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New index mapping #1

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b0ce377
Updating mapping for index crypto_module
juaninf Aug 14, 2024
765a915
Updating mapping for index crypto_module
juaninf Aug 14, 2024
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29 changes: 16 additions & 13 deletions elastic_search_corpus.py
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Original file line number Diff line number Diff line change
@@ -1,8 +1,11 @@
from elasticsearch import Elasticsearch, helpers
import json

# Connect to Elasticsearch
es = Elasticsearch([{'host': 'localhost', 'port': 9200, 'scheme': 'http'}])
es = Elasticsearch(
hosts=["https://elastic.hpc-crc.duckdns.org"], # Replace with your Elasticsearch host
http_auth=("juan.grados", ""),
verify_certs=False # Do not verify SSL certificates
)

# Define the index name
index_name = "crypto_module"
Expand All @@ -15,20 +18,20 @@
mapping = {
"mappings": {
"properties": {
"function_name": {"type": "text", "analyzer": "english"},
"docstring": {"type": "text", "analyzer": "english"},
"function_name": {"type": "text", "analyzer": "whitespace"},
"docstring": {"type": "text", "analyzer": "standard"},
"sections": {
"type": "object",
"properties": {
"summary": {"type": "text", "analyzer": "english"},
"parameters": {"type": "text", "analyzer": "english"},
"returns": {"type": "text", "analyzer": "english"},
"explanation": {"type": "text", "analyzer": "english"},
"related_functions": {"type": "text", "analyzer": "english"},
"examples": {"type": "text", "analyzer": "english"},
"notes": {"type": "text", "analyzer": "english"},
"references": {"type": "text", "analyzer": "english"},
"see_also": {"type": "text", "analyzer": "english"}
"summary": {"type": "text", "analyzer": "standard"},
"parameters": {"type": "text", "analyzer": "standard"},
"returns": {"type": "text", "analyzer": "standard"},
"explanation": {"type": "text", "analyzer": "standard"},
"related_functions": {"type": "text", "analyzer": "whitespace"},
"examples": {"type": "text", "analyzer": "standard"},
"notes": {"type": "text", "analyzer": "standard"},
"references": {"type": "text", "analyzer": "whitespace"},
"see_also": {"type": "text", "analyzer": "standard"}
}
}
}
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22 changes: 13 additions & 9 deletions query.py
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Original file line number Diff line number Diff line change
@@ -1,7 +1,11 @@
from elasticsearch import Elasticsearch

# Connect to Elasticsearch
es = Elasticsearch([{'host': 'localhost', 'port': 9200, 'scheme':'http'}])
es = Elasticsearch(
hosts=["https://elastic.hpc-crc.duckdns.org"], # Replace with your Elasticsearch host
http_auth=("juan.grados", ""),
verify_certs=False # Do not verify SSL certificates
)

# Define the index name
index_name = "crypto_module"
Expand All @@ -10,8 +14,8 @@
query = {
"query": {
"multi_match": {
"query": "How to use RSA with SymPy",
"fields": ["function_name^5", "sections.summary"]
"query": "How to use Diffie Hellman with SymPy",
"fields": ["function_name^5", "sections.summary", "docstring"]
}
}
}
Expand All @@ -27,9 +31,9 @@


# Print out the results
#for hit in response['hits']['hits']:
# print(f"Function Name: {hit['_source']['function_name']}")
# print(f"Summary: {hit['_source']['sections'].get('summary', 'No summary available')}")
# print(f'Score : {hit["_score"]}')
# print(f'Source : {hit["_source"]}')
# print("----")
for hit in response['hits']['hits']:
print(f"Function Name: {hit['_source']['function_name']}")
print(f"Summary: {hit['_source']['sections'].get('summary', 'No summary available')}")
print(f'Score : {hit["_score"]}')
print(f'Source : {hit["_source"]}')
print("----")