resp = array(
"status" => "ERR",
"message" => ""
);
$this->resultCode= array(
0 , " --- ",
1 ,"1 2s",
8 ,"1 3s",
4 ,"10x",
5 ,"12x",
7 ,"2 2s",
10 ,"2 of 3 2s",
11 ,"3 1s",
3 ,"4 1s",
12 ,"6x",
6 ,"7t",
9 ,"8x",
2 ,"R 4s"
);
}
public function now()
{
return date("Y-m-d H:i:s");
}
public function reply()
{
echo json_encode($this->resp);
exit;
}
public function get_data($from, $to, $m_qcID)
{
$sql = "select
Nat_QcControlName,
Nat_QcControlLotNumber, Nat_QcControlExpired,
Nat_QcLevelName, Nat_InstrumentName, Nat_TestName,
M_QcResultDate, M_QcResultValue, ifnull(Nat_QcRuleCode,'') Marking,
Nat_QcMean,Nat_QcSd,Nat_QcTea,
M_QcIsStat, M_QcStatMean, M_QcStatSd
from m_qc_result
join m_qc
on M_QcResultM_QcID = M_QcID
and M_QcResultIsActive = 'Y'
and M_QcID = ?
and M_QcResultDate >= ?
and M_QcResultDate <= ?
join nat_qc
on M_QcNat_QcID = Nat_QcID
join nat_qc_control on Nat_QcNat_QcControlID = Nat_QcControlID
join nat_qc_level on Nat_QcControlNat_QcLevelID = Nat_QcLevelID
join nat_instrument on Nat_QcNat_InstrumentID = Nat_InstrumentID
join nat_test on Nat_QcNat_TestID = Nat_TestID
left join nat_qc_rule
on M_QcResultNat_QcRuleID = Nat_QcRuleID
order by M_QcResultDate
";
$qry = $this->db->query($sql, array($m_qcID, $from, $to));
//echo $this->db->last_query();
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
$rows = $qry->result_array();
$result = array();
foreach ($rows as $idx => $r) {
if ($idx == 0) {
$isStat = $r["M_QcIsStat"] == "Y";
$result = array(
"control" => $r["Nat_QcControlName"],
"level" => $r["Nat_QcLevelName"],
"lotNumber" => $r["Nat_QcControlLotNumber"],
"instrument" => $r["Nat_InstrumentName"],
"ed" => $r["Nat_QcControlExpired"],
"test" => $r["Nat_TestName"],
"mean" => $isStat ? $r["M_QcStatMean"] : $r["Nat_QcMean"],
"sd" => $isStat ? $r["M_QcStatSd"] : $r["Nat_QcSd"],
"tea" => $r["Nat_QcTea"],
"value" => array(),
"mark" => array(),
"date" => array()
);
}
$result["date"][] = $r["M_QcResultDate"];
$result["value"][] = $r["M_QcResultValue"];
$result["mark"][] = $r["Marking"];
}
return $result;
}
public function data($from, $to, $p_ids)
{
$result = array();
$ids = explode("-", $p_ids);
foreach ($ids as $id) {
$result[] = $this->get_data($from, $to, $id);
}
$this->resp["status"] = "OK";
$this->resp["data"] = $result;
$this->reply();
}
public function calc_multi($from, $to, $ids,
$xruleID="",$is_debug = false)
{
$a_id = explode("-", $ids);
$ids = implode(",", $a_id);
$ruleIDs = explode("-",$xruleID);
print_r($a_id);
echo "
";
print_r($ids);
echo "
";
echo "ruleIDs";
print_r($ruleIDs);
echo "
";
$sql = "select
M_QcResultID,
M_QcResultDate,
M_QcResultValue,
if(M_QcIsStat = 'N', Nat_QcMean, M_QcStatMean ) Nat_QcMean,
if(M_QcIsStat = 'N', Nat_QcSd, M_QcStatSd ) Nat_QcSd,
Nat_QcTea
from
m_qc_result
join m_qc
on M_QcResultM_QcID = M_QcID
and M_QcIsActive = 'Y'
join nat_qc
on M_QcNat_QcID = Nat_QcID
and Nat_QcIsActive = 'Y'
join nat_qc_control on Nat_QcNat_QcControlID = Nat_QcControlID
where M_QcResultM_QcID in ($ids)
and M_QcResultIsActive = 'Y'
and M_QcResultDate >= ?
