finish clickhouse journeys query

src/app/(main)/reports/[reportId]/ReportPage.tsx

@@ -1,11 +1,12 @@
 'use client';
-import FunnelReport from '../funnel/FunnelReport';
+import { useReport } from 'components/hooks';
 import EventDataReport from '../event-data/EventDataReport';
+import FunnelReport from '../funnel/FunnelReport';
+import GoalReport from '../goals/GoalsReport';
 import InsightsReport from '../insights/InsightsReport';
+import JourneyReport from '../journey/JourneyReport';
 import RetentionReport from '../retention/RetentionReport';
 import UTMReport from '../utm/UTMReport';
-import GoalReport from '../goals/GoalsReport';
-import { useReport } from 'components/hooks';
 
 const reports = {
   funnel: FunnelReport,
@@ -14,6 +15,7 @@ const reports = {
   retention: RetentionReport,
   utm: UTMReport,
   goals: GoalReport,
+  journey: JourneyReport,
 };
 
 export default function ReportPage({ reportId }: { reportId: string }) {

src/app/(main)/reports/journey/JourneyParameters.tsx

@@ -1,6 +1,6 @@
 import { useContext } from 'react';
 import { useMessages } from 'components/hooks';
-import { Form, FormButtons, SubmitButton } from 'react-basics';
+import { Form, FormButtons, FormInput, FormRow, SubmitButton, TextField } from 'react-basics';
 import { ReportContext } from '../[reportId]/Report';
 import BaseParameters from '../[reportId]/BaseParameters';
 
@@ -9,8 +9,8 @@ export function JourneyParameters() {
   const { formatMessage, labels } = useMessages();
 
   const { id, parameters } = report || {};
-  const { websiteId, dateRange } = parameters || {};
+  const { websiteId, dateRange, steps } = parameters || {};
-  const queryDisabled = !websiteId || !dateRange;
+  const queryDisabled = !websiteId || !dateRange || !steps;
 
   const handleSubmit = (data: any, e: any) => {
     e.stopPropagation();
@@ -24,6 +24,24 @@ export function JourneyParameters() {
   return (
     <Form values={parameters} onSubmit={handleSubmit} preventSubmit={true}>
       <BaseParameters showDateSelect={true} allowWebsiteSelect={!id} />
+      <FormRow label={`${formatMessage(labels.steps)} (3 to 7)`}>
+        <FormInput
+          name="steps"
+          rules={{ required: formatMessage(labels.required), pattern: /[0-9]+/, min: 3, max: 7 }}
+        >
+          <TextField autoComplete="off" />
+        </FormInput>
+      </FormRow>
+      <FormRow label={formatMessage(labels.startStep)}>
+        <FormInput name="startStep">
+          <TextField autoComplete="off" />
+        </FormInput>
+      </FormRow>
+      <FormRow label={formatMessage(labels.endStep)}>
+        <FormInput name="endStep">
+          <TextField autoComplete="off" />
+        </FormInput>
+      </FormRow>
       <FormButtons>
         <SubmitButton variant="primary" disabled={queryDisabled} isLoading={isRunning}>
           {formatMessage(labels.runQuery)}

src/app/(main)/reports/journey/JourneyReport.tsx

@@ -10,7 +10,7 @@ import { REPORT_TYPES } from 'lib/constants';
 
 const defaultParameters = {
   type: REPORT_TYPES.journey,
-  parameters: {},
+  parameters: { steps: 5 },
 };
 
 export default function JourneyReport({ reportId }: { reportId?: string }) {

src/app/(main)/reports/journey/JourneyView.tsx

@@ -8,14 +8,13 @@ import { useEscapeKey } from 'components/hooks';
 export default function JourneyView() {
   const [selected, setSelected] = useState(null);
   const { report } = useContext(ReportContext);
-  const { data } = report || {};
+  const { data, parameters } = report || {};
   useEscapeKey(() => setSelected(null));
-
   const columns = useMemo(() => {
     if (!data) {
       return [];
     }
-    return Array(data[0].items.length)
+    return Array(Number(parameters.steps))
       .fill(undefined)
       .map((col = {}, index) => {
         data.forEach(({ items, count }) => {

