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Rapidminer connectivity with google cloud platform for nlp processing
I am trying to use the google cloud platform api based integration to fetch the entity value, same I am able to fo with the below command in the command line
This gives me proper output response as below :-
Have edited the api_key value to some variable value above.
curl -X POST -H "Authorization: Bearer $(API_KEY)" -H "Content-Type: application/json; charset=utf-8" --data "{\
'document':{\
'type':'PLAIN_TEXT',\
'content':'Michelangelo Caravaggio, Italian painter, is known for\
\'The Calling of Saint Matthew\'.'\
},\
This gives me proper output response as below :-
{
"entities": [
{
"name": "Michelangelo Caravaggio",
"type": "PERSON",
"metadata": {
"mid": "/m/020bg",
"wikipedia_url": "https://en.wikipedia.org/wiki/Caravaggio"
},
"salience": 0.82904786,
"mentions": [
{
"text": {
"content": "Michelangelo Caravaggio",
"beginOffset": 0
},
"type": "PROPER"
},
{
"text": {
"content": "painter",
"beginOffset": 33
},
"type": "COMMON"
}
]
},
{
"name": "Italian",
"type": "LOCATION",
"metadata": {},
"salience": 0.13981608,
"mentions": [
{
"text": {
"content": "Italian",
"beginOffset": 25
},
"type": "PROPER"
}
]
},
{
"name": "The Calling of Saint Matthew",
"type": "EVENT",
"metadata": {
"mid": "/m/085_p7",
"wikipedia_url": "https://en.wikipedia.org/wiki/The_Calling_of_St_Matthew_(Caravaggio)"
},
"salience": 0.031136045,
"mentions": [
{
"text": {
"content": "The Calling of Saint Matthew",
"beginOffset": 69
},
"type": "PROPER"
}
]
}
],
"language": "en"
}
Same I am trying to achieve using Enrich_data_by_webservice operator but everytime I do I am getting some error with various integration. Can anyone help me out. Below is the process I am using:-
Same I am trying to achieve using Enrich_data_by_webservice operator but everytime I do I am getting some error with various integration. Can anyone help me out. Below is the process I am using:-
<?xml version="1.0" encoding="UTF-8"?><process version="9.6.000">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="9.6.000" expanded="true" name="Process">
<parameter key="logverbosity" value="init"/>
<parameter key="random_seed" value="2001"/>
<parameter key="send_mail" value="never"/>
<parameter key="notification_email" value=""/>
<parameter key="process_duration_for_mail" value="30"/>
<parameter key="encoding" value="SYSTEM"/>
<process expanded="true">
<operator activated="true" class="generate_data" compatibility="9.6.000" expanded="true" height="68" name="Generate Data" width="90" x="45" y="34">
<parameter key="target_function" value="random"/>
<parameter key="number_examples" value="100"/>
<parameter key="number_of_attributes" value="5"/>
<parameter key="attributes_lower_bound" value="-10.0"/>
<parameter key="attributes_upper_bound" value="10.0"/>
<parameter key="gaussian_standard_deviation" value="10.0"/>
<parameter key="largest_radius" value="10.0"/>
<parameter key="use_local_random_seed" value="false"/>
<parameter key="local_random_seed" value="1992"/>
<parameter key="datamanagement" value="double_array"/>
<parameter key="data_management" value="auto"/>
</operator>
<operator activated="true" class="web:enrich_data_by_webservice" compatibility="9.3.001" expanded="true" height="68" name="Enrich Data by Webservice" width="90" x="179" y="34">
<parameter key="query_type" value="Regular Expression"/>
<list key="string_machting_queries"/>
<parameter key="attribute_type" value="Nominal"/>
<list key="regular_expression_queries">
<parameter key="text" value="(.*)"/>
</list>
<list key="regular_region_queries"/>
<list key="xpath_queries"/>
<list key="namespaces"/>
<parameter key="ignore_CDATA" value="true"/>
<parameter key="assume_html" value="true"/>
<list key="index_queries"/>
<list key="jsonpath_queries">
<parameter key="entities" value="$..entities"/>
</list>
<parameter key="request_method" value="POST"/>
<parameter key="body" value="{\ 'document':{\ 'type':'PLAIN_TEXT',\ 'content':'Michelangelo Caravaggio, Italian painter, is known for\ \'The Calling of Saint Matthew\'.'\ },\ 'encodingType':'UTF8'\ }"/>
<parameter key="url" value="https://language.googleapis.com/v1/documents:analyzeEntities"/>
<parameter key="delay" value="0"/>
<list key="request_properties">
<parameter key="Authorization" value="Bearer ${API_KEY}"/>
<parameter key="Content-Type" value="application/json; charset=utf-8""/>
</list>
<parameter key="encoding" value="SYSTEM"/>
<parameter key="keep_sensitive_headers" value="true"/>
</operator>
<connect from_op="Generate Data" from_port="output" to_op="Enrich Data by Webservice" to_port="Example Set"/>
<connect from_op="Enrich Data by Webservice" from_port="ExampleSet" to_port="result 1"/>
<portSpacing port="source_input 1" spacing="0"/>
<portSpacing port="sink_result 1" spacing="0"/>
<portSpacing port="sink_result 2" spacing="0"/>
</process>
</operator>
</process>
Have edited the api_key value to some variable value above.
0
Best Answer
-
Divyem
Member Posts: 17 
Contributor II
I was able to configure google natural language API with the rapidminer to get the response as jsonPath.
The google authentication requires a key and body value proper. The body value I gave was a little improper so the issue was coming. Comment below if the process is required by anyone1
