rstudio/pointblank

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Data quality assessment and metadata reporting for data frames and database tables

Stars: 1k
Forks: 59
Open beginner issues: 0
Indexed issues: 99
Avg merge: 25m
Merged PRs (30d): 4

Dominant language: R
License: No license data
Last GitHub push: Aug 21, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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99 open issues indexed

Actions vs thresholds Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#686 · 1 assignee · Opened Aug 19, 2026
`col_vals_expr()` silently passes when expression references non-existent column Open

Type: ☹︎ Bug

rstudio/pointblank#668 · 1 assignee · Opened Feb 11, 2026
interrogate() fails on DuckDB in-memory database Open

Type: ☹︎ Bug

rstudio/pointblank#667 · 1 assignee · Opened Jan 30, 2026
Allow abbreviating how many set elements are printed with col_vals_in_set() and interrogate(). Open

Type: ★ Enhancement

rstudio/pointblank#665 · 1 assignee · Opened Jan 10, 2026
Best way to use pointblank for many tables from a folder Open

Type: ⁇ Question

Difficulty 5/5 Over a week Newbie friendliness 20/100

rstudio/pointblank#662 · Opened Nov 24, 2025
Feature request: `get_step_report()` Open

Type: ★ Enhancement

rstudio/pointblank#660 · 1 assignee · Opened Oct 16, 2025
Review/Document how pointblank handles date variables Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rstudio/pointblank#659 · Opened Oct 15, 2025
Creating an agent on a duckdb table fails interactively Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

rstudio/pointblank#658 · Opened Oct 15, 2025
Consider adding LLM support for draft_validation Open

Type: ★ Enhancement

rstudio/pointblank#652 · 1 comment · 1 assignee · Opened Sep 23, 2025
clicking the CSV button in Positron does not download extracts Open

Type: ☹︎ Bug

rstudio/pointblank#651 · 2 comments · 1 reaction · 2 assignees · Opened Sep 7, 2025
Setting a column to `NULL` in a schema should check for its existence Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

rstudio/pointblank#645 · Opened Aug 26, 2025
Show which rows failed in `expect_` functions Open

Type: ⁇ Question

Difficulty 4/5 3-5 days Newbie friendliness 38/100

rstudio/pointblank#641 · Opened Aug 12, 2025
`get_sundered_data()` does not work on DuckDB tables with > 1 per-row tests Open

Type: ☹︎ Bug

rstudio/pointblank#636 · 1 assignee · Opened Jul 12, 2025
Use cli pluralization in print method for `action_levels()` Open

rstudio/pointblank#634 · 1 assignee · Opened Jul 9, 2025
Should the steps inherit _individual_ action levels from the agent when unspecified? Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

rstudio/pointblank#633 · Opened Jun 24, 2025
Should `actions = action_levels()` trigger anything? Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

rstudio/pointblank#632 · Opened Jun 24, 2025
Proposal: `snip_missing()` Open

Type: ★ Enhancement

rstudio/pointblank#629 · 1 assignee · Opened Jun 21, 2025
Should the default failure level depend on the number of test units? Open

Type: ⁇ Question

Difficulty 5/5 Over a week Newbie friendliness 35/100

rstudio/pointblank#627 · Opened Jun 19, 2025
Warning threshold misfires Open

Type: ☹︎ Bug

rstudio/pointblank#625 · 1 assignee · Opened Jun 13, 2025
Segmentation info not included in the validation report table Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ☹︎ Bug

rstudio/pointblank#624 · 1 comment · 1 assignee · Opened Jun 13, 2025
Feature request: `add_action_levels()` Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#622 · 1 assignee · Opened May 14, 2025
Allow tidyselect helpers in agents with NULL tbl Open

Type: ☹︎ Bug

rstudio/pointblank#621 · 2 comments · 1 assignee · Opened May 6, 2025
Allow creation of informant with NULL tbl Open

Type: ☹︎ Bug

rstudio/pointblank#620 · 1 assignee · Opened Apr 9, 2025
Output gt formatting issues when rendered as HTML via Quarto Open

Type: ☹︎ Bug

rstudio/pointblank#619 · 2 comments · 1 reaction · 1 assignee · Opened Apr 7, 2025
Pointblank in Quarto chunks Open

Type: ⁇ Question

Difficulty 5/5 Over a week Newbie friendliness 25/100

rstudio/pointblank#615 · 1 reaction · Opened Apr 2, 2025
Formalizing a `<action_fns>` object Open

