Datasets:

tabiya
/

hahu_test

Tasks:

Text Retrieval

Languages:

English

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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 2 new columns ({'ID', 'Unnamed: 0'})

This happened while the csv dataset builder was generating data using

hf://datasets/tabiya/hahu_test/hahu_test_with_id.csv (at revision a200e0b5490fbe75f7fcef62eef51c21e3a14861), ['hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/hahu_test.csv', 'hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/hahu_test_with_id.csv', 'hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/redacted_hahu_test_with_id.csv']

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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 795, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              ID: int64
              title: string
              description: string
              general_classification: string
              esco_code: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 991
              to
              {'title': Value('string'), 'description': Value('string'), 'general_classification': Value('string'), 'esco_code': Value('string')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 2 new columns ({'ID', 'Unnamed: 0'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/tabiya/hahu_test/hahu_test_with_id.csv (at revision a200e0b5490fbe75f7fcef62eef51c21e3a14861), ['hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/hahu_test.csv', 'hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/hahu_test_with_id.csv', 'hf://datasets/tabiya/hahu_test@a200e0b5490fbe75f7fcef62eef51c21e3a14861/redacted_hahu_test_with_id.csv']
              
              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.

title string	description string	general_classification string	esco_code string
Paul Lacey International Programs (IP) Intern	Countries: Burundi, Cambodia, El Salvador, Ethiopia, Guatemala, Indonesia, Israel, Jordan, Kenya, Mexico, United States of America, Zimbabwe Organization: American Friends Service Committee Closing date: 26 May 2023 International Programs Internship Affirmative Action/Equal Opportunity Employer The American Friends Ser...	Community, Social Services and Public Administration	2422.10
MEAL Coordinator	Employee Contract Type: Local - Fixed Term Employee (Fixed Term) Job Description: Responsibly develops and prepares performance monitoring plan (PMP) guide and implement it together with project team including Project manager/coordinator, technical officers and collaborate with other AP sectoral officers and finance te...	Community, Social Services and Public Administration	2422.10
Financial Service for the Poor Technical Lead	Position : Financial Service for the Poor Technical Lead Location: Addis Ababa, Ethiopia Position Status: Full-time, Exempt, Regular Position is contingent on new funding About Mercy Corps Mercy Corps is powered by the belief that a better world is possible. To do this, we know our teams do their best work when they ar...	Community, Social Services and Public Administration	2631.2.2
Senior Monitoring and Evaluation Officer	Background of the company Kerchanshe Trading P.L.C is the largest producer and exporter of coffee in Ethiopia, It has a proud history of providing quality coffees to the local and international markets. Currently our company needs a dedicated and motivated candidate. Responsibility Design and develop appropriate framew...	Community, Social Services and Public Administration	2422.10
Regional Monitoring, Evaluation and Learning Advisor	Overall Objectives for the Job Provide Monitoring, Evaluation and Learning (MEL) support to Regional Health Bureaus, Regional Laboratories and health facilities under the President’s Malaria initiatives (PMI) funded Malaria Diagnosis and Treatment (MDT) Activity. Reporting to the regional program manager, the regional ...	Community, Social Services and Public Administration	2422.10
Area program Manager II	The Area Program Manager II is responsible to prepare the plan of action and budget of the project, managing and implement project activities in accordance with the project document signed between the Government of Ethiopia and FH Ethiopia (FH/E). He/She is also responsible for creating a smooth environment for a sound...	Community, Social Services and Public Administration	1213.4
Senior Compliance Management Officer II	Examine, evaluate, and investigate eligibility for or conformity with laws and regulations governing contract compliance of licenses and permits, and perform other compliance and enforcement inspection and analysis activities not classified elsewhere. Job Requirement Qualification: MBA/MA/BA degree in Management, Econo...	Community, Social Services and Public Administration	3352.1
MEAL Officer	Major Responsibilities : · Programs development planning : - By closely working with the AP manager, facilitates and prepares annual plans and budgets through closely working with sectoral officers, finance and sponsorship team. Participates in program and projects design for the AP irrespective of funding sources and ...	Community, Social Services and Public Administration	2422.10
Senior Program Quality Coordinator	In line with the principles of Concern Ethiopia’s rules and regulation; the purpose of the Programme Development and Quality Coordinator is to support programme teams in the provision of assessment results and other background information in concept note and proposal development. The person filling this role will be re...	Community, Social Services and Public Administration	1213.4
Procurement & Property Administration Manager	Hosea Trading House PLC is working on transforming to Holding Company having sister companies namely; Hosea Real Estate , Hosea Import/Export Trading and Capital Hotel Spa under a corporate structure. The Company is interested to recruit Procurement Property Administration Manager who will work at a corporate level. Th...	Community, Social Services and Public Administration	1213.3
