Resume Extraction (English) service

Service activation and resource plan purchase

You must activate the service before you can use it. After the service is activated, you can purchase a resource plan.

• Activate service: Activation link

• Purchase resource plan: Purchase link

Service invocation and debugging

For information about how to invoke the model, see Model invocation.

For software development kit (SDK) examples, see SDK examples.

Debug

Configure access credentials using environment variables

1. Notes:

   1. The AccessKey pair of an Alibaba Cloud account provides full access to all APIs. This practice poses a high security risk. We recommend that you create and use a Resource Access Management (RAM) user for API calls or routine operations and maintenance (O&M). To create a RAM user, log on to the RAM console.

   2. To prevent your AccessKey pair from being leaked, do not hard-code the AccessKey ID and AccessKey secret in your code. Instead, configure them as environment variables.

2. Configure on Linux and macOS

   export NLP_AK_ENV=<access_key_id>
   export NLP_SK_ENV=<access_key_secret>

   Replace <access_key_id> with your AccessKey ID and <access_key_secret> with your AccessKey secret. For more information about how to obtain an AccessKey ID and AccessKey secret, see Step 2: Obtain the AccessKey pair for an account.

3. Configure on Windows

   1. Create a file for the environment variables. In the file, add the NLP_AK_ENV and NLP_SK_ENV environment variables, and set them to your AccessKey ID and AccessKey secret.

   2. Restart Windows.

Java code example

/**
 * An AccessKey pair of an Alibaba Cloud account has permissions to access all APIs. This poses a high security threat.
 * Create and use a Resource Access Management (RAM) user for API calls or routine O&M. To create a RAM user, log on to the RAM console.
 * This example shows how to store the AccessKey ID and AccessKey secret in environment variables. You can also store them in a configuration file as needed.
 * To prevent key leakage, do not hard-code the AccessKey ID and AccessKey secret in your code.
 */
String accessKeyId = System.getenv("NLP_AK_ENV");
String accessKeySecret = System.getenv("NLP_SK_ENV");
DefaultProfile defaultProfile = DefaultProfile.getProfile("cn-hangzhou",accessKeyId,accessKeySecret);
IAcsClient client = new DefaultAcsClient(defaultProfile);
String content = "Resume Text";
RunPreTrainServiceRequest request = new RunPreTrainServiceRequest();
request.setServiceName("ResumeExtractorEN");
request.setPredictContent(content);
RunPreTrainServiceResponse response = client.getAcsResponse(request);
System.out.println(response.getPredictResult());

Python code example

# Install dependencies
pip install aliyun-python-sdk-core
pip install aliyun-python-sdk-nlp-automl

# -*- coding: utf8 -*-
import json
import os

from aliyunsdkcore.client import AcsClient
from aliyunsdkcore.acs_exception.exceptions import ClientException
from aliyunsdkcore.acs_exception.exceptions import ServerException
from aliyunsdknlp_automl.request.v20191111 import RunPreTrainServiceRequest

/**
 * An AccessKey pair of an Alibaba Cloud account has permissions to access all APIs. This poses a high security threat.
 * Create and use a Resource Access Management (RAM) user for API calls or routine O&M. To create a RAM user, log on to the RAM console.
 * This example shows how to store the AccessKey ID and AccessKey secret in environment variables. You can also store them in a configuration file as needed.
 * To prevent key leakage, do not hard-code the AccessKey ID and AccessKey secret in your code.
 */
access_key_id = os.environ['NLP_AK_ENV']
access_key_secret = os.environ['NLP_SK_ENV']

# Initialize AcsClient instance
client = AcsClient(
  access_key_id,
  access_key_secret,
  "cn-hangzhou"
);

content = 'Resume Text'

# Initialize a request and set parameters
request = RunPreTrainServiceRequest.RunPreTrainServiceRequest()
request.set_ServiceName('ResumeExtractorEN')
request.set_PredictContent(content)

# Print response
response = client.do_action_with_exception(request)
resp_obj = json.loads(response)
predict_result = json.loads(resp_obj['PredictResult'])
print(predict_result['result'])

PredictContent example

The PredictContent parameter specifies the resume text.

