From e468f3b81f7efcdea8608bf9db3ef18f5b156fff Mon Sep 17 00:00:00 2001 From: Sandy Spicer Date: Thu, 17 Oct 2024 13:12:04 -0700 Subject: [PATCH] feat: enable trend actors in udfs (and enable matched recordings for trends) (#25641) Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com> --- docker/clickhouse/user_defined_function.xml | 14 +- .../src/scenes/funnels/FunnelLineGraph.tsx | 1 + funnel-udf/src/trends.rs | 60 +- .../insights/funnels/__init__.py | 7 +- .../funnel_correlation_query_runner.py | 4 +- ...ict_persons.py => funnel_strict_actors.py} | 0 ...nds_persons.py => funnel_trends_actors.py} | 0 .../insights/funnels/funnel_trends_udf.py | 101 +- .../insights/funnels/funnel_udf.py | 40 +- ..._persons.py => funnel_unordered_actors.py} | 0 .../test_funnel_correlation_actors_udf.ambr | 146 +-- .../test_funnel_correlation_udf.ambr | 172 ++-- .../test_funnel_persons_udf.ambr | 6 +- .../test_funnel_strict_persons_udf.ambr | 6 +- .../__snapshots__/test_funnel_strict_udf.ambr | 12 +- .../test_funnel_trends_actors.ambr | 520 +++++++++++ .../test_funnel_trends_actors_udf.ambr | 217 +++++ .../__snapshots__/test_funnel_trends_udf.ambr | 24 +- .../test/__snapshots__/test_funnel_udf.ambr | 32 +- ...ersons.py => test_funnel_trends_actors.py} | 8 +- .../test/test_funnel_trends_actors_udf.py | 12 + .../hogql_queries/insights/funnels/utils.py | 11 +- posthog/udf_versioner.py | 14 +- posthog/user_scripts/aggregate_funnel_aarch64 | Bin 627216 -> 628200 bytes posthog/user_scripts/aggregate_funnel_x86_64 | Bin 637856 -> 637704 bytes .../latest_user_defined_function.xml | 881 ++++++------------ posthog/user_scripts/v0/aggregate_funnel | 9 - .../user_scripts/v0/aggregate_funnel_aarch64 | Bin 627216 -> 0 bytes .../v0/aggregate_funnel_array_trends.py | 9 - .../v0/aggregate_funnel_array_trends_test.py | 13 - .../v0/aggregate_funnel_cohort_trends.py | 9 - .../user_scripts/v0/aggregate_funnel_test.py | 14 - .../v0/aggregate_funnel_trends.py | 132 --- .../user_scripts/v0/aggregate_funnel_x86_64 | Bin 637856 -> 0 bytes .../user_scripts/v0/user_defined_function.xml | 589 ------------ 35 files changed, 1359 insertions(+), 1704 deletions(-) rename posthog/hogql_queries/insights/funnels/{funnel_strict_persons.py => funnel_strict_actors.py} (100%) rename posthog/hogql_queries/insights/funnels/{funnel_trends_persons.py => funnel_trends_actors.py} (100%) rename posthog/hogql_queries/insights/funnels/{funnel_unordered_persons.py => funnel_unordered_actors.py} (100%) create mode 100644 posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors.ambr create mode 100644 posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors_udf.ambr rename posthog/hogql_queries/insights/funnels/test/{test_funnel_trends_persons.py => test_funnel_trends_actors.py} (97%) create mode 100644 posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors_udf.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_aarch64 delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_array_trends.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_array_trends_test.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_cohort_trends.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_test.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_trends.py delete mode 100755 posthog/user_scripts/v0/aggregate_funnel_x86_64 delete mode 100644 posthog/user_scripts/v0/user_defined_function.xml diff --git a/docker/clickhouse/user_defined_function.xml b/docker/clickhouse/user_defined_function.xml index b8fac26d188..b48169884a5 100644 --- a/docker/clickhouse/user_defined_function.xml +++ b/docker/clickhouse/user_defined_function.xml @@ -138,7 +138,7 @@ executable_pool aggregate_funnel_trends - Array(Tuple(UInt64, Int8, Nullable(String))) + Array(Tuple(UInt64, Int8, Nullable(String), UUID)) result UInt8 @@ -169,7 +169,7 @@ prop_vals - Array(Tuple(Nullable(Float64), UInt64, Nullable(String), Array(Int8))) + Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8))) value JSONEachRow @@ -181,7 +181,7 @@ executable_pool aggregate_funnel_array_trends - Array(Tuple(UInt64, Int8, Array(String))) + Array(Tuple(UInt64, Int8, Array(String), UUID)) result UInt8 @@ -208,7 +208,7 @@ prop_vals - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) + Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8))) value JSONEachRow @@ -220,7 +220,7 @@ executable_pool aggregate_funnel_cohort_trends - Array(Tuple(UInt64, Int8, UInt64)) + Array(Tuple(UInt64, Int8, UInt64, UUID)) result UInt8 @@ -247,7 +247,7 @@ prop_vals - Array(Tuple(Nullable(Float64), UInt64, UInt64, Array(Int8))) + Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8))) value JSONEachRow @@ -285,7 +285,7 @@ prop_vals - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) + Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8))) value JSONEachRow diff --git a/frontend/src/scenes/funnels/FunnelLineGraph.tsx b/frontend/src/scenes/funnels/FunnelLineGraph.tsx index 544b8333269..871a1c1e075 100644 --- a/frontend/src/scenes/funnels/FunnelLineGraph.tsx +++ b/frontend/src/scenes/funnels/FunnelLineGraph.tsx @@ -87,6 +87,7 @@ export function FunnelLineGraph({ kind: NodeKind.FunnelsActorsQuery, source: querySource, funnelTrendsDropOff: false, + includeRecordings: true, funnelTrendsEntrancePeriodStart: dayjs(day).format('YYYY-MM-DD HH:mm:ss'), } openPersonsModal({ diff --git a/funnel-udf/src/trends.rs b/funnel-udf/src/trends.rs index 0b9cdd259e2..5f5da9a2ed9 100644 --- a/funnel-udf/src/trends.rs +++ b/funnel-udf/src/trends.rs @@ -3,6 +3,7 @@ use std::str::FromStr; use itertools::Itertools; use serde::{Deserialize, Serialize}; use serde_json::{json, Value}; +use uuid::Uuid; use crate::PropVal; fn deserialize_number_from_string<'de, D>(deserializer: D) -> Result @@ -15,8 +16,7 @@ where #[derive(Clone, Deserialize)] struct EnteredTimestamp { - timestamp: f64, - timings: Vec, + timestamp: f64 } #[derive(Clone, Deserialize)] @@ -24,6 +24,7 @@ struct Event { timestamp: f64, #[serde(deserialize_with = "deserialize_number_from_string")] interval_start: u64, + uuid: Uuid, breakdown: PropVal, steps: Vec, } @@ -40,10 +41,16 @@ struct Args { } #[derive(Serialize)] -struct ResultStruct(u64, i8, PropVal); +struct ResultStruct(u64, i8, PropVal, Uuid); + +struct IntervalData { + max_step: usize, + max_step_event_uuid: Uuid, + entered_timestamp: Vec, +} struct Vars { - interval_start_to_entered_timestamps: HashMap>, + interval_start_to_entered_timestamps: HashMap, } struct AggregateFunnelRow { @@ -53,7 +60,6 @@ struct AggregateFunnelRow { const DEFAULT_ENTERED_TIMESTAMP: EnteredTimestamp = EnteredTimestamp { timestamp: 0.0, - timings: vec![], }; pub fn process_line(line: &str) -> Value { @@ -114,9 +120,9 @@ impl AggregateFunnelRow { // At this point, everything left in entered_timestamps is a failure, if it has made it to from_step - for entered_timestamp in vars.interval_start_to_entered_timestamps.values() { - if !self.results.contains_key(&(entered_timestamp[0].timestamp as u64)) && entered_timestamp[0].timings.len() > 0 { - self.results.insert(entered_timestamp[0].timestamp as u64, ResultStruct(entered_timestamp[0].timestamp as u64, -1, prop_val.clone() )); + for interval_data in vars.interval_start_to_entered_timestamps.values() { + if !self.results.contains_key(&(interval_data.entered_timestamp[0].timestamp as u64)) && interval_data.max_step >= args.from_step + 1 { + self.results.insert(interval_data.entered_timestamp[0].timestamp as u64, ResultStruct(interval_data.entered_timestamp[0].timestamp as u64, -1, prop_val.clone(), interval_data.max_step_event_uuid)); } } } @@ -141,36 +147,32 @@ impl AggregateFunnelRow { if step == 1 { if !vars.interval_start_to_entered_timestamps.contains_key(&event.interval_start) && !self.results.contains_key(&event.interval_start) { let mut entered_timestamp = vec![DEFAULT_ENTERED_TIMESTAMP.clone(); args.num_steps + 1]; - entered_timestamp[0] = EnteredTimestamp { timestamp: event.interval_start as f64, timings: if args.from_step == 0 {vec![1.0]} else {vec![]} }; - entered_timestamp[1] = EnteredTimestamp { timestamp: event.timestamp, timings: vec![event.timestamp] }; - vars.interval_start_to_entered_timestamps.insert(event.interval_start, entered_timestamp); + entered_timestamp[0] = EnteredTimestamp { timestamp: event.interval_start as f64 }; + entered_timestamp[1] = EnteredTimestamp { timestamp: event.timestamp }; + vars.interval_start_to_entered_timestamps.insert(event.interval_start, IntervalData { max_step: 1, max_step_event_uuid: event.uuid, entered_timestamp: entered_timestamp }); } } else { - for entered_timestamp in vars.interval_start_to_entered_timestamps.values_mut() { - let in_match_window = (event.timestamp - entered_timestamp[step - 1].timestamp) <= args.conversion_window_limit as f64; - let already_reached_this_step = entered_timestamp[step].timestamp == entered_timestamp[step - 1].timestamp; + for interval_data in vars.interval_start_to_entered_timestamps.values_mut() { + let in_match_window = (event.timestamp - interval_data.entered_timestamp[step - 1].timestamp) <= args.conversion_window_limit as f64; + let already_reached_this_step = interval_data.entered_timestamp[step].timestamp == interval_data.entered_timestamp[step - 1].timestamp; if in_match_window && !already_reached_this_step { if exclusion { return false; } let is_unmatched_step_attribution = self.breakdown_step.map(|breakdown_step| step == breakdown_step - 1).unwrap_or(false) && *prop_val != event.breakdown; if !is_unmatched_step_attribution { - entered_timestamp[step] = EnteredTimestamp { - timestamp: entered_timestamp[step - 1].timestamp, - timings: { - let mut timings = entered_timestamp[step - 