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Analyze Text data to determine simple type and Semantic type information as well as other key metrics associated with a text stream.
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/*
* Copyright 2017-2024 Tim Segall
*
* 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 express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.cobber.fta.plugins.identity;
import org.apache.commons.validator.routines.checkdigit.CheckDigit;
import org.apache.commons.validator.routines.checkdigit.CheckDigitException;
import org.apache.commons.validator.routines.checkdigit.LuhnCheckDigit;
import com.cobber.fta.AnalysisConfig;
import com.cobber.fta.AnalyzerContext;
import com.cobber.fta.Facts;
import com.cobber.fta.FiniteMap;
import com.cobber.fta.LogicalTypeInfinite;
import com.cobber.fta.PluginAnalysis;
import com.cobber.fta.PluginDefinition;
import com.cobber.fta.core.FTAPluginException;
import com.cobber.fta.core.Utils;
import com.cobber.fta.token.TokenStreams;
/**
* Plugin to detect a US National Provider Identifier (NPI).
*
*/
public class NPI_US extends LogicalTypeInfinite {
private CheckDigit validator;
private static final String NPI_PREFIX = "80840";
/**
* Construct a plugin to detect a US NPI based on the Plugin Definition.
* @param plugin The definition of this plugin.
*/
public NPI_US(final PluginDefinition plugin) {
super(plugin);
}
@Override
public boolean isCandidate(final String trimmed, final StringBuilder compressed, final int[] charCounts, final int[] lastIndex) {
return validate(trimmed);
}
private boolean validate(final String trimmed) {
if (trimmed.length() != 10 || !Utils.isNumeric(trimmed))
return false;
try {
// Validate the Luhn check digit
final String checkDigit = validator.calculate(NPI_PREFIX + trimmed.substring(0, 9));
return checkDigit.charAt(0) == trimmed.charAt(9);
} catch (CheckDigitException e) {
return false;
}
}
@Override
public boolean initialize(final AnalysisConfig analysisConfig) throws FTAPluginException {
super.initialize(analysisConfig);
validator = new LuhnCheckDigit();
return true;
}
@Override
public String nextRandom() {
try {
final String base = Utils.getRandomDigits(getRandom(), 9);
return base + validator.calculate(NPI_PREFIX + base);
} catch (CheckDigitException e) {
return null;
}
}
@Override
public String getRegExp() {
return "\\d{10}";
}
@Override
public boolean isValid(final String input, final boolean detectMode, final long count) {
return validate(input.trim());
}
@Override
public PluginAnalysis analyzeSet(final AnalyzerContext context, final long matchCount, final long realSamples, final String currentRegExp,
final Facts facts, final FiniteMap cardinality, final FiniteMap outliers, final TokenStreams tokenStreams,
AnalysisConfig analysisConfig) {
return getConfidence(matchCount, realSamples, context) >= getThreshold()/100.0 ? PluginAnalysis.OK : PluginAnalysis.SIMPLE_NOT_OK;
}
}