diff --git a/code/parsing-engine/build.gradle b/code/parsing-engine/build.gradle index c99aab7116..0a9c572ce5 100644 --- a/code/parsing-engine/build.gradle +++ b/code/parsing-engine/build.gradle @@ -18,6 +18,14 @@ repositories { dependencies { // Use JUnit Jupiter API for testing. + implementation 'commons-lang:commons-lang:2.6' + implementation 'edu.stanford.nlp:stanford-corenlp:4.3.1' + implementation 'edu.stanford.nlp:stanford-corenlp:4.3.1:models' + implementation 'com.fasterxml.jackson.core:jackson-databind:2.9.2' + implementation 'org.apache.poi:poi-ooxml:4.1.2' + + compileOnly 'org.projectlombok:lombok:1.18.22' + annotationProcessor 'org.projectlombok:lombok:1.18.22' testImplementation 'org.junit.jupiter:junit-jupiter-api:5.6.2' // Use JUnit Jupiter Engine for testing. diff --git a/code/parsing-engine/src/main/java/edu/illinois/phantom/App.java b/code/parsing-engine/src/main/java/edu/illinois/phantom/App.java index b030802b5c..178374c8cf 100644 --- a/code/parsing-engine/src/main/java/edu/illinois/phantom/App.java +++ b/code/parsing-engine/src/main/java/edu/illinois/phantom/App.java @@ -3,12 +3,102 @@ */ package edu.illinois.phantom; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.node.ArrayNode; +import com.fasterxml.jackson.databind.node.ObjectNode; +import edu.illinois.phantom.model.Experience; +import edu.illinois.phantom.wordParser.ResumeParser; +import org.apache.commons.lang.StringUtils; +import org.apache.poi.xwpf.usermodel.XWPFDocument; +import org.apache.poi.xwpf.usermodel.XWPFParagraph; + +import java.io.*; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.List; +import java.util.Objects; +import java.util.Optional; + +import static edu.illinois.phantom.wordParser.Constants.*; + public class App { public String getGreeting() { return "Hello World!"; } - public static void main(String[] args) { - System.out.println(new App().getGreeting()); + public static void main(String[] args) throws IOException { + + ResumeParser resumeParser = new ResumeParser(); + //Creating a File object for directory + ClassLoader classLoader = App.class.getClassLoader(); + File directoryPath = new File(classLoader.getResource("Resumes").getFile()); + //List of all files and directories + File filesList[] = directoryPath.listFiles(); + List experienceObjectList = new ArrayList<>(); + ObjectMapper objectMapper = new ObjectMapper(); + System.out.println("Parsing resumes..."); + for(File file : filesList) { + InputStream targetStream = new FileInputStream(file); + try (XWPFDocument doc = new XWPFDocument(Objects.requireNonNull(targetStream))) { + List list = doc.getParagraphs(); + List textList = new ArrayList<>(); + StringBuilder sb = new StringBuilder(); + for (XWPFParagraph paragraph : list) { + String text = paragraph.getText(); + String lowertext = StringUtils.lowerCase(text); + if (pattern4.matcher(lowertext).find()) { + textList.add(sb.toString()); + sb = new StringBuilder(); + sb.append(lowertext); + } else if (pattern3.matcher(lowertext).find()) { + textList.add(sb.toString()); + sb = new StringBuilder(); + sb.append(lowertext); + } else if (pattern2.matcher(lowertext).find()) { + textList.add(sb.toString()); + sb = new StringBuilder(); + sb.append(lowertext); + } else if (pattern1.matcher(lowertext).find()) { + textList.add(sb.toString()); + sb = new StringBuilder(); + sb.append(lowertext); + } else if (pattern5.matcher(lowertext).find()) { + textList.add(sb.toString()); + sb = new StringBuilder(); + sb.append(lowertext); + } + else sb.append(lowertext); + } + if (sb != null && sb.length() > 0) + textList.add(sb.toString()); + ArrayNode skillArray = objectMapper.createArrayNode(); + + for (String text : textList) { + Optional> optionalList = resumeParser.parseResume(text); + if (optionalList.isPresent()) { + List experienceList = optionalList.get(); + for (Experience e : experienceList) { + String s = objectMapper.writeValueAsString(e); + skillArray.add(s); + } + } + } +// System.out.println(skillArray); + ObjectNode experienceObject = objectMapper.createObjectNode(); +// It is similar to map put method. put method is overloaded to accept different types of data +// String as field value + experienceObject.put("location", file.getAbsolutePath()); + experienceObject.put("skills", skillArray); + experienceObjectList.add(experienceObject); + } catch (IOException e) { + System.err.println("Error