1].timings.clone(); - timings.push(event.timestamp); - timings - }, + interval_data.entered_timestamp[step] = EnteredTimestamp { + timestamp: interval_data.entered_timestamp[step - 1].timestamp }; // check if we have hit the goal. if we have, remove it from the list and add it to the successful_timestamps - if entered_timestamp[args.num_steps].timestamp != 0.0 { + if interval_data.entered_timestamp[args.num_steps].timestamp != 0.0 { self.results.insert( - entered_timestamp[0].timestamp as u64, - ResultStruct(entered_timestamp[0].timestamp as u64, 1, prop_val.clone()) + interval_data.entered_timestamp[0].timestamp as u64, + ResultStruct(interval_data.entered_timestamp[0].timestamp as u64, 1, prop_val.clone(), event.uuid) ); - } else if step == args.from_step + 1 { - entered_timestamp[0].timings.push(1.0) + } else if step > interval_data.max_step { + interval_data.max_step = step; + interval_data.max_step_event_uuid = event.uuid; } } } @@ -180,10 +182,10 @@ impl AggregateFunnelRow { // If a strict funnel, clear all of the steps that we didn't match to // If we are processing multiple events, skip this step, because ordering makes it complicated if args.funnel_order_type == "strict" { - for entered_timestamp in vars.interval_start_to_entered_timestamps.values_mut() { - for i in 1..entered_timestamp.len() { + for interval_data in vars.interval_start_to_entered_timestamps.values_mut() { + for i in 1..interval_data.entered_timestamp.len() { if !event.steps.contains(&(i as i8)) { - entered_timestamp[i] = DEFAULT_ENTERED_TIMESTAMP; + interval_data.entered_timestamp[i] = DEFAULT_ENTERED_TIMESTAMP; } } } diff --git a/posthog/hogql_queries/insights/funnels/__init__.py b/posthog/hogql_queries/insights/funnels/__init__.py index 787cd01ec88..50d5eddcf8d 100644 --- a/posthog/hogql_queries/insights/funnels/__init__.py +++ b/posthog/hogql_queries/insights/funnels/__init__.py @@ -5,7 +5,8 @@ from .funnel_strict import FunnelStrict from .funnel_unordered import FunnelUnordered from .funnel_time_to_convert import FunnelTimeToConvert from .funnel_trends import FunnelTrends +from .funnel_trends_udf import FunnelTrendsUDF from .funnel_persons import FunnelActors -from .funnel_strict_persons import FunnelStrictActors -from .funnel_unordered_persons import FunnelUnorderedActors -from .funnel_trends_persons import FunnelTrendsActors +from .funnel_strict_actors import FunnelStrictActors +from .funnel_unordered_actors import FunnelUnorderedActors +from .funnel_trends_actors import FunnelTrendsActors diff --git a/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py b/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py index 60265cb332b..1586ebad0ae 100644 --- a/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py +++ b/posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py @@ -7,8 +7,8 @@ from posthog.hogql.property import property_to_expr from posthog.hogql_queries.insights.funnels import FunnelUDF from posthog.hogql_queries.insights.funnels.funnel_event_query import FunnelEventQuery from posthog.hogql_queries.insights.funnels.funnel_persons import FunnelActors -from posthog.hogql_queries.insights.funnels.funnel_strict_persons import FunnelStrictActors -from posthog.hogql_queries.insights.funnels.funnel_unordered_persons import FunnelUnorderedActors +from posthog.hogql_queries.insights.funnels.funnel_strict_actors import FunnelStrictActors +from posthog.hogql_queries.insights.funnels.funnel_unordered_actors import FunnelUnorderedActors from posthog.models.action.action import Action from posthog.models.element.element import chain_to_elements from posthog.models.event.util import ElementSerializer diff --git a/posthog/hogql_queries/insights/funnels/funnel_strict_persons.py b/posthog/hogql_queries/insights/funnels/funnel_strict_actors.py similarity index 100% rename from posthog/hogql_queries/insights/funnels/funnel_strict_persons.py rename to posthog/hogql_queries/insights/funnels/funnel_strict_actors.py diff --git a/posthog/hogql_queries/insights/funnels/funnel_trends_persons.py b/posthog/hogql_queries/insights/funnels/funnel_trends_actors.py similarity index 100% rename from posthog/hogql_queries/insights/funnels/funnel_trends_persons.py rename to posthog/hogql_queries/insights/funnels/funnel_trends_actors.py diff --git a/posthog/hogql_queries/insights/funnels/funnel_trends_udf.py b/posthog/hogql_queries/insights/funnels/funnel_trends_udf.py index d1712495200..dcc4835215c 100644 --- a/posthog/hogql_queries/insights/funnels/funnel_trends_udf.py +++ b/posthog/hogql_queries/insights/funnels/funnel_trends_udf.py @@ -1,19 +1,27 @@ -from typing import cast +from typing import cast, Optional + +from rest_framework.exceptions import ValidationError from posthog.hogql import ast from posthog.hogql.constants import HogQLQuerySettings -from posthog.hogql.parser import parse_select +from posthog.hogql.parser import parse_select, parse_expr from posthog.hogql_queries.insights.funnels import FunnelTrends from posthog.hogql_queries.insights.funnels.funnel_udf import udf_event_array_filter from posthog.hogql_queries.insights.utils.utils import get_start_of_interval_hogql_str from posthog.schema import BreakdownType, BreakdownAttributionType -from posthog.utils import DATERANGE_MAP +from posthog.utils import DATERANGE_MAP, relative_date_parse TIMESTAMP_FORMAT = "%Y-%m-%d %H:%M:%S" HUMAN_READABLE_TIMESTAMP_FORMAT = "%-d-%b-%Y" class FunnelTrendsUDF(FunnelTrends): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + # In base, these fields only get added if you're running an actors query + if "uuid" not in self._extra_event_fields: + self._extra_event_fields.append("uuid") + def get_step_counts_query(self): max_steps = self.context.max_steps return self._get_step_counts_query( @@ -30,7 +38,18 @@ class FunnelTrendsUDF(FunnelTrends): self.context.funnelWindowInterval * DATERANGE_MAP[self.context.funnelWindowIntervalUnit].total_seconds() ) - def get_query(self) -> ast.SelectQuery: + def matched_event_select(self): + if self._include_matched_events(): + return """ + groupArray(tuple(timestamp, uuid, $session_id, $window_id)) as user_events, + mapFromArrays(arrayMap(x -> x.2, user_events), user_events) as user_events_map, + [user_events_map[af_tuple.4]] as matching_events, + """ + return "" + + # This is the function that calls the UDF + # This is used by both the query itself and the actors query + def _inner_aggregation_query(self): # If they're asking for a "to_step" just truncate the funnel funnelsFilter = self.context.funnelsFilter max_steps = self.context.max_steps if funnelsFilter.funnelToStep is None else funnelsFilter.funnelToStep + 1 @@ -79,7 +98,12 @@ class FunnelTrendsUDF(FunnelTrends): parse_select( f""" SELECT - arraySort(t -> t.1, groupArray(tuple(toFloat(timestamp), _toUInt64(toDateTime({get_start_of_interval_hogql_str(self.context.interval.value, team=self.context.team, source='timestamp')})), {prop_selector}, arrayFilter((x) -> x != 0, [{steps}{exclusions}])))) as events_array, + arraySort(t -> t.1, groupArray(tuple( + toFloat(timestamp), + _toUInt64(toDateTime({get_start_of_interval_hogql_str(self.context.interval.value, team=self.context.team, source='timestamp')})), + uuid, + {prop_selector}, + arrayFilter((x) -> x != 0, [{steps}{exclusions}])))) as events_array, arrayJoin({fn}( {from_step}, {max_steps}, @@ -91,7 +115,9 @@ class FunnelTrendsUDF(FunnelTrends): )) as af_tuple, toTimeZone(toDateTime(_toUInt64(af_tuple.1)), '{self.context.team.timezone}') as entrance_period_start, af_tuple.2 as success_bool, - af_tuple.3 as breakdown + af_tuple.3 as breakdown, + {self.matched_event_select()} + aggregation_target as aggregation_target FROM {{inner_event_query}} GROUP BY aggregation_target{breakdown_prop} """, @@ -100,6 +126,10 @@ class FunnelTrendsUDF(FunnelTrends): ) # This is necessary so clickhouse doesn't truncate timezone information when passing datetimes to and from python inner_select.settings = HogQLQuerySettings(date_time_output_format="iso", date_time_input_format="best_effort") + return inner_select + + def get_query(self) -> ast.SelectQuery: + inner_select = self._inner_aggregation_query() conversion_rate_expr = ( "if(reached_from_step_count > 0, round(reached_to_step_count / reached_from_step_count * 100, 2), 0)" @@ -163,3 +193,62 @@ class FunnelTrendsUDF(FunnelTrends): {"fill_query": fill_query, "inner_select": inner_select}, ) return cast(ast.SelectQuery, s) + + def _matching_events(self): + if ( + hasattr(self.context, "actorsQuery") + and self.context.actorsQuery is not None + and self.context.actorsQuery.includeRecordings + ): + return [ast.Alias(alias="matching_events", expr=ast.Field(chain=["matching_events"]))] + return [] + + def actor_query( + self, + extra_fields: Optional[list[str]] = None, + ) -> ast.SelectQuery: + team, actorsQuery = self.context.team, self.context.actorsQuery + + if actorsQuery is None: + raise ValidationError("No actors query present.") + + # At this time, we do not support self.dropOff (we don't use it anywhere in the frontend) + if actorsQuery.funnelTrendsDropOff is None: + raise ValidationError(f"Actors parameter `funnelTrendsDropOff` must be provided for funnel trends persons!") + + if actorsQuery.funnelTrendsEntrancePeriodStart is None: + raise ValidationError( + f"Actors parameter `funnelTrendsEntrancePeriodStart` must be provided funnel trends persons!" + ) + + entrancePeriodStart = relative_date_parse(actorsQuery.funnelTrendsEntrancePeriodStart, team.timezone_info) + if entrancePeriodStart is None: + raise ValidationError( + f"Actors parameter `funnelTrendsEntrancePeriodStart` must be a valid relative date string!" + ) + + select: list[ast.Expr] = [ + ast.Alias(alias="actor_id", expr=ast.Field(chain=["aggregation_target"])), + *self._matching_events(), + *([ast.Field(chain=[field]) for field in extra_fields or []]), + ] + select_from = ast.JoinExpr(table=self._inner_aggregation_query()) + + where = ast.And( + exprs=[ + parse_expr("success_bool != 1") if actorsQuery.funnelTrendsDropOff else parse_expr("success_bool = 1"), + ast.CompareOperation( + op=ast.CompareOperationOp.Eq, + left=parse_expr("entrance_period_start"), + right=ast.Constant(value=entrancePeriodStart), + ), + ] + ) + order_by = [ast.OrderExpr(expr=ast.Field(chain=["aggregation_target"]))] + + return ast.SelectQuery( + select=select, + select_from=select_from, + order_by=order_by, + where=where, + ) diff --git a/posthog/hogql_queries/insights/funnels/funnel_udf.py b/posthog/hogql_queries/insights/funnels/funnel_udf.py index a9a3ef9e3f5..1b105c0a4ba 100644 --- a/posthog/hogql_queries/insights/funnels/funnel_udf.py +++ b/posthog/hogql_queries/insights/funnels/funnel_udf.py @@ -35,23 +35,22 @@ class FunnelUDF(FunnelBase): if property not in self._extra_event_properties: self._extra_event_properties.append(property) - # I think I can delete this - def get_step_counts_query(self): - max_steps = self.context.max_steps - return self._get_step_counts_query( - outer_select=[ - *self._get_matching_event_arrays(max_steps), - ], - inner_select=[ - *self._get_matching_events(max_steps), - ], - ) - def conversion_window_limit(self) -> int: return int( self.context.funnelWindowInterval * DATERANGE_MAP[self.context.funnelWindowIntervalUnit].total_seconds() ) + def matched_event_arrays_selects(self): + # We use matched events to get timestamps for the funnel as well as recordings + if self._include_matched_events() or self.context.includePrecedingTimestamp or self.context.includeTimestamp: + return """ + af_tuple.4 as matched_event_uuids_array_array, + groupArray(tuple(timestamp, uuid, $session_id, $window_id)) as user_events, + mapFromArrays(arrayMap(x -> x.2, user_events), user_events) as user_events_map, + arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) as matched_events_array, + """ + return "" + # This is the function that calls the UDF # This is used by both the query itself and the actors query def _inner_aggregation_query(self): @@ -90,21 +89,6 @@ class FunnelUDF(FunnelBase): breakdown_attribution_string = f"{self.context.breakdownAttributionType}{f'_{self.context.funnelsFilter.breakdownAttributionValue}' if self.context.breakdownAttributionType == BreakdownAttributionType.STEP else ''}" - def matched_event_arrays_selects(): - # We use matched events to get timestamps for the funnel as well as recordings - if ( - self._include_matched_events() - or self.context.includePrecedingTimestamp - or self.context.includeTimestamp - ): - return """ - af_tuple.4 as matched_event_uuids_array_array, - groupArray(tuple(timestamp, uuid, $session_id, $window_id)) as user_events, - mapFromArrays(arrayMap(x -> x.2, user_events), user_events) as user_events_map, - arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) as matched_events_array, - """ - return "" - inner_select = parse_select( f""" SELECT @@ -121,7 +105,7 @@ class FunnelUDF(FunnelBase): af_tuple.1 + 1 as steps, -- Backward compatibility af_tuple.2 as breakdown, af_tuple.3 as timings, - {matched_event_arrays_selects()} + {self.matched_event_arrays_selects()} aggregation_target FROM {{inner_event_query}} GROUP BY aggregation_target{breakdown_prop} diff --git a/posthog/hogql_queries/insights/funnels/funnel_unordered_persons.py b/posthog/hogql_queries/insights/funnels/funnel_unordered_actors.py similarity index 100% rename from posthog/hogql_queries/insights/funnels/funnel_unordered_persons.py rename to posthog/hogql_queries/insights/funnels/funnel_unordered_actors.py diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr index 03a731a0db5..c205450fb75 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr @@ -26,7 +26,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -77,7 +77,7 @@ JOIN (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e @@ -149,7 +149,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -201,7 +201,7 @@ JOIN (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[3][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1, if(equals(e.event, 'insight updated'), 1, 0) AS step_2 FROM events AS e @@ -265,7 +265,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -319,7 +319,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e @@ -375,8 +375,6 @@ # --- # name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings ''' -<<<<<<< HEAD -======= SELECT sum(step_1) AS step_1, sum(step_2) AS step_2, arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, @@ -430,132 +428,6 @@ allow_experimental_analyzer=1 ''' # --- -# name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.1 - ''' ->>>>>>> origin/master - SELECT persons.id, - persons.id AS id, - source.matching_events AS matching_events - FROM - (SELECT funnel_actors.actor_id AS actor_id, - any(funnel_actors.matching_events) AS matching_events - FROM - (SELECT aggregation_target AS actor_id, - matched_events_array[plus(step_reached, 1)] AS matching_events, - (matched_events_array[1][1]).1 AS timestamp, - nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, - (matched_events_array[1][1]).1 AS first_timestamp, - steps AS steps, - final_timestamp, - first_timestamp - FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, -<<<<<<< HEAD - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) - and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, -======= - arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) - and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, ->>>>>>> origin/master - af_tuple.1 AS step_reached, - plus(af_tuple.1, 1) AS steps, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings, - af_tuple.4 AS matched_event_uuids_array_array, - groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, - mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, - arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, - aggregation_target AS aggregation_target - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - e.uuid AS uuid, - e.`$session_id` AS `$session_id`, - e.`$window_id` AS `$window_id`, - if(equals(e.event, '$pageview'), 1, 0) AS step_0, - if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - LEFT JOIN - (SELECT person.id AS id, - replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo - FROM person - WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version), - (SELECT person.id AS id, max(person.version) AS version - FROM person - WHERE equals(person.team_id, 2) - GROUP BY person.id - HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) - WHERE ifNull(greaterOrEquals(step_reached, 0), 0) - ORDER BY aggregation_target ASC) AS funnel_actors - WHERE ifNull(equals(funnel_actors.steps, 2), 0) - GROUP BY funnel_actors.actor_id - ORDER BY funnel_actors.actor_id ASC) AS source - INNER JOIN - (SELECT person.id AS id - FROM person - WHERE and(equals(person.team_id, 2), in(id, - (SELECT source.actor_id AS actor_id - FROM - (SELECT funnel_actors.actor_id AS actor_id, any(funnel_actors.matching_events) AS matching_events - FROM - (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp - FROM -<<<<<<< HEAD - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) - and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target -======= - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) - and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target ->>>>>>> origin/master - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - LEFT JOIN - (SELECT person.id AS id, replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(person.properties, 'foo'), ''), 'null'), '^"|"$', '') AS properties___foo - FROM person - WHERE and(equals(person.team_id, 2), ifNull(in(tuple(person.id, person.version), - (SELECT person.id AS id, max(person.version) AS version - FROM person - WHERE equals(person.team_id, 2) - GROUP BY person.id - HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)))), 0)) SETTINGS optimize_aggregation_in_order=1) AS e__person ON equals(if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id), e__person.id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-01-08 23:59:59.999999', 6, 'UTC'))), ifNull(equals(e__person.properties___foo, 'bar'), 0))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) - WHERE ifNull(greaterOrEquals(step_reached, 0), 0) - ORDER BY aggregation_target ASC) AS funnel_actors - WHERE ifNull(equals(funnel_actors.steps, 2), 0) - GROUP BY funnel_actors.actor_id - ORDER BY funnel_actors.actor_id ASC) AS source))) - GROUP BY person.id - HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) - ORDER BY persons.id ASC - LIMIT 101 - OFFSET 0 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=0 - ''' -# --- # name: TestFunnelCorrelationsActorsUDF.test_strict_funnel_correlation_with_recordings.1 ''' SELECT DISTINCT session_replay_events.session_id AS session_id @@ -589,13 +461,10 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, -<<<<<<< HEAD arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, -======= arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, ->>>>>>> origin/master af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -649,13 +518,10 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM -<<<<<<< HEAD (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target -======= (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target ->>>>>>> origin/master FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr index f4e2b471ad3..394084b7515 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr @@ -22,7 +22,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -70,7 +70,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -129,7 +129,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -190,7 +190,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -249,7 +249,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -303,7 +303,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -376,7 +376,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -430,7 +430,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -503,7 +503,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -557,7 +557,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -630,7 +630,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -684,7 +684,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -757,7 +757,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -818,7 +818,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -877,7 +877,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -931,7 +931,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1004,7 +1004,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1058,7 +1058,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1131,7 +1131,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1185,7 +1185,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1258,7 +1258,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1312,7 +1312,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1387,7 +1387,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1429,7 +1429,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1483,7 +1483,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1525,7 +1525,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1574,7 +1574,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1615,7 +1615,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1666,7 +1666,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1729,7 +1729,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1792,7 +1792,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1855,7 +1855,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1916,7 +1916,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1965,7 +1965,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2024,7 +2024,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2087,7 +2087,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2148,7 +2148,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2189,7 +2189,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2240,7 +2240,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2303,7 +2303,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2366,7 +2366,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2429,7 +2429,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2490,7 +2490,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2539,7 +2539,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2598,7 +2598,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2661,7 +2661,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2725,7 +2725,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2778,7 +2778,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2828,7 +2828,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2898,7 +2898,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2968,7 +2968,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3038,7 +3038,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3110,7 +3110,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3163,7 +3163,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3215,7 +3215,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3268,7 +3268,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3318,7 +3318,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3388,7 +3388,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3458,7 +3458,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3528,7 +3528,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3600,7 +3600,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3653,7 +3653,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3705,7 +3705,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3758,7 +3758,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3808,7 +3808,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3878,7 +3878,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3948,7 +3948,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4018,7 +4018,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4090,7 +4090,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4143,7 +4143,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4195,7 +4195,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4248,7 +4248,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4298,7 +4298,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4368,7 +4368,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4438,7 +4438,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4508,7 +4508,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4580,7 +4580,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4633,7 +4633,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4685,7 +4685,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4738,7 +4738,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4788,7 +4788,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4858,7 +4858,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4928,7 +4928,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4998,7 +4998,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -5070,7 +5070,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -5123,7 +5123,7 @@ first_timestamp FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr index 71a5de8588e..6bed47e93f8 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr @@ -9,7 +9,7 @@ matched_events_array[1] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -83,7 +83,7 @@ matched_events_array[2] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -157,7 +157,7 @@ matched_events_array[2] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr index ba3b50a76cc..6eed2553ce2 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr @@ -9,7 +9,7 @@ matched_events_array[1] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -84,7 +84,7 @@ matched_events_array[2] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -159,7 +159,7 @@ matched_events_array[2] AS matching_events FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr index 32593e7003c..2164c3aa3f5 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr @@ -15,7 +15,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -85,7 +85,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'step_1', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'step_1', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -162,7 +162,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -237,7 +237,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -315,7 +315,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, @@ -393,7 +393,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, x2) -> not(and(empty(x.4), empty(x2.4), ifNull(equals(x.3, x2.3), isNull(x.3) and isNull(x2.3)), ifNull(greater(x.1, x2.1), 0))), events_array, arrayRotateRight(events_array, 1)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors.ambr new file mode 100644 index 00000000000..eb1520cb669 --- /dev/null +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors.ambr @@ -0,0 +1,520 @@ +# serializer version: 1 +# name: TestFunnelTrendsActors.test_funnel_trend_persons_returns_recordings + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + step_1_matching_events AS matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + toStartOfDay(timestamp) AS entrance_period_start, + max(steps) AS steps_completed, + groupArray(10)(step_0_matching_event) AS step_0_matching_events, + groupArray(10)(step_1_matching_event) AS step_1_matching_events, + groupArray(10)(step_2_matching_event) AS step_2_matching_events, + groupArray(10)(final_matching_event) AS final_matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + latest_2 AS latest_2, + uuid_2 AS uuid_2, + `$session_id_2` AS `$session_id_2`, + `$window_id_2` AS `$window_id_2`, + if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, + if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, + if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time, + tuple(latest_0, uuid_0, `$session_id_0`, `$window_id_0`) AS step_0_matching_event, + tuple(latest_1, uuid_1, `$session_id_1`, `$window_id_1`) AS step_1_matching_event, + tuple(latest_2, uuid_2, `$session_id_2`, `$window_id_2`) AS step_2_matching_event, + if(isNull(latest_0), tuple(NULL, NULL, NULL, NULL), if(isNull(latest_1), step_0_matching_event, if(isNull(latest_2), step_1_matching_event, step_2_matching_event))) AS final_matching_event + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, latest_2) AS latest_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, uuid_2) AS uuid_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$session_id_2`) AS `$session_id_2`, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$window_id_2`) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + min(latest_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1, + last_value(uuid_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_1, + last_value(`$session_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_1`, + last_value(`$window_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, + if(ifNull(equals(step_0, 1), 0), uuid, NULL) AS uuid_0, + if(ifNull(equals(step_0, 1), 0), e.`$session_id`, NULL) AS `$session_id_0`, + if(ifNull(equals(step_0, 1), 0), e.