From 56c68caabd46529cc5202de79eca840aff35f283 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 10:28:04 +0000 Subject: [PATCH 01/16] add viewed count to result --- ee/session_recordings/ai/error_clustering.py | 15 ++++++++++++--- .../playlist/SessionRecordingPreview.tsx | 4 ++-- 2 files changed, 14 insertions(+), 5 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index 7936297ce1e43..5af14d167eb25 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -4,6 +4,8 @@ from posthog.models.team import Team from sklearn.cluster import DBSCAN import pandas as pd +import numpy as np +from posthog.session_recordings.models.session_recording_event import SessionRecordingViewed CLUSTER_REPLAY_ERRORS_TIMING = Histogram( "posthog_session_recordings_cluster_replay_errors", @@ -34,7 +36,7 @@ def error_clustering(team: Team): CLUSTER_REPLAY_ERRORS_CLUSTER_COUNT.labels(team_id=team.pk).observe(df["cluster"].nunique()) - return construct_response(df) + return construct_response(df, team) def fetch_error_embeddings(team_id: int): @@ -64,13 +66,20 @@ def cluster_embeddings(embeddings): return dbscan.labels_ -def construct_response(df): +def construct_response(df, team): + sessions_viewed = ( + SessionRecordingViewed.objects.filter(team=team, session_id__in=df["session_id"].unique()) + .values_list("session_id", flat=True) + .distinct() + ) + return [ { "cluster": cluster, "samples": rows.head(n=DBSCAN_MIN_SAMPLES)[["session_id", "input"]].to_dict("records"), "occurrences": rows.size, - "unique_sessions": rows["session_id"].count(), + "unique_sessions": rows["session_id"].nunique(), + "viewed": len(np.intersect1d(rows["session_id"].unique(), sessions_viewed, assume_unique=True)), } for cluster, rows in df.groupby("cluster") ] diff --git a/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx b/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx index 0a234d567ff8e..0ce2a9213ebe8 100644 --- a/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx +++ b/frontend/src/scenes/session-recordings/playlist/SessionRecordingPreview.tsx @@ -237,8 +237,8 @@ function PinnedIndicator(): JSX.Element | null { ) } -function ViewedIndicator(props: { viewed: boolean }): JSX.Element | null { - return !props.viewed ? ( +function ViewedIndicator({ viewed }: { viewed: boolean }): JSX.Element | null { + return !viewed ? (
From b18d233632bbf74933379f65bc04fc593eaf0512 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 11:06:27 +0000 Subject: [PATCH 02/16] convert to table --- ee/session_recordings/ai/error_clustering.py | 34 +++++++++++ .../errors/SessionRecordingErrors.tsx | 56 ++++++++++++++++++- frontend/src/types.ts | 3 +- 3 files changed, 90 insertions(+), 3 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index 5af14d167eb25..13a09bf9e845f 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -25,6 +25,40 @@ def error_clustering(team: Team): + + return [ + { + "cluster": 0, + "samples": [ + {"session_id": "1234567", "input": "sdfghfds"}, + {"session_id": "998765432", "input": "fdgbvafvfd"}, + ], + "occurrences": 100, + "unique_sessions": 2, + "viewed": 4, + }, + { + "cluster": 1, + "samples": [ + {"session_id": "1234567", "input": "sdfghfds"}, + {"session_id": "998765432", "input": "fdgbvafvfd"}, + ], + "occurrences": 234567, + "unique_sessions": 10, + "viewed": 5, + }, + { + "cluster": 2, + "samples": [ + {"session_id": "1234567", "input": "sdfghfds"}, + {"session_id": "998765432", "input": "fdgbvafvfd"}, + ], + "occurrences": 10, + "unique_sessions": 5, + "viewed": 8, + }, + ] + results = fetch_error_embeddings(team.pk) if not results: diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 6ff2bd792ab72..d5e01392e4946 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -1,9 +1,10 @@ import { IconFeatures } from '@posthog/icons' -import { LemonButton, LemonCollapse, Spinner } from '@posthog/lemon-ui' +import { LemonButton, LemonCollapse, LemonTable, Spinner } from '@posthog/lemon-ui' import { useActions, useValues } from 'kea' +import { LemonTableLink } from 'lib/lemon-ui/LemonTable/LemonTableLink' import { urls } from 'scenes/urls' -import { ErrorClusterSample } from '~/types' +import { ErrorCluster, ErrorClusterResponse, ErrorClusterSample } from '~/types' import { sessionRecordingErrorsLogic } from './sessionRecordingErrorsLogic' @@ -23,6 +24,57 @@ export function SessionRecordingErrors(): JSX.Element { ) } + return ( + ( + {}} + /> + ), + }, + { + title: 'Occurrences', + dataIndex: 'occurrences', + sorter: (a, b) => a.occurrences - b.occurrences, + }, + { + title: 'Unique sessions', + dataIndex: 'unique_sessions', + sorter: (a, b) => a.unique_sessions - b.unique_sessions, + }, + { + title: 'Viewed', + dataIndex: 'viewed', + sorter: (a, b) => a.viewed - b.viewed, + }, + { + title: 'Actions', + render: function Render(_, cluster) { + return ( + {}} + className="p-2 whitespace-nowrap" + > + Create playlist + + ) + }, + }, + ]} + dataSource={errors} + expandable={{ expandedRowRender: () =>
Hello
}} + /> + ) + return ( ({ diff --git a/frontend/src/types.ts b/frontend/src/types.ts index b424ac655590f..013e60ddec634 100644 --- a/frontend/src/types.ts +++ b/frontend/src/types.ts @@ -898,11 +898,12 @@ export interface SessionRecordingsResponse { export type ErrorClusterSample = { session_id: string; input: string } -type ErrorCluster = { +export type ErrorCluster = { cluster: number samples: ErrorClusterSample[] occurrences: number unique_sessions: number + viewed: number } export type ErrorClusterResponse = ErrorCluster[] | null From dbc2fc342353672b87dd43e913ab822147a53c6d Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 11:12:29 +0000 Subject: [PATCH 03/16] view percentage --- .../errors/SessionRecordingErrors.tsx | 60 ++----------------- 1 file changed, 5 insertions(+), 55 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index d5e01392e4946..969b603508b4b 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -52,6 +52,11 @@ export function SessionRecordingErrors(): JSX.Element { { title: 'Viewed', dataIndex: 'viewed', + render: function Render(_, cluster) { + return `${(cluster.viewed / cluster.unique_sessions) * 100}% (${cluster.viewed} of ${ + cluster.unique_sessions + })` + }, sorter: (a, b) => a.viewed - b.viewed, }, { @@ -74,59 +79,4 @@ export function SessionRecordingErrors(): JSX.Element { expandable={{ expandedRowRender: () =>
Hello
}} /> ) - - return ( - ({ - key: error.cluster, - header: ( - - ), - content: , - }))} - /> - ) -} - -const ErrorPanelHeader = ({ - occurrenceCount, - sessionCount, - example, -}: { - occurrenceCount: number - sessionCount: number - example: ErrorClusterSample -}): JSX.Element => { - return ( -
- {example.input} -
- - {occurrenceCount} occurrences / {sessionCount} sessions - - - Watch recording - -
-
- ) -} - -const ErrorPanelContent = ({ samples }: { samples: ErrorClusterSample[] }): JSX.Element => { - return ( -
- {samples.map((error) => ( -
- {error.input} - - Watch recording - -
- ))} -
- ) } From b2d2d0e0648c09bbe021276857b911ca44bd5389 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 11:25:53 +0000 Subject: [PATCH 04/16] open example in modal --- .../errors/SessionRecordingErrors.tsx | 117 ++++++++++-------- 1 file changed, 63 insertions(+), 54 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 969b603508b4b..1e1cfbcd30f0e 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -1,14 +1,15 @@ import { IconFeatures } from '@posthog/icons' -import { LemonButton, LemonCollapse, LemonTable, Spinner } from '@posthog/lemon-ui' +import { LemonButton, LemonTable, Spinner } from '@posthog/lemon-ui' import { useActions, useValues } from 'kea' import { LemonTableLink } from 'lib/lemon-ui/LemonTable/LemonTableLink' import { urls } from 'scenes/urls' -import { ErrorCluster, ErrorClusterResponse, ErrorClusterSample } from '~/types' - +import { SessionPlayerModal } from '../player/modal/SessionPlayerModal' +import { sessionPlayerModalLogic } from '../player/modal/sessionPlayerModalLogic' import { sessionRecordingErrorsLogic } from './sessionRecordingErrorsLogic' export function SessionRecordingErrors(): JSX.Element { + const { openSessionPlayer } = useActions(sessionPlayerModalLogic) const { errors, errorsLoading } = useValues(sessionRecordingErrorsLogic) const { loadErrorClusters } = useActions(sessionRecordingErrorsLogic) @@ -25,58 +26,66 @@ export function SessionRecordingErrors(): JSX.Element { } return ( - ( - {}} - /> - ), - }, - { - title: 'Occurrences', - dataIndex: 'occurrences', - sorter: (a, b) => a.occurrences - b.occurrences, - }, - { - title: 'Unique sessions', - dataIndex: 'unique_sessions', - sorter: (a, b) => a.unique_sessions - b.unique_sessions, - }, - { - title: 'Viewed', - dataIndex: 'viewed', - render: function Render(_, cluster) { - return `${(cluster.viewed / cluster.unique_sessions) * 100}% (${cluster.viewed} of ${ - cluster.unique_sessions - })` + <> + + ( + { + e.preventDefault() + openSessionPlayer({ id: cluster.samples[0].session_id }) + }} + /> + ), + }, + { + title: 'Occurrences', + dataIndex: 'occurrences', + sorter: (a, b) => a.occurrences - b.occurrences, + }, + { + title: 'Unique sessions', + dataIndex: 'unique_sessions', + sorter: (a, b) => a.unique_sessions - b.unique_sessions, + }, + { + title: 'Viewed', + dataIndex: 'viewed', + render: function Render(_, cluster) { + return `${(cluster.viewed / cluster.unique_sessions) * 100}% (${cluster.viewed} of ${ + cluster.unique_sessions + })` + }, + sorter: (a, b) => a.viewed - b.viewed, }, - sorter: (a, b) => a.viewed - b.viewed, - }, - { - title: 'Actions', - render: function Render(_, cluster) { - return ( - {}} - className="p-2 whitespace-nowrap" - > - Create playlist - - ) + { + title: 'Actions', + render: function Render(_, cluster) { + return ( + {}} + className="p-2 whitespace-nowrap" + > + Create playlist + + ) + }, }, - }, - ]} - dataSource={errors} - expandable={{ expandedRowRender: () =>
Hello
}} - /> + ]} + dataSource={errors} + expandable={{ expandedRowRender: () =>
Hello
}} + /> + ) } From 52a2c2000cf059cc3ee51c15cd4aceda564d277d Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 12:09:29 +0000 Subject: [PATCH 05/16] better json parsing of errors --- ee/session_recordings/ai/error_clustering.py | 6 ++- .../errors/SessionRecordingErrors.tsx | 39 ++++++++++++++++++- 2 files changed, 41 insertions(+), 4 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index 13a09bf9e845f..d573747926f22 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -25,12 +25,14 @@ def error_clustering(team: Team): - return [ { "cluster": 0, "samples": [ - {"session_id": "1234567", "input": "sdfghfds"}, + { + "session_id": "1234567", + "input": '{"error":"TypeError: Failed to fetch\\n at https://app-static-prod.posthog.com/static/chunk-A7UWEVCN.js:5:359\\n at https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:16:27600\\n at l (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:1844)\\n at Generator._invoke (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:1597)\\n at Generator.next (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:2207)\\n at a (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:7313)\\n at s (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:7516)\\nEnd of stack for Error object","reducerKey":"response","actionKey":"loadNewData"}', + }, {"session_id": "998765432", "input": "fdgbvafvfd"}, ], "occurrences": 100, diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 1e1cfbcd30f0e..2547721d74dac 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -1,7 +1,9 @@ import { IconFeatures } from '@posthog/icons' -import { LemonButton, LemonTable, Spinner } from '@posthog/lemon-ui' +import { LemonButton, LemonTable, LemonTabs, Spinner } from '@posthog/lemon-ui' import { useActions, useValues } from 'kea' +import { JSONViewer } from 'lib/components/JSONViewer' import { LemonTableLink } from 'lib/lemon-ui/LemonTable/LemonTableLink' +import { useState } from 'react' import { urls } from 'scenes/urls' import { SessionPlayerModal } from '../player/modal/SessionPlayerModal' @@ -84,8 +86,41 @@ export function SessionRecordingErrors(): JSX.Element { }, ]} dataSource={errors} - expandable={{ expandedRowRender: () =>
Hello
}} + expandable={{ expandedRowRender: (cluster) => }} /> ) } + +const ExpandedError = ({ error }: { error: string }): JSX.Element => { + const hasJson = isJSON(error) + const [activeTab, setActiveTab] = useState(hasJson ? 'json' : 'raw') + + return hasJson ? ( +
+ , + }, + { key: 'raw', label: 'Raw', content: {error} }, + ]} + /> +
+ ) : ( +
{error}
+ ) +} + +function isJSON(str: string): boolean { + try { + JSON.parse(str) + return true + } catch { + return false + } +} From 193351c09356eee2f7c941aa691a822f518c6d78 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 13:30:29 +0000 Subject: [PATCH 06/16] remove playlist creation --- .../errors/SessionRecordingErrors.tsx | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 2547721d74dac..373585f01ee7d 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -69,21 +69,6 @@ export function SessionRecordingErrors(): JSX.Element { }, sorter: (a, b) => a.viewed - b.viewed, }, - { - title: 'Actions', - render: function Render(_, cluster) { - return ( - {}} - className="p-2 whitespace-nowrap" - > - Create playlist - - ) - }, - }, ]} dataSource={errors} expandable={{ expandedRowRender: (cluster) => }} From d97d4d93186984b4f660aebf472b795eedfa71b0 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 18:49:27 +0000 Subject: [PATCH 07/16] tweaks to API for better UI --- ee/session_recordings/ai/error_clustering.py | 63 +++++-------------- .../errors/SessionRecordingErrors.tsx | 46 +++++++++----- frontend/src/types.ts | 4 +- 3 files changed, 46 insertions(+), 67 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index d573747926f22..aea5e0921a4ec 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -25,42 +25,6 @@ def error_clustering(team: Team): - return [ - { - "cluster": 0, - "samples": [ - { - "session_id": "1234567", - "input": '{"error":"TypeError: Failed to fetch\\n at https://app-static-prod.posthog.com/static/chunk-A7UWEVCN.js:5:359\\n at https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:16:27600\\n at l (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:1844)\\n at Generator._invoke (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:1597)\\n at Generator.next (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:2207)\\n at a (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:7313)\\n at s (https://us-assets.i.posthog.com/static/recorder-v2.js?v=1.111.1:1:7516)\\nEnd of stack for Error object","reducerKey":"response","actionKey":"loadNewData"}', - }, - {"session_id": "998765432", "input": "fdgbvafvfd"}, - ], - "occurrences": 100, - "unique_sessions": 2, - "viewed": 4, - }, - { - "cluster": 1, - "samples": [ - {"session_id": "1234567", "input": "sdfghfds"}, - {"session_id": "998765432", "input": "fdgbvafvfd"}, - ], - "occurrences": 234567, - "unique_sessions": 10, - "viewed": 5, - }, - { - "cluster": 2, - "samples": [ - {"session_id": "1234567", "input": "sdfghfds"}, - {"session_id": "998765432", "input": "fdgbvafvfd"}, - ], - "occurrences": 10, - "unique_sessions": 