reading file " + e.getMessage()); + + } + } + System.out.println("Finished parsing resumes..."); + System.out.println("Writing parsed data..."); + objectMapper.writeValue(Paths.get("experiences.json").toFile(), experienceObjectList); + System.out.println("Finished"); + } } diff --git a/code/parsing-engine/src/main/java/edu/illinois/phantom/model/Experience.java b/code/parsing-engine/src/main/java/edu/illinois/phantom/model/Experience.java new file mode 100644 index 0000000000..5862f7057e --- /dev/null +++ b/code/parsing-engine/src/main/java/edu/illinois/phantom/model/Experience.java @@ -0,0 +1,33 @@ +package edu.illinois.phantom.model; + +import lombok.Builder; +import lombok.ToString; + +@Builder +@ToString +public class Experience { + + private String skill; + private Integer duration; + + public Experience(String skill, Integer duration) { + this.skill = skill; + this.duration = duration; + } + + public String getSkill() { + return skill; + } + + public void setSkill(String skill) { + this.skill = skill; + } + + public Integer getDuration() { + return duration; + } + + public void setDuration(Integer duration) { + this.duration = duration; + } +} diff --git a/code/parsing-engine/src/main/java/edu/illinois/phantom/model/MonthYear.java b/code/parsing-engine/src/main/java/edu/illinois/phantom/model/MonthYear.java new file mode 100644 index 0000000000..fb20754320 --- /dev/null +++ b/code/parsing-engine/src/main/java/edu/illinois/phantom/model/MonthYear.java @@ -0,0 +1,90 @@ +package edu.illinois.phantom.model; + +import org.apache.commons.lang.StringUtils; + +import java.time.DateTimeException; +import java.time.LocalDate; +import java.time.Period; +import java.util.Objects; + +import static edu.illinois.phantom.wordParser.Constants.monthToInt; + + +public class MonthYear { + String month; + String year; + + + public MonthYear(String month, String year) { + this.month = month; + this.year = year; + } + + @Override + public boolean equals(Object o) { + if (this == o) return true; + if (o == null || getClass() != o.getClass()) return false; + MonthYear monthYear = (MonthYear) o; + return month == monthYear.month && year == monthYear.year; + } + + @Override + public int hashCode() { + return Objects.hash(month, year); + } + + public int diffMonths(MonthYear other) { + LocalDate localDate; + LocalDate otherLocalDate; + //we will assume day is first day of month + int day = 1; + try { + + if (month.equalsIgnoreCase("present") || year.equalsIgnoreCase("present")) { + localDate = LocalDate.now(); + } else { + int thisIntMonth; + if(StringUtils.isNumeric(month)) { + thisIntMonth = Integer.parseInt(month); + } + else thisIntMonth = monthToInt.get(month); + String normalizedYear = normalizeYear(year); + localDate = LocalDate.of(Integer.parseInt(normalizedYear), thisIntMonth, day); + } + + if (other.month.equalsIgnoreCase("present") || other.year.equalsIgnoreCase("present")) { + otherLocalDate = LocalDate.now(); + } else { + int otherIntmonth; + if(StringUtils.isNumeric(other.month)) { + otherIntmonth = Integer.parseInt(other.month); + } + else otherIntmonth = monthToInt.get(other.month); + String normalizedYear = normalizeYear(other.year); + otherLocalDate = LocalDate.of(Integer.parseInt(normalizedYear), otherIntmonth, day); + } + + if (localDate.compareTo(otherLocalDate) > 0) { + Period period = Period.between(otherLocalDate, localDate); + return period.getYears() * 12 + period.getMonths(); + + } else { + Period period = Period.between(localDate, otherLocalDate); + return period.getYears() * 12 + period.getMonths(); + } + } catch (DateTimeException e) { + return 0; + } + } + + private String normalizeYear(String year) { + String normalizedYear; + if (year.length() < 4) { + if (Integer.parseInt(year) >= 0 && Integer.parseInt(year) <= 21) + normalizedYear = "20" + year; + else + normalizedYear = "19" + year; + } else normalizedYear = year; + return normalizedYear; + } +} diff --git a/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/Constants.java b/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/Constants.java new file mode 100644 index 0000000000..ef2c6342c5 --- /dev/null +++ b/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/Constants.java @@ -0,0 +1,52 @@ +package edu.illinois.phantom.wordParser; + +import java.util.