and M_QcResultDate <= ?
order by M_QcResultDate, Nat_QcControlNat_QcLevelID";
$qry = $this->db->query($sql, array($from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
// echo $this->db->last_query();
echo "
";
$rows = $qry->result_array();
echo "";
echo count($rows);
echo "\n";
foreach ($rows as $idx => $r) {
$mean = $r["Nat_QcMean"];
$sd = $r["Nat_QcSd"];
$TEa = $r["Nat_QcTea"];
$value = $r["M_QcResultValue"];
$id = $r["M_QcResultID"];
$date = $r["M_QcResultDate"];
$ruleID = 0;
echo "loop check -> idx: $idx, resultID: $id , date: $date \n";
if ($ruleID == 0 && $idx >= 0) {
// r 1_3s
if ($ruleID == 0) {
if (in_array(8, $ruleIDs)) {
$ruleID = $this->is_1_3s($idx, $value, $mean, $sd, $rows, $ruleIDs);
echo "checking 1_3s :";
echo $ruleID;
echo "
";
}
}
// r 2_2s
if ($ruleID == 0 && $idx >= 1) {
if (in_array(7, $ruleIDs)) {
$xruleID = $this->is_2_2s($idx, $value, $mean, $sd, $rows,$ruleIDs);
$cur_date = $rows[$idx]["M_QcResultDate"];
$prev_date = $rows[$idx-1]["M_QcResultDate"];
if (($xruleID > 0 && $ruleID <= 1) && ($cur_date == $prev_date)) {
$ruleID = $xruleID;
}
echo "checking 2_2s :";
echo $ruleID;
echo "
";
}
}
// r 4s
if ($ruleID == 0 && $idx >= 1) {
if (in_array(2, $ruleIDs)) {
$xruleID = $this->is_r_4s($idx, $value, $mean, $sd, $rows,$ruleIDs);
$cur_date = $rows[$idx]["M_QcResultDate"];
$prev_date = $rows[$idx-1]["M_QcResultDate"];
if (($xruleID > 0 && $ruleID <= 1) && ($cur_date == $prev_date)) {
$ruleID = $xruleID;
}
echo "checking r_4s :";
echo $ruleID;
echo "
";
}
}
// r 3_1s
if ($ruleID == 0 && $idx >= 2) {
if (in_array(11, $ruleIDs)) {
$ruleID = $this->is_3_1s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 3_1s :";
echo $ruleID;
echo "
";
}
}
// r 2 of 3_2s
if ($ruleID == 0 && $idx >= 2 ) {
if (in_array(10,$ruleIDs)) {
$ruleID = $this->is_2_of_3_2s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 2_of_3_2s :";
echo $ruleID;
echo "
";
}
}
// r 4_1s
if ($ruleID == 0 && $idx >= 3) {
if (in_array(3, $ruleIDs)) {
$xruleID = $this->is_4_1s($idx, $value, $mean, $sd, $rows,$ruleIDs);
$date = $rows[$idx]["M_QcResultDate"];
$date1 = $rows[$idx-1]["M_QcResultDate"];
$date2 = $rows[$idx-2]["M_QcResultDate"];
$date3 = $rows[$idx-3]["M_QcResultDate"];
if (($xruleID > 0 && $ruleID <= 0) && ($date == $date1) && ($date2 == $date3)) {
$ruleID = $xruleID;
}
echo "checking 4_1s :";
echo $ruleID;
echo "
";
}
}
// r 6x
if ($ruleID == 0 && $idx >= 5) {
if (in_array(12,$ruleIDs)) {
$ruleID = $this->is_6x($idx, $value, $mean, $sd, $rows,$ruleIDs);
$dates = [];
