Spaces:
Runtime error
Runtime error
| # | |
| # Pyserini: Reproducible IR research with sparse and dense representations | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # | |
| from elasticsearch import Elasticsearch | |
| # Create the client instance | |
| client = Elasticsearch("http://localhost:9200") | |
| print(client.info()) | |
| impact_index_config = { | |
| "settings": { | |
| "number_of_shards": 1, | |
| "similarity": { | |
| "default": { | |
| "type": "BM25", | |
| "k1": 0.9, | |
| "b": 0.4 | |
| }, | |
| "impact_similarity": { | |
| "type": "scripted", | |
| "script": { | |
| "source": "double tf = doc.freq; return query.boost * tf;" | |
| } | |
| }, | |
| } | |
| }, | |
| "mappings": { | |
| "properties": { | |
| "document": { | |
| "type": "text", | |
| "analyzer": "english", | |
| "similarity": "default", | |
| }, | |
| "vector": { | |
| "type": "text", | |
| "analyzer": "whitespace", | |
| "similarity": "impact_similarity" | |
| } | |
| } | |
| } | |
| } | |
| client.indices.create(index='msmarco-v1-passage', body=impact_index_config) | |