Source file ui_metrics.ml
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open! Core
module Histogram_bucket_definitions = Histogram_bucket_definitions
module Histogram = Histogram
module For_debugging = struct
let collect_all_timings = ref false
let%expect_test "collect_all_timings must be off by default" =
assert (not !collect_all_timings)
;;
end
let document_is_hidden = ref false
let num_backgrounding_changes = ref 0
let time_since_navigation_start =
ref (fun () -> Time_ns.Span.of_int63_ns (Time_now.nanosecond_counter_for_timing ()))
;;
module Over_time = struct
module Collected_at = struct
module Why = struct
type t =
| Bonsai_started
| On_interval
| Tab_hidden
| Tab_shown
| Page_was_closed
[@@deriving sexp_of, string]
end
type t =
{ why : Why.t
; timestamp : Time_ns.t
; time_since_navigation_start : Time_ns.Span.t
}
[@@deriving sexp_of]
let create why =
let timestamp, time_since_navigation_start =
if am_running_test
then Time_ns.epoch, Time_ns.Span.zero
else Time_ns.now (), !time_since_navigation_start ()
in
{ why; timestamp; time_since_navigation_start }
;;
end
module Snapshot = struct
type 'a t =
{ delta : 'a (** [delta = cumulative] when [reason = First_contentful_paint] *)
; cumulative : 'a
; collected_at : Collected_at.t
}
[@@deriving sexp_of]
end
module Cumulative_only_snapshot = struct
type 'a t =
{ cumulative : 'a
; collected_at : Collected_at.t
}
[@@deriving sexp_of]
let of_snapshot { Snapshot.cumulative; collected_at; _ } =
{ cumulative; collected_at }
;;
end
end
module One_off = struct
module Collected_at = struct
type t =
{ timestamp : Time_ns.t
; time_since_navigation_start : Time_ns.Span.t
; was_backgrounded : bool
}
[@@deriving sexp_of]
let create ~was_backgrounded =
let timestamp, time_since_navigation_start =
if am_running_test
then Time_ns.epoch, Time_ns.Span.zero
else Time_ns.now (), !time_since_navigation_start ()
in
{ was_backgrounded; timestamp; time_since_navigation_start }
;;
end
end
module Timing_histograms = struct
module Kind = struct
module Input = struct
type t =
| Telemetry_idle_callback
| Bonsai_whole_frame_loop
| Bonsai_stabilization_update_visibility
| Bonsai_stabilization_clock
| Bonsai_stabilization_action
| Bonsai_stabilization_after_apply_actions
| Bonsai_update_visibility
| Bonsai_apply_action
| Bonsai_diff_vdom
| Bonsai_patch_vdom
| Bonsai_display_handlers
| Browser_long_task
| Bonsai_start_of_frame_to_start_of_next_frame
| Bonsai_end_of_frame_to_start_of_next_frame
| Metrics_count_dom_nodes
| Bonsai_graph_application
| Bonsai_preprocess
| Bonsai_gather
[@@deriving string, sexp_of, equal, compare, hash, enumerate]
end
module Aggregated = struct
type t = Bonsai_stabilization_all
[@@deriving string, sexp_of, equal, compare, hash, enumerate]
end
module T = struct
type t =
| Input of Input.t
| Aggregated of Aggregated.t
[@@deriving equal, compare, hash, enumerate]
let sexp_of_t = function
| Aggregated x -> Aggregated.sexp_of_t x
| Input x -> Input.sexp_of_t x
;;
end
let aggregations = function
| Input.Bonsai_apply_action
| Telemetry_idle_callback
| Bonsai_whole_frame_loop
| Bonsai_graph_application
| Bonsai_preprocess
| Bonsai_gather
| Bonsai_update_visibility
| Bonsai_diff_vdom
| Bonsai_patch_vdom
| Bonsai_display_handlers
| Browser_long_task
| Bonsai_start_of_frame_to_start_of_next_frame
| Bonsai_end_of_frame_to_start_of_next_frame
| Metrics_count_dom_nodes -> []
| Bonsai_stabilization_update_visibility
| Bonsai_stabilization_clock
| Bonsai_stabilization_action
| Bonsai_stabilization_after_apply_actions ->
[ Aggregated.Bonsai_stabilization_all ]
;;
include T
include Comparator.Make (T)
let to_string = function
| Input x -> Input.to_string x
| Aggregated x -> Aggregated.to_string x
;;
let of_string = function
| "Bonsai_stabilization_all" -> Aggregated Bonsai_stabilization_all
| x -> Input (Input.of_string x)
