Example #1
0
        public ReportOverTime <int> GetTimelinessCrashCountsByMonth(int year, CrashesOverTimeQuery query)
        {
            var maxDate = DateTime.Now.Subtract(new TimeSpan(1, 0, 0, 0));

            var preparedWhereClause = PrepareWhereClause(query);

            var queryText = $@"SELECT /*+ RESULT_CACHE */
                CASE
                    WHEN hsmv_orig_load_dt_diff BETWEEN 0 AND 10 THEN '0-10 days'
                    WHEN hsmv_orig_load_dt_diff BETWEEN 11 AND 30 THEN '11-30 days'
                    WHEN hsmv_orig_load_dt_diff > 30 THEN '31+ days'
                END AS series,
                TO_CHAR(hsmv_orig_load_dt, 'Mon YYYY') AS category,
                TO_CHAR(hsmv_orig_load_dt, 'MM') AS category_sort,
                COUNT(*) AS ct
            FROM crash_evt
                WHERE hsmv_orig_load_dt BETWEEN TO_DATE(:year||'/01/01', 'YYYY/MM/DD') AND TO_DATE(:year||'/12/31', 'YYYY/MM/DD')
                AND ( {preparedWhereClause.whereClauseText} )
                AND hsmv_orig_load_dt_diff IS NOT NULL
            GROUP BY
                CASE
                    WHEN hsmv_orig_load_dt_diff BETWEEN 0 AND 10 THEN '0-10 days'
                    WHEN hsmv_orig_load_dt_diff BETWEEN 11 AND 30 THEN '11-30 days'
                    WHEN hsmv_orig_load_dt_diff > 30 THEN '31+ days'
                END,
                TO_CHAR(hsmv_orig_load_dt, 'Mon YYYY'),
                TO_CHAR(hsmv_orig_load_dt, 'MM')
            ORDER BY series, category_sort";

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                year
            });

            var report = new ReportOverTime <int>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results = conn.Query(queryText, dynamicParams);
                report.categories = results.DistinctBy(r => r.CATEGORY).Select(r => (string)(r.CATEGORY));
                var seriesNames = results.DistinctBy(r => r.SERIES).Select(r => (string)(r.SERIES));
                var series      = new List <ReportSeries <int> >();
                foreach (var seriesName in seriesNames)
                {
                    series.Add(new ReportSeries <int>()
                    {
                        name = seriesName,
                        data = results.Where(r => r.SERIES == seriesName).Select(r => (int)r.CT)
                    });
                }
                report.series = series;
            }
            return(report);
        }
Example #2
0
        public ReportOverTime <int> GetCrashCountsByYear(CrashesOverTimeQuery query)
        {
            string[] monthNames = new[] { "", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec" };

            // find the last day of the last full month that ended at least MIN_DAYS_BACK days ago
            var  nDaysAgo   = DateTime.Now.Subtract(new TimeSpan(MIN_DAYS_BACK, 0, 0, 0));
            var  maxDate    = new DateTime(nDaysAgo.Year, nDaysAgo.Month, 1).Subtract(new TimeSpan(1, 0, 0, 0));
            var  minDate    = new DateTime(maxDate.Year - 4, 1, 1); // include 4 calendar years prior to maxDate
            bool isFullYear = maxDate.Month == 12;

            int    series1StartMonth = 1;
            int    series1EndMonth   = maxDate.Month;
            string series1Format     = series1StartMonth == series1EndMonth
                ? "{0}"        // single-month series
                : "{0} - {1}"; // multiple-month series
            string series1Label = string.Format(series1Format, monthNames[series1StartMonth], monthNames[series1EndMonth]);

            int?   series2StartMonth;
            int?   series2EndMonth;
            string series2Label = "";

            if (!isFullYear)
            {
                series2StartMonth = maxDate.Month + 1;
                series2EndMonth   = 12;
                string series2Format = series2StartMonth == series2EndMonth
                    ? "{0}"        // single-month series
                    : "{0} - {1}"; // multiple-month series
                series2Label = string.Format(series2Format, monthNames[(int)series2StartMonth], monthNames[(int)series2EndMonth]);
            }

            var preparedWhereClause = PrepareWhereClause(query);

