jobergum
/ Kaggle Introduction - Vespa.ai Blog post 1.ipynb
Created
January 31, 2020 11:20
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jobergum
/ explore.ipynb
Last active
January 31, 2020 12:58
Exploring the Kaggle Home Depot Product Relevance Competition Data https://www.kaggle.com/c/home-depot-product-search-relevance
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jobergum
/ feed-products.ipynb
Created
January 31, 2020 13:38
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jobergum
/ features.txt
Created
January 31, 2020 15:04
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| bm25(attributes) | |
| bm25(brand) | |
| bm25(description) | |
| bm25(queries) | |
| bm25(title) | |
| elementCompleteness(attributes).completeness | |
| elementCompleteness(attributes).elementWeight | |
| elementCompleteness(attributes).fieldCompleteness | |
| elementCompleteness(attributes).queryCompleteness | |
| elementCompleteness(queries).completeness |
jobergum
/ query.ipynb
Created
January 31, 2020 18:45
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| def get_features_from_vespa(row): | |
| id = row['product_uid'] | |
| query = row['search_term'] | |
| query_tensor = row['query_embedding'] | |
| query_body = { | |
| 'hits': 1, | |
| 'ranking.profile': 'dump', | |
| 'rankfeatures': 'true', | |
| 'type': 'any', | |
| 'recall': '+id:%i' % id, |
jobergum
/ sample-features.ipynb
Created
January 31, 2020 18:53
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jobergum
/ gist:e55a0e9b4d4b2dc19d0373301706ead6
Created
March 13, 2020 12:27
Elastic versus Vespa for NN search
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| Elastic NNS | |
| Starting clients... | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 180 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 120 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 60 | |
| Stopping clients | |
| Clients stopped. | |
| . | |
| Clients Joined. | |
| *** HTTP keep-alive statistics *** |
jobergum
/ gist:b34cfcaa185c39207c2726b0e5689372
Created
March 17, 2020 16:04
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| sudo sh bin/do-benchmark.sh | |
| Elastic NNS | |
| Starting clients... | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 180 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 120 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 60 | |
| Stopping clients | |
| Clients stopped. | |
| . | |
| Clients Joined. |
jobergum
/ gist:2f7f7781a4c8fe96c5030ebb44152107
Created
March 18, 2020 08:53
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| -bash-4.2$ sudo sh bin/do-benchmark.sh | |
| Touch YubiKey: | |
| Elastic NNS | |
| Starting clients... | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 180 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 120 | |
| [dummydate]: PROGRESS: vespa-fbench: Seconds left 60 | |
| Stopping clients | |
| Clients stopped. | |
| . |
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