;;
let foreground_buckets = function
| Input Bonsai_whole_frame_loop
| Input Telemetry_idle_callback
| Aggregated Bonsai_stabilization_all
| Input Bonsai_stabilization_update_visibility
| Input Bonsai_stabilization_clock
| Input Bonsai_stabilization_action
| Input Bonsai_stabilization_after_apply_actions
| Input Bonsai_update_visibility
| Input Bonsai_apply_action
| Input Bonsai_diff_vdom
| Input Bonsai_patch_vdom
| Input Bonsai_display_handlers
| Input Bonsai_start_of_frame_to_start_of_next_frame
| Input Bonsai_end_of_frame_to_start_of_next_frame
| Input Metrics_count_dom_nodes ->
Histogram_bucket_definitions.(
if am_running_test
then bg_buckets_for_short_frequent_things
else fg_buckets_for_short_frequent_things)
| Input Bonsai_graph_application
| Input Bonsai_preprocess
| Input Bonsai_gather
| Input Browser_long_task ->
Histogram_bucket_definitions.(
if am_running_test
then bg_buckets_for_rare_long_things
else fg_buckets_for_rare_long_things)
;;
let background_buckets = function
| Input Bonsai_whole_frame_loop
| Input Telemetry_idle_callback
| Aggregated Bonsai_stabilization_all
| Input Bonsai_stabilization_update_visibility
| Input Bonsai_stabilization_clock
| Input Bonsai_stabilization_action
| Input Bonsai_stabilization_after_apply_actions
| Input Bonsai_update_visibility
| Input Bonsai_apply_action
| Input Bonsai_diff_vdom
| Input Bonsai_patch_vdom
| Input Bonsai_display_handlers
| Input Bonsai_start_of_frame_to_start_of_next_frame
| Input Bonsai_end_of_frame_to_start_of_next_frame
| Input Metrics_count_dom_nodes ->
Histogram_bucket_definitions.bg_buckets_for_short_frequent_things
| Input Bonsai_graph_application
| Input Bonsai_preprocess
| Input Bonsai_gather
| Input Browser_long_task ->
Histogram_bucket_definitions.bg_buckets_for_rare_long_things
;;
end
module Snapshots = struct
type t =
| On_interval_foregrounded_only of
Time_ns.Span.t Histogram.t Over_time.Cumulative_only_snapshot.t
| On_init_visibility_change_or_hide of
{ foregrounded : Time_ns.Span.t Histogram.t Over_time.Cumulative_only_snapshot.t
; backgrounded : Time_ns.Span.t Histogram.t Over_time.Cumulative_only_snapshot.t
}
[@@deriving sexp_of]
end
module Tracker = struct
type t =
{ collector : Time_ns.Span.t Histogram.t
; mutable all_timings_for_debugging : Time_ns.Span.t list
}
let create buckets =
{ collector = Histogram.create ~buckets (); all_timings_for_debugging = [] }
;;
let observe t datum =
if !For_debugging.collect_all_timings
then t.all_timings_for_debugging <- datum :: t.all_timings_for_debugging;
Histogram.observe t.collector datum
;;
let snapshot ~why t =
{ Over_time.Cumulative_only_snapshot.cumulative = Histogram.clone t.collector
; collected_at = Over_time.Collected_at.create why
}
;;
end
module For_one = struct
type t =
{ foreground : Tracker.t
; background : Tracker.t
}
let create ~foreground_buckets ~background_buckets =
{ foreground = Tracker.create foreground_buckets
; background = Tracker.create background_buckets
}
;;
let observe t datum =
let fg_or_bg = if !document_is_hidden then t.background else t.foreground in
Tracker.observe fg_or_bg datum
;;
let take_snapshots { foreground; background } ~why =
let snapshot = Tracker.snapshot ~why in
match why with
| On_interval -> Snapshots.On_interval_foregrounded_only (snapshot foreground)
| Bonsai_started | Page_was_closed | Tab_hidden | Tab_shown ->
On_init_visibility_change_or_hide
{ foregrounded = snapshot foreground; backgrounded = snapshot background }
;;
end
let the_one_and_only = Hashtbl.create (module Kind)
let observe' kind span =
Hashtbl.update the_one_and_only kind ~f:(fun for_one ->
let for_one =
match for_one with
| None ->
For_one.create
~foreground_buckets:(Kind.foreground_buckets kind)
~background_buckets:(Kind.background_buckets kind)
| Some for_one -> for_one
in
For_one.observe for_one span;