John Smith

    john.*****@example.com / +852 1111 1234

    Unit 111, Tower 6A, Century Link, 6 Nanking Street, Tung Chung, Lantau Island, Hong Kong

    EMPLOYMENT HISTORY

    Aurostyle Limited (International Division, Christian Bernard Group), Hong Kong

    June 2010 - December 2012

    Marketing Manager

    o Oversaw marketing activities in the International office of a French jewellery group.

    o Worked closely with global marketing team and regional sales team to ensure qualitative

    marketing collaterals, trade marketing tools and premiums can be delivered or localized

    for POS promotions in international regions including China, Middle East and North

    America.

    o Drove and contributed to the launch of the jewellery line by French fashion houses, Guy

    Laroche and Cacharel, in international regions by leading POS activations, localizing trade

    marketing materials and conducting frontline staff trainings.

    Waddy Jewellery Group Limited

    June 2007 - June 2010

    Marketing Executive

    Marketing Manager

    o Oversaw marketing activities in a fine jewellery manufacturer.

    o Responsible for the development and maintenance of marketing collaterals, visual

    merchandising tools, corporate website and company newsletters

    o Successfully facilitated company’s participation in over 50 international tradeshows.

    EDUCATION

    The Hong Kong Polytechnic University, Hong Kong

    2002 - 2004

    Masters of Science, Marketing Management

    University of British Columbia, Canada

    1996 - 2000

    Honours Bachelor of Arts, African Studies

PredictResult example

The PredictResult parameter returns a JSON string that you must deserialize and parse. The following example shows the data structure.

{
    "result": "{\"Schools\": [{\"School\": \"The Hong Kong Polytechnic University\", \"Degree\": null, \"StartDate\": \"2002-1-1\", \"EndDate\": \"2004-1-1\", \"DegreeCode\": null, \"SchoolDuration\": \"2002 - 2004\"}, {\"School\": \"University of British Columbia\", \"Degree\": \"Masters\", \"StartDate\": \"2000-3-1\", \"EndDate\": null, \"DegreeCode\": \"master\", \"SchoolDuration\": \", Mar\"}, {\"School\": \"University of British Columbia\", \"Degree\": \"Masters\", \"StartDate\": \"2000-3-1\", \"EndDate\": null, \"DegreeCode\": \"master\", \"SchoolDuration\": \", Mar\"}], \"Name\": \"John Smith\", \"Lang\": \"en\", \"Phone\": \"+852 1111 1234\", \"CountryCode\": \"852\", \"RegionalPhone\": \"11111234\", \"FamilyName\": \"Smith\", \"GivenName\": \"John\", \"City\": \"Hong Kong\", \"Email\": \"john.*****@example.com\", \"Companies\": [{\"Position\": null, \"EndDate\": \"2012-12-1\", \"Company\": \"Aurostyle Limited\", \"StartDate\": \"2010-6-1\", \"CompanyDuration\": \"June 2010 \u2013 December 2012\"}, {\"Position\": null, \"EndDate\": \"2010-6-1\", \"Company\": \"Waddy Jewellery Group Limited\", \"StartDate\": \"2007-6-1\", \"CompanyDuration\": \"June 2007 \u2013 June 2010\"}]}",
    "time": 128,
    "message": "",
    "ret_code": 0
}

The `result` response parameter is a JSON string. The following example shows the structure of the parsed string.

{
    "Schools": [{
        "School": "The Hong Kong Polytechnic University",
        "StartDate": "2002-1-1",
        "EndDate": "2004-1-1",
        "SchoolDuration": "2002 - 2004"
    }, {
        "School": "University of British Columbia",
        "Degree": "Masters",
        "StartDate": "2000-3-1",
        "DegreeCode": "master",
        "SchoolDuration": ", Mar"
    }, {
        "School": "University of British Columbia",
        "Degree": "Masters",
        "StartDate": "2000-3-1",
        "DegreeCode": "master",
        "SchoolDuration": ", Mar"
    }],
    "Name": "John Smith",
    "Lang": "en",
    "Phone": "+852 1111 1234",
    "CountryCode": "852",
    "RegionalPhone": "11111234",
    "FamilyName": "Smith",
    "GivenName": "John",
    "City": "Hong Kong",
    "Email": "john.*****@example.com",
    "Companies": [{
        "Position": null,
        "EndDate": "2012-12-1",
        "Company": "Aurostyle Limited",
        "StartDate": "2010-6-1",
        "CompanyDuration": "June 2010 \u2013 December 2012"
    }, {
        "Position": null,
        "EndDate": "2010-6-1",
        "Company": "Waddy Jewellery Group Limited",
        "StartDate": "2007-6-1",
        "CompanyDuration": "June 2007 \u2013 June 2010"
    }]
}

List of supported fields