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+package org.diagbot.push.convert;
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+
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+import org.diagbot.bigdata.common.ApplicationCacheUtil;
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+import org.diagbot.common.javabean.MedicalIndication;
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+import org.diagbot.common.javabean.Rule;
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+import org.diagbot.common.work.LisDetail;
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+import org.diagbot.common.work.ResponseData;
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+import org.diagbot.common.work.SearchData;
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+import org.diagbot.nlp.participle.ParticipleUtil;
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+import org.diagbot.nlp.participle.word.Lexeme;
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+import org.diagbot.nlp.participle.word.LexemePath;
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+import org.diagbot.nlp.util.Constants;
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+
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+import java.util.*;
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+import java.util.stream.Collectors;
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+
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+public class PreProcess {
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+
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+ private static String up = "升高";
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+ private static String down = "降低";
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+ private static String normal = "正常";
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+
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+ private static String pos = "阳性";
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+ private static String neg = "阴性";
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+
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+ private List<Map<String, Object>> vitlist = new ArrayList<>();
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+ private String[] vitkeyset = {"index", "value", "unit"};
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+ private String[] bptype = {"血压","收缩压","舒张压","/"};
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+
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+ /**
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+ * 处理临床数据
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+ *
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+ * @param searchdata
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+ * @return ResponseData
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+ */
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+ public SearchData processClinicalData(SearchData searchdata) {
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+ SearchData sData = searchdata;
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+
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+ sData.setLisArr(processLis(sData.getLisArr()));
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+
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+ if (sData.getLisArr().size() > 0) {
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+ List<String> otherVal = sData.getLisArr().stream().map(lisArr -> lisArr.getOtherValue()).collect(Collectors.toList());
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+ sData.setLis(String.join(",", otherVal));
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+ }
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+
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+ return sData;
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+ }
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+
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+ public ResponseData applyrules(SearchData sData) {
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+
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+ ResponseData ruleResponse = new ResponseData();
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+
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+ List<MedicalIndication> reminder;
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+ try {
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+ Map<String, List<Rule>> rule = ApplicationCacheUtil.get_rule_filter_map();
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+
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+ reminder = applytolis(sData.getLisArr(), rule);
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+
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+ reminder.addAll(applytovital(sData.getVital(), rule));
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+
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+ ruleResponse.setMedicalIndications(reminder);
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+
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return ruleResponse;
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+ }
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+ }
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+
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+ private List<MedicalIndication> applytolis(List<LisDetail> lisarr, Map<String, List<Rule>> rule) {
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+
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+ List<MedicalIndication> reminder = new ArrayList<>();
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+ try {
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+ String name;
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+ String detail;
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+
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+ for (LisDetail lis : lisarr) {
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+ detail = lis.getDetailName();
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+// name = lis.getName();
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+ String key = detail;
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+ if (rule.get(key) != null) {
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+ reminder.addAll(comparelis(rule.get(key), lis));
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+ }
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+ }
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+
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return reminder;
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+ }
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+ }
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+
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+ private List<MedicalIndication> applytovital(String vital, Map<String, List<Rule>> rule) {
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+
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+ List<MedicalIndication> reminder = new ArrayList<>();
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+
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+ try {
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+ Map<String, Object> vitobj = new HashMap<>();
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+ Lexeme lexeme;
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+ LexemePath<Lexeme> lexemes = ParticipleUtil.participle(vital);
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+ for (int i=0; i<lexemes.size(); i++) {
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+ lexeme = lexemes.get(i);
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+ if (lexeme.getText().trim().length() > 0) {
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+ if (lexeme.getProperty().equals(Constants.word_property_vital_idx)) {
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+ vitobj = new HashMap<>();
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+ vitobj.put(vitkeyset[0], lexeme.getText());
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+ } else if (lexeme.getProperty().equals(Constants.word_property_number) &&
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+ vitobj.get(vitkeyset[0]) != null) {
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+ vitobj.put(vitkeyset[1], lexeme.getText());
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+ } else if (lexeme.getProperty().equals(Constants.word_property_unit) &&
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+ vitobj.get(vitkeyset[1]) != null) {
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+ vitobj.put(vitkeyset[2], lexeme.getText());
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+
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+ if (vitobj.get(vitkeyset[0]).toString().equals(bptype[0]) &&
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+ vitobj.get(vitkeyset[1]).toString().contains(bptype[3])) {
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+ String[] idx = Arrays.asList(bptype).subList(1,3).toArray(new String[2]);
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+ String[] vals = vitobj.get(vitkeyset[1]).toString().split(bptype[3]);
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+ String unit = vitobj.get(vitkeyset[2]).toString();
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+
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+ if (idx.length == vals.length) {
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+ for (int j=0; j<idx.length; j++) {
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+ vitobj = new HashMap<>();
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+ vitobj.put(vitkeyset[0], idx[j]);
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+ vitobj.put(vitkeyset[1], vals[j]);
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+ vitobj.put(vitkeyset[2], unit);
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+ vitlist.add(vitobj);
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+ }
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+ }
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+ } else {
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+ vitlist.add(vitobj);
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+ }
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+ }
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+ }
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+// System.out.println(lexeme.getText() + ": " + lexeme.getProperty());
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+ }
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+
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+ for (Map<String, Object> obj : vitlist) {
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+ String idx = obj.get(vitkeyset[0]).toString();
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+ if (rule.get(idx) != null) {
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+ reminder.addAll(comparevit(rule.get(idx), obj));
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+ }
