Enhance heap profiler metrics
- Add a metric that reports per frame statistics for heap profile
allocations
- Enhance the process growth metric with the total (non-delta) allocations
Bug: b/133745684
Change-Id: I5af22f9873078e1f38dbcb4114240800034f0495
diff --git a/Android.bp b/Android.bp
index 852de98..7baed8d 100644
--- a/Android.bp
+++ b/Android.bp
@@ -32,6 +32,7 @@
"src/trace_processor/metrics/android/android_startup_launches.sql",
"src/trace_processor/metrics/android/android_task_state.sql",
"src/trace_processor/metrics/android/heap_profile.sql",
+ "src/trace_processor/metrics/android/heap_profile_frame_stats.sql",
"src/trace_processor/metrics/android/mem_stats_priority_breakdown.sql",
"src/trace_processor/metrics/android/process_mem.sql",
"src/trace_processor/metrics/android/process_unagg_mem_view.sql",
@@ -1303,6 +1304,7 @@
"protos/perfetto/metrics/android/batt_metric.proto",
"protos/perfetto/metrics/android/cpu_metric.proto",
"protos/perfetto/metrics/android/heap_profile.proto",
+ "protos/perfetto/metrics/android/heap_profile_frame_stats.proto",
"protos/perfetto/metrics/android/ion_metric.proto",
"protos/perfetto/metrics/android/lmk_metric.proto",
"protos/perfetto/metrics/android/mem_metric.proto",
@@ -1321,6 +1323,7 @@
"external/perfetto/protos/perfetto/metrics/android/batt_metric.pbzero.cc",
"external/perfetto/protos/perfetto/metrics/android/cpu_metric.pbzero.cc",
"external/perfetto/protos/perfetto/metrics/android/heap_profile.pbzero.cc",
+ "external/perfetto/protos/perfetto/metrics/android/heap_profile_frame_stats.pbzero.cc",
"external/perfetto/protos/perfetto/metrics/android/ion_metric.pbzero.cc",
"external/perfetto/protos/perfetto/metrics/android/lmk_metric.pbzero.cc",
"external/perfetto/protos/perfetto/metrics/android/mem_metric.pbzero.cc",
@@ -1339,6 +1342,7 @@
"protos/perfetto/metrics/android/batt_metric.proto",
"protos/perfetto/metrics/android/cpu_metric.proto",
"protos/perfetto/metrics/android/heap_profile.proto",
+ "protos/perfetto/metrics/android/heap_profile_frame_stats.proto",
"protos/perfetto/metrics/android/ion_metric.proto",
"protos/perfetto/metrics/android/lmk_metric.proto",
"protos/perfetto/metrics/android/mem_metric.proto",
@@ -1357,6 +1361,7 @@
"external/perfetto/protos/perfetto/metrics/android/batt_metric.pbzero.h",
"external/perfetto/protos/perfetto/metrics/android/cpu_metric.pbzero.h",
"external/perfetto/protos/perfetto/metrics/android/heap_profile.pbzero.h",
+ "external/perfetto/protos/perfetto/metrics/android/heap_profile_frame_stats.pbzero.h",
"external/perfetto/protos/perfetto/metrics/android/ion_metric.pbzero.h",
"external/perfetto/protos/perfetto/metrics/android/lmk_metric.pbzero.h",
"external/perfetto/protos/perfetto/metrics/android/mem_metric.pbzero.h",
diff --git a/BUILD b/BUILD
index 032a1ac..b8f18e1 100644
--- a/BUILD
+++ b/BUILD
@@ -39,6 +39,7 @@
"src/trace_processor/metrics/android/android_startup_launches.sql",
"src/trace_processor/metrics/android/android_task_state.sql",
"src/trace_processor/metrics/android/heap_profile.sql",
+ "src/trace_processor/metrics/android/heap_profile_frame_stats.sql",
"src/trace_processor/metrics/android/mem_stats_priority_breakdown.sql",
"src/trace_processor/metrics/android/process_mem.sql",
"src/trace_processor/metrics/android/process_unagg_mem_view.sql",
diff --git a/protos/BUILD b/protos/BUILD
index 2c13660..315333e 100644
--- a/protos/BUILD
+++ b/protos/BUILD
@@ -236,6 +236,7 @@
"perfetto/metrics/android/batt_metric.proto",
"perfetto/metrics/android/cpu_metric.proto",
"perfetto/metrics/android/heap_profile.proto",
+ "perfetto/metrics/android/heap_profile_frame_stats.proto",
"perfetto/metrics/android/ion_metric.proto",
"perfetto/metrics/android/lmk_metric.proto",
