmt.Sprintf("%s %s", filename, name) - } else { - frame = fmt.Sprintf("%s %s.%s", filename, classname, name) - } - sb.append(frame) - } else { - sb.append("pyperf_unknown") - s.options.Metrics.Python.UnknownSymbols.WithLabelValues(svc).Inc() - unknownSymbols += 1 - } - } - - end := len(sb.stack) - lo.Reverse(sb.stack[begin:end]) - } - if s.options.CollectKernel && event.KernStack != -1 { - kStack = s.GetStack(event.KernStack) - s.WalkStack(sb, kStack, s.symCache.GetKallsyms(), &stats) - } - if len(sb.stack) == 1 { - continue // only comm .. todo skip with an option - } - lo.Reverse(sb.stack) - cb(pprof.ProfileSample{ - Target: labels, - Stack: sb.stack, - Value: 1, - Value2: 0, - Pid: event.Pid, - Aggregation: pprof.SampleNotAggregated, - SampleType: pprof.SampleTypeCpu, - }) - s.collectMetrics(labels, &stats, sb) - } - if stacktraceErrors > 0 { - _ = level.Error(s.logger).Log("msg", "python stacktrace errors", "count", stacktraceErrors) - } - if unknownSymbols > 0 { - _ = level.Error(s.logger).Log("msg", "python unknown symbols", "count", unknownSymbols) - } - return nil -} - -func skipPythonFrame(classname string, filename string, name string) bool { - // for now only skip _Py_InitCleanup frames in userspace - // https://github.com/python/cpython/blob/9eb2489266c4c1f115b8f72c0728db737cc8a815/Python/specialize.c#L2534 - return classname == "" && filename == "__init__" && name == "__init__" -} - func (s *session) tryStartPythonProfiling(pid uint32, target *sd.Target, pi procInfoLite) { const nTries = 4 for i := 0; i < nTries; i++ { @@ -153,7 +39,7 @@ func (s *session) startPythonProfiling(pid uint32, target *sd.Target, pi procInf if dead { return false } - pyPerf := s.getPyPerfLocked() + pyPerf := s.getPyPerfLocked(target) if pyPerf == nil { _ = level.Error(s.logger).Log("err", "pyperf process profiling init failed. pyperf == nil", "pid", pid) pi.typ = pyrobpf.ProfilingTypeError @@ -161,7 +47,7 @@ func (s *session) startPythonProfiling(pid uint32, target *sd.Target, pi procInf return false } - pyData, err := python.GetPyPerfPidData(s.logger, pid) + pyData, err := python.GetPyPerfPidData(s.logger, pid, s.collectKernelEnabled(target)) svc := target.ServiceName() if err != nil { alive := processAlive(pid) @@ -193,7 +79,7 @@ func (s *session) startPythonProfiling(pid uint32, target *sd.Target, pi procInf } // may return nil if loadPyPerf returns error -func (s *session) getPyPerfLocked() *python.Perf { +func (s *session) getPyPerfLocked(cause *sd.Target) *python.Perf { if s.pyperf != nil { return s.pyperf } @@ -201,7 +87,7 @@ func (s *session) getPyPerfLocked() *python.Perf { return nil } s.options.Metrics.Python.Load.Inc() - pyperf, err := s.loadPyPerf() + pyperf, err := s.loadPyPerf(cause) if err != nil { s.pyperfError = err s.options.Metrics.Python.LoadError.Inc() @@ -214,28 +100,41 @@ func (s *session) getPyPerfLocked() *python.Perf { // getPyPerf is used for testing to wait for pyperf to load // it may take long time to load and verify, especially running in qemu with no kvm -func (s *session) getPyPerf() *python.Perf { +func (s *session) getPyPerf(cause *sd.Target) *python.Perf { s.mutex.Lock() defer s.mutex.Unlock() - return s.getPyPerfLocked() + return s.getPyPerfLocked(cause) } -func (s *session) loadPyPerf() (*python.Perf, error) { +func (s *session) loadPyPerf(cause *sd.Target) (*python.Perf, error) { defer