Project Field Officer	Number of Post: Two (2) Duration: 1 Year Start date: ASAP CONTEXT DESCRIPTION VIS has been operating in Ethiopia for more than 20 years. In 2005 it was recognized by the Ethiopian Ministry of Justice as a suitable organization to operate in the field of education and water and sanitation. On 8th October 2009 it also ob...	Community, Social Services and Public Administration	3412.5
Protection Officer (Case Management)	The Danish Refugee Council (DRC), an international non-governmental organization (NGO), has been providing relief and development services in the Horn of Africa since 1997. DRC promotes and supports solutions to the problems faced by refugees, internally displaced people (IDPs), and migrants. The organization has offic...	Community, Social Services and Public Administration	2422.2
Procurement Head – Packaging Materials	Purpose statement: With the Close collaboration and consultation with procurement Manger, will address all Procurement activities on the specific category assigned Packaging Materials category including, Foreign Local sourcing, evaluating, appointing, offer negotiation, market surveying, contract managing, follow up de...	Community, Social Services and Public Administration	1213.3
Sexual and Gender Based Violence Case Worker	Place of Work: Gubalafto Contract duration: Until December 15,2023 Case workers will provide case management services to survivors, including referrals to existing services within the Women and Girls Safe Spaces. They will provide professional and confidential services to survivors of GBV helping them to access multi s...	Community, Social Services and Public Administration	2635.3.6
PMEL Officer	Work to Support leadership, oversight, and coordination for the PMEL unit. Plan assessment and Research activities of DEC programs and projects with a clear methodology that supports the efficient implementation and achievement of goals. Preparing and timely submitting all project-related reports and documents. Facilit...	Community, Social Services and Public Administration	2422.10
MEAL Coordinator- FMNR Movement Catalyst Project	Major Responsibility: Responsibly develops and prepares performance monitoring plan (PMP) guide and implement it together with project team including Project manager, technical regional liaison Coordinator and collaborate with other regional sectoral coordinator and finance team Identify and contextualizes key indicato...	Community, Social Services and Public Administration	2422.10
Chief Surveyor	The Chief Surveyor is responsible for leading the survey activities during the tender and planning stage of a project as well as managing the survey team at the project site during implementation. Job Requirement Qualification: College Diploma/BA Degree in Surveying Technology or Related field of Study Experience: 10/8...	Community, Social Services and Public Administration	2165.4
Senior GBV Officer	International Medical Corps never asks job applicants for a fee, payment, or other monetary transaction. If you are asked for money in connection with this recruitment, please report to International Medical Corps at IMC website Website for reporting misconduct: www.InternationalMedicalCorps.ethicspoint.com . Please do...	Community, Social Services and Public Administration	3412.4
National Programme Policy Officer	World Food Programme (WFP) Position: National Programme Policy Officer (Integrated Smallholder Resilience Livelihood) Job Time: Full-Time Job Type: Contract Place of Work: Gambella, Ethiopia Application Deadline: June, 15/2023 WFP celebrates and embraces diversity. It is committed to the principle of equal employment o...	Community, Social Services and Public Administration	1213.2
Senior Gender Expert	Job purpose Lead the programme’s efforts to advance gender equality and women’s economic empowerment by developing and implementing inclusive and novel gender approaches and providing internal and external capacity building to integrate gender and implement gender-transformative activities. S/he will lead the developme...	Community, Social Services and Public Administration	2632.1
Tender & Procurement Department Manager	Procurement department managers ensure that the organisation's policy goals are transformed into concrete actions and support their teams to achieve the best results for their clients and the public. They oversee the public procurement professionals in the organisation to deliver on their objectives. Job Requirement Qu...	Community, Social Services and Public Administration	1213.3
Ethiopia Program Associate	One Acre Fund works to improve the livelihoods of smallholder farmers. In Ethiopia, we engage farmers in agroforestry and community-based seed multiplication. In partnership with the Amhara National Regional State, these programs have planted more than 30 million trees, produced over 500 MT of improved teff seed and re...	Community, Social Services and Public Administration	1213.4
MEAL Officer (Re-Advertised)	I. JOB SUMMARY The purpose of the Monitoring and Evaluation (M E) Officer position is to ensure the collection, compilation and documentation of implementation progress, lessons and project level data. The M E officer monitors data and information quality of Field level data and partner input data. The position support...	Community, Social Services and Public Administration	2422.10
Program Officer	Creative Associates International is a dynamic, fast-growing global development firm that specializes in education, economic growth, democratic institutions, and stabilization. Based in Washington, D.C., Creative has a field presence in more than 25 countries with a strong client portfolio that includes the U.S. Agency...	Community, Social Services and Public Administration	1213.4