"perfetto/metrics/android/mem_metric.proto",
@@ -282,6 +283,7 @@
"perfetto/metrics/android/batt_metric.proto",
"perfetto/metrics/android/cpu_metric.proto",
"perfetto/metrics/android/heap_profile.proto",
+ "perfetto/metrics/android/heap_profile_frame_stats.proto",
"perfetto/metrics/android/ion_metric.proto",
"perfetto/metrics/android/lmk_metric.proto",
"perfetto/metrics/android/mem_metric.proto",
diff --git a/protos/perfetto/metrics/android/BUILD.gn b/protos/perfetto/metrics/android/BUILD.gn
index 6a560dc..8f753d3 100644
--- a/protos/perfetto/metrics/android/BUILD.gn
+++ b/protos/perfetto/metrics/android/BUILD.gn
@@ -27,6 +27,7 @@
"powrails_metric.proto",
"startup_metric.proto",
"heap_profile.proto",
+ "heap_profile_frame_stats.proto",
"package_list.proto",
]
diff --git a/protos/perfetto/metrics/android/heap_profile_frame_stats.proto b/protos/perfetto/metrics/android/heap_profile_frame_stats.proto
new file mode 100644
index 0000000..24a4877
--- /dev/null
+++ b/protos/perfetto/metrics/android/heap_profile_frame_stats.proto
@@ -0,0 +1,45 @@
+/*
+ * Copyright (C) 2019 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+syntax = "proto2";
+option optimize_for = LITE_RUNTIME;
+
+package perfetto.protos;
+
+message HeapProfileFrameStats {
+ message Frame { optional string name = 1; }
+
+ message FrameStats {
+ optional Frame frame = 1;
+
+ // Count of objects allocated by this frame
+ optional int64 total_count = 2;
+ // Count of bytes allocated by this frame
+ optional int64 total_bytes = 3;
+
+ // Count of allocated objects that were not freed
+ optional int64 delta_count = 4;
+ // Count of allocated bytes that were not freed
+ optional int64 delta_bytes = 5;
+ }
+
+ message ProcessInstanceStats {
+ optional string process_name = 1;
+ repeated FrameStats frame_stats = 2;
+ }
+
+ repeated ProcessInstanceStats instance_stats = 1;
+}
diff --git a/protos/perfetto/metrics/android/process_growth.proto b/protos/perfetto/metrics/android/process_growth.proto
index 100c440..50fcec5 100644
--- a/protos/perfetto/metrics/android/process_growth.proto
+++ b/protos/perfetto/metrics/android/process_growth.proto
@@ -19,14 +19,19 @@
package perfetto.protos;
message AndroidProcessGrowth {
- // Next id: 6
+ // Next id: 7
message InstanceMetrics {
optional uint32 pid = 1;
optional string process_name = 2;
optional int64 anon_and_swap_start_value = 5;
optional int64 anon_and_swap_change_bytes = 3;
+
+ // Bytes allocated via malloc but not freed.
+ // Only applicable with a heap profile.
optional int64 malloc_memory_change_bytes = 4;
+ // Total bytes allocated via malloc. Only applicable with a heap profile.
+ optional int64 malloc_memory_total_allocated_bytes = 6;
}
// Process memory per process instance.
diff --git a/protos/perfetto/metrics/metrics.proto b/protos/perfetto/metrics/metrics.proto
index d779c18..a3b3591 100644
--- a/protos/perfetto/metrics/metrics.proto
+++ b/protos/perfetto/metrics/metrics.proto
@@ -29,6 +29,7 @@
import "perfetto/metrics/android/powrails_metric.proto";
import "perfetto/metrics/android/startup_metric.proto";
import "perfetto/metrics/android/heap_profile.proto";
+import "perfetto/metrics/android/heap_profile_frame_stats.proto";
import "perfetto/metrics/android/package_list.proto";
// Trace processor metadata (taken from the stats table schema and contents).
@@ -46,7 +47,7 @@
// Root message for all Perfetto-based metrics.
//
-// Next id: 13
+// Next id: 14
message TraceMetrics {
// Battery counters metric on Android.
optional AndroidBatteryMetric android_batt = 5;
@@ -81,9 +82,12 @@
// Startup metrics on Android (owned by the Android Telemetry team).
optional AndroidStartupMetric android_startup = 2;
- // Heap profile stats.