for_one)
;;
let observe input_kind span =
observe' (Input input_kind) span;
List.iter (Kind.aggregations input_kind) ~f:(fun aggregation ->
observe' (Aggregated aggregation) span)
;;
let take_snapshots ~why =
Hashtbl.to_alist the_one_and_only
|> List.Assoc.map ~f:(fun x -> For_one.take_snapshots x ~why)
;;
end
module Counters = struct
module Kind = struct
module T = struct
type t =
| Incr_node_input
| Incr_node_value
| Incr_node_result
| Incr_node_lifecycle
| Incr_node_empty_lifecycle
| Incr_node_model
| Incr_node_model_and_input
| Incr_node_switch_model
| Incr_node_assoc_key
| Incr_node_assoc_input
| Incr_node_assoc_results
| Incr_node_assoc_lifecycles
| Incr_node_assoc_inputs
| Incr_node_path
| Incr_node_lifecycle_apply_action_pair
| Incr_skipped_stabilizations
| Ui_time_source_went_backwards
| Ui_time_source_and_async_time_source_out_of_sync
| Bonsai_switch_action_dropped
| Bonsai_leaf0_apply_action_got_dynamic_action
| Bonsai_leaf1_apply_action_got_static_action
[@@deriving string, sexp_of, equal, compare, hash]
end
include T
include Comparator.Make (T)
end
module Snapshots = struct
type t =
{ all : int Over_time.Snapshot.t
; foregrounded : int Over_time.Snapshot.t
}
[@@deriving sexp_of]
end
module Tracker = struct
type t =
{ mutable counter : int
; mutable last_sent : int
}
let create () = { counter = 0; last_sent = 0 }
let incr t = t.counter <- t.counter + 1
let snapshot ~why t =
let delta = t.counter - t.last_sent in
t.last_sent <- t.counter;
{ Over_time.Snapshot.delta
; cumulative = t.counter
; collected_at = Over_time.Collected_at.create why
}
;;
end
module For_one = struct
type t =
{ foreground : Tracker.t
; all : Tracker.t
}
let create () =
let foreground = Tracker.create () in
let all = Tracker.create () in
{ foreground; all }
;;
let observe t =
if not !document_is_hidden then Tracker.incr t.foreground;
Tracker.incr t.all
;;
let take_snapshots { foreground; all } ~why =
{ Snapshots.all = Tracker.snapshot ~why all
; foregrounded = Tracker.snapshot ~why foreground
}
;;
end
let the_one_and_only = Hashtbl.create (module Kind)
let observe kind =
Hashtbl.update the_one_and_only kind ~f:(fun for_one ->
let for_one =
match for_one with
| None -> For_one.create ()
| Some for_one -> for_one
in
For_one.observe for_one;
for_one)
;;
let take_snapshots ~why =
Hashtbl.to_alist the_one_and_only
|> List.Assoc.map ~f:(fun x -> For_one.take_snapshots x ~why)
;;
end
module One_off_timings = struct
module Kind = struct
module T = struct
type t =
| Bonsai_graph_application
| Bonsai_preprocess
| Bonsai_gather
| Incr_app_creation
| First_stabilization
| Mount_initial_dom
[@@deriving sexp_of, equal, string, compare, hash]
end
include T
include Comparator.Make (T)
end
module Reported = struct
type t =
| Not_reported
| Reported
end
module Timing = struct
type t =
{ kind : Kind.t
; value : Time_ns.Span.t
; collected_at : One_off.Collected_at.t
}
[@@deriving sexp_of]
end
let the_one_and_only = Hashtbl.create (module Kind)
let observe kind value =
let was_backgrounded = !document_is_hidden in
Hashtbl.set
the_one_and_only
~key:kind
~data:
( { Timing.kind
; value
; collected_at = One_off.Collected_at.create ~was_backgrounded
}
, Reported.Not_reported )
;;
let all_values () = Hashtbl.data the_one_and_only |> List.map ~f:fst
let new_values () =
Hashtbl.data the_one_and_only
|> List.filter_map ~f:(fun (v, reported) ->
match reported with
| Reported -> None
| Not_reported ->
Hashtbl.change the_one_and_only v.kind ~f:(function
| None -> None
| Some (v, _) -> Some (v, Reported));
Some v)
;;
end
module For_debugging_histograms = struct
let print_quantiles_for_single_tracker
?exclude_timings_lt
(t : Timing_histograms.Tracker.t)
=
let module Quantile_calc = Ui_metrics_quantile_calc in
let range_midpoint (a, b) =
Time_ns.Span.(if b = max_value_representable then a else (a + b) / 2.)
