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            Aggregated product pages

            scheduleLast updated on November 13, 2026

            1. Dataset Name

            Aggregated Product Pages Performance

            2. Description

            Cross-page performance dataset that consolidates latency measurements for the highest-traffic recruiter surfaces into a single comparable log. It classifies each measurement into an endpoint_type - minimal vs. full profile page, positions pipeline (leads and applicants), positions home, community home, pipeline profile fields, and the profile data endpoints - by combining namespace, event, referrer, request endpoint and the arg_minimal request flag. Latency is exposed in both milliseconds and seconds.

            3. Source Tables

            • customer_views.www_server_log (single source table - no joins)

            4. Grain

            One row per latency measurement that maps to a recognised endpoint_type. Both page-level (pageInteractiveTime / componentInteractiveTime) and API-level (profile data endpoints) measurements coexist in the same table, so endpoint_type must always be part of the grouping.

            5. Dashboards Supported

            • Product Performance Dashboard - page and endpoint comparison

            6. Metrics Supported

            Metric Supported Breakdowns
            Average / Median / p90 Latency Endpoint type, page type, namespace, request endpoint, date
            Measurement Volume Endpoint type, namespace, date
            Minimal vs. Full Profile Page Latency Page type, request endpoint
            Pipeline Page Latency Leads vs. applicants (endpoint type), date
            Slow Request Rate Endpoint type (thresholded on latency_sec)

            7. Known Exclusions / Filters Applied

            • Rows that do not map to one of the defined endpoint_type values are dropped - the dataset is an allowlist, not full coverage.
            • Only navigationType 'initialVisit' and 'navigateFromAnotherPage' are counted, which means API-endpoint rows are also subject to a navigation-type filter that many of them will not carry. Validate volumes before trusting endpoint-level counts.
            • Non-production hostnames (%dev%, eightfolddemo%, stage%, github-ci%) and bot interfaces are excluded; only response_code < 400 is counted.
            • Rows with a null latency_milliseconds are excluded. Unlike the page_interactive_* datasets, there is no 30-second latency ceiling here, so outliers are retained and averages will run higher.
            • Minimal vs. full profile classification depends on the arg_minimal request flag being present in json_data; requests that omit it default to 'full'.
            • get_pipeline_profile_fields rows exclude request_path = '/vslog' to avoid double counting the logging call itself.
            • latency_sec and latency_milliseconds are the same measure at different scales - do not chart both.

            8. Schema

            Column Name Data Type Field Type Notes
            t_create datetime Dimension Timestamp of the measurement; primary time axis
            latency_sec decimal Measure Latency in seconds (latency_milliseconds / 1000)
            endpoint_type varchar Dimension Classified surface: minimal_profile_page, full_profile_page, positions_pipeline_leads, positions_pipeline_applicants, positions_home_page, community_home_page, pipeline_profile_fields, minimal_profile_page_endpoints, full_profile_page_endpoints
            group_id varchar Dimension Tenant/customer scoping identifier
            namespace varchar Dimension Application namespace that emitted the event
            event varchar Dimension Measurement event (pageInteractiveTime or componentInteractiveTime)
            request_endpoint varchar Dimension Backend endpoint serving the request
            request_path varchar Dimension Request path
            referrer varchar Dimension Referrer URL of the request
            latency_milliseconds bigint Measure Latency in milliseconds; same measure as latency_sec at a different scale
            navigation varchar Dimension navigationType from the request payload (initialVisit / navigateFromAnotherPage)
            component varchar Dimension Component name for componentInteractiveTime measurements (e.g. profile_panel)
            arg_wf_id varchar Dimension Workflow identifier from the request payload
            page_type varchar Dimension 'Minimal Profile Page' or 'Full Profile Page' for profile data endpoints; null for page-level rows
            #product aggregation #product collection

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