+ // Heap profiler callsites.
optional HeapProfile heap_profile = 4;
+ // Heap profiler frame statistics.
+ optional HeapProfileFrameStats heap_profile_frame_stats = 13;
+
// Trace metadata (applicable to all traces).
optional TraceMetadata trace_metadata = 3;
diff --git a/src/trace_processor/metrics/BUILD.gn b/src/trace_processor/metrics/BUILD.gn
index 809032d..5b1ca8e 100644
--- a/src/trace_processor/metrics/BUILD.gn
+++ b/src/trace_processor/metrics/BUILD.gn
@@ -31,6 +31,7 @@
"android/android_startup_cpu.sql",
"android/android_package_list.sql",
"android/heap_profile.sql",
+ "android/heap_profile_frame_stats.sql",
"android/process_unagg_mem_view.sql",
"android/process_mem.sql",
"android/mem_stats_priority_breakdown.sql",
diff --git a/src/trace_processor/metrics/android/android_process_growth.sql b/src/trace_processor/metrics/android/android_process_growth.sql
index 8a622bd..956ce92 100644
--- a/src/trace_processor/metrics/android/android_process_growth.sql
+++ b/src/trace_processor/metrics/android/android_process_growth.sql
@@ -16,14 +16,18 @@
SELECT RUN_METRIC('android/process_mem.sql');
-CREATE VIEW malloc_memory_growth AS
-SELECT
- upid,
- SUM(size) AS growth
+CREATE VIEW malloc_memory_delta AS
+SELECT upid, SUM(size) AS delta
FROM heap_profile_allocation
GROUP BY 1;
-CREATE VIEW anon_and_swap_growth AS
+CREATE VIEW malloc_memory_allocated AS
+SELECT upid, SUM(size) AS total
+FROM heap_profile_allocation
+WHERE size > 0
+GROUP BY 1;
+
+CREATE VIEW anon_and_swap_delta AS
SELECT DISTINCT
upid,
FIRST_VALUE(anon_and_swap_val) OVER upid_window AS start_val,
@@ -39,12 +43,14 @@
SELECT
process.pid AS pid,
process.name AS process_name,
- CAST(asg.start_val AS BIG INT) AS anon_and_swap_start_value,
- CAST(asg.end_val - asg.start_val AS BIG INT) AS anon_and_swap_change,
- malloc_memory_growth.growth AS malloc_change
-FROM anon_and_swap_growth AS asg
+ CAST(asd.start_val AS BIG INT) AS anon_and_swap_start_value,
+ CAST(asd.end_val - asd.start_val AS BIG INT) AS anon_and_swap_change,
+ malloc_memory_delta.delta AS malloc_memory_delta,
+ malloc_memory_allocated.total AS malloc_memory_total
+FROM anon_and_swap_delta AS asd
JOIN process USING (upid)
-LEFT JOIN malloc_memory_growth USING (upid);
+LEFT JOIN malloc_memory_delta USING (upid)
+LEFT JOIN malloc_memory_allocated USING (upid);
CREATE VIEW instance_metrics_proto AS
SELECT AndroidProcessGrowth_InstanceMetrics(
@@ -52,7 +58,8 @@
'process_name', process_name,
'anon_and_swap_start_value', anon_and_swap_start_value,
'anon_and_swap_change_bytes', anon_and_swap_change,
- 'malloc_memory_change_bytes', malloc_change
+ 'malloc_memory_change_bytes', malloc_memory_delta,
+ 'malloc_memory_total_allocated_bytes', malloc_memory_total
) AS instance_metric
FROM process_growth;
diff --git a/src/trace_processor/metrics/android/heap_profile_frame_stats.sql b/src/trace_processor/metrics/android/heap_profile_frame_stats.sql
new file mode 100644
index 0000000..f8b4ec7
--- /dev/null
+++ b/src/trace_processor/metrics/android/heap_profile_frame_stats.sql
@@ -0,0 +1,69 @@
+--
+-- Copyright 2019 The Android Open Source Project
+--
+-- Licensed under the Apache License, Version 2.0 (the "License");
+-- you may not use this file except in compliance with the License.