*; +import java.util.regex.Pattern; + +public class Constants { + + Set Education = new HashSet<>(Arrays.asList( + "BE", "B.E.", "B.E", "BS", "B.S", "ME", "M.E", + "M.E.", "MS", "M.S", "BTECH", "MTECH", + "SSC", "HSC", "CBSE", "ICSE", "X", "XII", "BSC", "DIPLOMA", "BACHELOR", "MASTER", + "MASTERS" + )); + // public static final Pattern pattern1 = Pattern.compile("(jan(uary)?|feb(ruary)?|mar(ch)?|apr(il)?|may|jun(e)?|jul(y)?|aug(ust)?|sep(tember)?|oct(ober)?|nov(ember)?|dec(ember)?)(\\s|\\S)(\\d{2,4}).*(jan(uary)?|feb(ruary)?|mar(ch)?|apr(il)?|may|jun(e)?|jul(y)?|aug(ust)?|sep(tember)?|oct(ober)?|nov(ember)?|dec(ember)?)(\\s|\\S)(\\d{2,4})",Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Pattern pattern1 = Pattern.compile("(?jan(uary)?|feb(ruary)?|mar(ch)?|apr(il)?|may|jun(e)?|jul(y)?|aug(ust)?|sep(tember)?|oct(ober)?|nov(ember)?|dec(ember)?)(\\s|\\S)(?\\d{2,4}).*(?jan(uary)?|feb(ruary)?|mar(ch)?|apr(il)?|may|jun(e)?|jul(y)?|aug(ust)?|sep(tember)?|oct(ober)?|nov(ember)?|dec(ember)?)(\\s|\\S)(?\\d{2,4})", Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Pattern pattern2 = Pattern.compile("(?(\\d{2}(.|..)\\d{4}).{1,4})(?\\d{2}(.|..)\\d{4})", Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Pattern pattern3 = Pattern.compile("(?(\\d{2}(.|..)\\d{4}).{1,4})(?present)", Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Pattern pattern4 = Pattern.compile("(?jan(uary)?|feb(ruary)?|mar(ch)?|apr(il)?|may|jun(e)?|jul(y)?|aug(ust)?|sep(tember)?|oct(ober)?|nov(ember)?|dec(ember)?)(\\s|\\S)(?\\d{2,4}).*(?present)", + Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Pattern pattern5 = Pattern.compile("(?\\d{2}\\/\\d{4})(.|..|\\s|\\S)(?\\d{2}\\/\\d{4})", Pattern.CASE_INSENSITIVE | Pattern.DOTALL | Pattern.MULTILINE); + public static final Map monthToInt = + new HashMap() { + { + put("jan", 1); + put("feb", 2); + put("mar", 3); + put("apr", 4); + put("may", 5); + put("jun", 6); + put("jul", 7); + put("aug", 8); + put("sep", 9); + put("oct", 10); + put("nov", 11); + put("dec", 12); + put("january", 1); + put("february", 2); + put("march", 3); + put("april", 4); + put("may", 5); + put("june", 6); + put("july", 7); + put("august", 8); + put("september", 9); + put("october", 10); + put("november", 11); + put("december", 12); + } + }; + + +} diff --git a/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/ResumeParser.java b/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/ResumeParser.java new file mode 100644 index 0000000000..a42c43a1c4 --- /dev/null +++ b/code/parsing-engine/src/main/java/edu/illinois/phantom/wordParser/ResumeParser.java @@ -0,0 +1,178 @@ +package edu.illinois.phantom.wordParser; + + +import edu.illinois.phantom.model.Experience; +import edu.illinois.phantom.model.MonthYear; +import edu.stanford.nlp.ling.CoreLabel; +import edu.stanford.nlp.pipeline.CoreDocument; +import edu.stanford.nlp.pipeline.StanfordCoreNLP; +import edu.stanford.nlp.util.StringUtils; + +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStreamReader; +import java.util.*; +import java.util.regex.Matcher; + +import static edu.illinois.phantom.wordParser.Constants.*; + +public class ResumeParser { + private static final String SKILLS_CSV = "/skills.csv"; + private static final String STOPWORDS_TXT = "/stopwords.txt"; + private static final Object SEPARATOR = ","; + Set skills = new HashSet<>(); + Set stopWords = new HashSet<>(); + + public ResumeParser() { + try (BufferedReader csvReader = new BufferedReader(new InputStreamReader(ResumeParser.class.getResourceAsStream(SKILLS_CSV)))) { + String line; + while ((line = csvReader.readLine()) != null) { + String[] words = line.split(","); + skills.addAll(Arrays.asList(words)); + } + System.out.println("Read skills to cache " + skills.size()); + } catch (IOException e) { + System.err.println("Error loading GAIA cache " + e.getMessage()); + } + + try (BufferedReader csvReader = new BufferedReader(new InputStreamReader(ResumeParser.class.getResourceAsStream(STOPWORDS_TXT)))) { + String line; + while ((line = csvReader.readLine()) != null) { + stopWords.add(line); + } + System.out.println("Read stopWords to cache " + stopWords.size()); + } catch (IOException e) { + System.err.println("Error loading stopwords cache " + e.getMessage()); + } + } + + /** + * Helper function to extract skills from spacy nlp text + * return list of skills extracted + */ + + public Optional> parseResume(String text) { + List skillset = new ArrayList<>(); + List