btf.FlushKernelSpec() // save some memory + opts := &ebpf.CollectionOptions{ - Programs: ebpf.ProgramOptions{ - LogDisabled: true, - }, + Programs: s.progOptions(), MapReplacements: map[string]*ebpf.Map{ "stacks": s.bpf.Stacks, + "counts": s.bpf.ProfileMaps.Counts, }, } - - err := python.LoadPerfObjects(&s.pyperfBpf, opts) + spec, err := python.LoadPerf() + if err != nil { + return nil, fmt.Errorf("pyperf load %w", err) + } + err = spec.RewriteConstants(map[string]interface{}{ + "global_config": python.PerfGlobalConfigT{ + BpfLogErr: boolToU8(s.pythonBPFErrorLogEnabled(cause)), + BpfLogDebug: boolToU8(s.pythonBPFDebugLogEnabled(cause)), + }, + }) + if err != nil { + return nil, fmt.Errorf("pyperf rewrite constants %w", err) + } + err = spec.LoadAndAssign(&s.pyperfBpf, opts) if err != nil { + s.logVerifierError(err) return nil, fmt.Errorf("pyperf load %w", err) } - pyperf, err := python.NewPerf(s.logger, s.options.Metrics.Python, s.pyperfBpf.PerfMaps.PyEvents, s.pyperfBpf.PerfMaps.PyPidConfig, s.pyperfBpf.PerfMaps.PySymbols) + pyperf, err := python.NewPerf(s.logger, s.options.Metrics.Python, s.pyperfBpf.PerfMaps.PyPidConfig, s.pyperfBpf.PerfMaps.PySymbols) if err != nil { return nil, fmt.Errorf("pyperf create %w", err) } @@ -247,7 +146,79 @@ func (s *session) loadPyPerf() (*python.Perf, error) { return pyperf, nil } +func (s *session) GetPythonStack(stackId int64) []byte { + if s.pyperfBpf.PythonStacks == nil { + return nil + } + stackIdU32 := uint32(stackId) + res, err := s.pyperfBpf.PythonStacks.LookupBytes(stackIdU32) + if err != nil { + return nil + } + return res +} + +func (s *session) WalkPythonStack(sb *stackBuilder, stack []byte, target *sd.Target, proc *python.Proc, pySymbols *python.LazySymbols, stats *StackResolveStats) { + if len(stack) == 0 { + return + } + + svc := target.ServiceName() + + begin := len(sb.stack) + for len(stack) > 0 { + symbolIDBytes := stack[:4] + stack = stack[4:] + symbolID := binary.LittleEndian.Uint32(symbolIDBytes) + if symbolID == 0 { + break + } + sym, err := pySymbols.GetSymbol(symbolID, svc) + if err == nil { + filename := python.PythonString(sym.File[:], &sym.FileType) + if !proc.SymbolOptions.PythonFullFilePath { + iSep := strings.LastIndexByte(filename, '/') + if iSep != 1 { + filename = filename[iSep+1:] + } + } + classname := python.PythonString(sym.Classname[:], &sym.ClassnameType) + name := python.PythonString(sym.Name[:], &sym.NameType) + if skipPythonFrame(classname, filename, name) { + continue + } + var frame string + if classname == "" { + frame = filename + " " + name + } else { + frame = filename + " " + classname + "." + name + } + sb.append(frame) + stats.known += 1 + } else { + sb.append("pyperf_unknown") + s.options.Metrics.Python.UnknownSymbols.WithLabelValues(svc).Inc() + stats.unknownSymbols += 1 + } + } + end := len(sb.stack) + lo.Reverse(sb.stack[begin:end]) +} + +func skipPythonFrame(classname string, filename string, name string) bool { + // for now only skip _Py_InitCleanup frames in userspace + // https://github.com/python/cpython/blob/9eb2489266c4c1f115b8f72c0728db737cc8a815/Python/specialize.c#L2534 + return classname == "" && filename == "__init__" && name == "__init__" +} + func processAlive(pid uint32) bool { _, err := os.Stat(fmt.Sprintf("/proc/%d", pid)) return err == nil } + +func boolToU8(err bool) uint8 { + if err { + return 1 + } + return 0 +}