+-- You may obtain a copy of the License at
+--
+-- https://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+
+CREATE VIEW totals_per_frame AS
+SELECT upid, frame_id, SUM(count) AS total_count, SUM(size) AS total_size
+FROM heap_profile_allocation hpa
+JOIN heap_profile_callsite hpc
+ON hpa.callsite_id = hpc.id
+WHERE count > 0
+GROUP BY 1, 2;
+
+CREATE VIEW deltas_per_frame AS
+SELECT upid, frame_id, SUM(count) AS delta_count, SUM(size) AS delta_size
+FROM heap_profile_allocation hpa
+JOIN heap_profile_callsite hpc
+ON hpa.callsite_id = hpc.id
+GROUP BY 1, 2;
+
+CREATE VIEW frame_stats AS
+SELECT
+ upid,
+ HeapProfileFrameStats_Frame('name', frame.name) AS frame_proto,
+ totals.total_count,
+ totals.total_size,
+ deltas.delta_count,
+ deltas.delta_size
+FROM totals_per_frame totals
+JOIN deltas_per_frame deltas USING (upid, frame_id)
+JOIN heap_profile_frame frame ON totals.frame_id = frame.id;
+
+CREATE VIEW frame_stats_proto AS
+SELECT
+ upid,
+ RepeatedField(
+ HeapProfileFrameStats_FrameStats(
+ 'frame', frame_proto,
+ 'total_count', total_count,
+ 'total_bytes', total_size,
+ 'delta_count', delta_count,
+ 'delta_bytes', delta_size
+ )
+ ) AS repeated_frame_stats
+FROM frame_stats
+GROUP BY 1;
+
+CREATE VIEW instance_stats_view AS
+SELECT HeapProfileFrameStats_ProcessInstanceStats(
+ 'process_name', process.name,
+ 'frame_stats', repeated_frame_stats
+) AS instance_stats_proto
+FROM frame_stats_proto JOIN process USING (upid);
+
+CREATE VIEW heap_profile_frame_stats_output AS
+SELECT HeapProfileFrameStats(
+ 'instance_stats', (SELECT RepeatedField(instance_stats_proto) FROM instance_stats_view)
+);
diff --git a/src/trace_processor/metrics/metrics.descriptor.h b/src/trace_processor/metrics/metrics.descriptor.h
index 07ad0fd..2521480 100644
--- a/src/trace_processor/metrics/metrics.descriptor.h
+++ b/src/trace_processor/metrics/metrics.descriptor.h
@@ -12,14 +12,14 @@
// SHA1(tools/gen_binary_descriptors)
// 750d7d8f95621b45d4b6430d6f8808087a8702e6
// SHA1(protos/perfetto/metrics/metrics.proto)
-// 09955a45e49047eef4ee0fab1e5c95483ca8a91f
+// 5c43a261c28e0737d6f235830907ad49148f8f05
// This is the proto Metrics encoded as a ProtoFileDescriptor to allow
// for reflection without libprotobuf full/non-lite protos.
namespace perfetto {
-constexpr std::array<uint8_t, 8461> kMetricsDescriptor{
+constexpr std::array<uint8_t, 9288> kMetricsDescriptor{
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@@ -245,13 +245,13 @@
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+ 0x65, 0x53, 0x74, 0x61, 0x74, 0x73, 0x52, 0x15, 0x68, 0x65, 0x61, 0x70,
+ 0x50, 0x72, 0x6f, 0x66, 0x69, 0x6c, 0x65, 0x46, 0x72, 0x61, 0x6d, 0x65,
+ 0x53, 0x74, 0x61, 0x74, 0x73, 0x12, 0x45, 0x0a, 0x0e, 0x74, 0x72, 0x61,
+ 0x63, 0x65, 0x5f, 0x6d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x18,
+ 0x03, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x1e, 0x2e, 0x70, 0x65, 0x72, 0x66,
+ 0x65, 0x74, 0x74, 0x6f, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x73, 0x2e,
+ 0x54, 0x72, 0x61, 0x63, 0x65, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74,
+ 0x61, 0x52, 0x0d, 0x74, 0x72, 0x61, 0x63, 0x65, 0x4d, 0x65, 0x74, 0x61,
+ 0x64, 0x61, 0x74, 0x61, 0x2a, 0x06, 0x08, 0xc2, 0x03, 0x10, 0xf4, 0x03,
+ 0x2a, 0x06, 0x08, 0xf4, 0x03, 0x10, 0xe9, 0x07, 0x42, 0x02, 0x48, 0x03}};
} // namespace perfetto
diff --git a/test/metrics/heap_profile.out b/test/metrics/heap_profile.out
new file mode 100644
index 0000000..832de85
--- /dev/null
