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https://github.com/Unstructured-IO/unstructured.git
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dd1443ab6f
This PR intends to add [Qdrant](https://qdrant.tech/) as a supported ingestion destination. - Implements CLI and programmatic usage. - Documentation update - Integration test script --- Clone of #2315 to run with CI secrets --------- Co-authored-by: Anush008 <anushshetty90@gmail.com> Co-authored-by: Roman Isecke <136338424+rbiseck3@users.noreply.github.com>
88 lines
2.3 KiB
Bash
Executable File
88 lines
2.3 KiB
Bash
Executable File
#!/bin/bash
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set -ex
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DEST_PATH=$(dirname "$(realpath "$0")")
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SCRIPT_DIR=$(dirname "$DEST_PATH")
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cd "$SCRIPT_DIR"/.. || exit 1
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OUTPUT_FOLDER_NAME=qdrant-dest
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OUTPUT_DIR=$SCRIPT_DIR/structured-output/$OUTPUT_FOLDER_NAME
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WORK_DIR=$SCRIPT_DIR/workdir/$OUTPUT_FOLDER_NAME
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max_processes=${MAX_PROCESSES:=$(python3 -c "import os; print(os.cpu_count())")}
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writer_processes=$(((max_processes - 1) > 1 ? (max_processes - 1) : 2))
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CONTAINTER_NAME="qdrant_test"
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QDRANT_PORT=6333
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QDRANT_HOST=localhost:$QDRANT_PORT
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COLLECTION_NAME="qdrant-test-$(date +%s)"
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EXPECTED_POINTS_COUNT=1404
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RETRIES=5
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function stop_docker() {
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docker stop $CONTAINTER_NAME
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}
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docker run -d --rm \
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-p 6333:$QDRANT_PORT \
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--name $CONTAINTER_NAME qdrant/qdrant:latest
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trap stop_docker SIGINT
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trap stop_docker ERR
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until curl --output /dev/null --silent --get --fail http://$QDRANT_HOST/collections; do
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RETRIES=$((RETRIES - 1))
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if [ "$RETRIES" -le 0 ]; then
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echo "Qdrant server failed to start"
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stop_docker
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exit 1
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fi
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printf 'Waiting for Qdrant server to start...'
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sleep 5
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done
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curl -X PUT \
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http://$QDRANT_HOST/collections/"$COLLECTION_NAME" \
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-H 'Content-Type: application/json' \
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-d '{
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"vectors": {
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"size": 384,
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"distance": "Cosine"
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}
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}'
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EMBEDDING_PROVIDER=${EMBEDDING_PROVIDER:-"langchain-huggingface"}
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PYTHONPATH=. ./unstructured/ingest/main.py \
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local \
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--num-processes "$max_processes" \
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--output-dir "$OUTPUT_DIR" \
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--strategy fast \
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--verbose \
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--reprocess \
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--input-path example-docs/book-war-and-peace-1225p.txt \
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--work-dir "$WORK_DIR" \
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--chunk-elements \
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--chunk-combine-text-under-n-chars 200 --chunk-new-after-n-chars 2500 --chunk-max-characters 38000 --chunk-multipage-sections \
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--embedding-provider "langchain-huggingface" \
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qdrant \
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--collection-name "$COLLECTION_NAME" \
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--location "http://"$QDRANT_HOST \
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--batch-size 80 \
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--num-processes "$writer_processes"
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response=$(curl -s -X POST \
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$QDRANT_HOST/collections/"$COLLECTION_NAME"/points/count \
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-H 'Content-Type: application/json' \
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-d '{
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"exact": true
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}')
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count=$(echo "$response" | jq -r '.result.count')
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if [ "$count" -ne $EXPECTED_POINTS_COUNT ]; then
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echo "Points count assertion failed. Expected: $EXPECTED. Got: $count. Test failed."
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stop_docker
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exit 1
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fi
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stop_docker
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