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-# Synchronization of multiple clock domains
-
-As per [6756fb05][6756fb05] Perfetto allows to deal with events using different
-clock domains. On top of the default set of builtin clock domains, new clock
-domains can be dynamically created at trace-time.
-
-Clock domains are allowed to drift from each other.
-At import time, Perfetto's [Trace Processor](/docs/trace-processor.md) is able
-to rebuild the clock graph and use that to re-synchronize events on a global
-trace time, as long as [ClockSnapshot][clock_snapshot] packets are present in
-the trace.
-
-Problem statement
------------------
-In a complex multi-producer scenario, different data source can emit events
-using different clock domains.
-
-Some examples:
-
-* On Linux/Android, Ftrace events are emitted using the `CLOCK_BOOTTIME` clock,
- but the Android event log uses `CLOCK_REALTIME`.
- Some other data sources can use `CLOCK_MONOTONIC`.
- These clocks can drift over time from each other due to suspend/resume.
-* Graphics-related events are typically timestamped by the GPU, which can use a
- hardware clock source that drifts from the system clock.
-
-At trace-time, the data sources might not be able to use `CLOCK_BOOTTIME` (or
-even when possible, doing so might be prohibitively expensive).
-
-To solve this, we allow events to be recorded with different clock domains and
-re-synchronize them at import time using clock snapshots.
-
-Trace proto syntax
-------------------
-
-Clock synchronization is based on two elements of the trace:
-
-### 1. The [`timestamp_clock_id`][timestamp_clock_id] field of TracePacket
-
-```proto
-message TracePacket {
- optional uint64 timestamp = 8;
-
- // Specifies the ID of the clock used for the TracePacket |timestamp|. Can be
- // one of the built-in types from ClockSnapshot::BuiltinClocks, or a
- // producer-defined clock id.
- // If unspecified it defaults to BuiltinClocks::BOOTTIME.
- optional uint32 timestamp_clock_id = 58;
-
-```
-
-This (optional) field determines the clock domain for the packet.
-If omitted it refers to the default clock domain of the trace
-(`CLOCK_BOOTTIME` for Linux/Android).
-It present, this field can be set to either:
-
-* One of the [builtin clocks defined in clock_snapshot.proto][builtin_clocks]
- (e.g., `CLOCK_BOOTTIME`, `CLOCK_REALTIME`, `CLOCK_MONOTONIC`). These clocks
- have an ID <= 63.
-* A custom sequence-scoped clock, with 64 <= ID < 128
-* A custom globally-scoped clock, with 128 <= ID < 2**32
-
-#### Builtin clocks
-Builtin clocks cover the most common case of data sources using one of the
-POSIX clocks (see `man clock_gettime`). These clocks are periodically
-snapshotted by the `traced` service. The producer doesn't need to do anything
-else other than setting the `timestamp_clock_id` field in order to emit events
-that are use these clocks.
-
-#### Sequence-scoped clocks
-Sequence-scoped clocks are application-defined clock domains that are valid only
-within the sequence of TracePacket(s) written by the same `TraceWriter`
-(i.e. TracePacket that have the same `trusted_packet_sequence_id` field).
-In most cases this really means *"events emitted by the same data source on
-the same thread"*.
-
-This covers the most common use case of a clock domain that is used only within
-a data source and not shared across different data sources.
-The main advantage of sequence-scoped clocks is that avoids the ID
-disambiguation problem and JustWorks&trade; for the most simple cases.
-
-In order to make use of a custom sequence-scoped clock domain a data source
-must:
-
-* Emit its packets with a `timestamp_clock_id` in the range [64, 127]
-* Emit at least once a [`ClockSnapshot`][clock_snapshot] packet.
-
-Such `ClockSnapshot`:
-
-* Must be emitted on the same sequence (i.e. by the same `TraceWriter`) that is
- used to emit other `TracePacket`(s) that refer to such `timestamp_clock_id`.