for ($i = 0; $i <= 5; $i++) {
$dates[$i] = $rows[$idx-$i]["M_QcResultDate"];
}
if (
($xruleID > 0 && $ruleID <= 0) && ($dates[0] == $dates[1]) && ($dates[2] == $dates[3]) && ($dates[4] == $dates[5])
) {
$ruleID = $xruleID;
}
echo "checking 6x :";
echo $ruleID;
echo "
";
}
}
// r 7t
if ($ruleID == 0 && $idx >= 6) {
if (in_array(6,$ruleIDs)) {
$ruleID = $this->is_7t($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 7t :";
echo $ruleID;
echo "
";
}
}
// r 8x
if ($ruleID == 0 && $idx >= 7) {
if (in_array(9,$ruleIDs)) {
$xruleID = $this->is_8x($idx, $value, $mean, $sd, $rows,$ruleIDs);
$dates = [];
for ($i = 0; $i <= 7; $i++) {
$dates[$i] = $rows[$idx-$i]["M_QcResultDate"];
}
if (
($xruleID > 0 && $ruleID <= 0) && ($dates[0] == $dates[1]) && ($dates[2] == $dates[3]) &&
($dates[4] == $dates[5]) && ($dates[6] == $dates[7])
) {
$ruleID = $xruleID;
}
echo "checking 8x :";
echo $ruleID;
echo "
";
}
}
// r 10x
if ($ruleID == 0 && $idx >= 9) {
if (in_array(4,$ruleIDs)) {
$ruleID = $this->is_10x($idx, $value, $mean, $sd, $rows,$ruleIDs);
$dates = [];
for ($i = 0; $i <= 9; $i++) {
$dates[$i] = $rows[$idx-$i]["M_QcResultDate"];
}
if (
($xruleID > 0 && $ruleID <= 0) && ($dates[0] == $dates[1]) && ($dates[2] == $dates[3]) &&
($dates[4] == $dates[5]) && ($dates[6] == $dates[7]) && ($dates[8] == $dates[9])
) {
$ruleID = $xruleID;
}
echo "checking 10x :";
echo $ruleID;
echo "
";
}
}
// r 12x
if ($ruleID == 0 && $idx >= 11) {
if (in_array(5,$ruleIDs)) {
$ruleID = $this->is_12x($idx, $value, $mean, $sd, $rows,$ruleIDs);
$dates = [];
for ($i = 0; $i <= 11; $i++) {
$dates[$i] = $rows[$idx-$i]["M_QcResultDate"];
}
if (
($xruleID > 0 && $ruleID <= 0) && ($dates[0] == $dates[1]) && ($dates[2] == $dates[3]) &&
($dates[4] == $dates[5]) && ($dates[6] == $dates[7]) && ($dates[8] == $dates[9]) && ($dates[10] == $dates[11])
) {
$ruleID = $xruleID;
}
echo "checking 12x :";
echo $ruleID;
echo "
";
}
}
// r 1_2s
if ($ruleID == 0) {
if (in_array(1, $ruleIDs)) {
$ruleID = $this->is_1_2s($idx, $value, $mean, $sd, $rows, $ruleIDs);
echo "checking 1_2s :";
echo $ruleID;
echo "
";
}
}
}
else {
$ruleID = $this->is_1_2s($idx, $value, $mean, $sd, $rows, $ruleIDs);
}
if ($is_debug) {
echo "";
echo "---------\n";
echo "Idx : $idx, Value : $value, Mean : $mean, Sd : $sd => RuleID result : " . $this->resultCode[$ruleID] . "\n";
echo "Rows Value : " ; print_r($rows);
echo "\nrulesIDs : " ; print_r($tuleIDs);
echo "\n\n";
echo "";
}
$sql = "update m_qc_result
set M_QcResultNat_QcRuleID = ?
where M_QcResultID = ?