`$window_id`, NULL) AS `$window_id_0`, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, + if(ifNull(equals(step_1, 1), 0), uuid, NULL) AS uuid_1, + if(ifNull(equals(step_1, 1), 0), e.`$session_id`, NULL) AS `$session_id_1`, + if(ifNull(equals(step_1, 1), 0), e.`$window_id`, NULL) AS `$window_id_1`, + if(equals(e.event, 'step three'), 1, 0) AS step_2, + if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, + if(ifNull(equals(step_2, 1), 0), uuid, NULL) AS uuid_2, + if(ifNull(equals(step_2, 1), 0), e.`$session_id`, NULL) AS `$session_id_2`, + if(ifNull(equals(step_2, 1), 0), e.`$window_id`, NULL) AS `$window_id_2` + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))) + WHERE ifNull(equals(step_0, 1), 0)) + WHERE ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0) + GROUP BY aggregation_target, + entrance_period_start) + WHERE ifNull(greaterOrEquals(steps_completed, 2), 0) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActors.test_funnel_trend_persons_returns_recordings.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1b'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- +# name: TestFunnelTrendsActors.test_funnel_trend_persons_with_drop_off + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + final_matching_events AS matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + toStartOfDay(timestamp) AS entrance_period_start, + max(steps) AS steps_completed, + groupArray(10)(step_0_matching_event) AS step_0_matching_events, + groupArray(10)(step_1_matching_event) AS step_1_matching_events, + groupArray(10)(step_2_matching_event) AS step_2_matching_events, + groupArray(10)(final_matching_event) AS final_matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + latest_2 AS latest_2, + uuid_2 AS uuid_2, + `$session_id_2` AS `$session_id_2`, + `$window_id_2` AS `$window_id_2`, + if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, + if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, + if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time, + tuple(latest_0, uuid_0, `$session_id_0`, `$window_id_0`) AS step_0_matching_event, + tuple(latest_1, uuid_1, `$session_id_1`, `$window_id_1`) AS step_1_matching_event, + tuple(latest_2, uuid_2, `$session_id_2`, `$window_id_2`) AS step_2_matching_event, + if(isNull(latest_0), tuple(NULL, NULL, NULL, NULL), if(isNull(latest_1), step_0_matching_event, if(isNull(latest_2), step_1_matching_event, step_2_matching_event))) AS final_matching_event + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, latest_2) AS latest_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, uuid_2) AS uuid_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$session_id_2`) AS `$session_id_2`, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$window_id_2`) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + min(latest_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1, + last_value(uuid_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_1, + last_value(`$session_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_1`, + last_value(`$window_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, + if(ifNull(equals(step_0, 1), 0), uuid, NULL) AS uuid_0, + if(ifNull(equals(step_0, 1), 0), e.`$session_id`, NULL) AS `$session_id_0`, + if(ifNull(equals(step_0, 1), 0), e.`$window_id`, NULL) AS `$window_id_0`, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, + if(ifNull(equals(step_1, 1), 0), uuid, NULL) AS uuid_1, + if(ifNull(equals(step_1, 1), 0), e.`$session_id`, NULL) AS `$session_id_1`, + if(ifNull(equals(step_1, 1), 0), e.`$window_id`, NULL) AS `$window_id_1`, + if(equals(e.event, 'step three'), 1, 0) AS step_2, + if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, + if(ifNull(equals(step_2, 1), 0), uuid, NULL) AS uuid_2, + if(ifNull(equals(step_2, 1), 0), e.`$session_id`, NULL) AS `$session_id_2`, + if(ifNull(equals(step_2, 1), 0), e.`$window_id`, NULL) AS `$window_id_2` + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))) + WHERE ifNull(equals(step_0, 1), 0)) + WHERE ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0) + GROUP BY aggregation_target, + entrance_period_start) + WHERE and(ifNull(greaterOrEquals(steps_completed, 1), 0), ifNull(less(steps_completed, 3), 0)) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActors.test_funnel_trend_persons_with_drop_off.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1a'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- +# name: TestFunnelTrendsActors.test_funnel_trend_persons_with_no_to_step + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + final_matching_events AS matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + toStartOfDay(timestamp) AS entrance_period_start, + max(steps) AS steps_completed, + groupArray(10)(step_0_matching_event) AS step_0_matching_events, + groupArray(10)(step_1_matching_event) AS step_1_matching_events, + groupArray(10)(step_2_matching_event) AS step_2_matching_events, + groupArray(10)(final_matching_event) AS final_matching_events + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + latest_2 AS latest_2, + uuid_2 AS uuid_2, + `$session_id_2` AS `$session_id_2`, + `$window_id_2` AS `$window_id_2`, + if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, + if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, + if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time, + tuple(latest_0, uuid_0, `$session_id_0`, `$window_id_0`) AS step_0_matching_event, + tuple(latest_1, uuid_1, `$session_id_1`, `$window_id_1`) AS step_1_matching_event, + tuple(latest_2, uuid_2, `$session_id_2`, `$window_id_2`) AS step_2_matching_event, + if(isNull(latest_0), tuple(NULL, NULL, NULL, NULL), if(isNull(latest_1), step_0_matching_event, if(isNull(latest_2), step_1_matching_event, step_2_matching_event))) AS final_matching_event + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + latest_1 AS latest_1, + uuid_1 AS uuid_1, + `$session_id_1` AS `$session_id_1`, + `$window_id_1` AS `$window_id_1`, + step_2 AS step_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, latest_2) AS latest_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, uuid_2) AS uuid_2, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$session_id_2`) AS `$session_id_2`, + if(ifNull(less(latest_2, latest_1), 0), NULL, `$window_id_2`) AS `$window_id_2` + FROM + (SELECT aggregation_target AS aggregation_target, + timestamp AS timestamp, + step_0 AS step_0, + latest_0 AS latest_0, + uuid_0 AS uuid_0, + `$session_id_0` AS `$session_id_0`, + `$window_id_0` AS `$window_id_0`, + step_1 AS step_1, + min(latest_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_1, + last_value(uuid_1) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_1, + last_value(`$session_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_1`, + last_value(`$window_id_1`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_1`, + step_2 AS step_2, + min(latest_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS latest_2, + last_value(uuid_2) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS uuid_2, + last_value(`$session_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$session_id_2`, + last_value(`$window_id_2`) OVER (PARTITION BY aggregation_target + ORDER BY timestamp DESC ROWS BETWEEN UNBOUNDED PRECEDING AND 0 PRECEDING) AS `$window_id_2` + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, + if(ifNull(equals(step_0, 1), 0), uuid, NULL) AS uuid_0, + if(ifNull(equals(step_0, 1), 0), e.`$session_id`, NULL) AS `$session_id_0`, + if(ifNull(equals(step_0, 1), 0), e.`$window_id`, NULL) AS `$window_id_0`, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, + if(ifNull(equals(step_1, 1), 0), uuid, NULL) AS uuid_1, + if(ifNull(equals(step_1, 1), 0), e.`$session_id`, NULL) AS `$session_id_1`, + if(ifNull(equals(step_1, 1), 0), e.`$window_id`, NULL) AS `$window_id_1`, + if(equals(e.event, 'step three'), 1, 0) AS step_2, + if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, + if(ifNull(equals(step_2, 1), 0), uuid, NULL) AS uuid_2, + if(ifNull(equals(step_2, 1), 0), e.`$session_id`, NULL) AS `$session_id_2`, + if(ifNull(equals(step_2, 1), 0), e.`$window_id`, NULL) AS `$window_id_2` + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0))))))) + WHERE ifNull(equals(step_0, 1), 0)) + WHERE ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0) + GROUP BY aggregation_target, + entrance_period_start) + WHERE ifNull(greaterOrEquals(steps_completed, 3), 0) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActors.test_funnel_trend_persons_with_no_to_step.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1c'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors_udf.ambr new file mode 100644 index 00000000000..566e7baa3eb --- /dev/null +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_actors_udf.ambr @@ -0,0 +1,217 @@ +# serializer version: 1 +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_returns_recordings + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + matching_events AS matching_events + FROM + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'UTC')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + toTimeZone(toDateTime(toUInt64(af_tuple.1), 'UTC'), 'UTC') AS entrance_period_start, + af_tuple.2 AS success_bool, + af_tuple.3 AS breakdown, + groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, + mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, + [user_events_map[af_tuple.4]] AS matching_events, + aggregation_target AS aggregation_target + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(equals(e.event, 'step three'), 1, 0) AS step_2 + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))) + GROUP BY aggregation_target SETTINGS date_time_output_format='iso', + date_time_input_format='best_effort') + WHERE and(ifNull(equals(success_bool, 1), 0), ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0)) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_returns_recordings.