5, - "viewed": 8, - }, - ] - results = fetch_error_embeddings(team.pk) if not results: @@ -103,19 +67,24 @@ def cluster_embeddings(embeddings): def construct_response(df, team): - sessions_viewed = ( + viewed_session_ids = ( SessionRecordingViewed.objects.filter(team=team, session_id__in=df["session_id"].unique()) .values_list("session_id", flat=True) .distinct() ) - return [ - { - "cluster": cluster, - "samples": rows.head(n=DBSCAN_MIN_SAMPLES)[["session_id", "input"]].to_dict("records"), - "occurrences": rows.size, - "unique_sessions": rows["session_id"].nunique(), - "viewed": len(np.intersect1d(rows["session_id"].unique(), sessions_viewed, assume_unique=True)), - } - for cluster, rows in df.groupby("cluster") - ] + clusters = [] + for cluster, rows in df.groupby("cluster"): + session_ids = rows["session_id"].unique() + sample = rows.sample(n=1)[["session_id", "input"]].rename(columns={"input": "error"}).to_dict("records") + clusters.append( + { + "cluster": cluster, + "sample": sample, + "session_ids": session_ids, + "occurrences": rows.size, + "unique_sessions": len(session_ids), + "viewed": len(np.intersect1d(session_ids, viewed_session_ids, assume_unique=True)), + } + ) + return clusters diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 373585f01ee7d..8e16490b5a0c0 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -2,7 +2,6 @@ import { IconFeatures } from '@posthog/icons' import { LemonButton, LemonTable, LemonTabs, Spinner } from '@posthog/lemon-ui' import { useActions, useValues } from 'kea' import { JSONViewer } from 'lib/components/JSONViewer' -import { LemonTableLink } from 'lib/lemon-ui/LemonTable/LemonTableLink' import { useState } from 'react' import { urls } from 'scenes/urls' @@ -36,18 +35,14 @@ export function SessionRecordingErrors(): JSX.Element { title: 'Error', dataIndex: 'cluster', render: (_, cluster) => ( - { - e.preventDefault() - openSessionPlayer({ id: cluster.samples[0].session_id }) - }} - /> +
+ {cluster.sample.error} +
), + width: '50%', }, { title: 'Occurrences', @@ -55,23 +50,40 @@ export function SessionRecordingErrors(): JSX.Element { sorter: (a, b) => a.occurrences - b.occurrences, }, { - title: 'Unique sessions', + title: 'Sessions', dataIndex: 'unique_sessions', sorter: (a, b) => a.unique_sessions - b.unique_sessions, }, { title: 'Viewed', + tooltip: "Percentage of the issue you've already seen in other watched recordings", dataIndex: 'viewed', render: function Render(_, cluster) { - return `${(cluster.viewed / cluster.unique_sessions) * 100}% (${cluster.viewed} of ${ - cluster.unique_sessions - })` + return `${(cluster.viewed / cluster.unique_sessions) * 100}%` }, sorter: (a, b) => a.viewed - b.viewed, }, + { + title: 'Actions', + render: function Render(_, cluster) { + return ( + { + e.preventDefault() + openSessionPlayer({ id: cluster.sample.session_id }) + }} + className="p-2 whitespace-nowrap" + type="primary" + > + Watch example + + ) + }, + }, ]} dataSource={errors} - expandable={{ expandedRowRender: (cluster) => }} + expandable={{ expandedRowRender: (cluster) => }} /> ) diff --git a/frontend/src/types.ts b/frontend/src/types.ts index 013e60ddec634..ba76107b12692 100644 --- a/frontend/src/types.ts +++ b/frontend/src/types.ts @@ -896,11 +896,9 @@ export interface SessionRecordingsResponse { has_next: boolean } -export type ErrorClusterSample = { session_id: string; input: string } - export type ErrorCluster = { cluster: number - samples: ErrorClusterSample[] + sample: { session_id: string; error: string } occurrences: number unique_sessions: number viewed: number From 458f096e808bd9bca6e8d09a19914c56c6bbf872 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 18:54:05 +0000 Subject: [PATCH 08/16] per user views --- ee/session_recordings/ai/error_clustering.py | 10 +++++----- posthog/session_recordings/session_recording_api.py | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index aea5e0921a4ec..76a222e757a6d 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -1,7 +1,7 @@ from prometheus_client import Histogram from django.conf import settings from posthog.clickhouse.client import sync_execute -from posthog.models.team import Team +from posthog.models import Team, User from sklearn.cluster import DBSCAN import pandas as pd import numpy as np @@ -24,7 +24,7 @@ DBSCAN_MIN_SAMPLES = settings.REPLAY_EMBEDDINGS_CLUSTERING_DBSCAN_MIN_SAMPLES -def error_clustering(team: Team): +def error_clustering(team: Team, user: User): results = fetch_error_embeddings(team.pk) if not results: @@ -36,7 +36,7 @@ def error_clustering(team: Team): CLUSTER_REPLAY_ERRORS_CLUSTER_COUNT.labels(team_id=team.pk).observe(df["cluster"].nunique()) - return construct_response(df, team) + return construct_response(df, team, user) def fetch_error_embeddings(team_id: int): @@ -66,9 +66,9 @@ def cluster_embeddings(embeddings): return dbscan.labels_ -def construct_response(df, team): +def construct_response(df, team, user): viewed_session_ids = ( - SessionRecordingViewed.objects.filter(team=team, session_id__in=df["session_id"].unique()) + SessionRecordingViewed.objects.filter(team=team, user=user, session_id__in=df["session_id"].unique()) .values_list("session_id", flat=True) .distinct() ) diff --git a/posthog/session_recordings/session_recording_api.py b/posthog/session_recordings/session_recording_api.py index c784d737c822a..a708cb0f77792 100644 --- a/posthog/session_recordings/session_recording_api.py +++ b/posthog/session_recordings/session_recording_api.py @@ -603,7 +603,7 @@ def error_clusters(self, request: request.Request, **kwargs): raise exceptions.ValidationError("clustered errors is not enabled for this user") # Clustering will eventually be done during a scheduled background task - clusters = error_clustering(self.team) + clusters = error_clustering(self.team, user) if clusters: cache.set(cache_key, clusters, timeout=30) From d0d090c228fab5c85e08ce56159100203c8413fb Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 19:07:58 +0000 Subject: [PATCH 09/16] fix sorting --- .../session-recordings/errors/SessionRecordingErrors.tsx | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 8e16490b5a0c0..18e2cd6e5d32b 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -59,9 +59,9 @@ export function SessionRecordingErrors(): JSX.Element { tooltip: "Percentage of the issue you've already seen in other watched recordings", dataIndex: 'viewed', render: function Render(_, cluster) { - return `${(cluster.viewed / cluster.unique_sessions) * 100}%` + return `${((cluster.viewed / cluster.unique_sessions) * 100).toFixed(0)}%` }, - sorter: (a, b) => a.viewed - b.viewed, + sorter: (a, b) => a.viewed / a.unique_sessions - b.viewed / b.unique_sessions, }, { title: 'Actions', @@ -109,7 +109,10 @@ const ExpandedError = ({ error }: { error: string }): JSX.Element => { />
) : ( -
{error}
+
+

Example error

+
{error}
+
) } From 29389b84ade0900efed50eb0b90c94401caa3125 Mon Sep 17 00:00:00 2001 From: David Newell Date: Fri, 15 Mar 2024 19:11:36 +0000 Subject: [PATCH 10/16] move session player modal to the bottom --- .../scenes/session-recordings/errors/SessionRecordingErrors.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 18e2cd6e5d32b..1de5d03f3cd35 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -28,7 +28,6 @@ export function SessionRecordingErrors(): JSX.Element { return ( <> - }} /> + ) } From b26e52afd91f59689f35d55ac7a0094f5eeb98c6 Mon Sep 17 00:00:00 2001 From: David Newell Date: Mon, 18 Mar 2024 11:22:20 +0000 Subject: [PATCH 11/16] fix queryset typing --- ee/session_recordings/ai/error_clustering.