in
let quantiles = [ 0.1; 0.25; 0.5; 0.75; 0.9; 0.95; 0.99; 0.999 ] in
let all_bucket_ranges = Histogram.Buckets.bucket_ranges t.collector.buckets in
let samples, counts, bucket_ranges =
match exclude_timings_lt with
| Some filter_lt ->
let all =
List.filter t.all_timings_for_debugging ~f:(fun t ->
Time_ns.Span.(t > filter_lt))
in
let min_bucket_index, _ =
Array.findi_exn
(Histogram.Buckets.boundaries_excluding_infinity t.collector.buckets)
~f:(fun _i bucket_max -> Time_ns.Span.(bucket_max > filter_lt))
in
let counts = Array.subo t.collector.counts ~pos:min_bucket_index in
let bucket_ranges =
List.sub
all_bucket_ranges
~pos:min_bucket_index
~len:(List.length all_bucket_ranges - min_bucket_index)
in
all, counts, bucket_ranges
| None -> t.all_timings_for_debugging, t.collector.counts, all_bucket_ranges
in
match Quantile_calc.lre_quantiles ~quantiles ~counts with
| Error e ->
print_s [%message "Could not calculate histogram quantiles" (e : Error.t)]
| Ok histogram_quantile_buckets ->
let histogram_quantile_ranges =
List.map histogram_quantile_buckets ~f:(fun bucket_i ->
List.nth_exn bucket_ranges bucket_i)
in
(match Quantile_calc.list_quantiles ~quantiles samples with
| Error e ->
print_s
[%message
"Could not calculate sample quantiles"
(e : Error.t)
"Make sure you've run `bonsaiTelemetryEnableDebugging(true)`"];
List.zip_exn quantiles histogram_quantile_ranges
|> List.iter ~f:(fun (quantile, range) ->
let approx = range_midpoint range in
print_s
[%message
(quantile : float)
(approx : Time_ns.Span.t)
(range : Time_ns.Span.t * Time_ns.Span.t)])
| Ok true_quantiles ->
List.zip_exn (List.zip_exn quantiles histogram_quantile_ranges) true_quantiles
|> List.iter ~f:(fun ((quantile, range), true_v) ->
let approx = range_midpoint range in
print_s
[%message
(quantile : float)
(true_v : Time_ns.Span.t)
(approx : Time_ns.Span.t)
(range : Time_ns.Span.t * Time_ns.Span.t)]))
;;
let print_quantiles kind =
match Hashtbl.find Timing_histograms.the_one_and_only kind with
| None -> print_s [%message "No data collected yet" (kind : Timing_histograms.Kind.t)]
| Some { foreground; background } ->
print_endline "For foregrounded data:";
print_quantiles_for_single_tracker foreground;
print_endline "";
print_endline "For backgrounded data:";
print_quantiles_for_single_tracker background;
print_endline "";
print_endline "For foregrounded data (filtering insignificant):";
print_quantiles_for_single_tracker
~exclude_timings_lt:(Time_ns.Span.of_int_us 5)
foreground;
print_endline "";
print_endline "For backgrounded data (filtering insignificant):";
print_quantiles_for_single_tracker
~exclude_timings_lt:(Time_ns.Span.of_int_us 5)
background;
print_endline ""
;;
let print_data kind =
match Hashtbl.find Timing_histograms.the_one_and_only kind with
| None -> ()
| Some { foreground; background = _ } ->
let bucket_ranges = Histogram.Buckets.bucket_ranges foreground.collector.buckets in
let ranges_and_counts =
List.zip_exn bucket_ranges (Array.to_list foreground.collector.counts)
|> List.filter ~f:(fun (_, count) -> count > 0)
in
print_s [%sexp (ranges_and_counts : ((Time_ns.Span.t * Time_ns.Span.t) * int) list)]
;;
let collect_all_timings = For_debugging.collect_all_timings
let analyze_histogram_quantile_accuracy () =
List.iter Timing_histograms.Kind.all ~f:(fun kind ->
print_endline [%string "Analysis for: %{kind#Timing_histograms.Kind}"];
print_quantiles kind)
;;
end
module Private = struct
let set_document_is_hidden is_hidden =
if not (Bool.equal is_hidden !document_is_hidden)
then (
document_is_hidden := is_hidden;
incr num_backgrounding_changes)
;;
let num_backgrounding_changes () = !num_backgrounding_changes
let set_get_time_since_navigation_start f = time_since_navigation_start := f
end
module For_testing = struct
let clear () =
Hashtbl.clear Timing_histograms.the_one_and_only;
Hashtbl.clear Counters.the_one_and_only;
Hashtbl.clear One_off_timings.the_one_and_only
;;
let set_document_is_hidden = Private.set_document_is_hidden
end