            var queryText = $@"WITH grouped_cts AS (
                -- count matching crashes, grouped by year and month
                SELECT /*+ RESULT_CACHE */
                    crash_yr,
                    crash_mm,
                    COUNT(*) ct
                FROM crash_evt
                WHERE key_crash_dt BETWEEN TRUNC(:minDate) AND TRUNC(:maxDate)
                AND ( {preparedWhereClause.whereClauseText} )
                GROUP BY crash_yr, crash_mm
            )
            SELECT /*+ RESULT_CACHE */ -- sum previous counts, grouped by series and year
                CASE WHEN crash_mm <= :series1EndMonth THEN 1 ELSE 2 END AS seq,
                CASE WHEN crash_mm <= :series1EndMonth THEN :series1Label ELSE :series2Label END AS series,
                CAST(crash_yr AS VARCHAR2(4)) AS category,
                SUM(ct) AS ct
            FROM grouped_cts
            GROUP BY
                CASE WHEN crash_mm <= :series1EndMonth THEN 1 ELSE 2 END,
                CASE WHEN crash_mm <= :series1EndMonth THEN :series1Label ELSE :series2Label END,
                crash_yr
            ORDER BY
                CASE WHEN crash_mm <= :series1EndMonth THEN 1 ELSE 2 END,
                crash_yr";

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                series1EndMonth,
                series1Label,
                series2Label,
                maxDate,
                minDate
            });

            var report = new ReportOverTime <int>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results = conn.Query(queryText, dynamicParams);
                report.categories = results.DistinctBy(r => r.CATEGORY).Select(r => (string)(r.CATEGORY));
                var seriesNames = results.DistinctBy(r => r.SERIES).Select(r => (string)(r.SERIES));
                var series      = new List <ReportSeries <int> >();
                foreach (var seriesName in seriesNames)
                {
                    series.Add(new ReportSeries <int>()
                    {
                        name = seriesName,
                        data = results.Where(r => r.SERIES == seriesName).Select(r => (int)r.CT)
                    });
                }
                report.series = series;
            }
            return(report);
        }
Example #3
0
        public ReportOverTime <int> GetCrashCountsByAttribute(int year, string attrName, CrashesOverTimeQuery query)
        {
            // find the date MIN_DAYS_BACK days ago
            DateTime maxDate = DateTime.Now.Subtract(new TimeSpan(MIN_DAYS_BACK, 0, 0, 0));

            if (year < maxDate.Year)
            {
                maxDate = new DateTime(year, 12, 31);
            }

            var preparedWhereClause = PrepareWhereClause(query);

            string queryText;

            switch (attrName)
            {
            case "weather-condition":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(weather_cond, 'Unknown') AS category, COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(weather_cond, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(vv.crash_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM v_crash_weather_cond vv
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = vv.crash_attr_tx
                    ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, vv.crash_attr_cd";
                break;

            case "light-condition":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(light_cond, 'Unknown') AS category, COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(light_cond, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(vv.crash_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM v_crash_light_cond vv
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = vv.crash_attr_tx
                    ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, vv.crash_attr_cd";
                break;

            case "road-surface-condition":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(rd_surf_cond, 'Unknown') AS category, COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(rd_surf_cond, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(vv.crash_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM v_crash_road_surf_cond vv
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = vv.crash_attr_tx
                    ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, vv.crash_attr_cd";
                break;

            case "crash-type":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            crash_type AS category, COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY crash_type
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(vv.crash_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM v_crash_type vv
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = vv.crash_attr_tx
                    ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, vv.crash_attr_cd";
                break;

            case "crash-severity":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            crash_sev_dtl AS category,
                            COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY crash_sev_dtl
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(vv.crash_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM v_crash_sev_dtl vv
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = vv.crash_attr_tx
                    WHERE vv.crash_attr_cd <> 0
                    ORDER BY vv.crash_attr_cd";
                break;

            case "first-harmful-event":
                queryText = $@"WITH
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(first_he, 'Unknown') AS category,
                            COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(first_he, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(he.harmful_evt_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM dim_harmful_evt he
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = he.harmful_evt_tx
                    ORDER BY CASE WHEN category = 'Unknown' THEN 2 ELSE 1 END, he.harmful_evt_cd";
                break;

            case "hour-of-day":
                queryText = $@"WITH
                    hrs AS (
                        SELECT /*+ RESULT_CACHE */
                            COLUMN_VALUE hr,
                            to_char(TO_DATE(COLUMN_VALUE, 'hh24'), 'fmHH AM') hr_tx
                        FROM TABLE(SYS.odcinumberlist(0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23))
                    ),
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(crash_hh_am, 'Unknown') AS category,
                            COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(crash_hh_am, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        nvl(hrs.hr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM hrs
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = hrs.hr_tx
                    ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, hrs.hr";
                break;