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1b'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_with_drop_off + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + matching_events AS matching_events + FROM + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'UTC')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + toTimeZone(toDateTime(toUInt64(af_tuple.1), 'UTC'), 'UTC') AS entrance_period_start, + af_tuple.2 AS success_bool, + af_tuple.3 AS breakdown, + groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, + mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, + [user_events_map[af_tuple.4]] AS matching_events, + aggregation_target AS aggregation_target + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(equals(e.event, 'step three'), 1, 0) AS step_2 + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))) + GROUP BY aggregation_target SETTINGS date_time_output_format='iso', + date_time_input_format='best_effort') + WHERE and(ifNull(notEquals(success_bool, 1), 1), ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0)) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_with_drop_off.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1a'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_with_no_to_step + ''' + SELECT persons.id, + persons.id AS id, + source.matching_events AS matching_events + FROM + (SELECT aggregation_target AS actor_id, + matching_events AS matching_events + FROM + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'UTC')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + toTimeZone(toDateTime(toUInt64(af_tuple.1), 'UTC'), 'UTC') AS entrance_period_start, + af_tuple.2 AS success_bool, + af_tuple.3 AS breakdown, + groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, + mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, + [user_events_map[af_tuple.4]] AS matching_events, + aggregation_target AS aggregation_target + FROM + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'step one'), 1, 0) AS step_0, + if(equals(e.event, 'step two'), 1, 0) AS step_1, + if(equals(e.event, 'step three'), 1, 0) AS step_2 + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2021-05-07 23:59:59.999999', 6, 'UTC'))), in(e.event, tuple('step one', 'step three', 'step two'))), or(ifNull(equals(step_0, 1), 0), ifNull(equals(step_1, 1), 0), ifNull(equals(step_2, 1), 0)))) + GROUP BY aggregation_target SETTINGS date_time_output_format='iso', + date_time_input_format='best_effort') + WHERE and(ifNull(equals(success_bool, 1), 0), ifNull(equals(entrance_period_start, toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC')), 0)) + ORDER BY aggregation_target ASC) AS source + INNER JOIN + (SELECT person.id AS id + FROM person + WHERE equals(person.team_id, 2) + GROUP BY person.id + HAVING and(ifNull(equals(argMax(person.is_deleted, person.version), 0), 0), ifNull(less(argMax(toTimeZone(person.created_at, 'UTC'), person.version), plus(now64(6, 'UTC'), toIntervalDay(1))), 0)) SETTINGS optimize_aggregation_in_order=1) AS persons ON equals(persons.id, source.actor_id) + ORDER BY persons.id ASC + LIMIT 101 + OFFSET 0 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0, + allow_experimental_analyzer=1 + ''' +# --- +# name: TestFunnelTrendsActorsUDF.test_funnel_trend_persons_with_no_to_step.1 + ''' + SELECT DISTINCT session_replay_events.session_id AS session_id + FROM session_replay_events + WHERE and(equals(session_replay_events.team_id, 2), ifNull(greaterOrEquals(toTimeZone(session_replay_events.min_first_timestamp, 'UTC'), minus(toDateTime64('2021-05-01 00:00:00.000000', 6, 'UTC'), toIntervalDay(21))), 0), in(session_replay_events.session_id, ['s1c'])) + LIMIT 100 SETTINGS readonly=2, + max_execution_time=60, + allow_experimental_object_type=1, + format_csv_allow_double_quotes=0, + max_ast_elements=4000000, + max_expanded_ast_elements=4000000, + max_bytes_before_external_group_by=0 + ''' +# --- diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_udf.ambr index 424e4dff966..f00b77d1047 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_trends_udf.ambr @@ -7,14 +7,16 @@ if(ifNull(greater(reached_from_step_count, 0), 0), round(multiply(divide(reached_to_step_count, reached_from_step_count), 100), 2), 0) AS conversion_rate, data.breakdown AS prop FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'UTC')), [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_trends_v1(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'UTC')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, toTimeZone(toDateTime(toUInt64(af_tuple.1), 'UTC'), 'UTC') AS entrance_period_start, af_tuple.2 AS success_bool, - af_tuple.3 AS breakdown + af_tuple.3 AS breakdown, + aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, if(equals(e.event, 'step one'), 1, 0) AS step_0, if(equals(e.event, 'step two'), 1, 0) AS step_1, if(equals(e.event, 'step three'), 1, 0) AS step_2 @@ -53,14 +55,16 @@ if(ifNull(greater(reached_from_step_count, 0), 0), round(multiply(divide(reached_to_step_count, reached_from_step_count), 100), 2), 0) AS conversion_rate, data.breakdown AS prop FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'US/Pacific')), [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_trends_v1(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfDay(timestamp), 'US/Pacific')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, toTimeZone(toDateTime(toUInt64(af_tuple.1), 'US/Pacific'), 'US/Pacific') AS entrance_period_start, af_tuple.2 AS success_bool, - af_tuple.3 AS breakdown + af_tuple.3 AS breakdown, + aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'US/Pacific') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, if(equals(e.event, 'step one'), 1, 0) AS step_0, if(equals(e.event, 'step two'), 1, 0) AS step_1, if(equals(e.event, 'step three'), 1, 0) AS step_2 @@ -99,14 +103,16 @@ if(ifNull(greater(reached_from_step_count, 0), 0), round(multiply(divide(reached_to_step_count, reached_from_step_count), 100), 2), 0) AS conversion_rate, data.breakdown AS prop FROM - (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfWeek(timestamp, 0), 'UTC')), [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_trends_v1(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), toUInt64(toDateTime(toStartOfWeek(timestamp, 0), 'UTC')), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_trends_v2(0, 3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, toTimeZone(toDateTime(toUInt64(af_tuple.1), 'UTC'), 'UTC') AS entrance_period_start, af_tuple.2 AS success_bool, - af_tuple.3 AS breakdown + af_tuple.3 AS breakdown, + aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, if(equals(e.event, 'step one'), 1, 0) AS step_0, if(equals(e.event, 'step two'), 1, 0) AS step_1, if(equals(e.event, 'step three'), 1, 0) AS step_2 diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr index e93bacf52ab..5e888346b36 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr @@ -20,7 +20,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -69,7 +69,7 @@ (SELECT aggregation_target AS actor_id FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -146,7 +146,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -221,7 +221,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -283,7 +283,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -343,7 +343,7 @@ (SELECT aggregation_target AS actor_id FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -411,7 +411,7 @@ (SELECT aggregation_target AS actor_id FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -479,7 +479,7 @@ (SELECT aggregation_target AS actor_id FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -562,7 +562,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -619,7 +619,7 @@ breakdown AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -673,7 +673,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -742,7 +742,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'step_1', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'step_1', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -818,7 +818,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, - arrayJoin(aggregate_funnel_array_v1(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_array_v2(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -892,7 +892,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -969,7 +969,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1046,7 +1046,7 @@ if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, - arrayJoin(aggregate_funnel_v1(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, + arrayJoin(aggregate_funnel_v2(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_persons.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors.py similarity index 97% rename from posthog/hogql_queries/insights/funnels/test/test_funnel_trends_persons.py rename to posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors.py index f112fb6c842..84c7d5bcd58 100644 --- a/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_persons.py +++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors.py @@ -31,7 +31,9 @@ filters = { @freeze_time("2021-05-01") -class TestFunnelTrendsPersons(ClickhouseTestMixin, APIBaseTest): +class BaseTestFunnelTrendsActors(ClickhouseTestMixin, APIBaseTest): + __test__ = False + @snapshot_clickhouse_queries def test_funnel_trend_persons_returns_recordings(self): persons = journeys_for( @@ -169,3 +171,7 @@ class TestFunnelTrendsPersons(ClickhouseTestMixin, APIBaseTest): [next(iter(results[0][2]))["session_id"]], ["s1a"], ) + + +class TestFunnelTrendsActors(BaseTestFunnelTrendsActors): + __test__ = True diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors_udf.