";
$qry = $this->db->query($sql, array($ruleID,$id));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
}
$this->resp["status"] = "OK";
$this->reply();
}
public function calc($from= null, $to= null, $qcID= null,
$xruleID="",$is_debug = false)
{
$COUNT_THRESHOLD = 90;
$ruleIDs = explode("-",$xruleID);
$sql = "select count(*) count,
avg(M_QcResultValue) mean,
STDDEV_SAMP(M_QcResultValue) sd
from
m_qc_result
where M_QcResultM_QcID = ?
and M_QcResultIsActive = 'Y'
and M_QcResultDate >= ?
and M_QcResultDate <= ?";
$qry = $this->db->query($sql, array($qcID,$from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
$rows = $qry->result_array();
$count_act = $rows[0]["count"];
$sd_act = $rows[0]["sd"];
$mean_act = $rows[0]["mean"];
//Sementara TEa di abaikan
if ($count_act > $COUNT_THRESHOLD) {
$sql = "update
m_qc
set M_QcIsStat = 'Y',
M_QcStatSd = ?, M_QcStatMean = ?
where M_QcID = ?
and M_QcResultDate >= ?
and M_QcResultDate <= ?";
$this->db->query($sql, array($sd_act,$mean_act,$qcID,$from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
} else {
$sql = "update
m_qc
set M_QcIsStat = 'N'
where M_QcID = ?";
$this->db->query($sql, array($qcID));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
}
//reset M_QcResultNat_QcRuleID
$sql = "update m_qc_result set M_QcResultNat_QcRuleID = 0
where M_QcResultM_QcID = ?
and M_QcResultIsActive = 'Y'
and M_QcResultDate >= ?
and M_QcResultDate <= ?
";
$qry = $this->db->query($sql, array($qcID,$from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR Reset Nat_QcRuleID : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
$sql = "select
M_QcResultID,
M_QcResultDate,
M_QcResultValue,
Nat_QcMean,
Nat_QcSd,
Nat_QcTea
from
m_qc_result
join m_qc
on M_QcResultM_QcID = M_QcID
and M_QcIsActive = 'Y'
join nat_qc
on M_QcNat_QcID = Nat_QcID
and Nat_QcIsActive = 'Y'
where M_QcResultM_QcID = ?
and M_QcResultIsActive = 'Y'
and M_QcResultDate >= ?
and M_QcResultDate <= ?
order by M_QcResultDate";
$qry = $this->db->query($sql, array($qcID,$from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
$rows = $qry->result_array();
foreach ($rows as $idx => $r) {
$mean = $r["Nat_QcMean"];
$sd = $r["Nat_QcSd"];
$TEa = $r["Nat_QcTea"];
if ($count_act > $COUNT_THRESHOLD) {
$mean = $mean_act;
$sd = $sd_act;
}
$value = $r["M_QcResultValue"];
$id = $r["M_QcResultID"];
$date = $r["M_QcResultDate"];
$ruleID = 0;
echo "";
echo "loop check -> idx: $idx, resultID: $id , date: $date \n";
if ($ruleID == 0 && $idx >= 0) {
// r 1_3s
if ($ruleID == 0) {
if (in_array(8, $ruleIDs)) {
$ruleID = $this->is_1_3s($idx, $value, $mean, $sd, $rows, $ruleIDs);
echo "checking 1_3s :";
echo $ruleID;
echo "
";
}
}
// r 2_2s
if ($ruleID == 0 && $idx >= 1) {
if (in_array(7, $ruleIDs)) {
$ruleID = $this->is_2_2s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 2_2s :";
echo $ruleID;
echo "
";
}
}
// r 4s
if ($ruleID == 0 && $idx >= 1) {
if (in_array(2, $ruleIDs)) {
$ruleID = $this->is_r_4s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking r_4s :";
echo $ruleID;
echo "
";
}
}
// r 3_1s
if ($ruleID == 0 && $idx >= 2) {
if (in_array(11, $ruleIDs)) {
$ruleID = $this->is_3_1s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 3_1s :";
echo $ruleID;
echo "
