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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;
import java.util.Map;
import com.cobber.fta.AnalysisConfig;
import com.cobber.fta.AnalyzerContext;
import com.cobber.fta.Facts;
import com.cobber.fta.FiniteMap;
import com.cobber.fta.LogicalTypeFactory;
import com.cobber.fta.LogicalTypeFiniteSimple;
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 middle name.
*/
public class MiddleName extends FirstName {
private LogicalTypeFiniteSimple logicalFirst;
private LogicalTypeFiniteSimple logicalLast;
/**
* Construct a Middle Name plugin based on the Plugin Definition.
* @param plugin The definition of this plugin.
*/
public MiddleName(final PluginDefinition plugin) {
super(plugin);
}
@Override
public boolean initialize(final AnalysisConfig analysisConfig) throws FTAPluginException {
super.initialize(analysisConfig);
logicalFirst = (LogicalTypeFiniteSimple) LogicalTypeFactory.newInstance(PluginDefinition.findByName("NAME.FIRST"), analysisConfig);
logicalLast = (LogicalTypeFiniteSimple) LogicalTypeFactory.newInstance(PluginDefinition.findByName("NAME.LAST"), analysisConfig);
return true;
}
/*
* Note: The input String will be both trimmed and converted to upper Case
* @see com.cobber.fta.LogicalType#isValid(java.lang.String)
*/
@Override
public boolean isValid(final String input, final boolean detectMode, final long count) {
final String trimmedUpper = input.trim().toUpperCase(locale);
final int length = trimmedUpper.length();
if (getMembers().contains(trimmedUpper))
return true;
// We are prepared to accepted X or X. as a middle name
if (length == 1 || length == 2) {
if (!Character.isAlphabetic(trimmedUpper.charAt(0)))
return false;
return length == 1 || trimmedUpper.charAt(1) == '.';
}
if (length > maxLength)
return false;
// For the balance of the 'not found' we will say they are invalid if it is not just a single word
if (!Utils.isAlphas(input))
return false;
if (detectMode) {
// Assume 40% of the remaining are good - hopefully this will not bias the determination excessively.
// Use hashCode as opposed to random() to ensure that a given data set gives the same results from one run to another.
return input.hashCode() % 10 < 4;
}
else
return input.matches(getRegExp());
}
@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, final AnalysisConfig analysisConfig) {
if (context.getCompositeStreamNames() == null)
return PluginAnalysis.SIMPLE_NOT_OK;
// If it is consistently short - then reject and detect as MIDDLE_INITIAL
if (facts.maxTrimmedLength <= 2)
return PluginAnalysis.SIMPLE_NOT_OK;
// We have 'Middle Name' or MiddleName'
if (getHeaderConfidence(context.getStreamName()) >= 99) {
long newMatchCount = matchCount;
for (final Map.Entry outlier : outliers.entrySet())
if (outlier.getKey().length() == 1 && Character.isAlphabetic(outlier.getKey().charAt(0)))
newMatchCount += outlier.getValue();
if (super.analyzeSet(context, newMatchCount, realSamples, currentRegExp, facts, cardinality, outliers, tokenStreams, analysisConfig).isValid())
return PluginAnalysis.OK;
}
// Find the index of the First & Last Name fields and of the current field
int first = -1;
int last = -1;
final int current = context.getStreamIndex();
for (int i = 0; i < context.getCompositeStreamNames().length; i++) {
if (first == -1 && logicalFirst.getHeaderConfidence(context.getCompositeStreamNames()[i]) >= 90)
first = i;
if (last == -1 && logicalLast.getHeaderConfidence(context.getCompositeStreamNames()[i]) >= 90)
last = i;
}
// We want to see fields we recognize as first and last names and a header that looks reasonable and a set of names that look good
if (first != -1 && last != -1 && current > first &&
getHeaderConfidence(context.getStreamName()) >= 90 &&
super.analyzeSet(context, matchCount, realSamples, currentRegExp, facts, cardinality, outliers, tokenStreams, analysisConfig).isValid())
return PluginAnalysis.OK;
return PluginAnalysis.SIMPLE_NOT_OK;
}
}