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ktr_extract_StanfordNER.ktr
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<?xml version="1.0" encoding="UTF-8"?>
<transformation>
<info>
<name>ktr_extract_StanfordNER</name>
<description/>
<extended_description/>
<trans_version/>
<trans_type>Normal</trans_type>
<trans_status>0</trans_status>
<directory>/</directory>
<parameters>
<parameter>
<name>FILE_DIR</name>
<default_value>C:\pentaho_projects\quick_try_outs\content\public\Python-NLTK\</default_value>
<description/>
</parameter>
</parameters>
<log>
<trans-log-table>
<connection/>
<schema/>
<table/>
<size_limit_lines/>
<interval/>
<timeout_days/>
<field>
<id>ID_BATCH</id>
<enabled>Y</enabled>
<name>ID_BATCH</name>
</field>
<field>
<id>CHANNEL_ID</id>
<enabled>Y</enabled>
<name>CHANNEL_ID</name>
</field>
<field>
<id>TRANSNAME</id>
<enabled>Y</enabled>
<name>TRANSNAME</name>
</field>
<field>
<id>STATUS</id>
<enabled>Y</enabled>
<name>STATUS</name>
</field>
<field>
<id>LINES_READ</id>
<enabled>Y</enabled>
<name>LINES_READ</name>
<subject/>
</field>
<field>
<id>LINES_WRITTEN</id>
<enabled>Y</enabled>
<name>LINES_WRITTEN</name>
<subject/>
</field>
<field>
<id>LINES_UPDATED</id>
<enabled>Y</enabled>
<name>LINES_UPDATED</name>
<subject/>
</field>
<field>
<id>LINES_INPUT</id>
<enabled>Y</enabled>
<name>LINES_INPUT</name>
<subject/>
</field>
<field>
<id>LINES_OUTPUT</id>
<enabled>Y</enabled>
<name>LINES_OUTPUT</name>
<subject/>
</field>
<field>
<id>LINES_REJECTED</id>
<enabled>Y</enabled>
<name>LINES_REJECTED</name>
<subject/>
</field>
<field>
<id>ERRORS</id>
<enabled>Y</enabled>
<name>ERRORS</name>
</field>
<field>
<id>STARTDATE</id>
<enabled>Y</enabled>
<name>STARTDATE</name>
</field>
<field>
<id>ENDDATE</id>
<enabled>Y</enabled>
<name>ENDDATE</name>
</field>
<field>
<id>LOGDATE</id>
<enabled>Y</enabled>
<name>LOGDATE</name>
</field>
<field>
<id>DEPDATE</id>
<enabled>Y</enabled>
<name>DEPDATE</name>
</field>
<field>
<id>REPLAYDATE</id>
<enabled>Y</enabled>
<name>REPLAYDATE</name>
</field>
<field>
<id>LOG_FIELD</id>
<enabled>Y</enabled>
<name>LOG_FIELD</name>
</field>
<field>
<id>EXECUTING_SERVER</id>
<enabled>N</enabled>
<name>EXECUTING_SERVER</name>
</field>
<field>
<id>EXECUTING_USER</id>
<enabled>N</enabled>
<name>EXECUTING_USER</name>
</field>
<field>
<id>CLIENT</id>
<enabled>N</enabled>
<name>CLIENT</name>
</field>
</trans-log-table>
<perf-log-table>
<connection/>
<schema/>
<table/>
<interval/>
<timeout_days/>
<field>
<id>ID_BATCH</id>
<enabled>Y</enabled>
<name>ID_BATCH</name>
</field>
<field>
<id>SEQ_NR</id>
<enabled>Y</enabled>
<name>SEQ_NR</name>
</field>
<field>
<id>LOGDATE</id>
<enabled>Y</enabled>
<name>LOGDATE</name>
</field>
<field>
<id>TRANSNAME</id>
<enabled>Y</enabled>
<name>TRANSNAME</name>
</field>
<field>
<id>STEPNAME</id>
<enabled>Y</enabled>
<name>STEPNAME</name>
</field>
<field>
<id>STEP_COPY</id>
<enabled>Y</enabled>
<name>STEP_COPY</name>
</field>
<field>
<id>LINES_READ</id>
<enabled>Y</enabled>
<name>LINES_READ</name>
</field>
<field>
<id>LINES_WRITTEN</id>
<enabled>Y</enabled>
<name>LINES_WRITTEN</name>
</field>
<field>
<id>LINES_UPDATED</id>
<enabled>Y</enabled>
<name>LINES_UPDATED</name>
</field>
<field>
