@Override
  public List<Report595DTO> getTopSkippedQuestions(
      List<Integer> clinicIds, String fromDate, String toDate) {

    List<Report595DTO> resultList = new ArrayList<>();

    Query q =
        entityManager.createNativeQuery(
            "SELECT count(*), measure_id FROM veteran_assessment_question_presence vsaq "
                + "INNER JOIN veteran_assessment va ON vsaq.veteran_assessment_id = va.veteran_assessment_id "
                + " WHERE skipped = -1 AND date_completed >= :fromDate AND date_completed <= :toDate "
                + "AND clinic_id IN (:clinicIds) AND date_completed IS NOT NULL "
                + " GROUP BY measure_id "
                + " ORDER BY count(*) DESC ");

    setParametersFor593(q, fromDate, toDate, clinicIds);

    List r = q.getResultList();

    if (r != null && r.size() > 0) {
      for (Object aRow : q.getResultList()) {
        Object[] data = (Object[]) aRow;

        int count = ((Number) data[0]).intValue();
        if (count == 0) break;

        int measureId = ((Number) data[1]).intValue();

        Measure m = measureRepository.findOne(measureId);

        // only allow singleSelect or multiSelect
        int measureType = m.getMeasureType().getMeasureTypeId();
        if (measureType != 1 && measureType != 2 && measureType != 3) {
          continue;
        }

        Report595DTO dto = new Report595DTO();

        Query q1 =
            entityManager.createNativeQuery(
                "select count(*) from veteran_assessment_question_presence vsaq "
                    + "inner join veteran_assessment va on vsaq.veteran_assessment_id = va.veteran_assessment_id "
                    + " where date_completed >= :fromDate and date_completed <= :toDate "
                    + "and clinic_id in (:clinicIds) and date_completed is not null "
                    + " and measure_id ="
                    + measureId);
        setParametersFor593(q1, fromDate, toDate, clinicIds);

        int total = ((Number) q1.getSingleResult()).intValue();

        DecimalFormat formatter = new DecimalFormat("###.##");

        String percent = formatter.format(count * 100d / total);

        dto.setPercentage(percent + "% (" + count + "/" + total + ")");

        dto.setQuestions(((Number) data[1]).intValue() + "");
        dto.setQuestions(m.getMeasureText());
        dto.setVariableName(m.getVariableName());
        resultList.add(dto);
      }
    }

    Collections.sort(
        resultList,
        new Comparator<Report595DTO>() {
          @Override
          public int compare(Report595DTO o1, Report595DTO o2) {

            String[] a1 = o1.getPercentage().split("%");
            String[] a2 = o2.getPercentage().split("%");
            float one = Float.parseFloat(a1[0]);
            float two = Float.parseFloat(a2[0]);
            if (one > two) return 1;
            else if (one < two) return -1;

            return 0;
          }
        });

    int index = 1;

    List<Report595DTO> results = new ArrayList<>(20);

    for (Report595DTO dto : resultList) {
      dto.setOrder(Integer.toString(index++));
      results.add(dto);
      if (index > 20) break;
    }
    return results;
  }
  @Override
  public List<Report593ByTimeDTO> getBatteriesByTimeFor593(
      String fromDate, String toDate, List<Integer> clinicIds) {

    HashMap<String, Report593ByTimeDTO> cache = new HashMap<>();
    Report593ByTimeDTO dto = null;

    Query q =
        entityManager.createNativeQuery(
            "SELECT date_format(date_completed, '%m/%d/%Y'), date_format(date_completed, '%W'), "
                + " count(*)"
                + " FROM veteran_assessment "
                + " WHERE assessment_status_id <> 7 AND date_completed >= :fromDate AND date_completed <= :toDate "
                + "AND clinic_id IN (:clinicIds) AND date_completed IS NOT NULL "
                + "AND  extract(HOUR FROM date_completed) >= :fr AND extract(HOUR FROM date_completed) <= :to "
                + "GROUP BY date_format( date_completed, '%Y%m%d' ) "
                + "ORDER BY date_format( date_completed, '%Y%m%d' ) ");
    setParametersFor593(q, fromDate, toDate, clinicIds);

    List result = getData(q, 6, 7);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = new Report593ByTimeDTO();
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setSixToEight(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }

    setParametersFor593(q, fromDate, toDate, clinicIds);

    result = getData(q, 8, 9);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = cache.get((String) objs[0]);
        if (dto == null) {
          dto = new Report593ByTimeDTO();
        }
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setEightToTen(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }

    result = getData(q, 10, 11);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = cache.get((String) objs[0]);
        if (dto == null) {
          dto = new Report593ByTimeDTO();
        }
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setTenToTwelve(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }
    result = getData(q, 12, 13);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = cache.get((String) objs[0]);
        if (dto == null) {
          dto = new Report593ByTimeDTO();
        }
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setTwelveToTwo(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }
    result = getData(q, 14, 15);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = cache.get((String) objs[0]);
        if (dto == null) {
          dto = new Report593ByTimeDTO();
        }
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setTwoToFour(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }

    result = getData(q, 16, 17);
    if (result != null && result.size() > 0) {
      for (Object aRow : result) {
        Object[] objs = (Object[]) aRow;
        dto = cache.get((String) objs[0]);
        if (dto == null) {
          dto = new Report593ByTimeDTO();
        }
        dto.setDate((String) objs[0]);
        dto.setDayOfWeek((String) objs[1]);
        dto.setFourToSix(Integer.toString(((Number) objs[2]).intValue()));
        cache.put(dto.getDate(), dto);
      }
    }

    List<Report593ByTimeDTO> resultList = new ArrayList<>();
    if (!cache.isEmpty()) {
      resultList.addAll(cache.values());

      for (Report593ByTimeDTO d : resultList) {
        if (d.getEightToTen() == null) {
          d.setEightToTen("0");
        }
        if (d.getFourToSix() == null) {
          d.setFourToSix("0");
        }
        if (d.getSixToEight() == null) {
          d.setSixToEight("0");
        }
        if (d.getTenToTwelve() == null) {
          d.setTenToTwelve("0");
        }
        if (d.getTwelveToTwo() == null) {
          d.setTwelveToTwo("0");
        }
        if (d.getTwoToFour() == null) {
          d.setTwoToFour("0");
        }

        d.setTotal(
            Integer.toString(
                Integer.parseInt(d.getEightToTen())
                    + Integer.parseInt(d.getFourToSix())
                    + Integer.parseInt(d.getSixToEight())
                    + Integer.parseInt(d.getTenToTwelve())
                    + Integer.parseInt(d.getTwelveToTwo())
                    + Integer.parseInt(d.getTwoToFour())));
      }

      Collections.sort(
          resultList,
          new Comparator<Report593ByTimeDTO>() {
            @Override
            public int compare(Report593ByTimeDTO o1, Report593ByTimeDTO o2) {
              SimpleDateFormat sdf = new SimpleDateFormat("MM/dd/yyyy");
              try {
                return sdf.parse(o1.getDate()).compareTo(sdf.parse(o2.getDate()));
              } catch (Exception e) {
                return 0;
              }
            }
          });
    }

    return resultList;
  }