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90 changes: 0 additions & 90 deletions
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src/main/kotlin/com/github/pemistahl/lingua/api/LanguageModelFilesWriter.kt
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src/main/kotlin/com/github/pemistahl/lingua/api/io/FilesWriter.kt
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/* | ||
* Copyright © 2018-2020 Peter M. Stahl pemistahl@gmail.com | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either expressed or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.github.pemistahl.lingua.api.io | ||
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import java.io.FileNotFoundException | ||
import java.nio.file.Files | ||
import java.nio.file.NoSuchFileException | ||
import java.nio.file.NotDirectoryException | ||
import java.nio.file.Path | ||
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abstract class FilesWriter { | ||
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protected fun checkInputFilePath(inputFilePath: Path) { | ||
if (!inputFilePath.isAbsolute()) { | ||
throw IllegalArgumentException("Input file path '$inputFilePath' is not absolute") | ||
} | ||
if (!Files.exists(inputFilePath)) { | ||
throw NoSuchFileException("Input file '$inputFilePath' does not exist") | ||
} | ||
if (!Files.isRegularFile(inputFilePath)) { | ||
throw FileNotFoundException("Input file path '$inputFilePath' does not represent a regular file") | ||
} | ||
} | ||
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protected fun checkOutputDirectoryPath(outputDirectoryPath: Path) { | ||
if (!outputDirectoryPath.isAbsolute()) { | ||
throw IllegalArgumentException("Output directory path '$outputDirectoryPath' is not absolute") | ||
} | ||
if (!Files.exists(outputDirectoryPath)) { | ||
throw NotDirectoryException("Output directory '$outputDirectoryPath' does not exist") | ||
} | ||
if (!Files.isDirectory(outputDirectoryPath)) { | ||
throw NotDirectoryException("Output directory path '$outputDirectoryPath' does not represent a directory") | ||
} | ||
} | ||
} |
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89
src/main/kotlin/com/github/pemistahl/lingua/api/io/LanguageModelFilesWriter.kt
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/* | ||
* Copyright © 2018-2020 Peter M. Stahl pemistahl@gmail.com | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either expressed or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.github.pemistahl.lingua.api.io | ||
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import com.github.pemistahl.lingua.api.Language | ||
import com.github.pemistahl.lingua.internal.Ngram | ||
import com.github.pemistahl.lingua.internal.TrainingDataLanguageModel | ||
import java.nio.charset.Charset | ||
import java.nio.file.Files | ||
import java.nio.file.Path | ||
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object LanguageModelFilesWriter : FilesWriter() { | ||
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@JvmStatic | ||
fun createAndWriteLanguageModelFiles( | ||
inputFilePath: Path, | ||
inputFileCharset: Charset = Charsets.UTF_8, | ||
outputDirectoryPath: Path, | ||
language: Language, | ||
charClass: String? | ||
) { | ||
checkInputFilePath(inputFilePath) | ||
checkOutputDirectoryPath(outputDirectoryPath) | ||
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val unigramModel = createLanguageModel(inputFilePath, inputFileCharset, language, 1, charClass, emptyMap()) | ||
val bigramModel = createLanguageModel(inputFilePath, inputFileCharset, language, 2, charClass, unigramModel.absoluteFrequencies) | ||
val trigramModel = createLanguageModel(inputFilePath, inputFileCharset, language, 3, charClass, bigramModel.absoluteFrequencies) | ||
val quadrigramModel = createLanguageModel(inputFilePath, inputFileCharset, language, 4, charClass, trigramModel.absoluteFrequencies) | ||
val fivegramModel = createLanguageModel(inputFilePath, inputFileCharset, language, 5, charClass, quadrigramModel.absoluteFrequencies) | ||
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writeLanguageModel(unigramModel, outputDirectoryPath, "unigrams.json") | ||
writeLanguageModel(bigramModel, outputDirectoryPath, "bigrams.json") | ||
writeLanguageModel(trigramModel, outputDirectoryPath, "trigrams.json") | ||
writeLanguageModel(quadrigramModel, outputDirectoryPath, "quadrigrams.json") | ||
writeLanguageModel(fivegramModel, outputDirectoryPath, "fivegrams.json") | ||
} | ||
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private fun createLanguageModel( | ||
inputFilePath: Path, | ||
inputFileCharset: Charset, | ||
language: Language, | ||
ngramLength: Int, | ||
charClass: String?, | ||
lowerNgramAbsoluteFrequencies: Map<Ngram, Int> | ||
): TrainingDataLanguageModel { | ||
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lateinit var model: TrainingDataLanguageModel | ||
inputFilePath.toFile().bufferedReader(charset = inputFileCharset).useLines { lines -> | ||
model = TrainingDataLanguageModel.fromText( | ||
text = lines, | ||
language = language, | ||
ngramLength = ngramLength, | ||
charClass = charClass, | ||
lowerNgramAbsoluteFrequencies = lowerNgramAbsoluteFrequencies | ||
) | ||
} | ||
return model | ||
} | ||
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private fun writeLanguageModel( | ||
model: TrainingDataLanguageModel, | ||
outputDirectoryPath: Path, | ||
fileName: String | ||
) { | ||
val modelFilePath = outputDirectoryPath.resolve(fileName) | ||
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if (Files.isRegularFile(modelFilePath)) { | ||
Files.delete(modelFilePath) | ||
} | ||
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modelFilePath.toFile().bufferedWriter().use { writer -> | ||
writer.write(model.toJson()) | ||
} | ||
} | ||
} |