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+ }
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+ System.out.println("\n");
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return reminder;
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+ }
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+ }
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+
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+
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+ private List<MedicalIndication> comparelis(List<Rule> rules, LisDetail lis) {
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+ List<MedicalIndication> reminder = new ArrayList<>();
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+
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+ try {
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+ String detailname = lis.getDetailName();
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+ Double numval = lis.getValue();
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+ String unit = lis.getUnits();
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+ String otherval = lis.getOtherValue();
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+
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+ reminder = compare(rules, reminder, detailname, numval, unit, otherval);
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return reminder;
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+ }
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+ }
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+
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+ private List<MedicalIndication> comparevit(List<Rule> rules, Map<String, Object> vit) {
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+ List<MedicalIndication> reminder = new ArrayList<>();
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+
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+ try {
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+ String detailname = vit.get(vitkeyset[0]).toString();
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+ Double numval = Double.valueOf(vit.get(vitkeyset[1]).toString());
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+ String unit = vit.get(vitkeyset[2]).toString();
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+ String otherval = "";
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+
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+ reminder = compare(rules, reminder, detailname, numval, unit, otherval);
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return reminder;
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+ }
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+ }
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+
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+ private List<MedicalIndication> compare(List<Rule> rules, List<MedicalIndication> reminder,
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+ String detailname, Double numval, String unit, String otherval) {
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+ boolean minmatch, maxmatch;
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+ Double minval, maxval;
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+ String minop, maxop, minunit, maxunit;
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+
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+ try {
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+ if (null == numval && otherval.trim().length() > 0) {
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+ for (Rule rule : rules) {
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+ if (rule.getMin_operator().equals("=") && otherval.contains(rule.getMin_value())) {
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+ MedicalIndication medind = new MedicalIndication();
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+ medind.setName(rule.getRemind());
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+ medind.setRule(detailname + ": " + otherval);
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+ reminder.add(medind);
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+
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+ System.out.println(medind.getRule() + " -> " + medind.getName());
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+ }
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+ }
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+ } else if (String.valueOf(numval).trim().length() > 0 && unit.length() > 0){
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+ for (Rule rule : rules) {
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+ minmatch = maxmatch = false;
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+ minval = (rule.getMin_value().length()==0)?0:Double.valueOf(rule.getMin_value());
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+ maxval = (rule.getMax_value().length()==0)?0:Double.valueOf(rule.getMax_value());
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+ minunit = rule.getMin_unit();
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+ maxunit = rule.getMax_unit();
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+ minop = rule.getMin_operator();
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+ maxop = rule.getMax_operator();
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+
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+ if ( String.valueOf(minval).trim().length() > 0 && minunit.equals(unit) ) {
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+ switch (minop) {
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+ case ">":
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+ if (numval > minval) { minmatch = true; }
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+ break;
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+ case ">=":
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+ if (numval >= minval) { minmatch = true; }
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+ break;
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+ }
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+ } else { minmatch = true; }
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+
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+ if (String.valueOf(maxval).trim().length() > 0 && maxunit.equals(unit) ) {
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+ switch (maxop) {
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+ case "<":
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+ if (numval < maxval) { maxmatch = true; }
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+ break;
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+ case "<=":
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+ if (numval <= maxval) { maxmatch = true; }
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+ break;
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+ }
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+ } else { maxmatch = true; }
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+
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+ if (minmatch && maxmatch) {
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+ MedicalIndication medind = new MedicalIndication();
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+ medind.setName(rule.getRemind());
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+ medind.setRule(detailname + ": " + numval + " " + unit);
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+ reminder.add(medind);
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+
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+ System.out.println(medind.getRule() + " -> " + medind.getName());
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+ }
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+ }
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+ }
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+
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+ } catch (Exception ex) {
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+ ex.printStackTrace();
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+ } finally {
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+ return reminder;
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+ }
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+ }
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+
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+ private List<LisDetail> processLis(List<LisDetail> lisArr) {
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+ if (lisArr.size() == 0) {
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+ return lisArr;
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+ }
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+
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+ String Otherval = "";
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+
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+ for (int i = 0; i < lisArr.size(); i++) {
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+ LisDetail lisres = lisArr.get(i);
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+
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+// Otherval = (lisres.getOtherValue().trim().length() > 0) ? lisres.getOtherValue().trim() + "\n" : "";
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+ Otherval = lisres.getOtherValue();
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+
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+ if (Otherval.indexOf(pos) >= 0 || Otherval.indexOf(neg) >= 0) {
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+ lisres.setOtherValue(lisres.getDetailName() + Otherval);
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+ } else {
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+ Otherval = (Otherval.trim().length() > 0) ? Otherval.trim() + "\n" : "";
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+ if (lisres.getValue() == null) {
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+ continue;
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+ } else if (lisres.getMaxValue() != null && lisres.getValue() > lisres.getMaxValue()) {
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+ lisres.setOtherValue(Otherval + lisres.getDetailName() + up);
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+ } else if (lisres.getMinValue() != null && lisres.getValue() < lisres.getMinValue()) {
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+ lisres.setOtherValue(Otherval + lisres.getDetailName() + down);
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+ } else {
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+ lisres.setOtherValue(Otherval + lisres.getDetailName() + normal);
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+ }
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+ }
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+ }
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+
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+ return lisArr;
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+ }
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+}
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