+++ b/test/metrics/heap_profile.out
@@ -0,0 +1,20 @@
+heap_profile {
+ profile {
+ process_name: "system_server"
+ callsite_stats {
+ callsite {
+ frame {
+ name: "f3"
+ }
+ frame {
+ name: "f2"
+ }
+ frame {
+ name: "f1"
+ }
+ }
+ allocs_self_count: 1
+ allocs_self_bytes: 1000
+ }
+ }
+}
diff --git a/test/metrics/heap_profile.py b/test/metrics/heap_profile.py
new file mode 100644
index 0000000..2a0ec09
--- /dev/null
+++ b/test/metrics/heap_profile.py
@@ -0,0 +1,67 @@
+#!/usr/bin/python
+# Copyright (C) 2018 The Android Open Source Project
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from os import sys, path
+sys.path.append(path.dirname(path.dirname(path.abspath(__file__))))
+import synth_common
+
+class ProfileBuilder(object):
+ def __init__(self, pid, profile_packet):
+ self.profile_packet = profile_packet
+ self.profile_packet.mappings.add().iid = 1 # Dummy mapping
+ self.process_dump = profile_packet.process_dumps.add()
+ self.process_dump.pid = pid
+ self.interned = {}
+
+ def add_sample(self, callstack_id, allocs, frees):
+ sample = self.process_dump.samples.add()
+ sample.callstack_id = callstack_id
+ sample.self_allocated = 1000 * allocs
+ sample.self_freed = 1000 * frees
+ sample.alloc_count = allocs
+ sample.free_count = frees
+
+ def add_callstack(self, id, frames):
+ callstack = self.profile_packet.callstacks.add()
+ callstack.iid = id
+ fid = 1
+ for frame in frames:
+ callstack.frame_ids.append(fid)
+ frame_proto = self.profile_packet.frames.add()
+ frame_proto.iid = fid
+ frame_proto.function_name_id = self._intern(frame)
+ frame_proto.mapping_id = 1
+ fid += 1
+
+ def _intern(self, value):
+ if value in self.interned:
+ return self.interned[value]
+ next_id = len(self.interned) + 1
+ self.interned[value] = next_id
+ s = self.profile_packet.strings.add()
+ s.iid = next_id
+ s.str = value
+ return next_id
+
+trace = synth_common.create_trace()
+trace.add_process_tree_packet()
+trace.add_process(1, 0, 'init')
+trace.add_process(pid=2, ppid=1, cmdline='system_server')
+
+pbuilder = ProfileBuilder(pid=2, profile_packet=trace.add_profile_packet(ts=10))
+pbuilder.add_sample(callstack_id=1, allocs=2, frees=1)
+pbuilder.add_callstack(id=1, frames=['f1', 'f2', 'f3'])
+
+print(trace.trace.SerializeToString())
diff --git a/test/metrics/heap_profile_frame_stats.out b/test/metrics/heap_profile_frame_stats.out
new file mode 100644
index 0000000..2d077f0
--- /dev/null
+++ b/test/metrics/heap_profile_frame_stats.out
@@ -0,0 +1,14 @@
+heap_profile_frame_stats {
+ instance_stats {
+ process_name: "system_server"
+ frame_stats {
+ frame {
+ name: "f3"
+ }
+ total_count: 2
+ total_bytes: 2000
+ delta_count: 1
+ delta_bytes: 1000
+ }
+ }
+}
diff --git a/test/metrics/index b/test/metrics/index
index 0caa246..0eb1db0 100644
--- a/test/metrics/index
+++ b/test/metrics/index
@@ -17,3 +17,6 @@
android_startup_powrails.py android_powrails android_startup_powrails.out
android_package_list.py android_package_list android_package_list.out
+
+heap_profile.py heap_profile heap_profile.out
+heap_profile.py heap_profile_frame_stats heap_profile_frame_stats.out
diff --git a/test/synth_common.py b/test/synth_common.py
index bef4d0c..275b7ef 100644
--- a/test/synth_common.py
+++ b/test/synth_common.py
@@ -227,6 +227,10 @@
pinfo.uid = uid
pinfo.version_code = version_code
+ def add_profile_packet(self, ts):
+ packet = self.add_packet()
+ packet.timestamp = ts
+ return packet.profile_packet
def create_trace():
parser = argparse.ArgumentParser()