";
}
}
// r 2 of 3_2s
if ($ruleID == 0 && $idx >= 2 ) {
if (in_array(10,$ruleIDs)) {
$ruleID = $this->is_2_of_3_2s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 2_of_3_2s :";
echo $ruleID;
echo "
";
}
}
// r 4_1s
if ($ruleID == 0 && $idx >= 3) {
if (in_array(3, $ruleIDs)) {
$ruleID = $this->is_4_1s($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 4_1s :";
echo $ruleID;
echo "
";
}
}
// r 6x
if ($ruleID == 0 && $idx >= 5) {
if (in_array(12,$ruleIDs)) {
$ruleID = $this->is_6x($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 6x :";
echo $ruleID;
echo "
";
}
}
// r 7t
if ($ruleID == 0 && $idx >= 6) {
if (in_array(6,$ruleIDs)) {
$ruleID = $this->is_7t($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 7t :";
echo $ruleID;
echo "
";
}
}
// r 8x
if ($ruleID == 0 && $idx >= 7) {
if (in_array(9,$ruleIDs)) {
$ruleID = $this->is_8x($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 8x :";
echo $ruleID;
echo "
";
}
}
// r 10x
if ($ruleID == 0 && $idx >= 9) {
if (in_array(4,$ruleIDs)) {
$ruleID = $this->is_10x($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 10x :";
echo $ruleID;
echo "
";
}
}
// r 12x
if ($ruleID == 0 && $idx >= 11) {
if (in_array(5,$ruleIDs)) {
$ruleID = $this->is_12x($idx, $value, $mean, $sd, $rows,$ruleIDs);
echo "checking 12x :";
echo $ruleID;
echo "
";
}
}
// r 1_2s
if ($ruleID == 0) {
if (in_array(1, $ruleIDs)) {
$ruleID = $this->is_1_2s($idx, $value, $mean, $sd, $rows, $ruleIDs);
echo "checking 1_2s :";
echo $ruleID;
echo "
";
}
}
} else {
$ruleID = $this->is_1_2s($idx, $value, $mean, $sd, $rows,$ruleIDs);
}
if ($is_debug) {
echo "";
echo "---------\n";
echo "Idx : $idx, Value : $value, Mean : $mean, Sd : $sd => RuleID result " . $this->resultCode[$ruleID] . "\n";
echo "Rows Value : " ; print_r($rows);
echo "\nrulesIDs : " ; print_r($tuleIDs);
echo "\n\n";
echo "";
}
$sql = "update m_qc_result
set M_QcResultNat_QcRuleID = ?
where M_QcResultID = ?
and M_QcResultDate >= ?
and M_QcResultDate <= ?";
$qry = $this->db->query($sql, array($ruleID,$id,$from,$to));
if (!$qry) {
$this->resp["message"] = "{$this->now()} ERR : " . $this->db->error()["message"] . "\n"
. "|" . $this->db->last_query() . "\n";
$this->reply();
}
}
$this->resp["status"] = "OK";
$this->reply();
}
// rule
// 1 : 1 2s
public function is_1_2s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(1,$ruleIDs)) return 0;
//echo "$value | $mean | $sd \n";
if ($value < $mean - 2 * $sd || $value > $mean + 2*$sd) {
return 1;
}
return 0;
}
// 8 : 1 3s
public function is_1_3s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
//echo "$value | $mean | $sd \n";
if(! in_array(8,$ruleIDs)) return 0;
if ($value < $mean - 3 * $sd || $value > $mean + 3*$sd) {
return 8;
}
return 0;
}
// 7 : 2 2s
public function is_2_2s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(7,$ruleIDs)) return 0;
$prev_value = $rows[$idx-1]["M_QcResultValue"];
# edit -> add prev mean and sd (in case prev mean and sd has different value (multi level))
$prev_mean = $rows[$idx-1]["Nat_QcMean"];
$prev_sd = $rows[$idx-1]["Nat_QcSd"];
# edit => add limit 3SD
if (($mean - 3 * $sd < $value && $value < $mean - 2 * $sd) && ($prev_mean - 3 * $prev_sd < $prev_value && $prev_value < $prev_mean - 2 * $prev_sd)) {