src/components/messages.ts

@@ -240,6 +240,8 @@ export const labels = defineMessages({
     defaultMessage: 'Track your campaigns through UTM parameters.',
   },
   steps: { id: 'label.steps', defaultMessage: 'Steps' },
+  startStep: { id: 'label.start-step', defaultMessage: 'Start Step' },
+  endStep: { id: 'label.end-step', defaultMessage: 'End Step' },
   addStep: { id: 'label.add-step', defaultMessage: 'Add step' },
   goal: { id: 'label.goal', defaultMessage: 'Goal' },
   goals: { id: 'label.goals', defaultMessage: 'Goals' },

src/pages/api/reports/index.ts

@@ -27,7 +27,7 @@ const schema = {
     name: yup.string().max(200).required(),
     type: yup
       .string()
-      .matches(/funnel|insights|retention|utm|goals/i)
+      .matches(/funnel|insights|retention|utm|goals|journey/i)
       .required(),
     description: yup.string().max(500),
     parameters: yup

src/pages/api/reports/journey.ts

@@ -9,6 +9,9 @@ import * as yup from 'yup';
 export interface RetentionRequestBody {
   websiteId: string;
   dateRange: { startDate: string; endDate: string };
+  steps: number;
+  startStep?: string;
+  endStep?: string;
 }
 
 const schema = {
@@ -21,6 +24,9 @@ const schema = {
         endDate: yup.date().required(),
       })
       .required(),
+    steps: yup.number().min(3).max(7).required(),
+    startStep: yup.string(),
+    endStep: yup.string(),
   }),
 };
 
@@ -36,6 +42,9 @@ export default async (
     const {
       websiteId,
       dateRange: { startDate, endDate },
+      steps,
+      startStep,
+      endStep,
     } = req.body;
 
     if (!(await canViewWebsite(req.auth, websiteId))) {
@@ -45,6 +54,9 @@ export default async (
     const data = await getJourney(websiteId, {
       startDate: new Date(startDate),
       endDate: new Date(endDate),
+      steps,
+      startStep,
+      endStep,
     });
 
     return ok(res, data);

src/queries/analytics/reports/getJourney.ts

@@ -8,6 +8,8 @@ interface JourneyResult {
   e3: string;
   e4: string;
   e5: string;
+  e6: string;
+  e7: string;
   count: string;
 }
 
@@ -17,6 +19,9 @@ export async function getJourney(
     filters: {
       startDate: Date;
       endDate: Date;
+      steps: number;
+      startStep?: string;
+      endStep?: string;
     },
   ]
 ) {
@@ -49,14 +54,14 @@ async function relationalQuery(
           and created_at between {{startDate}} and {{endDate}}
           and referrer_path != url_path), 
     sequences as (
-      SELECT s.e1,
+      select s.e1,
             s.e2,
             s.e3,
             s.e4,
             s.e5,
             count(*) count
       FROM (
-          SELECT session_id,
+          select session_id,
               MAX(CASE WHEN event_number = 1 THEN event ELSE NULL END) AS e1,
               MAX(CASE WHEN event_number = 2 THEN event ELSE NULL END) AS e2,
               MAX(CASE WHEN event_number = 3 THEN event ELSE NULL END) AS e3,
@@ -87,46 +92,99 @@ async function clickhouseQuery(
   filters: {
     startDate: Date;
     endDate: Date;
+    steps: number;
+    startStep?: string;
+    endStep?: string;
   },
 ): Promise<JourneyResult[]> {
-  const { startDate, endDate } = filters;
+  const { startDate, endDate, steps, startStep, endStep } = filters;
   const { rawQuery } = clickhouse;
+  const { sequenceQuery, startStepQuery, endStepQuery, params } = getJourneyQuery(
+    steps,
+    startStep,
+    endStep,
+  );
+
+  function getJourneyQuery(
+    steps: number,
+    startStep?: string,
+    endStep?: string,
+  ): {
+    sequenceQuery: string;
+    startStepQuery: string;
+    endStepQuery: string;
+    params: { [key: string]: string };
+  } {
+    const params = {};
+    let sequenceQuery = '';
+    let startStepQuery = '';
+    let endStepQuery = '';
+
+    // create sequence query
+    let selectQuery = '';
+    let maxQuery = '';
+    let groupByQuery = '';
+
+    for (let i = 1; i <= steps; i++) {
+      const endQuery = i < steps ? ',' : '';
+      selectQuery += `s.e${i},`;
+      maxQuery += `\nmax(CASE WHEN event_number = ${i} THEN event ELSE NULL END) AS e${i}${endQuery}`;
+      groupByQuery += `s.e${i}${endQuery} `;
+    }
+
+    sequenceQuery = `\nsequences as (
+          select ${selectQuery}
+          count(*) count
+      FROM (
+        select visit_id,
+            ${maxQuery}
+        FROM events
+        group by visit_id) s
+      group by ${groupByQuery})
+    `;
+
+    // create start Step params query
+    if (startStep) {
+      startStepQuery = `and e1 = {startStep:String}`;
+      params['startStep'] = startStep;
+    }
+
+    // create end Step params query
+    if (endStep) {
+      for (let i = 1; i < steps; i++) {
+        const startQuery = i === 1 ? 'and (' : '\nor ';
+        endStepQuery += `${startQuery}(e${i} = {endStep:String} and e${i + 1} is null) `;
+      }
+      endStepQuery += `\nor (e${steps} = {endStep:String}))`;
+
+      params['endStep'] = endStep;
+    }
+
+    return {
+      sequenceQuery,
+      startStepQuery,
+      endStepQuery,
+      params,
+    };
+  }
 