Roving M & E Officer	General Information Humanity and Inclusion (former Handicap International) is an independent and impartial aid organization working in situations of poverty and exclusion, conflict, and disaster. Working alongside persons with disabilities and other vulnerable groups, our actions and testimony are focused on responding...	Community, Social Services and Public Administration	2422.10
Livelihood Officer	Child Safeguarding: Level 3: the role holder will have contact with children and/or young people either frequently (e.g. once a week or more) or intensively (e.g. four days in one month or more) because he/she works at the community level. The role holder should be well acquainted with and act towards ensuring the orga...	Community, Social Services and Public Administration	2635.3
KG Deputy Directress	Job Requirement Qualification: Degree in Educational Planning and Management Minimum experience : 4 years above Sex: Female Key competencies required Strong interpersonal and communication skills Possesses integrity and ability to maintain accurate and confidential records Flexible and accepts change Excellent English ...	Community, Social Services and Public Administration	1341.3
Senior Trade Service Officer	Job Requirement Education (Minimum): BA in Accounting/Business Management/ Management or related field Experience: 4 years of relevant banking experience Place of work: Head Office How to Apply Submit your CV along with your other relevant documents in person to Debub Global Bank's Head Office, Human Capital Management...	Community, Social Services and Public Administration	2422.18
Team Leader (IFTIIN &WEE)	About Mercy Corps Mercy Corps is a leading global organization powered by the belief that a better world is possible. In disaster, in hardship, in more than 40 countries around the world, we partner to put bold solutions. into action — helping people triumph over adversity and build stronger communities from within. No...	Community, Social Services and Public Administration	1213.4
Senior Trade Service Officer	Trade development officers develop and implement trade policies both internally and in international import and export relations. They analyse the domestic and foreign markets in order to promote and establish business operations, and ensure trade proceedings are compliant with legislation and businesses are protected ...	Community, Social Services and Public Administration	2422.18
Social Worker	Child Safeguarding: Level 3 - the responsibilities of the post may require the post holder to have regular contact with or access to children or young people ROLE PURPOSE: Under the guidance and technical support of the CP Project Officer, and HN and CP coordinator, Social Worker is responsible for working closely with...	Community, Social Services and Public Administration	2635.3
Camp Coordinator and EOP Teacher	World Wide Orphans Foundation (WWO) Worldwide Orphans Foundation is a not for profit international organization engaged in rendering comprehensive psycho-social and Education services to orphans and other disadvantaged children in the community. Position Over view: The Camp Coordinator and EOP® Teacher will provide sup...	Community, Social Services and Public Administration	2635.2
Gender Based Violence Information Management System Officer	Major Responsibility Compile qualitative and quantitative weekly reports, monthly reports, Situational Reports, Progress Reports, 4/5 W’s share with CP.GBV AoR and donors on a timely manner and do the Program presentation PowerPoints as required. Train, mentor and support field staffs for ethical and safe data collecti...	Community, Social Services and Public Administration	2635.3.6
Humanitarian Program Manager – Gender and Protection	I. Job Summary The Humanitarian Program Manager gender and protection is a key staff member of the Humanitarian Unit. The primary responsibilities of the post holder will include the following: input into all humanitarian gender and protection projects; high-level managerial oversight of all gender and protection proje...	Community, Social Services and Public Administration	1213.4
Monitoring, Learning, and Evaluation Advisor	PATH is a global nonprofit dedicated to achieving health equity. With more than 40 years of experience forging multisector partnerships, and with expertise in science, economics, technology, advocacy, and dozens of other specialties, PATH develops and scales up innovative solutions to the world’s most pressing health c...	Community, Social Services and Public Administration	2422.10
Digitizers	Duties and Responsibilities Digitize water network assets using GIS application, Input customer and customer meter information into the GIS database, Regularly encode data into the GIS database using various GIS applications Conducts QA works validating GIS information in the field. Reporting in detail on findings, pro...	Community, Social Services and Public Administration	2165.3
Psychological Support Expert	Jhpiego is seeking to hire psychosocial experts with health backgrounds for an anticipated post-conflict recovery response in Amhara and Afar regions. The position will be based in selected zones of the regions to provide psychosocial support to affected communities in close collaboration with regional and zonal health...	Community, Social Services and Public Administration	2634.2.3
MEL Officer	Job Description Overview The Strengthening Host and Refugee Populations in Ethiopia (SHARPE) programme uses a market systems development approach to stimulate private sector investment and increase livelihoods opportunities for refugees and host communities. SHARPE operates in three locations in Ethiopia, Jijiga, Dollo...	Community, Social Services and Public Administration	2422.10

