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WITH p AS (SELECT DATE_TRUNC('month', created_at::date)::date AS month, DATE_TRUNC('year', created_at::date) AS year, SUM(costs) OVER (ORDER BY DATE_TRUNC('month', created_at::date)) AS total FROM tools_shop.costs ) SELECT month, total FROM p WHERE year IN ('2017-01-01', '2018-01-01');