unstructured/test_unstructured_ingest/test-ingest-azure-cognitive-search.sh
Roman Isecke bd49cfbab7
feat: adds Azure Cognitive Search (full text) destination connector (#1459)
### Description
New [Azure Cognitive
Search](https://azure.microsoft.com/en-us/products/ai-services/cognitive-search)
destination connector added. Writes each json element from the created
json files via partition and writes that content to an index.

**Bonus bug fix:** Due to a recent change where the default version of
python used in the repo was bumped to `3.10` from `3.8`, this means
running `pip-compile` now runs it against that version rather than the
lowest we support which is still `3.8`. This breaks the setup for those
lower versions because some of the versions pulled in by `pip-compile`
exist for `3.10` but not `3.8`. `pip-compile` was updates to run as a
script that checks the version of python being used first, which helps
guarantee that all dependencies meet the minimum python version
requirement.

Closes out https://github.com/Unstructured-IO/unstructured/issues/1466
2023-09-25 10:27:42 -04:00

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#!/usr/bin/env bash
set -e
SCRIPT_DIR=$(dirname "$(realpath "$0")")
cd "$SCRIPT_DIR"/.. || exit 1
OUTPUT_FOLDER_NAME=s3
OUTPUT_DIR=$SCRIPT_DIR/structured-output/$OUTPUT_FOLDER_NAME
DOWNLOAD_DIR=$SCRIPT_DIR/download/$OUTPUT_FOLDER_NAME
DESTINATION_INDEX="utic-test-ingest-fixtures-output-$(date +%s)"
API_VERSION=2020-06-30
if [ -z "$AZURE_SEARCH_ENDPOINT" ] && [ -z "$AZURE_SEARCH_API_KEY" ]; then
echo "Skipping Azure Cognitive Search ingest test because neither AZURE_SEARCH_ENDPOINT nor AZURE_SEARCH_API_KEY env vars are set."
exit 0
fi
function cleanup {
response_code=$(curl -s -o /dev/null -w "%{http_code}" \
"https://utic-test-ingest-fixtures.search.windows.net/indexes/$DESTINATION_INDEX?api-version=$API_VERSION" \
--header "api-key: JV1LDVRivKEY9J9rHBQqQeTvaGoYbD670RWRaANxaTAzSeDy8Eon" \
--header 'content-type: application/json')
if [ "$response_code" == "200" ]; then
echo "deleting index $DESTINATION_INDEX"
curl -X DELETE \
"https://utic-test-ingest-fixtures.search.windows.net/indexes/$DESTINATION_INDEX?api-version=$API_VERSION" \
--header "api-key: JV1LDVRivKEY9J9rHBQqQeTvaGoYbD670RWRaANxaTAzSeDy8Eon" \
--header 'content-type: application/json'
else
echo "Index $DESTINATION_INDEX does not exist, nothing to delete"
fi
}
trap cleanup EXIT
# Create index
echo "Creating index $DESTINATION_INDEX"
response_code=$(curl -s -o /dev/null -w "%{http_code}" -X PUT \
"https://utic-test-ingest-fixtures.search.windows.net/indexes/$DESTINATION_INDEX?api-version=$API_VERSION" \
--header "api-key: JV1LDVRivKEY9J9rHBQqQeTvaGoYbD670RWRaANxaTAzSeDy8Eon" \
--header 'content-type: application/json' \
--data "@$SCRIPT_DIR/files/azure_cognitive_index_schema.json")
if [ "$response_code" -lt 400 ]; then
echo "Index creation success: $response_code"
else
echo "Index creation failure: $response_code"
exit 1
fi
PYTHONPATH=. ./unstructured/ingest/main.py \
s3 \
--download-dir "$DOWNLOAD_DIR" \
--metadata-exclude coordinates,filename,file_directory,metadata.data_source.date_processed,metadata.last_modified,metadata.detection_class_prob,metadata.parent_id,metadata.category_depth \
--strategy fast \
--preserve-downloads \
--reprocess \
--output-dir "$OUTPUT_DIR" \
--verbose \
--remote-url s3://utic-dev-tech-fixtures/small-pdf-set/ \
--anonymous \
azure-cognitive-search \
--key "$AZURE_SEARCH_API_KEY" \
--endpoint "$AZURE_SEARCH_ENDPOINT" \
--index "$DESTINATION_INDEX"
echo "sleeping 5 seconds to let index finish catching up after writes"
sleep 5
# Check the contents of the index
docs_count=$(curl "https://utic-test-ingest-fixtures.search.windows.net/indexes/$DESTINATION_INDEX/docs/\$count?api-version=$API_VERSION" \
--header "api-key: $AZURE_SEARCH_API_KEY" \
--header 'content-type: application/json' | jq)
expected_docs_count=0
for i in $(jq length "$OUTPUT_DIR"/*); do
expected_docs_count=$((expected_docs_count+i));
done
if [ "$docs_count" -ne "$expected_docs_count" ];then
echo "Number of docs $docs_count doesn't match the expected docs: $expected_docs_count"
exit 1
fi