<id>LINES_INPUT</id>
<enabled>Y</enabled>
<name>LINES_INPUT</name>
</field>
<field>
<id>LINES_OUTPUT</id>
<enabled>Y</enabled>
<name>LINES_OUTPUT</name>
</field>
<field>
<id>LINES_REJECTED</id>
<enabled>Y</enabled>
<name>LINES_REJECTED</name>
</field>
<field>
<id>ERRORS</id>
<enabled>Y</enabled>
<name>ERRORS</name>
</field>
<field>
<id>INPUT_BUFFER_ROWS</id>
<enabled>Y</enabled>
<name>INPUT_BUFFER_ROWS</name>
</field>
<field>
<id>OUTPUT_BUFFER_ROWS</id>
<enabled>Y</enabled>
<name>OUTPUT_BUFFER_ROWS</name>
</field>
</perf-log-table>
<channel-log-table>
<connection/>
<schema/>
<table/>
<timeout_days/>
<field>
<id>ID_BATCH</id>
<enabled>Y</enabled>
<name>ID_BATCH</name>
</field>
<field>
<id>CHANNEL_ID</id>
<enabled>Y</enabled>
<name>CHANNEL_ID</name>
</field>
<field>
<id>LOG_DATE</id>
<enabled>Y</enabled>
<name>LOG_DATE</name>
</field>
<field>
<id>LOGGING_OBJECT_TYPE</id>
<enabled>Y</enabled>
<name>LOGGING_OBJECT_TYPE</name>
</field>
<field>
<id>OBJECT_NAME</id>
<enabled>Y</enabled>
<name>OBJECT_NAME</name>
</field>
<field>
<id>OBJECT_COPY</id>
<enabled>Y</enabled>
<name>OBJECT_COPY</name>
</field>
<field>
<id>REPOSITORY_DIRECTORY</id>
<enabled>Y</enabled>
<name>REPOSITORY_DIRECTORY</name>
</field>
<field>
<id>FILENAME</id>
<enabled>Y</enabled>
<name>FILENAME</name>
</field>
<field>
<id>OBJECT_ID</id>
<enabled>Y</enabled>
<name>OBJECT_ID</name>
</field>
<field>
<id>OBJECT_REVISION</id>
<enabled>Y</enabled>
<name>OBJECT_REVISION</name>
</field>
<field>
<id>PARENT_CHANNEL_ID</id>
<enabled>Y</enabled>
<name>PARENT_CHANNEL_ID</name>
</field>
<field>
<id>ROOT_CHANNEL_ID</id>
<enabled>Y</enabled>
<name>ROOT_CHANNEL_ID</name>
</field>
</channel-log-table>
<step-log-table>
<connection/>
<schema/>
<table/>
<timeout_days/>
<field>
<id>ID_BATCH</id>
<enabled>Y</enabled>
<name>ID_BATCH</name>
</field>
<field>
<id>CHANNEL_ID</id>
<enabled>Y</enabled>
<name>CHANNEL_ID</name>
</field>
<field>
<id>LOG_DATE</id>
<enabled>Y</enabled>
<name>LOG_DATE</name>
</field>
<field>
<id>TRANSNAME</id>
<enabled>Y</enabled>
<name>TRANSNAME</name>
</field>
<field>
<id>STEPNAME</id>
<enabled>Y</enabled>
<name>STEPNAME</name>
</field>
<field>
<id>STEP_COPY</id>
<enabled>Y</enabled>
<name>STEP_COPY</name>
</field>
<field>
<id>LINES_READ</id>
<enabled>Y</enabled>
<name>LINES_READ</name>
</field>
<field>
<id>LINES_WRITTEN</id>
<enabled>Y</enabled>
<name>LINES_WRITTEN</name>
</field>
<field>
<id>LINES_UPDATED</id>
<enabled>Y</enabled>
<name>LINES_UPDATED</name>
</field>
<field>
<id>LINES_INPUT</id>
<enabled>Y</enabled>
<name>LINES_INPUT</name>
</field>
<field>
<id>LINES_OUTPUT</id>
<enabled>Y</enabled>
<name>LINES_OUTPUT</name>
</field>
<field>
<id>LINES_REJECTED</id>
<enabled>Y</enabled>
<name>LINES_REJECTED</name>
</field>
<field>
<id>ERRORS</id>
<enabled>Y</enabled>
<name>ERRORS</name>
</field>
<field>
<id>LOG_FIELD</id>
<enabled>N</enabled>
<name>LOG_FIELD</name>
</field>
</step-log-table>
<metrics-log-table>
<connection/>
<schema/>
<table/>
<timeout_days/>
<field>
<id>ID_BATCH</id>
<enabled>Y</enabled>
<name>ID_BATCH</name>
</field>
<field>
<id>CHANNEL_ID</id>
<enabled>Y</enabled>
<name>CHANNEL_ID</name>
</field>
<field>
<id>LOG_DATE</id>
<enabled>Y</enabled>
<name>LOG_DATE</name>
</field>
