mirror of
https://github.com/Unstructured-IO/unstructured.git
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fd293b3e78
Closes https://github.com/Unstructured-IO/unstructured/issues/1842
Closes https://github.com/Unstructured-IO/unstructured/issues/2202
Closes https://github.com/Unstructured-IO/unstructured/issues/2203
This PR:
- Adds Elasticsearch destination connector to be able to ingest
documents from any supported source, embed them and write the embeddings
/ documents into Elasticsearch.
- Defines an example unstructured elements schema for users to be able
to setup their unstructured elasticsearch indexes easily.
- Includes parallelized upload and lazy processing for elasticsearch
destination connector.
- Rearranges elasticsearch test helpers to source, destination, and
common folders.
- Adds util functions to be able to batch iterables in a lazy way for
uploads
- Fixes a bug where removing the optional parameter `--fields` broke the
connector due to an integer processing error.
- Fixes a bug where using an [elasticsearch
config](8fa5cbf036/unstructured/ingest/connector/elasticsearch.py (L26-L35))
for a destination connector resulted in a serialization issue when
optional parameter `--fields` was not provided.
63 lines
1.9 KiB
Bash
Executable File
63 lines
1.9 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=elasticsearch-dest
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OUTPUT_ROOT=${OUTPUT_ROOT:-$SCRIPT_DIR}
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OUTPUT_DIR=$OUTPUT_ROOT/structured-output/$OUTPUT_FOLDER_NAME
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WORK_DIR=$OUTPUT_ROOT/workdir/$OUTPUT_FOLDER_NAME
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CI=${CI:-"false"}
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max_processes=${MAX_PROCESSES:=$(python3 -c "import os; print(os.cpu_count())")}
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# shellcheck disable=SC1091
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source "$SCRIPT_DIR"/cleanup.sh
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# shellcheck disable=SC1091
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source scripts/elasticsearch-test-helpers/common/es-dest-ingest-test-creds.env
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function cleanup {
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# Index cleanup
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echo "Stopping Elasticsearch Docker container"
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docker-compose -f scripts/elasticsearch-test-helpers/common/docker-compose.yaml down --remove-orphans -v
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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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if [ "$CI" == "true" ]; then
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cleanup_dir "$DOWNLOAD_DIR"
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fi
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}
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trap cleanup EXIT
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echo "Creating elasticsearch instance"
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# shellcheck source=/dev/null
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scripts/elasticsearch-test-helpers/destination_connector/create-elasticsearch-instance.sh
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wait
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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 "$WORK_DIR" \
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--chunk-elements \
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--chunk-combine-text-under-n-chars 200 \
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--chunk-new-after-n-chars 2500 \
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--chunk-max-characters 38000 \
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--chunk-multipage-sections \
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--embedding-provider "langchain-huggingface" \
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elasticsearch \
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--hosts http://localhost:9200 \
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--index-name ingest-test-destination \
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--username "$ELASTIC_USER" \
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--password "$ELASTIC_PASSWORD" \
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--batch-size-bytes 15000000 \
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--num-processes "$max_processes"
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scripts/elasticsearch-test-helpers/destination_connector/test-ingest-elasticsearch-output.py
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