fix averages in aggregation jobs
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This commit is contained in:
229
db/helpers.go
229
db/helpers.go
@@ -386,20 +386,31 @@ func BuildDailySummaryInsert(tableName string, unionQuery string) (string, error
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insert := fmt.Sprintf(`
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WITH snapshots AS (
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%s
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), ordered AS (
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), totals AS (
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SELECT COUNT(DISTINCT "SnapshotTime") AS total_samples FROM snapshots
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), agg AS (
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SELECT
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s.*,
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LEAD("SnapshotTime") OVER (PARTITION BY "VmId", "Vcenter" ORDER BY "SnapshotTime") AS next_snapshot,
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LEAD("SnapshotTime") OVER (PARTITION BY "VmId", "Vcenter" ORDER BY "SnapshotTime") - "SnapshotTime" AS interval_seconds
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FROM snapshots s
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), weighted AS (
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SELECT
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o.*,
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CASE
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WHEN o.interval_seconds IS NULL OR o.interval_seconds <= 0 THEN 3600
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ELSE o.interval_seconds
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END AS weight_seconds
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FROM ordered o
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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MIN(NULLIF("CreationTime", 0)) AS any_creation,
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MAX(NULLIF("DeletionTime", 0)) AS any_deletion,
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MIN(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END) AS first_present,
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MAX(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END) AS last_present,
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MAX(CASE WHEN "IsPresent" = 'FALSE' THEN "SnapshotTime" END) AS last_absent,
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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"RamGB", "IsTemplate", "PoweredOn", "SrmPlaceholder", "VmUuid",
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SUM(CASE WHEN "IsPresent" = 'TRUE' THEN 1 ELSE 0 END) AS samples_present,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND "VcpuCount" IS NOT NULL THEN "VcpuCount" ELSE 0 END) AS sum_vcpu,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND "RamGB" IS NOT NULL THEN "RamGB" ELSE 0 END) AS sum_ram,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND "ProvisionedDisk" IS NOT NULL THEN "ProvisionedDisk" ELSE 0 END) AS sum_disk,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'tin' THEN 1 ELSE 0 END) AS tin_hits,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'bronze' THEN 1 ELSE 0 END) AS bronze_hits,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'silver' THEN 1 ELSE 0 END) AS silver_hits,
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SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'gold' THEN 1 ELSE 0 END) AS gold_hits
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FROM snapshots
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GROUP BY
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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"RamGB", "IsTemplate", "PoweredOn", "SrmPlaceholder", "VmUuid"
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)
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INSERT INTO %s (
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId", "CreationTime", "DeletionTime",
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@@ -410,73 +421,69 @@ INSERT INTO %s (
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"Tin", "Bronze", "Silver", "Gold"
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)
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SELECT
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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COALESCE(NULLIF("CreationTime", 0), MIN(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END), 0) AS "CreationTime",
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COALESCE(NULLIF("DeletionTime", 0), MAX(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END), 0) AS "DeletionTime",
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agg."InventoryId", agg."Name", agg."Vcenter", agg."VmId", agg."EventKey", agg."CloudId",
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COALESCE(agg.any_creation, agg.first_present, 0) AS "CreationTime",
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CASE
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WHEN agg.last_present IS NULL THEN NULLIF(agg.any_deletion, 0)
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WHEN agg.last_absent IS NOT NULL AND agg.last_absent > agg.last_present THEN agg.last_absent
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ELSE NULLIF(agg.any_deletion, 0)
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END AS "DeletionTime",
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(
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SELECT s2."ResourcePool"
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FROM weighted s2
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WHERE s2."VmId" = weighted."VmId"
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AND s2."Vcenter" = weighted."Vcenter"
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FROM snapshots s2
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WHERE s2."VmId" = agg."VmId"
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AND s2."Vcenter" = agg."Vcenter"
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AND s2."IsPresent" = 'TRUE'
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ORDER BY s2."SnapshotTime" DESC
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LIMIT 1
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) AS "ResourcePool",
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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"RamGB", "IsTemplate", "PoweredOn", "SrmPlaceholder", "VmUuid",
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SUM(CASE WHEN "IsPresent" = 'TRUE' THEN 1 ELSE 0 END) AS "SamplesPresent",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "VcpuCount" IS NOT NULL THEN "VcpuCount" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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agg."Datacenter", agg."Cluster", agg."Folder", agg."ProvisionedDisk", agg."VcpuCount",
