|  | # Memory: Java heap profiler | 
|  |  | 
|  | NOTE: The Java heap profiler requires Android 11 or higher | 
|  |  | 
|  | See the [Memory Guide](/docs/case-studies/memory.md#java-hprof) for getting | 
|  | started with Java heap profiling. | 
|  |  | 
|  | Conversely from the [Native heap profiler](native-heap-profiler.md), the Java | 
|  | heap profiler reports full retention graphs of managed objects but not | 
|  | call-stacks. The information recorded by the Java heap profiler is of the form: | 
|  | _Object X retains object Y, which is N bytes large, through its class member | 
|  | named Z_. | 
|  |  | 
|  | ## UI | 
|  |  | 
|  | Heap graph dumps are shown as flamegraphs in the UI after clicking on the | 
|  | diamond in the _"Heap Profile"_ track of a process. Each diamond corresponds to | 
|  | a heap dump. | 
|  |  | 
|  |  | 
|  |  | 
|  |  | 
|  |  | 
|  | ## SQL | 
|  |  | 
|  | Information about the Java Heap is written to the following tables: | 
|  |  | 
|  | * [`heap_graph_class`](/docs/analysis/sql-tables.autogen#heap_graph_class) | 
|  | * [`heap_graph_object`](/docs/analysis/sql-tables.autogen#heap_graph_object) | 
|  | * [`heap_graph_reference`](/docs/analysis/sql-tables.autogen#heap_graph_reference) | 
|  |  | 
|  | For instance, to get the bytes used by class name, run the following query. | 
|  | As-is this query will often return un-actionable information, as most of the | 
|  | bytes in the Java heap end up being primitive arrays or strings. | 
|  |  | 
|  | ```sql | 
|  | select c.name, sum(o.self_size) | 
|  | from heap_graph_object o join heap_graph_class c on (o.type_id = c.id) | 
|  | where reachable = 1 group by 1 order by 2 desc; | 
|  | ``` | 
|  |  | 
|  | |name                |sum(o.self_size)    | | 
|  | |--------------------|--------------------| | 
|  | |java.lang.String    |             2770504| | 
|  | |long[]              |             1500048| | 
|  | |int[]               |             1181164| | 
|  | |java.lang.Object[]  |              624812| | 
|  | |char[]              |              357720| | 
|  | |byte[]              |              350423| | 
|  |  | 
|  | We can use `experimental_flamegraph` to normalize the graph into a tree, always | 
|  | taking the shortest path to the root and get cumulative sizes. | 
|  | Note that this is **experimental** and the **API is subject to change**. | 
|  | From this we can see how much memory is being held by each type of object | 
|  |  | 
|  | ```sql | 
|  | select name, cumulative_size | 
|  | from experimental_flamegraph(56785646801, 1, 'graph') | 
|  | order by 2 desc; | 
|  | ``` | 
|  |  | 
|  | | name | cumulative_size | | 
|  | |------|-----------------| | 
|  | |java.lang.String|1431688| | 
|  | |java.lang.Class<android.icu.text.Transliterator>|1120227| | 
|  | |android.icu.text.TransliteratorRegistry|1119600| | 
|  | |com.android.systemui.statusbar.phone.StatusBarNotificationPresenter$2|1086209| | 
|  | |com.android.systemui.statusbar.phone.StatusBarNotificationPresenter|1085593| | 
|  | |java.util.Collections$SynchronizedMap|1063376| | 
|  | |java.util.HashMap|1063292| | 
|  |  | 
|  | ## TraceConfig | 
|  |  | 
|  | The Java heap profiler is configured through the | 
|  | [JavaHprofConfig](/docs/reference/trace-config-proto.autogen#JavaHprofConfig) | 
|  | section of the trace config. | 
|  |  | 
|  | ```protobuf | 
|  | data_sources { | 
|  | config { | 
|  | name: "android.java_hprof" | 
|  | java_hprof_config { | 
|  | process_cmdline: "com.google.android.inputmethod.latin" | 
|  | dump_smaps: true | 
|  | } | 
|  | } | 
|  | } | 
|  | ``` |