            case "day-of-week":
                queryText = $@"WITH
                    days_of_week AS (
                        SELECT /*+ RESULT_CACHE */
                            COLUMN_VALUE day_val,
                            CASE COLUMN_VALUE
                                WHEN 1 THEN 'Sunday'
                                WHEN 2 THEN 'Monday'
                                WHEN 3 THEN 'Tuesday'
                                WHEN 4 THEN 'Wednesday'
                                WHEN 5 THEN 'Thursday'
                                WHEN 6 THEN 'Friday'
                                WHEN 7 THEN 'Saturday'
                            END AS day_tx
                        FROM TABLE(SYS.odcinumberlist(1,2,3,4,5,6,7))
                    ),
                    grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                            nvl(crash_day, 'Unknown') AS category,
                            COUNT(*) AS ct
                        FROM crash_evt
                        WHERE crash_yr = :year
                        AND key_crash_dt < TRUNC(:maxDate + 1)
                        AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY nvl(crash_day, 'Unknown')
                    )
                    SELECT /*+ RESULT_CACHE */
                        ds.day_tx AS category,
                        nvl(cts.ct, 0) AS ct
                    FROM days_of_week ds
                    FULL OUTER JOIN grouped_cts cts
                        ON cts.category = ds.day_tx
                    ORDER BY ds.day_val";
                break;

            default:
                return(null);
            }

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                maxDate,
                maxDate.Year
            });

            var report = new ReportOverTime <int>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results = conn.Query(queryText, dynamicParams);
                report.categories = results.DistinctBy(r => r.CATEGORY).Select(r => (string)(r.CATEGORY));
                var seriesName = maxDate.Year.ToString();
                var series     = new List <ReportSeries <int> >();
                series.Add(new ReportSeries <int>()
                {
                    name = seriesName,
                    data = results.Select(r => (int)r.CT)
                });
                report.series = series;
            }
            return(report);
        }
Example #4
0
        public ReportOverTime <int?> GetCrashCountsByDay(int year, bool alignByWeek, CrashesOverTimeQuery query)
        {
            // find the date MIN_DAYS_BACK days ago
            DateTime maxDate = DateTime.Now.Subtract(new TimeSpan(MIN_DAYS_BACK, 0, 0, 0));

            if (year < maxDate.Year)
            {
                maxDate = new DateTime(year, 12, 31);
            }

            string innerQueryText;

            if (alignByWeek)
            {
                innerQueryText = @"SELECT
                    :year AS yr,
                    dd1.evt_dt,
                    :year - 1 AS prev_yr,
                    dd2.evt_dt AS prev_yr_dt
                FROM dim_date dd1
                FULL OUTER JOIN dim_date dd2
                    ON dd2.evt_dt = dd1.prev_yr_dt_align_day_of_wk -- align by day of week
                WHERE ( dd1.evt_yr = :year OR dd2.evt_yr = :year - 1 )
                ORDER BY dd2.evt_dt, dd1.evt_dt";
            }
            else
            {
                innerQueryText = @"SELECT
                    :year AS yr,
                    dd1.evt_dt,
                    :year - 1 AS prev_yr,
                    dd2.evt_dt AS prev_yr_dt
                FROM dim_date dd1
                FULL OUTER JOIN dim_date dd2
                    ON dd2.evt_dt = dd1.prev_yr_dt_align_day_of_mo -- align by day of month
                WHERE ( dd1.evt_yr = :year OR dd2.evt_yr = :year - 1 )
                AND (
                    dd2.evt_dt IS NULL -- INCLUDE null record if current year has feb 29
                    OR dd2.evt_mm <> 2 OR dd2.evt_dd <> 29  -- EXCLUDE feb 29 prior year
                )
                ORDER BY dd1.evt_dt";
            }

            var preparedWhereClause = PrepareWhereClause(query);

