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Indexing health provider data listed in NPI database using Elasticsearch.
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| #!/usr/bin/env python2.7 | |
| import csv | |
| from pyes import * | |
| reader = csv.reader(open('npidata_20050523-20130811.csv', 'rb')) | |
| conn = ES('localhost:9200', timeout=20.0) | |
| counter = 0 | |
| for row in reader: | |
| try: | |
| data = { | |
| "org_name": row[4], | |
| "last_name": row[5], | |
| "first_name": row[6], | |
| "middle_name": row[7], | |
| "name_prefix": row[8], | |
| "name_suffix": row[9], | |
| "credential": row[10], | |
| "other_org_name": row[11], | |
| "other_last_name_type_code": row[12], | |
| "other_last_name": row[13], | |
| "other_first_name": row[14], | |
| "other_middle_name": row[15], | |
| "other_name_prefix": row[16], | |
| "other_name_suffix": row[17], | |
| "other_credential": row[18], | |
| "other_last_name_type_code": row[19], | |
| "address_first_mailing": row[20], | |
| "address_second_mailing": row[21], | |
| "city_mailing": row[22], | |
| "state_mailing": row[23], | |
| "postal_code_mailing": row[24], | |
| "country_code_mailing": row[25], | |
| "phone_mailing": row[26], | |
| "fax_mailing": row[27], | |
| "address_first_practice": row[28], | |
| "address_second_practice": row[29], | |
| "city_practice": row[30], | |
| "state_practice": row[31], | |
| "postal_code_practice": row[32], | |
| "country_code_practice": row[33], | |
| "phone_practice": row[34], | |
| "fax_practice": row[35], | |
| "enumeration_date": row[36], | |
| "last_update_date": row[37], | |
| "npi_deactivation_reason_code": row[38], | |
| "npi_deactivation_date": row[39], | |
| "npi_reactivation_date": row[40], | |
| "gender": row[41], | |
| "last_name_official": row[42], | |
| "first_name_official": row[43], | |
| "middle_name_official": row[44], | |
| "title_official": row[45], | |
| "phone_official": row[46], | |
| "taxonomy_code": row[47] | |
| } | |
| conn.index(data,'doctors_index',"doctors", counter, bulk=True) | |
| counter += 1 | |
| except: | |
| pass |
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| #!/bin/sh | |
| mkdir archive && \ | |
| cd archive && \ | |
| curl http://nppes.viva-it.com/NPPES_Data_Dissemination_Aug_2013.zip > file.zip && \ | |
| jar xvf file.zip && \ | |
| /opt/elasticsearch/npiBulk.py | |
| rm -R /opt/elasticsearch/archive |
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