<field>
<id>METRICS_DATE</id>
<enabled>Y</enabled>
<name>METRICS_DATE</name>
</field>
<field>
<id>METRICS_CODE</id>
<enabled>Y</enabled>
<name>METRICS_CODE</name>
</field>
<field>
<id>METRICS_DESCRIPTION</id>
<enabled>Y</enabled>
<name>METRICS_DESCRIPTION</name>
</field>
<field>
<id>METRICS_SUBJECT</id>
<enabled>Y</enabled>
<name>METRICS_SUBJECT</name>
</field>
<field>
<id>METRICS_TYPE</id>
<enabled>Y</enabled>
<name>METRICS_TYPE</name>
</field>
<field>
<id>METRICS_VALUE</id>
<enabled>Y</enabled>
<name>METRICS_VALUE</name>
</field>
</metrics-log-table>
</log>
<maxdate>
<connection/>
<table/>
<field/>
<offset>0.0</offset>
<maxdiff>0.0</maxdiff>
</maxdate>
<size_rowset>10000</size_rowset>
<sleep_time_empty>50</sleep_time_empty>
<sleep_time_full>50</sleep_time_full>
<unique_connections>N</unique_connections>
<feedback_shown>Y</feedback_shown>
<feedback_size>50000</feedback_size>
<using_thread_priorities>Y</using_thread_priorities>
<shared_objects_file/>
<capture_step_performance>N</capture_step_performance>
<step_performance_capturing_delay>1000</step_performance_capturing_delay>
<step_performance_capturing_size_limit>100</step_performance_capturing_size_limit>
<dependencies>
</dependencies>
<partitionschemas>
</partitionschemas>
<slaveservers>
</slaveservers>
<clusterschemas>
</clusterschemas>
<created_user>-</created_user>
<created_date>2016/10/26 17:22:43.013</created_date>
<modified_user>-</modified_user>
<modified_date>2016/10/26 17:22:43.013</modified_date>
<key_for_session_key>H4sIAAAAAAAAAAMAAAAAAAAAAAA=</key_for_session_key>
<is_key_private>N</is_key_private>
</info>
<notepads>
<notepad>
<note>Named Entity Recognizer - This is built on top of Python NLTK and uses Stanford NER Classifier and JAR.
It tags PERSON, ORGANIZATION, LOCATION, DATE, TIME, MONEY
Author - Sobhan</note>
<xloc>528</xloc>
<yloc>16</yloc>
<width>697</width>
<heigth>70</heigth>
<fontname>Segoe UI</fontname>
<fontsize>9</fontsize>
<fontbold>N</fontbold>
<fontitalic>N</fontitalic>
<fontcolorred>0</fontcolorred>
<fontcolorgreen>0</fontcolorgreen>
<fontcolorblue>0</fontcolorblue>
<backgroundcolorred>255</backgroundcolorred>
<backgroundcolorgreen>205</backgroundcolorgreen>
<backgroundcolorblue>112</backgroundcolorblue>
<bordercolorred>100</bordercolorred>
<bordercolorgreen>100</bordercolorgreen>
<bordercolorblue>100</bordercolorblue>
<drawshadow>Y</drawshadow>
</notepad>
</notepads>
<order>
<hop>
<from>CPython NER Extractor</from>
<to>Write to log</to>
<enabled>N</enabled>
</hop>
<hop>
<from>CPython NER Extractor</from>
<to>User Defined Java Expression</to>
<enabled>Y</enabled>
</hop>
<hop>
<from>User Defined Java Expression</from>
<to>MJS: Format</to>
<enabled>Y</enabled>
</hop>
<hop>
<from>MJS: Format</from>
<to>Text file output</to>
<enabled>Y</enabled>
</hop>
</order>
<step>
<name>CPython NER Extractor</name>
<type>CPythonScriptExecutor</type>
<description/>
<distribute>N</distribute>
<custom_distribution/>
<copies>1</copies>
<partitioning>
<method>none</method>
<schema_name/>
</partitioning>
<rows_to_process>ALL</rows_to_process>
<rows_to_process_size/>
<reservoir_sampling>N</reservoir_sampling>
<reservoir_sampling_size/>
<reservoir_sampling_seed>1</reservoir_sampling_seed>
