v1.7.0

DataFrames v1.7.0

Diff since v1.6.1

Merged pull requests:

• allow push!/pushfirst!/append!/prepend! with multiple values (#3372) (@bkamins)
• add cols kwarg to rename/rename! (#3380) (@bkamins)
• Add JSS citation information (#3381) (@bkamins)
• fix typos (#3384) (@spaette)
• Fix @spawn_or_run_task with interactive threads (#3385) (@nalimilan)
• add cols to mapcols and mapcols! (#3386) (@bkamins)
• add example of using Tables.dictcolumntable (#3387) (@bkamins)
• fix nonunique bug (#3393) (@bkamins)
• remove unnecessary @time in tests (#3394) (@bkamins)
• fix first and last for negative row count (#3402) (@bkamins)
• Fix eachrow and eachcol indexing with CartesianIndex (#3413) (@bkamins)
• Update for Documenter.jl v1 and Julia v1.10 (#3416) (@hyrodium)
• Change big to BigInt calls (#3419) (@bkamins)
• Update docs on Juliacon (#3420) (@hyrodium)
• Import groupby from DataAPI, remove by and aggregate (#3422) (@bkamins)
• Advanced transformation examples (#3433) (@bkamins)
• disambiguate allunique signature (#3434) (@bkamins)
• do not pass empty vector to Tables.columntable (#3435) (@bkamins)
• Explain the role of querying frameworks for DataFrames.jl (#3438) (@bkamins)
• Typo fix (#3439) (@nathanrboyer)
• Add TidierData to frameworks docs page (#3447) (@drizk1)
• add ? suffix to show on all return paths (#3448) (@adienes)
• Update ci.yml (#3449) (@ViralBShah)
• Create dependabot.yml (#3450) (@ViralBShah)
• Bump julia-actions/cache from 1 to 2 (#3453) (@dependabot[bot])
• fix vcat type piracy (#3457) (@bkamins)
• Remove REPL dependency (#3459) (@topolarity)
• Update filter docs, Fixes #3460 (#3461) (@sprig)
• fix tests on nightly and 32-bit (#3463) (@bkamins)
• Improve names docs (#3464) (@bkamins)
• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#3465) (@github-actions[bot])
• Fix codecov badge in README.md (#3466) (@ViralBShah)

Closed issues:

• rand(::GroupedDataFrame) sampler? (#2097)
• Investigate performance of innerjoin between large tables (#2974)
• Make row lookup easier (#3051)
• website: https://juliadata.org (#3338)
• Feature Request: Allow naming function in rename operation pairs. (#3361)
• Would adding support for JLD2.jl allow Type preservation? (#3364)
• Add support for multiple positional arguments in push!/pushfirst!/append!/prepend! (#3371)
• "RowNumber by Partition" function (#3374)
• Not with non-existing columns (#3375)
• leftjoin! is actually copying reference instead of value?! (#3379)
• Tests of describe and multithreading fail in Julia-1.10.0-beta3 (#3383)
• error when unique! a empty dataframe (#3392)
• combine on grouped df return empty df when args is empty (#3399)
• Inconsistent Mean Calculation in Grouped DataFrame Compared to Overall DataFrame (#3405)
• What is the best way to write large DataFrames efficiently and with high performance in Julia while minimizing memory usage? (#3406)
• Segmentation Fault when reading compressed file (#3407)
• Better error message when forming a DataFrame from a vector of dictionaries with missing data. (#3410)
• describe is slow (#3411)
• CartesianIndex error in Julia 1.11 (#3412)
• DataFrame(x=Int[], y=Int) (#3414)
• unique fails with column-type FixedDecimal (#3418)
• Grouped DataFrame with array elements fails to combine (#3424)
• error when combining a grouped empty dataframe using first (#3426)
• Short circuit && on subset? (#3427)
• Document custom generation of column names in manual (#3430)
• using propertynames on GroupedDataFrame (#3443)
• Very slow to convert DBInterface (DuckDB) result (#3444)
• Add Tidier.jl to docs/src/man/querying_frameworks.md (#3446)
• Type piracy of reduce(vcat) (#3456)
• filter performance (#3460)
• [POSSIBLE REGRESSION] DataFrames.jl Currently Failing on Nightly? (#3467)