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b2e997635f
### Description update elasticsearch docker setup to use docker-compose Would close out https://github.com/Unstructured-IO/unstructured/issues/1609
34 lines
1023 B
Python
Executable File
34 lines
1023 B
Python
Executable File
#!/usr/bin/env python3
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import pandas as pd
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from elasticsearch import Elasticsearch
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from elasticsearch.helpers import bulk
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from es_cluster_config import (
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CLUSTER_URL,
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DATA_PATH,
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INDEX_NAME,
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MAPPINGS,
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form_elasticsearch_doc_dict,
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)
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print("Connecting to the Elasticsearch cluster.")
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es = Elasticsearch(CLUSTER_URL, request_timeout=30)
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print(es.info())
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df = pd.read_csv(DATA_PATH).dropna().reset_index()
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print("Creating an Elasticsearch index for testing elasticsearch ingest.")
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response = es.options(max_retries=5).indices.create(index=INDEX_NAME, mappings=MAPPINGS)
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if response.meta.status != 200:
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raise RuntimeError("failed to create index")
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print("Loading data into the index.")
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bulk_data = []
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for i, row in df.iterrows():
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bulk_data.append(form_elasticsearch_doc_dict(i, row))
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bulk(es, bulk_data)
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es.indices.refresh(index=INDEX_NAME)
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response = es.cat.count(index=INDEX_NAME, format="json")
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print("Succesfully created and filled an Elasticsearch index for testing elasticsearch ingest.")
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