Type: ★ Enhancement

rstudio/pointblank#612 · 2 comments · 1 assignee · Opened Mar 25, 2025
Support for Databricks Pointers Open

Type: ★ Enhancement

rstudio/pointblank#607 · 1 assignee · Opened Mar 13, 2025
Fully embracing separation of agent/informant "recipes" and target tbls Open

Type: ★ Enhancement

rstudio/pointblank#603 · 2 comments · 1 assignee · Opened Feb 19, 2025
UK postcode specification regex Open

Type: ☹︎ Bug

rstudio/pointblank#594 · 1 assignee · Opened Feb 5, 2025
Feature requests Open

Type: ★ Enhancement

rstudio/pointblank#593 · 2 comments · 1 assignee · Opened Feb 5, 2025
yaml-writing `brief` field in validation steps Open

Type: ⁇ Question Type: ★ Enhancement

rstudio/pointblank#586 · 3 comments · 1 assignee · Opened Jan 23, 2025
Exploiting `segments` in a way that scales Open

Type: ⁇ Question Type: ★ Enhancement

rstudio/pointblank#558 · 2 comments · 1 assignee · Opened Aug 5, 2024
`scan_data()` could include distributional summaries Open

Difficulty: [2] Intermediate Effort: [3] High Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#551 · 1 comment · 1 reaction · 1 assignee · Opened Aug 1, 2024
`scan_data()` is very slow on large datasets Open

Difficulty: [2] Intermediate Effort: [3] High Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#550 · 2 comments · 2 reactions · 1 assignee · Opened Aug 1, 2024
Bigquery with bigrquery . unable to find method for dbGetQuery Open

Type: ☹︎ Bug

rstudio/pointblank#534 · 1 comment · 1 assignee · Opened Apr 21, 2024
Vignette for dynamic patterns in validation functions Open

Type: ★ Enhancement Type: ✎ Docs

rstudio/pointblank#525 · 1 reaction · 1 assignee · Opened Mar 4, 2024
Arithmetic overflow error converting expression to data type int. Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ☹︎ Bug

rstudio/pointblank#516 · 1 assignee · Opened Feb 14, 2024
`ggplot2::ggsave()` error with `pointblank::scan_data()` Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ☹︎ Bug

rstudio/pointblank#515 · 5 comments · 1 assignee · Opened Feb 8, 2024
Integrate `scan_data()` elements into validation reports Open

Difficulty: [2] Intermediate Effort: [3] High Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#492 · 1 assignee · Opened Oct 16, 2023
Regex for Microsoft SQL Server Open

Type: ☹︎ Bug

rstudio/pointblank#490 · 1 comment · 1 assignee · Opened Sep 17, 2023
Integrate with pins for writing agents, informants Open

Difficulty: [3] Advanced Effort: [2] Medium Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#487 · 1 comment · 1 reaction · 1 assignee · Opened Aug 1, 2023
scan_data fails with spark table Open

Difficulty: [3] Advanced Effort: [3] High Priority: [3] High Type: ☹︎ Bug

rstudio/pointblank#483 · 1 comment · 1 assignee · Opened Jun 19, 2023
Add helper `from_package` to load package datasets Open

Difficulty: [2] Intermediate Effort: [3] High Priority: [2] Medium Type: ★ Enhancement

rstudio/pointblank#482 · 1 comment · 1 assignee · Opened Jun 13, 2023
Using arrow results in error "not really a table object" Open

Difficulty: [3] Advanced Effort: [3] High Priority: [3] High Type: ☹︎ Bug

rstudio/pointblank#473 · 2 comments · 1 assignee · Opened Apr 17, 2023
Support `tbl`'s that have `{pool}` connections Open

Type: ★ Enhancement

rstudio/pointblank#470 · 1 assignee · Opened Apr 12, 2023
Can't create agent using a `tbl_dbi` object when using MS SQL Server Open

Type: ☹︎ Bug

rstudio/pointblank#464 · 1 reaction · 1 assignee · Opened Feb 17, 2023
Allow logging to use stderr Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ★ Enhancement

rstudio/pointblank#463 · 1 assignee · Opened Feb 10, 2023
incorporate snip_list() values across all columns in the table Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

rstudio/pointblank#461 · Opened Jan 17, 2023
Using an existing ODBC `con` object to connect to remote db Open

Type: ★ Enhancement

rstudio/pointblank#458 · 1 assignee · Opened Jan 6, 2023
Improve speed of `rows_distinct()` on large databases Open

Type: ★ Enhancement

rstudio/pointblank#454 · 1 comment · 1 assignee · Opened Dec 20, 2022

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