org.datavec.api.transform.metadata.StringMetaData Maven / Gradle / Ivy
/*-
* * Copyright 2016 Skymind, Inc.
* *
* * 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 org.datavec.api.transform.metadata;
import lombok.EqualsAndHashCode;
import org.datavec.api.transform.ColumnType;
import org.datavec.api.writable.Writable;
import org.nd4j.shade.jackson.annotation.JsonProperty;
/**
* Metadata for an String column
*
* @author Alex Black
*/
@EqualsAndHashCode(callSuper = true)
public class StringMetaData extends BaseColumnMetaData {
//regex + min/max length are nullable: null -> no restrictions on these
private final String regex;
private final Integer minLength;
private final Integer maxLength;
public StringMetaData() {
super(null);
regex = null;
minLength = null;
maxLength = null;
}
/**
* Default constructor with no restrictions on allowable strings
*/
public StringMetaData(String name) {
this(name, null, null, null);
}
/**
* @param mustMatchRegex Nullable. If not null: this is a regex that each string must match in order for the entry
* to be considered valid.
* @param minLength Min allowable String length. If null: no restriction on min String length
* @param maxLength Max allowable String length. If null: no restriction on max String length
*/
public StringMetaData(@JsonProperty("name") String name, @JsonProperty("regex") String mustMatchRegex,
@JsonProperty("minLength") Integer minLength, @JsonProperty("maxLength") Integer maxLength) {
super(name);
this.regex = mustMatchRegex;
this.minLength = minLength;
this.maxLength = maxLength;
}
@Override
public ColumnType getColumnType() {
return ColumnType.String;
}
@Override
public boolean isValid(Writable writable) {
String str = writable.toString();
int len = str.length();
if (minLength != null && len < minLength)
return false;
if (maxLength != null && len > maxLength)
return false;
return regex == null || str.matches(regex);
}
/**
* Is the given object valid for this column,
* given the column type and any
* restrictions given by the
* ColumnMetaData object?
*
* @param input object to check
* @return true if value, false if invalid
*/
@Override
public boolean isValid(Object input) {
String str = input.toString();
int len = str.length();
if (minLength != null && len < minLength)
return false;
if (maxLength != null && len > maxLength)
return false;
return regex == null || str.matches(regex);
}
@Override
public StringMetaData clone() {
return new StringMetaData(name, regex, minLength, maxLength);
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("StringMetaData(name=\"").append(name).append("\",");
if (minLength != null)
sb.append("minLengthAllowed=").append(minLength);
if (maxLength != null) {
if (minLength != null)
sb.append(",");
sb.append("maxLengthAllowed=").append(maxLength);
}
if (regex != null) {
if (minLength != null || maxLength != null)
sb.append(",");
sb.append("regex=").append(regex);
}
sb.append(")");
return sb.toString();
}
}
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