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors_udf.py new file mode 100644 index 00000000000..1d6fef87662 --- /dev/null +++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors_udf.py @@ -0,0 +1,12 @@ +from unittest.mock import Mock, patch + + +from posthog.hogql_queries.insights.funnels.test.test_funnel_trends_actors import BaseTestFunnelTrendsActors + + +@patch( + "posthoganalytics.feature_enabled", + new=Mock(side_effect=lambda key, *args, **kwargs: key == "insight-funnels-use-udf-trends"), +) +class TestFunnelTrendsActorsUDF(BaseTestFunnelTrendsActors): + __test__ = True diff --git a/posthog/hogql_queries/insights/funnels/utils.py b/posthog/hogql_queries/insights/funnels/utils.py index b071bcd7a1d..e0de04359f6 100644 --- a/posthog/hogql_queries/insights/funnels/utils.py +++ b/posthog/hogql_queries/insights/funnels/utils.py @@ -45,16 +45,23 @@ def get_funnel_actor_class(funnelsFilter: FunnelsFilter, use_udf=False): FunnelStrictActors, FunnelUnorderedActors, FunnelTrendsActors, + FunnelTrendsUDF, ) - if funnelsFilter.funnelVizType == FunnelVizType.TRENDS: - return FunnelTrendsActors if funnelsFilter.funnelOrderType == StepOrderValue.UNORDERED: return FunnelUnorderedActors + + if funnelsFilter.funnelVizType == FunnelVizType.TRENDS: + if use_udf: + return FunnelTrendsUDF + return FunnelTrendsActors + if use_udf: return FunnelUDF + if funnelsFilter.funnelOrderType == StepOrderValue.STRICT: return FunnelStrictActors + return FunnelActors diff --git a/posthog/udf_versioner.py b/posthog/udf_versioner.py index a14ebe59976..cb22ed9455b 100644 --- a/posthog/udf_versioner.py +++ b/posthog/udf_versioner.py @@ -2,6 +2,7 @@ import argparse import os import shutil import datetime +import re import xml.etree.ElementTree as ET from xml import etree @@ -12,7 +13,10 @@ from xml import etree # 4. Land a version of the posthog repo with the updated `user_scripts` folder from the new branch (make sure this PR doesn't include changes to this file with the new version) # 5. Run the `copy_udfs_to_clickhouse` action in the `posthog_cloud_infra` repo to deploy the `user_scripts` folder to clickhouse # 6. After that deploy goes out, it is safe to land and deploy the full changes to the `posthog` repo -UDF_VERSION = 1 # Last modified by: @aspicer, 2024-10-14 +UDF_VERSION = 2 # Last modified by: @aspicer, 2024-10-16 + +# Clean up all versions less than this +EARLIEST_UDF_VERSION = 1 CLICKHOUSE_XML_FILENAME = "user_defined_function.xml" ACTIVE_XML_CONFIG = "../../docker/clickhouse/user_defined_function.xml" @@ -47,6 +51,14 @@ def prepare_version(force=False): last_version_xml = ET.parse(ACTIVE_XML_CONFIG) last_version_root = last_version_xml.getroot() + + # Remove old versions from last_version + for function in list(last_version_root): + name = function.find("name") + match = re.search(r"_v(\d+)$", name.text) + if match is None or int(match.group(1)) < EARLIEST_UDF_VERSION: + last_version_root.remove(function) + # We want to update the name and the command to include the version, and add it to last version for function in list(base_xml.getroot()): name = function.find("name") diff --git 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42e44522934..c84d6f05a97 100644 --- a/posthog/user_scripts/latest_user_defined_function.xml +++ b/posthog/user_scripts/latest_user_defined_function.xml @@ -1,592 +1,6 @@ - - executable_pool - aggregate_funnel - Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_cohort - Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_array - Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_test - String - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel_test.py - 600 - - - - executable_pool - aggregate_funnel_trends - Array(Tuple(UInt64, Int8, Nullable(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends - - Array(Tuple(UInt64, Int8, Array(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_cohort_trends - - Array(Tuple(UInt64, Int8, UInt64)) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, UInt64, Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_test - String - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel_array_trends_test.py - 600 - - - executable_pool - aggregate_funnel_v0 - Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_cohort_v0 - Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_array_v0 - Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_test_v0 - String - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel_test.py - 600 - - - - executable_pool - aggregate_funnel_trends_v0 - Array(Tuple(UInt64, Int8, Nullable(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_v0 - - Array(Tuple(UInt64, Int8, Array(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_cohort_trends_v0 - - Array(Tuple(UInt64, Int8, UInt64)) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, UInt64, Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_test_v0 - String - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel_array_trends_test.py - 600 - - executable_pool aggregate_funnel_v1 Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) @@ -879,4 +293,297 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the v1/aggregate_funnel_array_trends_test.py 600 + + executable_pool + aggregate_funnel_v2 + Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) + result + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Nullable(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel steps + 600 + + + + executable_pool + aggregate_funnel_cohort_v2 + Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) + result + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(UInt64) + prop_vals + + + Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel steps + 600 + + + + executable_pool + aggregate_funnel_array_v2 + Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) + result + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Array(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel steps + 600 + + + + executable_pool + aggregate_funnel_test_v2 + String + result + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Array(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel_test.py + 600 + + + + executable_pool + aggregate_funnel_trends_v2 + Array(Tuple(UInt64, Int8, Nullable(String), UUID)) + result + + UInt8 + from_step + + + UInt8 + num_steps + + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Nullable(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel trends + 600 + + + + executable_pool + aggregate_funnel_array_trends_v2 + + Array(Tuple(UInt64, Int8, Array(String), UUID)) + result + + UInt8 + from_step + + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Array(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel trends + 600 + + + + executable_pool + aggregate_funnel_cohort_trends_v2 + + Array(Tuple(UInt64, Int8, UInt64, UUID)) + result + + UInt8 + from_step + + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(UInt64) + prop_vals + + + Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel trends + 600 + + + + executable_pool + aggregate_funnel_array_trends_test_v2 + String + result + + UInt8 + from_step + + + UInt8 + num_steps + + + UInt64 + conversion_window_limit + + + String + breakdown_attribution_type + + + String + funnel_order_type + + + Array(Array(String)) + prop_vals + + + Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8))) + value + + JSONEachRow + v2/aggregate_funnel_array_trends_test.py + 600 + \ No newline at end of file diff --git a/posthog/user_scripts/v0/aggregate_funnel b/posthog/user_scripts/v0/aggregate_funnel deleted file mode 100755 index e62dd751484..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel +++ /dev/null @@ -1,9 +0,0 @@ -#!/bin/sh - -DIR_NAME=$(dirname "$0") - -case $( uname -m ) in -aarch64) $DIR_NAME/aggregate_funnel_aarch64 "$@";; -*) $DIR_NAME/aggregate_funnel_x86_64 "$@";; 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z&cTXnqASV+{@3N{=E0G&#gSB>eQ=};^3m0Wit?lGo$I93u6{5c(P-1K`;!%5rQjJ4 zjyCqd22pMenwo134u8u%(gWJp-d5<_GSk9Z}{{7wEzD8UVG0u{ulUvc>aI)KZf65|1@=`_KQOKDGU4cz*c(-?;QI@&EArxBmWb{r$szLkq+4@cVyqLFi|A z{-r-Qh|59iAJ`{vHp@h!4;I?(f(gzxz8jet+PEWwWy7zk!ba2G395{}2AI zJ^v5>u08*5B+T9S5B>O8_MU(6Yrpbqd;Zr$NBwtrZaDq7cwWv8{r|N;|7(B#kEC;x z|Ms8%H~sy=F?er>h1s7-~YS6W_SKuobCVl?f4DyU&Q^;_vw4y k)z;Jh@ZTBUWLI~O9z6J$4?O?B{>~PXy~lN~rtkT`0V5ufvH$=8 diff --git a/posthog/user_scripts/v0/aggregate_funnel_array_trends.py b/posthog/user_scripts/v0/aggregate_funnel_array_trends.py deleted file mode 100755 index 15e93f54527..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel_array_trends.py +++ /dev/null @@ -1,9 +0,0 @@ -#!/usr/bin/python3 -import sys - -from aggregate_funnel_trends import parse_args, calculate_funnel_trends_from_user_events - -if __name__ == "__main__": - for line in sys.stdin: - calculate_funnel_trends_from_user_events(*parse_args(line)) - sys.stdout.flush() diff --git a/posthog/user_scripts/v0/aggregate_funnel_array_trends_test.py b/posthog/user_scripts/v0/aggregate_funnel_array_trends_test.py deleted file mode 100755 index cf6ab4e3374..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel_array_trends_test.py +++ /dev/null @@ -1,13 +0,0 @@ -#!/usr/bin/python3 - -import sys -import json - -if __name__ == "__main__": - for line in sys.stdin: - try: - print(json.dumps({"result": line})) # noqa: T201 - # calculate_funnel_trends_from_user_events(*parse_args(line)) - except Exception as e: - print(json.dumps({"result": json.dumps(str(e))}), end="\n") # noqa: T201 - sys.stdout.flush() diff --git a/posthog/user_scripts/v0/aggregate_funnel_cohort_trends.py b/posthog/user_scripts/v0/aggregate_funnel_cohort_trends.py deleted file mode 100755 index 15e93f54527..