-* Must be emitted before the custom clock is referred to by any `TracePacket`
- written by the same `TraceWriter`.
-* Must contain a snapshot of: (i) the custom clock id [64, 127] and (ii) another
- clock domain that can be resolved, at import time, against the default trace
- clock domain (`CLOCK_BOOTTIME`) (see the [Operation section](#operation)
- below).
-
-Collisions of `timestamp_clock_id` across two different `TraceWriter` sequences
-are okay. E.g., two data sources, unaware of each other, can both use clock ID
-64 to refer to two different clock domains.
-
-#### Globally-scoped clocks
-Globally-scoped clock domains work similarly to sequence-scoped clock domains,
-with the only difference that their scope is global and applies to all
-`TracePacket`(s) of the trace.
-
-The same `ClockSnapshot` rules as above apply. The only difference is that once
-a `ClockSnapshot` defines a clock domain with ID >= 128, that clock domain can
-be referred to by any `TracePacket` written by any `TraceWriter` sequence.
-
-Care must be taken to avoid collisions between global clock domains defined by
-different data sources unaware of each other.
-
-As such, it is **strongly discouraged** to just use the ID 128 (or any other
-arbitrarily chosen value). Instead the recommended pattern is:
-
-* Chose a fully qualified name for the clock domain
- (e.g. `com.example.my_subsystem`)
-* Chose the clock ID as `(HASH("com.example.my_subsystem") + 128) & 0xFFFFFFF`
- where `HASH(x)` is the FNV-1a hash of the fully qualified clock domain name.
-
-### 2. The [`ClockSnapshot`][clock_snapshot] trace packet
-
-The [`ClockSnapshot`][clock_snapshot] packet defines sync points between two or
-more clock domains. It conveys the notion *"at this point in time, the timestamp
-of the clock domains X,Y,Z was 1000, 2000, 3000."*.
-
-The trace importer ([Trace Processor](/docs/trace-processor.md)) uses this
-information to establish a mapping between these clock domain. For instance,
-to realize that 1042 on clock domain X == 3042 on clock domain Z.
-
-The `traced` service automatically emits `ClockSnapshot` packets for the builtin
-clock domains on a regular basis.
-
-A data source should emit `ClockSnapshot` packets only when using custom clock
-domains, either sequence-scoped or globally-scoped.
-
-It is *not* mandatory that the `ClockSnapshot` for a custom clock domain
-contains also a snapshot of `CLOCK_BOOTTIME` (although it is advisable to do
-so when possible). The Trace Processor can deal with multi-path clock domain
-resolution based on graph traversal (see the [Operation](#operation) section).
-
-## Operation
-
-At import time Trace Processor will attempt to convert the timestamp of each
-TracePacket down to the trace clock domain (`CLOCK_BOOTTIME`) using the
-`ClockSnapshot` packets seen until then using nearest neighbor approximation.
-
-For instance, assume that the trace contains `ClockSnapshot` for
-`CLOCK_BOOTTIME` and `CLOCK_MONOTONIC` as follows:
-
-```python
-CLOCK_MONOTONIC 1000 1100 1200 1900 ... 2000 2100
-CLOCK_BOOTTIME 2000 2100 2200 2900 ... 3500 3600
-```
-
-In this example `CLOCK_MONOTONIC` is 1000 ns ahead of `CLOCK_BOOTTIME` until
-T=2900. Then the two clocks go out of sync (e.g. the device is suspended) and,
-on the next snapshot, the two clocks are 1500 ns apart.
-
-If a `TracePacket` with `timestamp_clock_id=CLOCK_MONOTONIC` and
-`timestamp=1104` is seen, the clock sync logic will:
-
-1. Find the latest snapshot for `CLOCK_MONOTONIC` <= 1104 (in the example above
- the 2nd one with `CLOCK_MONOTONIC=1100`)
-2. Compute the clock domain conversion to `CLOCK_BOOTTIME` by applying the
- delta (1104 - 1100) to the corresponding `CLOCK_BOOTTIME` snapshot
- (2100, so 2100 + (1104 - 1100) -> 2104).