End of preview.

Download

To download a dataset in the hahu test repository, create an access read token.

Run the following script to use the dataset as a pandas Dataframe:

from huggingface_hub import hf_hub_download
import pandas as pd
HF_TOKEN = "hf_..."
REPO_ID = "tabiya/hahu_test"
FILENAME = "..."

dataset = pd.read_csv(
    hf_hub_download(repo_id=REPO_ID, filename=FILENAME, repo_type="dataset", token=HF_TOKEN)
)

Description

The hahu_test.csv file is the original file provided by Hahu jobs with the following fields:

title: The title of the job position, indicating the specific role and/or position within the organization.
description: A detailed description of the job responsibilities, requirements, qualifications, and other relevant information pertaining to the job role. This might include sensitive information regarding the company which posted the job.
general_classification: The broad classification or category of the job, providing insight into the sector or field to which the job belongs. It is one of 'Sales and Services', 'Wholesale and Retail Trade', 'Transport, Storage and ICT', 'Manufacturing, Construction and Engineering', 'Restaurant and Hospitality Services', 'Financial, Insurance and Business Services', 'Community, Social Services and Public Administration', 'Professional, Scientific and Technical', 'Education', 'Manufacturing and Construction', 'Health'.
esco_code: The ESCO (European Skills, Competences, Qualifications, and Occupations) code associated with the job, facilitating standardized classification and comparison across different job listings.

This dataset offers 550 hand-labeled job offers available in Ethiopia, spanning diverse sectors and roles. The curation enhances its reliability for natural language processing tasks, such as entity linking to the ESCO database.

The hahu_test_with_id.csv and redacted_hahu_test_with_id.csv files are artifacts produced from the original file. The first one consists of the same fields with an additional ID field to allow the comparison with the other artifact. The ID are generated based on the original order of the rows.

The redacted_hahu_test_with_id.csv consists of 542 job offers, as 8 of them have removed because their code was deprecated in ESCO v1.1.1. It contains the following fields:

ID: the ID of the row which allows to identify rows of the original dataset with rows of the redacted dataset.
title: the title of the job position, indicating the specific role and/or position within the organization.
redacted_description: a detailed description of the job responsibilities, requirements, qualifications, and other relevant information pertaining to the job role. The sensitive information in the original field have been redacted using Google DLP API.
general_classification: the broad classification or category of the job, providing insight into the sector or field to which the job belongs. It is one of 'Sales and Services', 'Wholesale and Retail Trade', 'Transport, Storage and ICT', 'Manufacturing, Construction and Engineering', 'Restaurant and Hospitality Services', 'Financial, Insurance and Business Services', 'Community, Social Services and Public Administration', 'Professional, Scientific and Technical', 'Education', 'Manufacturing and Construction', 'Health'.
esco_code: the ESCO (European Skills, Competences, Qualifications, and Occupations) code associated with the job, facilitating standardized classification and comparison across different job listings.
synthetic_query: a query generated synthetically from the redacted description. This can be used for evaluation of linking user's requests for the Compass app to the ESCO Occupation Database.
skills_essential: list of Tabiya UUIDs of essential skills linked to the occupation of interest. It can be used to evaluate how skills are linked to a job description or to the resulting synthetic query.
skills_optional: list of Tabiya UUIDs of optional skills linked to the occupation of interest.

The synthetic_queries_translated.csv is a new version of redacted_hahu_test_with_id.csv with the following fields:

ID: same as redacted_hahu_test_with_id.csv.
esco_code: same as redacted_hahu_test_with_id.csv.
synthetic_query: same as redacted_hahu_test_with_id.csv
fr_synthetic_query: translation of synthetic_query to French with Gemini 1.0 Pro.
fr_to_en_synthetic_query: back-translation of fr_synthetic_query from French to English with Gemini 1.0 Pro for sample evaluation.

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