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ee/session_recordings/ai/error_clustering.py b/ee/session_recordings/ai/error_clustering.py index 76a222e757a6d..03ea4f62d2789 100644 --- a/ee/session_recordings/ai/error_clustering.py +++ b/ee/session_recordings/ai/error_clustering.py @@ -66,8 +66,8 @@ def cluster_embeddings(embeddings): return dbscan.labels_ -def construct_response(df, team, user): - viewed_session_ids = ( +def construct_response(df: pd.DataFrame, team: Team, user: User): + viewed_session_ids = list( SessionRecordingViewed.objects.filter(team=team, user=user, session_id__in=df["session_id"].unique()) .values_list("session_id", flat=True) .distinct() From 2142c82b5a803f35a09645a3426d37ac3f64fe8c Mon Sep 17 00:00:00 2001 From: David Newell Date: Mon, 18 Mar 2024 17:08:13 +0000 Subject: [PATCH 12/16] add title parsing --- .../errors/SessionRecordingErrors.tsx | 25 +++++++++++++------ 1 file changed, 17 insertions(+), 8 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 1de5d03f3cd35..f4abc45382b76 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -33,14 +33,14 @@ export function SessionRecordingErrors(): JSX.Element { { title: 'Error', dataIndex: 'cluster', - render: (_, cluster) => ( -
- {cluster.sample.error} -
- ), + render: (_, cluster) => { + const displayTitle = parseTitle(cluster.sample.error) + return ( +
+ {displayTitle} +
+ ) + }, width: '50%', }, { @@ -124,3 +124,12 @@ function isJSON(str: string): boolean { return false } } + +function parseTitle(error: string): string { + try { + const parsedError = JSON.parse(error) + return parsedError.error || error + } catch { + return error + } +} From f364293dcb6d0cf42141862496a475412b2cd845 Mon Sep 17 00:00:00 2001 From: David Newell Date: Tue, 19 Mar 2024 09:50:07 +0000 Subject: [PATCH 13/16] Update frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx Co-authored-by: Paul D'Ambra --- .../scenes/session-recordings/errors/SessionRecordingErrors.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index f4abc45382b76..51c84a06ee44a 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -55,7 +55,7 @@ export function SessionRecordingErrors(): JSX.Element { }, { title: 'Viewed', - tooltip: "Percentage of the issue you've already seen in other watched recordings", + tooltip: "How many of these you've already viewed", dataIndex: 'viewed', render: function Render(_, cluster) { return `${((cluster.viewed / cluster.unique_sessions) * 100).toFixed(0)}%` From 058b01226f175921c79ec50ce22a3ecb9e18edd6 Mon Sep 17 00:00:00 2001 From: David Newell Date: Tue, 19 Mar 2024 09:57:22 +0000 Subject: [PATCH 14/16] title parsing --- .../session-recordings/errors/SessionRecordingErrors.tsx | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx index 51c84a06ee44a..56eac1213d91a 100644 --- a/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx +++ b/frontend/src/scenes/session-recordings/errors/SessionRecordingErrors.tsx @@ -9,6 +9,8 @@ import { SessionPlayerModal } from '../player/modal/SessionPlayerModal' import { sessionPlayerModalLogic } from '../player/modal/sessionPlayerModalLogic' import { sessionRecordingErrorsLogic } from './sessionRecordingErrorsLogic' +const MAX_TITLE_LENGTH = 75 + export function SessionRecordingErrors(): JSX.Element { const { openSessionPlayer } = useActions(sessionPlayerModalLogic) const { errors, errorsLoading } = useValues(sessionRecordingErrorsLogic) @@ -126,10 +128,13 @@ function isJSON(str: string): boolean { } function parseTitle(error: string): string { + let input try { const parsedError = JSON.parse(error) - return parsedError.error || error + input = parsedError.error || error } catch { - return error + input = error } + + return input.split('\n')[0].trim().substring(0, MAX_TITLE_LENGTH) } From 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