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https://github.com/Unstructured-IO/unstructured.git
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865ef496e6
### Summary Closes #3068. Updates the Pinecone connector tests to use serverless indexes, per the documentation [here](https://docs.pinecone.io/reference/api/control-plane/create_index). Also updates the CHANGELOG to mention serverless. Turns out we already supported it with the client version bump, but it hadn't been tested yet. ### Testing See [this CI job](https://github.com/Unstructured-IO/unstructured/actions/runs/9319836670/job/25655322433?pr=3127) that passed, running only the Pinecone test.
134 lines
4.1 KiB
Bash
Executable File
134 lines
4.1 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -e
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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=s3-pinecone-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=$(((max_processes - 1) > 1 ? (max_processes - 1) : 2))
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if [ -z "$PINECONE_API_KEY" ]; then
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echo "Skipping Pinecone ingest test because PINECONE_API_KEY env var is not set."
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exit 0
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fi
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RANDOM_SUFFIX=$((RANDOM % 100000 + 1))
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# Set the variables with default values if they're not set in the environment
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PINECONE_INDEX=${PINECONE_INDEX:-"ingest-test-$RANDOM_SUFFIX"}
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PINECONE_ENVIRONMENT=${PINECONE_ENVIRONMENT:-"us-east1-gcp"}
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PINECONE_PROJECT_ID=${PINECONE_PROJECT_ID:-"art8iaj"}
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# shellcheck disable=SC1091
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source "$SCRIPT_DIR"/cleanup.sh
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function cleanup {
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# Get response code to check if index exists
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response_code=$(curl \
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-s -o /dev/null \
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-w "%{http_code}" \
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--request GET \
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--url "https://api.pinecone.io/indexes/$PINECONE_INDEX" \
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--header 'accept: application/json' \
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--header "Api-Key: $PINECONE_API_KEY")
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# Cleanup (delete) index if it exists
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if [ "$response_code" == "200" ]; then
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echo ""
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echo "deleting index $PINECONE_INDEX"
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curl --request DELETE \
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"https://api.pinecone.io/indexes/$PINECONE_INDEX" \
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--header "Api-Key: $PINECONE_API_KEY" \
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--header 'content-type: application/json'
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else
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echo "There was an error during index deletion for index $PINECONE_INDEX, with response code: $response_code. It might be that index $PINECONE_INDEX does not exist, so there is nothing to delete."
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fi
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# Local file cleanup
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cleanup_dir "$WORK_DIR"
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cleanup_dir "$OUTPUT_DIR"
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}
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trap cleanup EXIT
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echo "Creating index $PINECONE_INDEX"
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response_code=$(curl \
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-s -o /dev/null \
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-w "%{http_code}" \
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--request POST \
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--url "https://api.pinecone.io/indexes" \
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--header "accept: application/json" \
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--header "content-type: application/json" \
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--header "Api-Key: $PINECONE_API_KEY" \
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--data '
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{
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"name": "'"$PINECONE_INDEX"'",
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"dimension": 384,
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"metric": "cosine",
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"spec": {
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"serverless": {
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"cloud": "aws",
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"region": "us-east-1"
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}
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}
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}
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')
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if [ "$response_code" -lt 400 ]; then
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echo "Index creation success: $response_code"
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else
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echo "Index creation failure: $response_code"
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exit 1
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fi
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PYTHONPATH=. ./unstructured/ingest/main.py \
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local \
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--num-processes "$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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--chunking-strategy by_title \
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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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pinecone \
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--api-key "$PINECONE_API_KEY" \
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--index-name "$PINECONE_INDEX" \
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--environment "$PINECONE_ENVIRONMENT" \
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--batch-size 80 \
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--num-processes "$writer_processes"
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# It can take some time for the index to catch up with the content that was written, this check between 10s sleeps
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# to give it that time process the writes. Will timeout after checking for a minute.
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num_of_vectors_remote=0
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attempt=1
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sleep_amount=8
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while [ "$num_of_vectors_remote" -eq 0 ] && [ "$attempt" -lt 4 ]; do
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echo "attempt $attempt: sleeping $sleep_amount seconds to let index finish catching up after writes"
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sleep $sleep_amount
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num_of_vectors_remote=$(curl --request POST \
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-s \
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--url "https://$PINECONE_INDEX-$PINECONE_PROJECT_ID.svc.$PINECONE_ENVIRONMENT.pinecone.io/describe_index_stats" \
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--header "accept: application/json" \
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--header "content-type: application/json" \
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--header "Api-Key: $PINECONE_API_KEY" | jq -r '.totalVectorCount')
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echo "vector count in Pinecone: $num_of_vectors_remote"
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attempt=$((attempt + 1))
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done
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EXPECTED=1404
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if [ "$num_of_vectors_remote" -ne $EXPECTED ]; then
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echo "Number of vectors in Pinecone are $num_of_vectors_remote when the expected number is $EXPECTED. Test failed."
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exit 1
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fi
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