fix: unstructured-ingest embedding KeyError (#1727)
Currently adding the embedding flag to any unstructured-ingest call
results in this failure:
```
2023-10-11 22:42:14,177 MainProcess ERROR 'b8a98c5d963a9dd75847a8f110cbf7c9'
multiprocessing.pool.RemoteTraceback:
"""
Traceback (most recent call last):
File "/Users/ryannikolaidis/.pyenv/versions/3.10.11/lib/python3.10/multiprocessing/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
File "/Users/ryannikolaidis/.pyenv/versions/3.10.11/lib/python3.10/multiprocessing/pool.py", line 48, in mapstar
return list(map(*args))
File "/Users/ryannikolaidis/Development/unstructured/unstructured/unstructured/ingest/pipeline/copy.py", line 14, in run
ingest_doc_json = self.pipeline_context.ingest_docs_map[doc_hash]
File "<string>", line 2, in __getitem__
File "/Users/ryannikolaidis/.pyenv/versions/3.10.11/lib/python3.10/multiprocessing/managers.py", line 833, in _callmethod
raise convert_to_error(kind, result)
KeyError: 'b8a98c5d963a9dd75847a8f110cbf7c9'
"""
```
This is because the run method for the embedding node is not adding the
IngestDoc to the context map. This PR adds that logic and adds a test to
validate that the embeddings option works as expected.
NOTE: until https://github.com/Unstructured-IO/unstructured/pull/1719
goes in, the expected results include the duplicate element bug, however
currently this does at least prove that embeddings are generated and the
function doesn't error.
2023-10-12 13:27:30 -07:00
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#!/usr/bin/env bash
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set -e
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SCRIPT_DIR=$(dirname "$(realpath "$0")")
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cd "$SCRIPT_DIR"/.. || exit 1
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OUTPUT_FOLDER_NAME=embed
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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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# shellcheck disable=SC1091
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source "$SCRIPT_DIR"/cleanup.sh
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function cleanup() {
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cleanup_dir "$OUTPUT_DIR"
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cleanup_dir "$WORK_DIR"
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}
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trap cleanup EXIT
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PYTHONPATH=. ./unstructured/ingest/main.py \
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local \
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--num-processes "$max_processes" \
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--metadata-exclude coordinates,filename,file_directory,metadata.data_source.date_processed,metadata.last_modified,metadata.detection_class_prob,metadata.parent_id,metadata.category_depth \
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--output-dir "$OUTPUT_DIR" \
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--verbose \
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--reprocess \
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--input-path example-docs/fake-text-utf-16.txt \
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--work-dir "$WORK_DIR" \
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--embedding-api-key "$OPENAI_API_KEY"
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set +e
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# currently openai encoder is non-deterministic
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# once we have an alternative encoder that is deterministic, we test the diff here
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# until then just validating the file was created
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"$SCRIPT_DIR"/check-num-files-output.sh 1 "$OUTPUT_FOLDER_NAME"
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2023-10-27 00:36:36 -04:00
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"$SCRIPT_DIR"/evaluation-ingest-cp.sh "$OUTPUT_DIR" "$OUTPUT_FOLDER_NAME"
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