experienceList = new ArrayList<>(); + extract_skills(text) + .filter(skills -> skills.size() > 0) + .ifPresent(skillset::addAll); + Optional duration = extractDuration(text); + if (duration.isPresent()) { + for (String s : skillset) { + Experience.ExperienceBuilder experienceBuilder = Experience.builder(); + experienceBuilder.skill(s); + experienceBuilder.duration(duration.get()); + experienceList.add(experienceBuilder.build()); + } + } + return Optional.of(experienceList); + } + + private Optional> extract_skills(String text) { +// System.out.println(text); + // set up pipeline properties + List skillset = new ArrayList<>(); + Properties props = new Properties(); + // set the list of annotators to run + props.setProperty("annotators", "tokenize,ssplit,pos,lemma"); + // example of how to customize the PTBTokenizer (these are just random example settings!!) + props.setProperty("tokenize.options", "splitHyphenated=false,americanize=false"); + // build pipeline + StanfordCoreNLP pipeline = new StanfordCoreNLP(props); + // create a document object + CoreDocument doc = new CoreDocument(text); + // annotate + pipeline.annotate(doc); + // display tokens + for (CoreLabel tok : doc.tokens()) { + String token = tok.word(); + if (skills.contains(token) && !stopWords.contains(token)) { + skillset.add(token); + } + } + + Collection ngrams = StringUtils.getNgramsFromTokens(doc.tokens(), 1, 3); + for (String ngram : ngrams) { + if (skills.contains(ngram) && !skillset.contains(ngram)) { + skillset.add(ngram); + } + } + + + return Optional.of(skillset); + } + + /** + * Helper function to extract skills from spacy nlp text + * return list of skills extracted + */ + private Optional extractDuration(String lowertext) { + try { + String trim = org.apache.commons.lang.StringUtils.trim(lowertext); + Matcher matcher4 = pattern4.matcher(trim); + Matcher matcher3 = pattern3.matcher(trim); + Matcher matcher2 = pattern2.matcher(trim); + Matcher matcher1 = pattern1.matcher(trim); + Matcher matcher5 = pattern5.matcher(trim); + if (matcher4.find()) { + MonthYear startMonthYear = new MonthYear(matcher4.group("startMonth"),matcher4.group("startYear")); + MonthYear endMonthYear = new MonthYear("present",matcher4.group("endYear")); + int diffMonths = startMonthYear.diffMonths(endMonthYear); + return Optional.of(diffMonths); + } else if (matcher3.find()) { + String pattern = "[^0-9|\\/]"; + String startDate = matcher3.group("startYear").replaceAll(pattern, "");; + String splitBattern = "[^0-9]"; + String[] split = startDate.split(splitBattern); + MonthYear startMonthYear = null; + if(split != null && split.length > 1) { + String month = split[0]; + String year = split[1]; + startMonthYear = new MonthYear(month,year); + } + MonthYear endMonthYear = new MonthYear("present",matcher3.group("endYear")); + if(startMonthYear != null && endMonthYear != null) { + int diffMonths = startMonthYear.diffMonths(endMonthYear); + return Optional.of(diffMonths); + } + else return Optional.of(0); + } else if (matcher2.find()) { + String pattern = "[^0-9|\\/]"; + String startDate = matcher2.group("startYear").replaceAll(pattern, ""); + String endDate = matcher2.group("endYear").replaceAll(pattern, ""); + String splitBattern = "[^0-9]"; + String[] split = startDate.split(splitBattern); + MonthYear startMonthYear = null; + if(split != null && split.length > 1) { + String month = split[0]; + String year = split[1]; + startMonthYear = new MonthYear(month,year); + } + MonthYear endMonthYear = null; + split = endDate.split(splitBattern); + if(split != null && split.length > 1) { + String month = split[0]; + String year = split[1]; + endMonthYear = new MonthYear(month,year); + } + if(startMonthYear != null && endMonthYear != null) { + int diffMonths = startMonthYear.diffMonths(endMonthYear); + return Optional.of(diffMonths); + } + else return Optional.of(0); + } else if (matcher1.find()) { + MonthYear startMonthYear = new MonthYear(matcher1.group("startMonth"),matcher1.group("startYear")); + MonthYear endMonthYear = new MonthYear(matcher1.group("endMonth"),matcher1.group("endYear")); + int diffMonths = startMonthYear.diffMonths(endMonthYear); + return Optional.of(diffMonths); + } + } catch (Exception e) { + System.err.println(e.getMessage() + " " + lowertext); + } + + return Optional.empty(); + } +} + + diff --git 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