phase 8 and 9
This commit is contained in:
@@ -0,0 +1,84 @@
|
||||
<?php
|
||||
|
||||
namespace App\Services;
|
||||
|
||||
use App\Models\Event;
|
||||
use App\Models\Funnel;
|
||||
use App\Models\PageView;
|
||||
use Illuminate\Support\Carbon;
|
||||
use Illuminate\Support\Collection;
|
||||
use Illuminate\Support\Facades\DB;
|
||||
|
||||
class FunnelAnalysisService
|
||||
{
|
||||
public function __construct(
|
||||
private readonly Funnel $funnel,
|
||||
private readonly Carbon $from,
|
||||
private readonly Carbon $to,
|
||||
) {}
|
||||
|
||||
/**
|
||||
* Analyze funnel: for each step, count how many unique visitors completed it
|
||||
* (in order, within the same session or across sessions in the date range).
|
||||
*
|
||||
* Returns: [{label, type, value, visitors, drop_off, drop_off_pct, conversion_pct}]
|
||||
*/
|
||||
public function analyze(): array
|
||||
{
|
||||
$steps = $this->funnel->steps;
|
||||
if (empty($steps)) {
|
||||
return [];
|
||||
}
|
||||
|
||||
$websiteId = $this->funnel->website_id;
|
||||
|
||||
// Step 1: get all visitor IDs who completed the first step
|
||||
$currentVisitorIds = $this->visitorIdsForStep($steps[0], $websiteId);
|
||||
$firstStepCount = $currentVisitorIds->count();
|
||||
|
||||
$results = [];
|
||||
foreach ($steps as $i => $step) {
|
||||
if ($i === 0) {
|
||||
$stepVisitors = $firstStepCount;
|
||||
} else {
|
||||
$stepVisitorIds = $this->visitorIdsForStep($step, $websiteId);
|
||||
$currentVisitorIds = $currentVisitorIds->intersect($stepVisitorIds);
|
||||
$stepVisitors = $currentVisitorIds->count();
|
||||
}
|
||||
|
||||
$prevCount = $i > 0 ? $results[$i - 1]['visitors'] : $stepVisitors;
|
||||
$dropOff = $prevCount - $stepVisitors;
|
||||
$dropOffPct = $prevCount > 0 ? round(($dropOff / $prevCount) * 100, 1) : 0;
|
||||
$conversionPct = $firstStepCount > 0 ? round(($stepVisitors / $firstStepCount) * 100, 1) : 0;
|
||||
|
||||
$results[] = [
|
||||
'label' => $step['label'] ?? $step['value'],
|
||||
'type' => $step['type'],
|
||||
'value' => $step['value'],
|
||||
'visitors' => $stepVisitors,
|
||||
'drop_off' => $dropOff,
|
||||
'drop_off_pct' => $dropOffPct,
|
||||
'conversion_pct' => $conversionPct,
|
||||
];
|
||||
}
|
||||
|
||||
return $results;
|
||||
}
|
||||
|
||||
private function visitorIdsForStep(array $step, int $websiteId): Collection
|
||||
{
|
||||
if ($step['type'] === 'pageview') {
|
||||
return PageView::where('website_id', $websiteId)
|
||||
->whereBetween('viewed_at', [$this->from, $this->to])
|
||||
->where('path', $step['value'])
|
||||
->distinct()
|
||||
->pluck('visitor_id');
|
||||
}
|
||||
|
||||
return Event::where('website_id', $websiteId)
|
||||
->whereBetween('occurred_at', [$this->from, $this->to])
|
||||
->where('name', $step['value'])
|
||||
->distinct()
|
||||
->pluck('visitor_id');
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user