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agg."RamGB", agg."IsTemplate", agg."PoweredOn", agg."SrmPlaceholder", agg."VmUuid",
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agg.samples_present AS "SamplesPresent",
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CASE WHEN totals.total_samples > 0
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THEN 1.0 * agg.sum_vcpu / totals.total_samples
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ELSE NULL END AS "AvgVcpuCount",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "RamGB" IS NOT NULL THEN "RamGB" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 1.0 * agg.sum_ram / totals.total_samples
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ELSE NULL END AS "AvgRamGB",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "ProvisionedDisk" IS NOT NULL THEN "ProvisionedDisk" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 1.0 * agg.sum_disk / totals.total_samples
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ELSE NULL END AS "AvgProvisionedDisk",
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CASE WHEN SUM(weight_seconds) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) / SUM(weight_seconds)
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CASE WHEN totals.total_samples > 0
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THEN 1.0 * agg.samples_present / totals.total_samples
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ELSE NULL END AS "AvgIsPresent",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'tin' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.tin_hits / agg.samples_present
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ELSE NULL END AS "PoolTinPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'bronze' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.bronze_hits / agg.samples_present
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ELSE NULL END AS "PoolBronzePct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'silver' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.silver_hits / agg.samples_present
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ELSE NULL END AS "PoolSilverPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'gold' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.gold_hits / agg.samples_present
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ELSE NULL END AS "PoolGoldPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'tin' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.tin_hits / agg.samples_present
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ELSE NULL END AS "Tin",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'bronze' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.bronze_hits / agg.samples_present
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ELSE NULL END AS "Bronze",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'silver' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.silver_hits / agg.samples_present
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ELSE NULL END AS "Silver",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'gold' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN agg.samples_present > 0
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THEN 100.0 * agg.gold_hits / agg.samples_present
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ELSE NULL END AS "Gold"
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FROM weighted
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FROM agg
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CROSS JOIN totals
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GROUP BY
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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"RamGB", "IsTemplate", "PoweredOn", "SrmPlaceholder", "VmUuid";
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agg."InventoryId", agg."Name", agg."Vcenter", agg."VmId", agg."EventKey", agg."CloudId",
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agg."Datacenter", agg."Cluster", agg."Folder", agg."ProvisionedDisk", agg."VcpuCount",
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agg."RamGB", agg."IsTemplate", agg."PoweredOn", agg."SrmPlaceholder", agg."VmUuid",
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agg.any_creation, agg.any_deletion, agg.first_present, agg.last_present, agg.last_absent,
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totals.total_samples;
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`, unionQuery, tableName)
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return insert, nil
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}
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@@ -487,22 +494,18 @@ func BuildMonthlySummaryInsert(tableName string, unionQuery string) (string, err
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return "", err
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}
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insert := fmt.Sprintf(`
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WITH snapshots AS (
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WITH daily AS (
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%s
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), ordered AS (
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), enriched AS (
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SELECT
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s.*,
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LEAD("SnapshotTime") OVER (PARTITION BY "VmId", "Vcenter" ORDER BY "SnapshotTime") AS next_snapshot,
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LEAD("SnapshotTime") OVER (PARTITION BY "VmId", "Vcenter" ORDER BY "SnapshotTime") - "SnapshotTime" AS interval_seconds
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FROM snapshots s
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), weighted AS (
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SELECT
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o.*,
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d.*,
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CASE
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WHEN o.interval_seconds IS NULL OR o.interval_seconds <= 0 THEN 3600
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ELSE o.interval_seconds
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END AS weight_seconds
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FROM ordered o
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WHEN d."AvgIsPresent" IS NOT NULL AND d."AvgIsPresent" > 0 THEN d."SamplesPresent" / d."AvgIsPresent"
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ELSE CAST(d."SamplesPresent" AS REAL)
