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Added modal status check, delete index before creating index #191

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Feb 22, 2024
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Added modal status check, delete index before creating index #191

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26 changes: 14 additions & 12 deletions notebooks/document-chunking/with-index-pipelines.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -71,7 +71,7 @@
},
{
"cell_type": "code",
"execution_count": 30,
"execution_count": null,
"id": "f38e0397",
"metadata": {
"colab": {
Expand All @@ -80,16 +80,7 @@
"id": "f38e0397",
"outputId": "ad6df489-d242-4229-a42a-39c5ca19d124"
},
"outputs": [
{
"name": "stdin",
"output_type": "stream",
"text": [
"Elastic Cloud ID: ········\n",
"Elastic Api Key: ········\n"
]
}
],
"outputs": [],
"source": [
"from elasticsearch import Elasticsearch\n",
"from getpass import getpass\n",
Expand Down Expand Up @@ -170,7 +161,16 @@
" --hub-model-id \"sentence-transformers/all-MiniLM-L6-v2\" \\\n",
" --task-type text_embedding \\\n",
" --clear-previous \\\n",
" --start"
" --start\n",
"\n",
"while True:\n",
" status = client.ml.get_trained_models_stats(model_id=MODEL_ID)\n",
" if \"trained_model_stats\" in status.keys() and status[\"trained_model_stats\"][0][\"deployment_stats\"][\"state\"] == \"started\":\n",
" print(MODEL_ID + \" Model has been successfully deployed & started.\")\n",
" break\n",
" else:\n",
" print(MODEL_ID + \" Model is currently being deployed.\")\n",
" time.sleep(5)\n"
]
},
{
Expand Down Expand Up @@ -300,6 +300,8 @@
"source": [
"INDEX_NAME = \"chunk_passages_example\"\n",
"\n",
"client.indices.delete(index=INDEX_NAME, ignore_unavailable=True)\n",
"\n",
"# Setup the index\n",
"client.indices.create(\n",
" index=INDEX_NAME,\n",
Expand Down
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