<include_input_as_output>N</include_input_as_output>
<py_script># python script
import nltk
import os

java_path = "C:/Program Files/Java/jre1.8.0_111/bin/java.exe" 
os.environ['JAVAHOME'] = java_path

from nltk.tag.stanford import StanfordNERTagger
st = StanfordNERTagger('${FILE_DIR}stanford-ner-2014-06-16\classifiers\english.muc.7class.distsim.crf.ser.gz',
'${FILE_DIR}stanford-ner-2014-06-16\stanford-ner.jar')

with open('${FILE_DIR}sample.txt', 'r') as f:
 sample = f.read()
 #print (sample)
 output = st.tag(sample.split())
 print (output)</py_script>
<load_script_at_runtime>N</load_script_at_runtime>
<script_to_load/>
<continue_on_unset_vars>Y</continue_on_unset_vars>
<py_vars_to_get>output</py_vars_to_get>
<include_frame_row_index>N</include_frame_row_index>
<frame_names>
</frame_names>
<incoming_step_names>
</incoming_step_names>
<output_fields>
<output_field>
<field_name>output</field_name>
<type>String</type>
</output_field>
</output_fields>
<cluster_schema/>
<remotesteps>
<input>
</input>
<output>
</output>
</remotesteps>
<GUI>
<xloc>80</xloc>
<yloc>16</yloc>
<draw>Y</draw>
</GUI>
</step>
<step>
<name>MJS: Format</name>
<type>ScriptValueMod</type>
<description/>
<distribute>Y</distribute>
<custom_distribution/>
<copies>1</copies>
<partitioning>
<method>none</method>
<schema_name/>
</partitioning>
<compatible>Y</compatible>
<optimizationLevel>9</optimizationLevel>
<jsScripts> <jsScript> <jsScript_type>0</jsScript_type>
<jsScript_name>Script 1</jsScript_name>
<jsScript_script>//replace
var temp_str = replace(op.getString(),"'","")
var replace_this = "\, ";
var replace_to_this = "\n";
var splitted_tagged_str = replace(temp_str,replace_this,replace_to_this);
splitted_tagged_str = replace(splitted_tagged_str,"\n"," ");
splitted_tagged_str = replace(splitted_tagged_str,"\\) \\(","\\)\n\\(");

writeToLog("b",splitted_tagged_str);
</jsScript_script>
</jsScript> <jsScript> <jsScript_type>-1</jsScript_type>
<jsScript_name>str2RegExp_Sample</jsScript_name>
<jsScript_script>// Split's a String with a Regular Expression to an Array.
//
// Usage:
// replace(var, var, var);
// 1: String - The Variable with the Content
// 2: String - The Regular Expression to apply
//
// 2006-11-15
//
var strToMatch = "info@proconis.de";
var strReg = "^(\\w+)@([a-zA-Z_]+?)\\.([a-zA-Z]{2,3})$";
var xArr = str2RegExp(strToMatch, strReg);
if ( xArr != null ) {
 for(i=0;i<xArr.length;i++) {
 Alert(xArr[i]);
 }
}
else {
 Alert("no match");
}</jsScript_script>
</jsScript> <jsScript> <jsScript_type>-1</jsScript_type>
<jsScript_name>isRegExp_Sample</jsScript_name>
<jsScript_script>// Checks, if the Regular Expression matches the given String.
// It is possible to make more Checks inside
// one call. For this purpose, the function is not a real logic
// funtcion. It returns the offset of the matching Regular Expression.
// If no match, -1 is returned.
//
// Usage:
// isRegExp(var, var);
// 1: String - The Variable with the content to Check.
// 2: String - The Regular Expression to check.
//
// isRegExp(var, var, var,...)
// 1: String - The Variable with the content to Check.
// 2: String - The first Regular Expression to check.
// 3: String - The second Regular Expression to check.