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END AS total_samples_day
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FROM daily d
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), totals AS (
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SELECT COALESCE(SUM(total_samples_day), 0) AS total_samples FROM enriched
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)
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INSERT INTO %s (
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId", "CreationTime", "DeletionTime",
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@@ -514,68 +517,50 @@ INSERT INTO %s (
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)
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SELECT
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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COALESCE(NULLIF("CreationTime", 0), MIN(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END), 0) AS "CreationTime",
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COALESCE(NULLIF("DeletionTime", 0), MAX(CASE WHEN "IsPresent" = 'TRUE' THEN "SnapshotTime" END), 0) AS "DeletionTime",
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(
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SELECT s2."ResourcePool"
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FROM weighted s2
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WHERE s2."VmId" = weighted."VmId"
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AND s2."Vcenter" = weighted."Vcenter"
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AND s2."IsPresent" = 'TRUE'
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ORDER BY s2."SnapshotTime" DESC
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LIMIT 1
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) AS "ResourcePool",
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COALESCE(NULLIF("CreationTime", 0), MIN(NULLIF("CreationTime", 0)), 0) AS "CreationTime",
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NULLIF(MAX(NULLIF("DeletionTime", 0)), 0) AS "DeletionTime",
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MAX("ResourcePool") AS "ResourcePool",
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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"RamGB", "IsTemplate", "PoweredOn", "SrmPlaceholder", "VmUuid",
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SUM(CASE WHEN "IsPresent" = 'TRUE' THEN 1 ELSE 0 END) AS "SamplesPresent",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "VcpuCount" IS NOT NULL THEN "VcpuCount" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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SUM("SamplesPresent") AS "SamplesPresent",
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CASE WHEN totals.total_samples > 0
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THEN SUM(CASE WHEN "AvgVcpuCount" IS NOT NULL THEN "AvgVcpuCount" * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "AvgVcpuCount",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "RamGB" IS NOT NULL THEN "RamGB" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN SUM(CASE WHEN "AvgRamGB" IS NOT NULL THEN "AvgRamGB" * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "AvgRamGB",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' AND "ProvisionedDisk" IS NOT NULL THEN "ProvisionedDisk" * weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN SUM(CASE WHEN "AvgProvisionedDisk" IS NOT NULL THEN "AvgProvisionedDisk" * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "AvgProvisionedDisk",
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CASE WHEN SUM(weight_seconds) > 0
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THEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) / SUM(weight_seconds)
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CASE WHEN totals.total_samples > 0
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THEN SUM("SamplesPresent") * 1.0 / totals.total_samples
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ELSE NULL END AS "AvgIsPresent",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'tin' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "PoolTinPct" IS NOT NULL THEN ("PoolTinPct" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "PoolTinPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'bronze' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "PoolBronzePct" IS NOT NULL THEN ("PoolBronzePct" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "PoolBronzePct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'silver' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "PoolSilverPct" IS NOT NULL THEN ("PoolSilverPct" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "PoolSilverPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'gold' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "PoolGoldPct" IS NOT NULL THEN ("PoolGoldPct" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "PoolGoldPct",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'tin' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "Tin" IS NOT NULL THEN ("Tin" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "Tin",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'bronze' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "Bronze" IS NOT NULL THEN ("Bronze" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "Bronze",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'silver' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "Silver" IS NOT NULL THEN ("Silver" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "Silver",
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CASE WHEN SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END) > 0
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THEN 100.0 * SUM(CASE WHEN "IsPresent" = 'TRUE' AND LOWER("ResourcePool") = 'gold' THEN weight_seconds ELSE 0 END)
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/ SUM(CASE WHEN "IsPresent" = 'TRUE' THEN weight_seconds ELSE 0 END)
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CASE WHEN totals.total_samples > 0
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THEN 100.0 * SUM(CASE WHEN "Gold" IS NOT NULL THEN ("Gold" / 100.0) * total_samples_day ELSE 0 END) / totals.total_samples
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ELSE NULL END AS "Gold"
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FROM weighted
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FROM enriched
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CROSS JOIN totals
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GROUP BY
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"InventoryId", "Name", "Vcenter", "VmId", "EventKey", "CloudId",
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"Datacenter", "Cluster", "Folder", "ProvisionedDisk", "VcpuCount",
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