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src/main/kotlin/com/github/pemistahl/lingua/api/io/TestDataFilesWriter.kt
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/* | ||
* Copyright © 2018-2020 Peter M. Stahl pemistahl@gmail.com | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either expressed or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.github.pemistahl.lingua.api.io | ||
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import java.nio.charset.Charset | ||
import java.nio.file.Files | ||
import java.nio.file.Path | ||
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object TestDataFilesWriter : FilesWriter() { | ||
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private val PUNCTUATION = Regex("\\p{P}") | ||
private val NUMBERS = Regex("\\p{N}") | ||
private val MULTIPLE_WHITESPACE = Regex("\\s+") | ||
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@JvmStatic | ||
fun createAndWriteTestDataFiles( | ||
inputFilePath: Path, | ||
inputFileCharset: Charset = Charsets.UTF_8, | ||
outputDirectoryPath: Path, | ||
fileName: String, | ||
charClass: String?, | ||
maximumLines: Int | ||
) { | ||
checkInputFilePath(inputFilePath) | ||
checkOutputDirectoryPath(outputDirectoryPath) | ||
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createAndWriteSentencesFile(inputFilePath, inputFileCharset, outputDirectoryPath, fileName, maximumLines) | ||
val singleWords = createAndWriteSingleWordsFile(inputFilePath, inputFileCharset, outputDirectoryPath, fileName, charClass, maximumLines) | ||
createAndWriteWordPairsFile(singleWords, outputDirectoryPath, fileName, maximumLines) | ||
} | ||
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private fun createAndWriteSentencesFile( | ||
inputFilePath: Path, | ||
inputFileCharset: Charset, | ||
outputDirectoryPath: Path, | ||
fileName: String, | ||
maximumLines: Int | ||
) { | ||
val sentencesDirectoryPath = outputDirectoryPath.resolve("sentences") | ||
val sentencesFilePath = sentencesDirectoryPath.resolve(fileName) | ||
var lineCounter = 0 | ||
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if (!Files.isDirectory(sentencesDirectoryPath)) { | ||
Files.createDirectory(sentencesDirectoryPath) | ||
} | ||
if (Files.isRegularFile(sentencesFilePath)) { | ||
Files.delete(sentencesFilePath) | ||
} | ||
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inputFilePath.toFile().bufferedReader(charset = inputFileCharset).useLines { lines -> | ||
sentencesFilePath.toFile().bufferedWriter().use { writer -> | ||
for (line in lines) { | ||
if (lineCounter < maximumLines) { | ||
writer.write(line.replace(MULTIPLE_WHITESPACE, " ").replace("\"", "")) | ||
writer.newLine() | ||
lineCounter++ | ||
} | ||
} | ||
} | ||
} | ||
} | ||
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private fun createAndWriteSingleWordsFile( | ||
inputFilePath: Path, | ||
inputFileCharset: Charset, | ||
outputDirectoryPath: Path, | ||
fileName: String, | ||
charClass: String?, | ||
maximumLines: Int | ||
): List<String> { | ||
val singleWordsDirectoryPath = outputDirectoryPath.resolve("single-words") | ||
val singleWordsFilePath = singleWordsDirectoryPath.resolve(fileName) | ||
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val wordRegex = if (charClass != null) { | ||
Regex("""[\p{L}&&\p{$charClass}]{5,}""") | ||
} else { | ||
Regex("""[\p{L}]{5,}""") | ||
} | ||
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val words = mutableListOf<String>() | ||
var lineCounter = 0 | ||
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if (!Files.isDirectory(singleWordsDirectoryPath)) { | ||
Files.createDirectory(singleWordsDirectoryPath) | ||
} | ||
if (Files.isRegularFile(singleWordsFilePath)) { | ||
Files.delete(singleWordsFilePath) | ||
} | ||
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inputFilePath.toFile().bufferedReader(charset = inputFileCharset).useLines { lines -> | ||
for (line in lines) { | ||
val singleWords = line | ||
.replace(PUNCTUATION, "") | ||
.replace(NUMBERS, "") | ||
.replace(MULTIPLE_WHITESPACE, " ") | ||
.replace("\"", "") | ||
.split(' ') | ||
.map { it.trim().toLowerCase() } | ||
.filter { wordRegex.matches(it) } | ||
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words.addAll(singleWords) | ||
} | ||
} | ||
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singleWordsFilePath.toFile().bufferedWriter().use { writer -> | ||
for (word in words) { | ||
if (lineCounter < maximumLines) { | ||
writer.write(word) | ||
writer.newLine() | ||
lineCounter++ | ||
} | ||
} | ||
} | ||
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return words | ||
} | ||
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private fun createAndWriteWordPairsFile( | ||
words: List<String>, | ||
outputDirectoryPath: Path, | ||
fileName: String, | ||
maximumLines: Int | ||
) { | ||
val wordPairsDirectoryPath = outputDirectoryPath.resolve("word-pairs") | ||
val wordPairsFilePath = wordPairsDirectoryPath.resolve(fileName) | ||
val wordPairs = mutableSetOf<String>() | ||
var lineCounter = 0 | ||
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if (!Files.isDirectory(wordPairsDirectoryPath)) { | ||
Files.createDirectory(wordPairsDirectoryPath) | ||
} | ||
if (Files.isRegularFile(wordPairsFilePath)) { | ||
Files.delete(wordPairsFilePath) | ||
} | ||
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for (i in 0..(words.size-2)) { | ||
wordPairs.add(words.slice(i..i+1).joinToString(" ")) | ||
} | ||
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wordPairsFilePath.toFile().bufferedWriter().use { writer -> | ||
for (wordPair in wordPairs) { | ||
if (lineCounter < maximumLines) { | ||
writer.write(wordPair) | ||
writer.newLine() | ||
lineCounter++ | ||
} | ||
} | ||
} | ||
} | ||
} |
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