            var queryText = $@"WITH
            aligned_dts AS (
                SELECT /*+ RESULT_CACHE */
                    ROWNUM AS seq, yr, evt_dt, prev_yr, prev_yr_dt
                FROM ( {innerQueryText} )
            ),
            crash_cts AS (
                SELECT /*+ RESULT_CACHE */
                    key_crash_dt, COUNT(*) AS ct
                FROM crash_evt ce
                WHERE crash_yr BETWEEN :year - 1 AND :year
                AND ( {preparedWhereClause.whereClauseText} )
                GROUP BY key_crash_dt
            )
            SELECT /*+ RESULT_CACHE */
                TO_CHAR(yr) AS series, seq, evt_dt,
                CASE
                    WHEN evt_dt IS NULL OR evt_dt >= TRUNC(:maxDate + 1) THEN NULL
                    ELSE NVL(ct, 0)
                END AS ct
            FROM (
                SELECT
                    ad.yr, ad.seq, ad.evt_dt, cts.ct
                FROM aligned_dts ad
                LEFT OUTER JOIN crash_cts cts
                    ON cts.key_crash_dt = ad.evt_dt
                UNION ALL
                SELECT
                    ad.prev_yr AS yr, ad.seq, ad.prev_yr_dt AS evt_dt, cts.ct
                FROM aligned_dts ad
                LEFT OUTER JOIN crash_cts cts
                    ON cts.key_crash_dt = ad.prev_yr_dt
            ) res
            ORDER BY yr, seq";

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                maxDate,
                maxDate.Year
            });

            var report = new ReportOverTime <int?>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results     = conn.Query(queryText, dynamicParams);
                var seriesNames = results.DistinctBy(r => r.SERIES).Select(r => (string)(r.SERIES));
                var series      = new List <ReportSeries <int?> >();
                foreach (var seriesName in seriesNames)
                {
                    var seriesData = results.Where(r => r.SERIES == seriesName);
                    series.Add(new ReportSeries <int?>()
                    {
                        name = seriesName,
                        data = seriesData.Select(r => (int?)r.CT)
                    });
                }
                report.series = series;
            }
            return(report);
        }
Example #5
0
        public ReportOverTime <int> GetCrashCountsByMonth(int year, CrashesOverTimeQuery query)
        {
            // find the last day of the last full month that ended at least MIN_DAYS_BACK days ago
            var nDaysAgo = DateTime.Now.Subtract(new TimeSpan(MIN_DAYS_BACK, 0, 0, 0));
            var maxDate  = new DateTime(nDaysAgo.Year, nDaysAgo.Month, 1).Subtract(new TimeSpan(1, 0, 0, 0));

            if (year < maxDate.Year)
            {
                maxDate = new DateTime(year, 12, 31);
            }

            var preparedWhereClause = PrepareWhereClause(query);

            var queryText = $@"WITH grouped_cts AS (
                -- count matching crashes, grouped by year and month
                SELECT /*+ RESULT_CACHE */
                    crash_yr,
                    crash_mm,
                    crash_mo,
                    COUNT(*) ct
                FROM crash_evt
                WHERE crash_yr IN (:year, :year - 1)
                AND key_crash_dt < TRUNC(:maxDate + 1)
                AND ( {preparedWhereClause.whereClauseText} )
                GROUP BY crash_yr, crash_mm, crash_mo
            )
            SELECT /*+ RESULT_CACHE */ -- sum previous counts, grouped by series and month
                CAST(crash_yr AS VARCHAR2(4)) AS series,
                crash_mo AS category,
                SUM(ct) AS ct
            FROM grouped_cts
            GROUP BY crash_yr, crash_mm, crash_mo
            ORDER BY crash_yr, crash_mm";

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                maxDate,
                maxDate.Year
            });

            var report = new ReportOverTime <int>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results = conn.Query(queryText, dynamicParams);
                report.categories = results.DistinctBy(r => r.CATEGORY).Select(r => (string)(r.CATEGORY));
                var seriesNames = results.DistinctBy(r => r.SERIES).Select(r => (string)(r.SERIES));
                var series      = new List <ReportSeries <int> >();
                foreach (var seriesName in seriesNames)
                {
                    series.Add(new ReportSeries <int>()
                    {
                        name = seriesName,
                        data = results.Where(r => r.SERIES == seriesName).Select(r => (int)r.CT)
                    });
                }
                report.series = series;
            }
            return(report);
        }
Example #6
0
        public ReportOverTime <int> GetCitationCountsByAttribute(int year, string attrName, CitationsOverTimeQuery query)
        {
            // find the date MIN_DAYS_BACK days ago
            DateTime maxDate = DateTime.Now.Subtract(new TimeSpan(MIN_DAYS_BACK, 0, 0, 0));

