class CycleAnalytics include DatabaseMedian def initialize(project, from:) @project = project @from = from @summary = Summary.new(project, from: from) end def summary @summary end def issue calculate_metric!(:issue, TableReferences.issues[:created_at], [TableReferences.issue_metrics[:first_associated_with_milestone_at], TableReferences.issue_metrics[:first_added_to_board_at]]) end def plan calculate_metric!(:plan, [TableReferences.issue_metrics[:first_associated_with_milestone_at], TableReferences.issue_metrics[:first_added_to_board_at]], TableReferences.issue_metrics[:first_mentioned_in_commit_at]) end def code calculate_metric!(:code, TableReferences.issue_metrics[:first_mentioned_in_commit_at], TableReferences.merge_requests[:created_at]) end def test calculate_metric!(:test, TableReferences.merge_request_metrics[:latest_build_started_at], TableReferences.merge_request_metrics[:latest_build_finished_at]) end def review calculate_metric!(:review, TableReferences.merge_requests[:created_at], TableReferences.merge_request_metrics[:merged_at]) end def staging calculate_metric!(:staging, TableReferences.merge_request_metrics[:merged_at], TableReferences.merge_request_metrics[:first_deployed_to_production_at]) end def production calculate_metric!(:production, TableReferences.issues[:created_at], TableReferences.merge_request_metrics[:first_deployed_to_production_at]) end private def calculate_metric!(name, start_time_attrs, end_time_attrs) cte_table = Arel::Table.new("cte_table_for_#{name}") # Add a `SELECT` for (end_time - start-time), and add an alias for it. query = Arel::Nodes::As.new(cte_table, subtract_datetimes(base_query, end_time_attrs, start_time_attrs, name.to_s)) queries = Array.wrap(median_datetime(cte_table, query, name)) results = queries.map { |query| run_query(query) } extract_median(results).presence end # Join table with a row for every pair (where the merge request # closes the given issue) with issue and merge request metrics included. The metrics # are loaded with an inner join, so issues / merge requests without metrics are # automatically excluded. def base_query arel_table = TableReferences.merge_requests_closing_issues # Load issues query = arel_table.join(TableReferences.issues).on(TableReferences.issues[:id].eq(arel_table[:issue_id])). join(TableReferences.issue_metrics).on(TableReferences.issues[:id].eq(TableReferences.issue_metrics[:issue_id])). where(TableReferences.issues[:project_id].eq(@project.id)). where(TableReferences.issues[:deleted_at].eq(nil)). where(TableReferences.issues[:created_at].gteq(@from)) # Load merge_requests query = query.join(TableReferences.merge_requests, Arel::Nodes::OuterJoin).on(TableReferences.merge_requests[:id].eq(arel_table[:merge_request_id])). join(TableReferences.merge_request_metrics).on(TableReferences.merge_requests[:id].eq(TableReferences.merge_request_metrics[:merge_request_id])) # Limit to merge requests that have been deployed to production after `@from` query.where(TableReferences.merge_request_metrics[:first_deployed_to_production_at].gteq(@from)) end # Note: We use COALESCE to pick up the first non-null column for end_time / start_time. def subtract_datetimes(query_so_far, end_time_attrs, start_time_attrs, as) diff_fn = case ActiveRecord::Base.connection.adapter_name when 'PostgreSQL' Arel::Nodes::Subtraction.new( Arel::Nodes::NamedFunction.new("COALESCE", Array.wrap(end_time_attrs)), Arel::Nodes::NamedFunction.new("COALESCE", Array.wrap(start_time_attrs))) when 'Mysql2' Arel::Nodes::NamedFunction.new( "TIMESTAMPDIFF", [Arel.sql('second'), Arel::Nodes::NamedFunction.new("COALESCE", Array.wrap(start_time_attrs)), Arel::Nodes::NamedFunction.new("COALESCE", Array.wrap(end_time_attrs))]) else raise NotImplementedError, "Cycle analytics doesn't support your database type." end query_so_far.project(diff_fn.as(as)) end def run_query(query) if query.is_a? String ActiveRecord::Base.connection.execute query else ActiveRecord::Base.connection.execute query.to_sql end end def extract_median(results) result = results.compact.first case ActiveRecord::Base.connection.adapter_name when 'PostgreSQL' result.first['median'].to_f when 'Mysql2' result.to_a.flatten.first end end end