return 7;
}
if (($mean + 3 * $sd > $value && $value > $mean + 2 * $sd) && ($prev_mean + 3 * $prev_sd > $prev_value && $prev_value > $prev_mean + 2 * $prev_sd)) {
return 7;
}
return 0;
}
// 2 : R 4s
public function is_R_4s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(2,$ruleIDs)) return 0;
$prev_value = $rows[$idx-1]["M_QcResultValue"];
# edit -> add prev mean and sd (in case prev mean and sd has different value (multi level))
$prev_mean = $rows[$idx-1]["Nat_QcMean"];
$prev_sd = $rows[$idx-1]["Nat_QcSd"];
# edit -> add limit 3SD
if (($value > $mean - 3 * $sd && $value < $mean - 2 * $sd) && ($prev_value < $prev_mean + 3 * $prev_sd && $prev_value > $prev_mean + 2 * $prev_sd)) {
return 2;
}
if (($value < $mean + 3 * $sd && $value > $mean + 2 * $sd) && ($prev_value > $prev_mean - 3 * $prev_sd && $prev_value < $prev_mean - 2 * $prev_sd)) {
return 2;
}
return 0;
}
// 3 : 4 1s
public function is_4_1s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
$result = 0;
$values = [];
$means = [];
$sds = [];
for ($i = 1; $i <= 3; $i++) {
$values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i = 1; $i <= 3; $i++) {
$upper &= ($values[$i] < $means[$i] + 2*$sds[$i] && $values[$i] > $means[$i] + $sds[$i]);
$lower &= ($values[$i] > $means[$i] - 2*$sds[$i] && $values[$i] < $means[$i] - $sds[$i]);
}
$upper &= ($value < $mean + 2*$sd && $value > $mean + $sd);
$lower &= ($value > $mean - 2*$sd && $value < $mean - $sd);
if ($upper || $lower) {
$result = 3;
}
return $result;
}
// 6 : 7t
public function is_7t($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(6,$ruleIDs)) return 0;
$values = [];
for ($i = 1; $i <= 6; $i++) {
$values[$i] = $rows[$idx-$i]["M_QcResultValue"];
}
$increasing = true;
$decreasing = true;
for ($i = 1; $i < 6; $i++) {
$increasing &= ($values[$i] < $values[$i+1]);
$decreasing &= ($values[$i] > $values[$i+1]);
}
$increasing &= ($values[6] < $value);
$decreasing &= ($values[6] > $value);
if ($increasing || $decreasing) {
return 6;
}
return 0;
}
// 9 : 8x
public function is_8x($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(9,$ruleIDs)) return 0;
$result = 0;
$prev_values = [];
$prev_means = [];
$prev_sds = [];
for ($i=1; $i <= 7 ; $i++) {
$prev_values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$prev_means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$prev_sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i=1; $i <=7 ; $i++) {
$upper &= ($prev_values[$i] < $prev_means[$i] + 3*$prev_sds[$i] && $prev_values[$i] > $prev_means[$i]);
$lower &= ($prev_values[$i] > $prev_means[$i] - 3*$prev_sds[$i] && $prev_values[$i] < $prev_means[$i]);
}
$upper &= ($value < $mean + 3*$sd && $value > $mean);
$lower &= ($value > $mean - 3*$sd && $value < $mean);
if ($upper || $lower) {
$result = 9;
}
return $result;
}
// 4 : 10x
public function is_10x($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(4,$ruleIDs)) return 0;
$result = 0;
$prev_values = [];
$prev_means = [];
$prev_sds = [];
for ($i=1; $i <= 9 ; $i++) {
$prev_values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$prev_means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$prev_sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i=1; $i <=9 ; $i++) {