            if (year < maxDate.Year)
            {
                maxDate = new DateTime(year, 12, 31);
            }

            var preparedWhereClause = PrepareWhereClause(query);

            string queryText;

            switch (attrName)
            {
            case "violation-type":
                queryText = $@"WITH
			            grouped_cts AS (
				            SELECT /*+ RESULT_CACHE */
					            nvl(violation_type, 'Unknown') AS category, COUNT(*) AS ct
				            FROM citation
				            WHERE citation_yr = :year
				            AND key_citation_dt < TRUNC(:maxDate + 1)
				            AND ( {preparedWhereClause.whereClauseText} )
				            GROUP BY nvl(violation_type, 'Unknown')
			            )
			            SELECT /*+ RESULT_CACHE */
				            nvl(vv.violation_type, cts.category) AS category,
				            nvl(cts.ct, 0) AS ct
			            FROM v_citation_violation_type vv
			            FULL OUTER JOIN grouped_cts cts
				            ON cts.category = vv.violation_type
			            ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, cts.category"            ;
                break;

            case "violator-gender":
                queryText = $@"WITH
                        grouped_cts AS (
                        SELECT /*+ RESULT_CACHE */
                             CASE
                                WHEN driver_gender_cd = 'M' THEN 'Male'
                                WHEN driver_gender_cd = 'F' THEN 'Female'
                                ELSE 'Unknown'
                              END      AS CATEGORY,
                            COUNT(*) AS ct
                        FROM citation
                        WHERE citation_yr = :year
				            AND key_citation_dt < TRUNC(:maxDate + 1)
				            AND ( {preparedWhereClause.whereClauseText} )
                        GROUP BY 
                            CASE
                                WHEN driver_gender_cd = 'M' THEN 'Male' 
                                WHEN driver_gender_cd = 'F' THEN 'Female'
                                ELSE 'Unknown'
                              END
                        )
                        SELECT /*+ RESULT_CACHE */
                        nvl(vv.driver_attr_tx, cts.category) AS category,
                        nvl(cts.ct, 0) AS ct
                        FROM v_driver_gender vv
                        FULL OUTER JOIN grouped_cts cts
                        ON cts.CATEGORY = vv.driver_attr_tx
                        ORDER BY CASE WHEN cts.category = 'Unknown' THEN 2 ELSE 1 END, vv.driver_attr_tx";
                break;

            case "violator-age":
                queryText = $@"WITH
                        grouped_cts AS (
                            SELECT /*+ RESULT_CACHE */
                                nvl(driver_age_rng, 'Unknown') AS CATEGORY, 
                                COUNT(*) AS ct
                            FROM citation
                                WHERE
                                citation_yr = :year AND
			                        key_citation_dt < TRUNC(:maxDate + 1)
				                AND ( {preparedWhereClause.whereClauseText} )
                            GROUP BY nvl(driver_age_rng, 'Unknown')
                            ),
                            grouped_rngs as (
                                SELECT /*+ RESULT_CACHE */
                                    DISTINCT nvl(vv.driver_attr_tx, cts.category) AS category,
                                    nvl(cts.ct, 0) AS ct
                                FROM v_driver_age_rng vv
                                FULL OUTER JOIN grouped_cts cts
                                    ON cts.CATEGORY = vv.driver_attr_tx
                                    )
                                SELECT * FROM grouped_rngs g
                                    ORDER BY 
                                        CASE WHEN CATEGORY = 'Unknown' THEN 3  
                                             WHEN Category = 'Under 15' THEN 1 
                                             ELSE 2 END, category";
                break;

            default:
                return(null);
            }

            var dynamicParams = preparedWhereClause.DynamicParams;

            dynamicParams.Add(new
            {
                maxDate,
                maxDate.Year
            });

            var report = new ReportOverTime <int>()
            {
                maxDate = maxDate
            };

            using (var conn = new OracleConnection(_connStr))
            {
                var results = conn.Query(queryText, dynamicParams);
                report.categories = results.DistinctBy(r => r.CATEGORY).Select(r => (string)(r.CATEGORY));
                var seriesName = maxDate.Year.ToString();
                var series     = new List <ReportSeries <int> >();
                series.Add(new ReportSeries <int>()
                {
                    name = seriesName,
                    data = results.Select(r => (int)r.CT)
                });
                report.series = series;
            }
            return(report);
        }