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel_cohort_trends.py +++ /dev/null @@ -1,9 +0,0 @@ -#!/usr/bin/python3 -import sys - -from aggregate_funnel_trends import parse_args, calculate_funnel_trends_from_user_events - -if __name__ == "__main__": - for line in sys.stdin: - calculate_funnel_trends_from_user_events(*parse_args(line)) - sys.stdout.flush() diff --git a/posthog/user_scripts/v0/aggregate_funnel_test.py b/posthog/user_scripts/v0/aggregate_funnel_test.py deleted file mode 100755 index 1eae7c9f369..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel_test.py +++ /dev/null @@ -1,14 +0,0 @@ -#!/usr/bin/python3 -import json - -import sys -import traceback - -if __name__ == "__main__": - for line in sys.stdin: - try: - # calculate_funnel_from_user_events(*parse_args(line)) - print(json.dumps({"result": line})) # noqa: T201 - except Exception as e: - print(json.dumps({"result": json.dumps(str(e) + traceback.format_exc())}), end="\n") # noqa: T201 - sys.stdout.flush() diff --git a/posthog/user_scripts/v0/aggregate_funnel_trends.py b/posthog/user_scripts/v0/aggregate_funnel_trends.py deleted file mode 100755 index 3b7d8a5816b..00000000000 --- a/posthog/user_scripts/v0/aggregate_funnel_trends.py +++ /dev/null @@ -1,132 +0,0 @@ -#!/usr/bin/python3 -import sys -from dataclasses import dataclass, replace -from typing import Any, Union -from collections.abc import Sequence -import json - - -def parse_args(line): - args = json.loads(line) - return [ - int(args["from_step"]), - int(args["num_steps"]), - int(args["conversion_window_limit"]), - str(args["breakdown_attribution_type"]), - str(args["funnel_order_type"]), - args["prop_vals"], # Array(Array(String)) - args["value"], # Array(Tuple(Nullable(Float64), Nullable(DateTime), Array(String), Array(Int8))) - ] - - -@dataclass(frozen=True) -class EnteredTimestamp: - timestamp: Any - timings: Any - - -# each one can be multiple steps here -# it only matters when they entered the funnel - you can propagate the time from the previous step when you update -# This function is defined for Clickhouse in user_defined_functions.xml along with types -# num_steps is the total number of steps in the funnel -# conversion_window_limit is in seconds -# events is a array of tuples of (timestamp, breakdown, [steps]) -# steps is an array of integers which represent the steps that this event qualifies for. it looks like [1,3,5,6]. -# negative integers represent an exclusion on that step. each event is either all exclusions or all steps. -def calculate_funnel_trends_from_user_events( - from_step: int, - num_steps: int, - conversion_window_limit_seconds: int, - breakdown_attribution_type: str, - funnel_order_type: str, - prop_vals: list[Any], - events: Sequence[tuple[float, int, Union[list[str], int, str], list[int]]], -): - default_entered_timestamp = EnteredTimestamp(0, []) - # If the attribution mode is a breakdown step, set this to the integer that represents that step - breakdown_step = int(breakdown_attribution_type[5:]) if breakdown_attribution_type.startswith("step_") else None - - # Results is a map of start intervals to success or failure. If an interval isn't here, it means the - # user didn't enter - results = {} - - # We call this for each possible breakdown value. - def loop_prop_val(prop_val): - # we need to track every distinct entry into the funnel through to the end - filtered_events = ( - ( - (timestamp, interval_start, breakdown, steps) - for (timestamp, interval_start, breakdown, steps) in events - if breakdown == prop_val - ) - if breakdown_attribution_type == "all_events" - else events - ) - interval_start_to_entered_timestamps = {} - - for timestamp, interval_start, breakdown, steps in filtered_events: - for step in reversed(steps): - exclusion = False - if step < 0: - exclusion = True - step = -step - # Special code to handle the first step - # Potential Optimization: we could skip tracking here if the user has already completed the funnel for this interval - if step == 1: - if interval_start not in interval_start_to_entered_timestamps and interval_start not in results: - entered_timestamp = [default_entered_timestamp] * (num_steps + 1) - # Set the interval start at 0, which is what we want to return if this works. - # For strict funnels, we need to track if the "from_step" has been hit - # Abuse the timings field on the 0th index entered_timestamp to have the elt True if we have - entered_timestamp[0] = EnteredTimestamp(interval_start, [True] if from_step == 0 else []) - entered_timestamp[1] = EnteredTimestamp(timestamp, [timestamp]) - interval_start_to_entered_timestamps[interval_start] = entered_timestamp - # list_of_entered_timestamps.append(entered_timestamp) - else: - for entered_timestamp in interval_start_to_entered_timestamps.values(): - in_match_window = ( - timestamp - entered_timestamp[step - 1].timestamp <= conversion_window_limit_seconds - ) - already_reached_this_step_with_same_entered_timestamp = ( - entered_timestamp[step].timestamp == entered_timestamp[step - 1].timestamp - ) - if in_match_window and not already_reached_this_step_with_same_entered_timestamp: - if exclusion: - # this is a complete failure, exclude this person, don't print anything, don't count - return False - is_unmatched_step_attribution = ( - breakdown_step is not None and step == breakdown_step - 1 and prop_val != breakdown - ) - if not is_unmatched_step_attribution: - entered_timestamp[step] = replace( - entered_timestamp[step - 1], - timings=[*entered_timestamp[step - 1].timings, timestamp], - ) - # check if we have hit the goal. if we have, remove it from the list and add it to the successful_timestamps - if entered_timestamp[num_steps].timestamp > 0: - results[entered_timestamp[0].timestamp] = (1, prop_val) - # If we have hit the from_step threshold, record it (abuse the timings field) - elif step == from_step + 1: - entered_timestamp[0].timings.append(True) - - # At the end of the event, clear all steps that weren't done by that event - if funnel_order_type == "strict": - for entered_timestamp in interval_start_to_entered_timestamps.values(): - for i in range(1, len(entered_timestamp)): - if i not in steps: - entered_timestamp[i] = default_entered_timestamp - - # At this point, everything left in entered_timestamps is a failure, if it has made it to from_step - for entered_timestamp in interval_start_to_entered_timestamps.values(): - if entered_timestamp[0].timestamp not in results and len(entered_timestamp[0].timings) > 0: - results[entered_timestamp[0].timestamp] = (-1, prop_val) - - [loop_prop_val(prop_val) for prop_val in prop_vals] - result = [(interval_start, success_bool, prop_val) for interval_start, (success_bool, prop_val) in results.items()] - print(json.dumps({"result": result}), end="\n") # noqa: T201 - - -if __name__ == "__main__": - for line in sys.stdin: - calculate_funnel_trends_from_user_events(*parse_args(line)) - sys.stdout.flush() diff --git a/posthog/user_scripts/v0/aggregate_funnel_x86_64 b/posthog/user_scripts/v0/aggregate_funnel_x86_64 deleted file mode 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funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_cohort - Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_array - Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_test - String - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel_test.py - 600 - - - - executable_pool - aggregate_funnel_trends - Array(Tuple(UInt64, Int8, Nullable(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Nullable(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends - - Array(Tuple(UInt64, Int8, Array(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_cohort_trends - - Array(Tuple(UInt64, Int8, UInt64)) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, UInt64, Array(Int8))) - value - - JSONEachRow - aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_test - String - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - aggregate_funnel_array_trends_test.py - 600 - - - executable_pool - aggregate_funnel_v0 - Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_cohort_v0 - Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_array_v0 - Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel steps - 600 - - - - executable_pool - aggregate_funnel_test_v0 - String - result - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel_test.py - 600 - - - - executable_pool - aggregate_funnel_trends_v0 - Array(Tuple(UInt64, Int8, Nullable(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Nullable(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Nullable(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_v0 - - Array(Tuple(UInt64, Int8, Array(String))) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_cohort_trends_v0 - - Array(Tuple(UInt64, Int8, UInt64)) - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(UInt64) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, UInt64, Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel trends - 600 - - - - executable_pool - aggregate_funnel_array_trends_test_v0 - String - result - - UInt8 - from_step - - - UInt8 - num_steps - - - UInt64 - conversion_window_limit - - - String - breakdown_attribution_type - - - String - funnel_order_type - - - Array(Array(String)) - prop_vals - - - Array(Tuple(Nullable(Float64), UInt64, Array(String), Array(Int8))) - value - - JSONEachRow - v0/aggregate_funnel_array_trends_test.py - 600 - - \ No newline at end of file