$upper &= ($prev_values[$i] < $prev_means[$i] + 3*$prev_sds[$i] && $prev_values[$i] > $prev_means[$i]);
$lower &= ($prev_values[$i] > $prev_means[$i] - 3*$prev_sds[$i] && $prev_values[$i] < $prev_means[$i]);
}
$upper &= ($value < $mean + 3*$sd && $value > $mean);
$lower &= ($value > $mean - 3*$sd && $value < $mean);
if ($upper || $lower) {
$result = 4;
}
return $result;
}
// 5 : 12x
public function is_12x($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(5,$ruleIDs)) return 0;
$result = 0;
$prev_values = [];
$prev_means = [];
$prev_sds = [];
for ($i=1; $i <= 11 ; $i++) {
$prev_values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$prev_means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$prev_sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i=1; $i <=11 ; $i++) {
$upper &= ($prev_values[$i] < $prev_means[$i] + 3*$prev_sds[$i] && $prev_values[$i] > $prev_means[$i]);
$lower &= ($prev_values[$i] > $prev_means[$i] - 3*$prev_sds[$i] && $prev_values[$i] < $prev_means[$i]);
}
$upper &= ($value < $mean + 3*$sd && $value > $mean);
$lower &= ($value > $mean - 3*$sd && $value < $mean);
if ($upper || $lower) {
$result = 5;
}
return $result;
}
// 10 : 2 of 3-2s
public function is_2_of_3_2s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(10,$ruleIDs)) return 0;
$value2 = $rows[$idx-8]["M_QcResultValue"];
$value1 = $rows[$idx-9]["M_QcResultValue"];
$val_2sd = $mean + 2 * $sd;
$val_2sd_neg = $mean - 2 * $sd;
$tot_2s = 0 ;
if ($value > $val_2sd) $tot_2s++;
if ($value1 > $val_2sd) $tot_2s++;
if ($value1 > $val_2sd) $tot_2s++;
if ($tot_2s >= 2 ) return 10;
$tot_2s = 0;
if ($value < $val_2sd_neg ) $tot_2s++;
if ($value1 < $val_2sd_neg ) $tot_2s++;
if ($value2 < $val_2sd_neg ) $tot_2s++;
if ($tot_2s >= 2 ) return 10;
return 0;
}
// 11 : 3 1s
public function is_3_1s($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(11,$ruleIDs)) return 0;
$result = 0;
$values = [];
$means = [];
$sds = [];
for ($i = 1; $i <= 2; $i++) {
$values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i = 1; $i <= 2; $i++) {
$upper &= ($values[$i] < $means[$i] + 2*$sds[$i] && $values[$i] > $means[$i] + $sds[$i]);
$lower &= ($values[$i] > $means[$i] - 2*$sds[$i] && $values[$i] < $means[$i] - $sds[$i]);
}
$upper &= ($value < $mean + 2*$sd && $value > $mean + $sd);
$lower &= ($value > $mean - 2*$sd && $value < $mean - $sd);
if ($upper || $lower) {
$result = 11;
}
return $result;
}
//12 : 6x
public function is_6x($idx, $value, $mean, $sd, $rows, $ruleIDs)
{
if(! in_array(12,$ruleIDs)) return 0;
$result = 0;
$prev_values = [];
$prev_means = [];
$prev_sds = [];
for ($i=1; $i <= 5 ; $i++) {
$prev_values[$i] = $rows[$idx-$i]["M_QcResultValue"];
$prev_means[$i] = $rows[$idx-$i]["Nat_QcMean"];
$prev_sds[$i] = $rows[$idx-$i]["Nat_QcSd"];
}
$upper = true;
$lower = true;
for ($i=1; $i <=5 ; $i++) {
$upper &= ($prev_values[$i] < $prev_means[$i] + 3*$prev_sds[$i] && $prev_values[$i] > $prev_means[$i]);
$lower &= ($prev_values[$i] > $prev_means[$i] - 3*$prev_sds[$i] && $prev_values[$i] < $prev_means[$i]);
}
$upper &= ($value < $mean + 3*$sd && $value > $mean);
$lower &= ($value > $mean - 3*$sd && $value < $mean);
if ($upper || $lower) {
$result = 12;
}
return $result;
}
}