optimus

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:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

big-data-cleaningbigdatacudfdaskdask-cudfdata-analysis

Apache License 2.0

Created on Jul 13, 2017

Updated on Apr 6, 2026

Stars

1.5k

Forks

232

Watchers

1.5k

Open Issues

30

Repository Health Score

💛

74/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

11

Total Issues

All time

5

Open

45% of total

6

Closed

55% of total

5mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#1241 Unable to run on m1 mac - ModuleNotFoundError: No module named 'dask'

4

closed

Recent Commits

Implement manually triggered Publish Python test Package Github action

Luis Aguirre•2 years ago

cb73842View on GitHub

Bump version

Luis Aguirre•2 years ago

22029c5View on GitHub

Fix database connection bug

Luis Aguirre•2 years ago

609b66bView on GitHub

Bump version

Luis Aguirre•3 years ago

2100afdView on GitHub

Support array on rows drop operation

Luis Aguirre•3 years ago

b51b579View on GitHub

Fix statsmodel requirement version

Luis Aguirre•3 years ago

42bc518View on GitHub

Bump version

Luis Aguirre•3 years ago

1492183View on GitHub

Fix meta reset bug

Luis Aguirre•3 years ago

b028be8View on GitHub

Fix null columns issue

Luis Aguirre•3 years ago

64e401eView on GitHub

Support connection with not password

Argenis Leon•3 years ago

1b8a82cView on GitHub

Merge remote-tracking branch 'origin/develop-22.6' into develop-22.6

Argenis Leon•3 years ago

b034345View on GitHub

Bump glom version

Argenis Leon•3 years ago

d2a7b4cView on GitHub

Fix missing deepcopy

Argenis Leon•3 years ago

2388bd7View on GitHub

Improve performance removing unnecessarydeepcpy from reset

Argenis Leon•3 years ago

6782897View on GitHub

Change orjsong by marshall to imporve copying speed

Argenis Leon•3 years ago

9ee0a52View on GitHub

View all commits

data-cleaner

data-cleaning

data-cleansing

data-exploration

data-extraction

data-preparation

data-profiling

data-science

data-transformation

data-wrangling

machine-learning

pyspark

spark

Community

1,537 stars, 232 forks

4/30

13%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

2.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

75.4%

Jupyter Notebook

23.1%

HTML

1.4%

JavaScript

0.1%

Dockerfile

0.1%

CSS

0.0%

Shell

0.0%

Dependencies2 total

2

Production

0

Development

Production Dependencies (2)

juice^5.2.0

web-resource-inliner^4.3.3

inline-css-htmlv0.1.0

Top Contributors

1

argenisleon

User

3.5k

commits

2

luis11011

User

1.2k

commits

3

FavioVazquez

User

1.1k

commits

4

pyup-bot

User

398

commits

5

Jarrioja

User

18

commits

6

joseangelhernao

User

16

commits

7

arpit1997

User

13

commits

8

MrPowers

User

9

commits

9

eschizoid

User

6

commits

10

dependabot[bot]

Bot

6

commits

Languages

Python

75.4%

Jupyter Notebook

23.1%

HTML

1.4%

JavaScript

0.1%

Dockerfile

0.1%

CSS

0.0%

Shell

0.0%

Dependencies2 total

2

Production

0

Development

Production Dependencies (2)

juice^5.2.0

web-resource-inliner^4.3.3

inline-css-htmlv0.1.0

Recent Commits

Implement manually triggered Publish Python test Package Github action

Luis Aguirre•2 years ago

cb73842View on GitHub

Bump version

Luis Aguirre•2 years ago

22029c5View on GitHub

Fix database connection bug

Luis Aguirre•2 years ago

609b66bView on GitHub

Bump version

Luis Aguirre•3 years ago

2100afdView on GitHub

Support array on rows drop operation

Luis Aguirre•3 years ago

b51b579View on GitHub

Fix statsmodel requirement version

Luis Aguirre•3 years ago

42bc518View on GitHub

Bump version

Luis Aguirre•3 years ago

1492183View on GitHub

Fix meta reset bug

Luis Aguirre•3 years ago

b028be8View on GitHub

Fix null columns issue

Luis Aguirre•3 years ago

64e401eView on GitHub

Support connection with not password

Argenis Leon•3 years ago

1b8a82cView on GitHub

Merge remote-tracking branch 'origin/develop-22.6' into develop-22.6

Argenis Leon•3 years ago

b034345View on GitHub

Bump glom version

Argenis Leon•3 years ago

d2a7b4cView on GitHub

Fix missing deepcopy

Argenis Leon•3 years ago

2388bd7View on GitHub

Improve performance removing unnecessarydeepcpy from reset

Argenis Leon•3 years ago

6782897View on GitHub

Change orjsong by marshall to imporve copying speed

Argenis Leon•3 years ago

9ee0a52View on GitHub

View all commits

Top Contributors

1

argenisleon

User

3.5k

commits

2

luis11011

User

1.2k

commits

3

FavioVazquez

User

1.1k

commits

4

pyup-bot

User

398

commits

5

Jarrioja

User

18

commits

6

joseangelhernao

User

16

commits

7

arpit1997

User

13

commits

8

MrPowers

User

9

commits

9

eschizoid

User

6

commits

10

dependabot[bot]

Bot

6

commits

Issues Analytics

11

Total Issues

All time

5

Open

45% of total

6

Closed

55% of total

5mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#1241 Unable to run on m1 mac - ModuleNotFoundError: No module named 'dask'

4

closed

2

#1223 Load a list of files using a list of file names

4

closed

3

#1213 Spark

3

closed

4

#1251 Creating new instances forces to download nltk data

1

closed

5

#1207 Also replace a value if the condition to replace is not matched.

1

closed

GitHub Explorer

optimus

Score Breakdown

Issues Activity: Last 6 months

Hottest Issues

Production Dependencies (2)

Production Dependencies (2)

Issues Activity: Last 6 months

Hottest Issues