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khulnasoft
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duo-chat-evaluation

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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 3 new columns ({'context_type', 'context', 'context_id'}) and 2 missing columns ({'query', 'query_id'}).

This happened while the json dataset builder was generating data using

hf://datasets/khulnasoft/duo-chat-evaluation/data/duo_chat/v1/jsonl/context/b35050edc0f74974b90a5bd12813523d.jsonl (at revision 0d914ece246b878bd25c08874ce76931781ff908)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              context_id: string
              context: string
              context_type: string
              to
              {'query_id': Value(dtype='string', id=None), 'query': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1577, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1191, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 3 new columns ({'context_type', 'context', 'context_id'}) and 2 missing columns ({'query', 'query_id'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/khulnasoft/duo-chat-evaluation/data/duo_chat/v1/jsonl/context/b35050edc0f74974b90a5bd12813523d.jsonl (at revision 0d914ece246b878bd25c08874ce76931781ff908)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

query_id
string
query
string
9fac71b7575041cca8519da583e6aee7
Can you write Python code that sums up two numbers?
7ed54c92d0b5490eb547bcb957c548df
write me python code to query the rest api server at example.com/api
18d84a973bf54d0f8b3695748c4a2ced
Write a PHP script that finds 4 hours in a run of sunny weather
dc992a57ecef4902bee4daf61baea4cb
can you write the regex that will match any value with "pg" in it, "postgres" or "patroni"
794e34170ecf4dadae439433ef7883c3
can you make a mermaid diagram where there is a central box or square with a specific title, two arrows pointing at the box as an input and one arrow getting out the box as an output
19ab19f137b64cc689599376692285f9
How do I create a new Next JS application named nextjs-support-portal with tailwindcss?
9f01fb5f9c7c4c4ba4455209cbdb07f9
Create a login page using Next.js, typescript, and tailwindcss
3e627b091d9c49f69685313007b71fad
Share a gitlab-ci.yml file to cache node files
da9a496741c243e0812be5b018be3bbf
Write a .gitlab-ci.yml file to test, build and and deploy a javascript application to AWS EC2
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End of preview.

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AI Evaluation Data

Getting started

This repo contains datasets used to evaluate the quality of AI features we are developing at GitLab. We follow a similar approach to HuggingFace and store the datasets as LFS objects under the data folder.

Datasets

AI Feature: Duo Chat

Context dataset

Field name Type Additional notes
context_id STRING Valid UUIDs, generated as uuid4().hex in Python
context STRING JSON string describing one of the GitLab resources
context_type STRING GitLab resource type, either issue or epic
referer_url STRING, NULLABLE Not used in this iteration, added for Chat API compatibility

Queries dataset

Field name Type Additional notes
query_id STRING Valid UUIDs, generated as uuid4().hex in Python
query STRING User query submitted to Duo Chat
context STRING JSON string describing one of the GitLab resources
resource_id INT, NULLABLE GitLab global resource identifier
resource_type STRING GitLab resource type, either issue or epic
referer_url STRING, NULLABLE Not used in this iteration, added for Chat API compatibility

Code generations

Field name Type Additional notes
query_id STRING Valid UUIDs, generated as uuid4().hex in Python
query STRING User query submitted to Duo Chat

Usage

Refer to a specific commit SHA1 if you need to get a concrete revision of the dataset.

GIT_LFS_SKIP_SMUDGE=1 git clone $URL
git reset --hard $SHA1
git lfs pull

Authors

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Models trained or fine-tuned on khulnasoft/duo-chat-evaluation