   return rawQuery(
     `
     WITH events AS (
       select distinct
-          session_id,
+          visit_id,
           referrer_path,
           coalesce(nullIf(event_name, ''), url_path) event,
-          row_number() OVER (PARTITION BY session_id ORDER BY created_at) AS event_number
+          row_number() OVER (PARTITION BY visit_id ORDER BY created_at) AS event_number
-      from umami.website_event 
+      from umami.website_event
       where website_id = {websiteId:UUID}
-          and created_at between {startDate:DateTime64} and {endDate:DateTime64}
+        and created_at between {startDate:DateTime64} and {endDate:DateTime64}),
-          and referrer_path != url_path),
+    ${sequenceQuery}
-    sequences as (
-        SELECT s.e1,
-            s.e2,
-            s.e3,
-            s.e4,
-            s.e5,
-            count(*) count
-        FROM (
-          SELECT session_id,
-              max(CASE WHEN event_number = 1 THEN event ELSE NULL END) AS e1,
-              max(CASE WHEN event_number = 2 THEN event ELSE NULL END) AS e2,
-              max(CASE WHEN event_number = 3 THEN event ELSE NULL END) AS e3,
-              max(CASE WHEN event_number = 4 THEN event ELSE NULL END) AS e4,
-              max(CASE WHEN event_number = 5 THEN event ELSE NULL END) AS e5
-          FROM events
-          group by session_id) s
-        group by s.e1,
-            s.e2,
-            s.e3,
-            s.e4,
-            s.e5)
     select *
     from sequences
+    where 1 = 1
+    ${startStepQuery}
+    ${endStepQuery}
     order by count desc
     limit 100
     `,
@@ -134,10 +192,28 @@ async function clickhouseQuery(
       websiteId,
       startDate,
       endDate,
+      ...params,
     },
   ).then(parseResult);
 }
 
-function parseResult(data: any) {
+function combineSequentialDuplicates(array: any) {
-  return data.map(({ e1, e2, e3, e4, e5, count }) => ({ items: [e1, e2, e3, e4, e5], count }));
+  if (array.length === 0) return array;
+
+  const result = [array[0]];
+
+  for (let i = 1; i < array.length; i++) {
+    if (array[i] !== array[i - 1]) {
+      result.push(array[i]);
+    }
+  }
+
+  return result;
+}
+
+function parseResult(data: any) {
+  return data.map(({ e1, e2, e3, e4, e5, e6, e7, count }) => ({
+    items: combineSequentialDuplicates([e1, e2, e3, e4, e5, e6, e7]),
+    count,
+  }));
 }