-
-The example above is rather simple, because the source clock domain (i.e. the
-one specified by the `timestamp_clock_id` field) and the target clock domain
-(i.e. the trace time, `CLOCK_BOTTIME`) are snapshotted within the same
-`ClockSnapshot` packets.
-
-Clock domain conversion is possible also in more complex scenarios where the
-two domains are not directly connected, as long as a path exist between the two.
-
-In this sense `ClockSnapshot` packets define edges of an acyclic graph that is
-queried to perform clock domain conversions. All types of clock domains can be
-used in the graph search.
-
-In the more general case, the clock domain conversion logic operates as follows:
-
-* The shortest path between the source and target clock domains is identified,
- using a breadth first search in the graph.
-* For each clock domain of the path identified, the timestamp is converted using
- the aforementioned nearest neighbor resolution.
-
-This allows to deal with complex scenarios as follows:
-
-```python
-CUSTOM_CLOCK 1000 3000
-CLOCK_MONOTONIC 1100 1200 3200 4000
-CLOCK_BOOTTIME 5200 9000
-```
-
-In the example above, there is no snapshot that directly links `CUSTOM_CLOCK`
-and `CLOCK_BOOTTIME`. However there is an indirect path that allows a conversion
-via `CUSTOM_CLOCK -> CLOCK_MONOTONIC -> CLOCK_BOOTTIME`.
-
-This allows to synchronize a hypothetical `TracePacket` that has
-`timestamp_clock_id=CUSTOM_CLOCK` and `timestamp=3503` as follows:
-
-```python
-#Step 1
-CUSTOM_CLOCK = 3503
-Nearest snapshot: {CUSTOM_CLOCK:3000, CLOCK_MONOTONIC:3200}
-CLOCK_MONOTONIC = (3503 - 3000) + 3200 = 3703
-
-#Step 2
-CLOCK_MONOTONIC = 3703
-Nearest snapshot: {CLOCK_MONOTONIC:1200, CLOCK_BOOTTIME:5200}
-CLOCK_BOOTTIME = (3703 - 1200) + 5200 = 7703
-```
-
-Caveats
--------
-Clock resolution between two domains (A,B) is allowed only as long as all the
-clock domains in the A -> B path are monotonic (or at least look so in the
-`ClockSnapshot` packets).
-If non-monotonicity is detected at import time, the clock domain is excluded as
-a source path in the graph search and is allowed only as a target path.
-
-For instance, imagine capturing a trace that has both `CLOCK_BOOTTIME`
-and `CLOCK_REALTIME` in the night when daylight saving is applied, when the
-real-time clock jumps back from 3AM to 2AM.
-
-Such a trace would contain several snapshots that break bijectivity between the
-two clock domains. In this case converting a `CLOCK_BOOTTIME` timestamp to
-`CLOCK_REALTIME` is always possible without ambiguities (eventually two distinct
-timestamps can be resolved against the same `CLOCK_REALTIME` timestamp).
-The opposite is not allowed, because `CLOCK_REALTIME` timestamps between 2AM
-and 3AM are ambiguous and could be resolved against two different
-`CLOCK_BOOTTIME` timestamps).
-
-[6756fb05]: https://android-review.googlesource.com/c/platform/external/perfetto/+/1101915/
-[clock_snapshot]: https://android.googlesource.com/platform/external/perfetto/+/refs/heads/master/protos/perfetto/trace/clock_snapshot.proto
-[timestamp_clock_id]: https://android.googlesource.com/platform/external/perfetto/+/3e7ca4f5893f7d762ec24a2eac9a47343b226c6c/protos/perfetto/trace/trace_packet.proto#68
-[builtin_clocks]: https://android.googlesource.com/platform/external/perfetto/+/3e7ca4f5893f7d762ec24a2eac9a47343b226c6c/protos/perfetto/trace/clock_snapshot.proto#25