2 Commits

Author SHA1 Message Date
Klaijan
466255eec3
build: element type frequency evaluation metrics workflow in ci (#1862)
**Executive Summary**
Measured element type frequency accuracy from the current version of
code with the expected output. The performance is reported as tsv file
under `metrics`.

**Technical Details**
- The evaluation measures element type frequencies from
`structured-output-eval` against `expected-structured-output`
- `evaluation.py` has been edited to support function calling using
`click.group()` and `command()`
- `evaluation-ingest-cp.sh` is now added to all the `test-ingest-xx.sh`
scripts

**Outputs**
2 tsv files is saved

![image](https://github.com/Unstructured-IO/unstructured/assets/2177850/b4458094-a9fc-48f9-a0bd-2ccd6985440a)

![image](https://github.com/Unstructured-IO/unstructured/assets/2177850/6d785736-bcaf-4275-bf2d-ab511cdfb3f4)
9-0e05-41d4-b69f-841a2aa131ec)
and aggregated score is displayed.

![image](https://github.com/Unstructured-IO/unstructured/assets/2177850/9d42bd0c-a0dd-41c2-a2e5-b675a40f35cc)

---------

Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: Klaijan <Klaijan@users.noreply.github.com>
Co-authored-by: Yao You <theyaoyou@gmail.com>
2023-10-27 04:36:36 +00:00
Klaijan
6707cab250
build: text extraction evaluation metrics workflow added (#1757)
**Executive Summary**
This PR adds the evaluation metrics to our current workflow. It verifies
the flow that when the code is pushed, the code will gets evaluate
against our gold standard and output into `.tsv` file.

**Technical Details**
- Adds evaluation metrics to the test-ingest workflow
- Make use of `structured-output` from `test-ingest` and compare to the
gold-standard uploaded in s3, and download into local when make
comparison. The current folder in-use is
`s3://utic-dev-tech-fixtures/small-cct`. This dir is editable in the
shell script.
- With this PR, only one file from one connector is use to compare.

**Misc**
- Not many overlapped files between test-ingest and gold-standard. More
files will be added.

**Outputs**
2 `.tsv` files are saved under `test_unstructured_ingest/metrics/`.


![image](https://github.com/Unstructured-IO/unstructured/assets/2177850/222e437c-1a94-4d7c-9320-81696633b1ae)


![image](https://github.com/Unstructured-IO/unstructured/assets/2177850/5c840322-6739-4634-8868-eba04b4ebc96)

---------

Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: Klaijan <Klaijan@users.noreply.github.com>
2023-10-23 21:39:22 +00:00