// ...
//
// 2006-11-15
//

var email1 ="info@proconis.de";
var email2= "support@proconis.co.uk";
var email3= "HelloWorld@x";

var reg1="^\\w+@[a-zA-Z_]+?\\.[a-zA-Z]{2,3}$";
var reg2="^[\\w-\.]+@([\\w-]+\\.)+[\\w-]{2,4}$";

Alert(isRegExp(email1, reg1,reg2) + " Matches");
Alert(isRegExp(email2, reg1,reg2) + " Matches");
Alert(isRegExp(email3, reg1,reg2) + " Matches");</jsScript_script>
</jsScript> </jsScripts> <fields> </fields> <cluster_schema/>
<remotesteps>
<input>
</input>
<output>
</output>
</remotesteps>
<GUI>
<xloc>448</xloc>
<yloc>16</yloc>
<draw>Y</draw>
</GUI>
</step>
<step>
<name>User Defined Java Expression</name>
<type>Janino</type>
<description/>
<distribute>Y</distribute>
<custom_distribution/>
<copies>1</copies>
<partitioning>
<method>none</method>
<schema_name/>
</partitioning>
<formula><field_name>op</field_name>
<formula_string>output != null && output.length()>1 ? output.substring(1, output.length()-1) : null</formula_string>
<value_type>String</value_type>
<value_length>-1</value_length>
<value_precision>-1</value_precision>
<replace_field/>
</formula>
<cluster_schema/>
<remotesteps>
<input>
</input>
<output>
</output>
</remotesteps>
<GUI>
<xloc>272</xloc>
<yloc>16</yloc>
<draw>Y</draw>
</GUI>
</step>
<step>
<name>Write to log</name>
<type>WriteToLog</type>
<description/>
<distribute>Y</distribute>
<custom_distribution/>
<copies>1</copies>
<partitioning>
<method>none</method>
<schema_name/>
</partitioning>
<loglevel>log_level_basic</loglevel>
<displayHeader>Y</displayHeader>
<limitRows>N</limitRows>
<limitRowsNumber>0</limitRowsNumber>
<logmessage/>
<fields>
<field>
<name>output</name>
</field>
</fields>
<cluster_schema/>
<remotesteps>
<input>
</input>
<output>
</output>
</remotesteps>
<GUI>
<xloc>80</xloc>
<yloc>112</yloc>
<draw>Y</draw>
</GUI>
</step>
<step>
<name>Text file output</name>
<type>TextFileOutput</type>
<description/>
<distribute>Y</distribute>
<custom_distribution/>
<copies>1</copies>
<partitioning>
<method>none</method>
<schema_name/>
</partitioning>
<separator>;</separator>
<enclosure>"</enclosure>
<enclosure_forced>N</enclosure_forced>
<enclosure_fix_disabled>N</enclosure_fix_disabled>
<header>N</header>
<footer>N</footer>
<format>DOS</format>
<compression>None</compression>
<encoding/>
<endedLine/>
<fileNameInField>N</fileNameInField>
<fileNameField/>
<create_parent_folder>Y</create_parent_folder>
<file>
<name>${FILE_DIR}output\NER_Tagged</name>
<is_command>N</is_command>
<servlet_output>N</servlet_output>
<do_not_open_new_file_init>N</do_not_open_new_file_init>
<extention>txt</extention>
<append>N</append>
<split>N</split>
<haspartno>N</haspartno>
<add_date>N</add_date>
<add_time>N</add_time>
<SpecifyFormat>N</SpecifyFormat>
<date_time_format/>
<add_to_result_filenames>Y</add_to_result_filenames>
<pad>N</pad>
<fast_dump>N</fast_dump>
<splitevery>0</splitevery>
</file>
<fields>
<field>
<name>op</name>
<type>String</type>
<format/>
<currency/>
<decimal/>
<group/>
<nullif/>
<trim_type>none</trim_type>
<length>-1</length>
<precision>-1</precision>
</field>
</fields>
<cluster_schema/>
<remotesteps>
<input>
</input>
<output>
</output>
</remotesteps>
<GUI>
<xloc>464</xloc>
<yloc>128</yloc>
<draw>Y</draw>
</GUI>
</step>
<step_error_handling>
</step_error_handling>
<slave-step-copy-partition-distribution>
</slave-step-copy-partition-distribution>
<slave_transformation>N</slave_transformation>
</transformation>