duckplyr 1.1.2

Features

• Fully support dd::...() syntax (#795).

• Threshold for prudence = "thrifty" is reduced to 1000 cells when the data comes from a remote data source.

• Support named arguments for dd::...() functions.

Performance

• Generate a more balanced expresion when translating %in% to avoid performance problems in duckdb v1.4.0.

duckplyr 1.1.1

Chore

• Fix CRAN failure with _R_CHECK_THINGS_IN_OTHER_DIRS_=true.

duckplyr 1.1.0

This release improves compatibility with dbplyr and DuckDB.
See vignette("duckdb") for details.

Features

• Pass functions prefixed with dd$ directly to DuckDB, e.g., dd$ROW() will be translated as DuckDB's ROW() function (#658).

• New as_tbl() to convert to a dbplyr tbl object (#634, #685).

• Register Ark methods for Positron's "Variables" pane (@DavisVaughan, #661, #678). DuckDB tibbles are no longer displayed as data frames in the "Variables" pane due to a limitation in Positron. Use collect() to convert them to data frames if you rely on the viewer functionality.

• Translate n_distinct() as macro with support for na.rm = TRUE (@joakimlinde, #572, #655).

• Translate coalesce().

• compute() does not have a fallback, failures are reported to the client (#637).

• Implement slice_head() (#640).

Bug fixes

• Set functions like union() no longer trigger materialization (#654, #692).

• Joins no longer materialize the input data when the package is used with methods_overwrite() or library(duckplyr) (#641).

• Correct formatting for controlled fallbacks with Sys.setenv(DUCKPLYR_FALLBACK_INFO = TRUE).

Chore

• Bump duckdb and pillar dependencies.

• Use roxyglobals from CRAN rather than GitHub (@andreranza, #659).

• Bring tools and patch up to date (@joakimlinde, #647).

• Internal rel_to_df() needs prudence argument (#644).

• Fix sync scripts and add reproducible code (#639).

• Check loadability of extensions in test (#636).

Documentation

• Document slice_head() as supported.

• Add Posit's ROR ID (#592).

• Add vignette("duckdb") (#690).

• Add experimental badge.

• Verbose conflict_prefer() (#667, #684).

• Typos + clarification edits to "large" vignette (@mine-cetinkaya-rundel, #665).

Testing

• Skip tests using grep() or sub() on CRAN.

duckplyr 1.0.1

Bug fixes

• Check if extensions can be loaded before running examples and vignettes (#620).

• Show source of error if data frame cannot be converted to duck frame (#614).

• Correct formatting for controlled fallbacks with Sys.setenv(DUCKPLYR_FALLBACK_INFO = TRUE)

Chore

• Require duckdb >= 1.2.0 (#619).

• Break this version with duckdb 2.0.0 (#623).

Documentation

• Separate ?compute_parquet and ?compute_csv (#610, #622).

• Italicize book title in README (@wibeasley, #607).

• Fix typo in filter(.by = ...) error message (@maelle, #611).

• Fix link in documentation (#600, #601).

duckplyr 1.0.0

Features

Large data

• Improved support for handling large data from files and S3: ingestion with read_parquet_duckdb() and others, and materialization with as_duckdb_tibble(), compute.duckplyr_df() and compute_file(). See vignette("large") for details.

• Control automatic materialization of duckplyr frames with the new prudence argument to as_duckdb_tibble(), duckdb_tibble(), compute.duckplyr_df() and compute_file(). See vignette("prudence") for details.

New functions

• read_csv_duckdb() and others, deprecating duckplyr_df_from_csv() and df_from_csv() (#210, #396, #459).

• read_sql_duckdb() (experimental) to run SQL queries against the default DuckDB connection and return the result as a duckplyr frame (duckdb/duckdb-r#32, #397).

• db_exec() to execute configuration queries against the default duckdb connection (#39, #165, #227, #404, #459).

• duckdb_tibble() (#382, #457).

• as_duckdb_tibble(), replaces as_duckplyr_tibble() and as_duckplyr_df() (#383, #457) and supports dbplyr connections to a duckdb database (#86, #211, #226).

• compute_parquet() and compute_csv(), implement compute.duckplyr_df() (#409, #430).

• fallback_config() to create a configuration file for the settings that do not affect behavior (#216, #426).

• is_duckdb_tibble(), deprecates is_duckplyr_df() (#391, #392).

• last_rel() to retrieve the last relation object used in materialization (#209, #375).

• Add "prudent_duckplyr_df" class that stops automatic materialization and requires collect() (#381, #390).

Translations

• Partial support for across() in mutate() and summarise() (#296, #306, #318, @lionel-, @DavisVaughan).

• Implement na.rm handling for sum(), min(), max(), any() and all(), with fallback for window functions (#205, #566).

• Add support for sub() and gsub() (@toppyy, #420).

• Handle dplyr::desc() (#550).

• Avoid forwarding is.na() to is.nan() to support non-numeric data, avoid checking roundtrip for timestamp data (#482).

• Correctly handle missing values in if_else().

• Limit number of items that can be handled with %in% (#319).

• duckdb_tibble() checks if columns can be represented in DuckDB (#537).

• Fall back to dplyr when passing multiple with joins (#323).

Error messages

• Improve fallback error message by explicitly materializing (#432, #456).

• Point to the native CSV reader if encountering data frames read with readr (#127, #469).

• Improve as_duckdb_tibble() error message for invalid x (@maelle, #339).

Behavior

• Depend on dplyr instead of reexporting all generics (#405). Nothing changes for users in scripts. When using duckplyr in a package, you now also need to import dplyr.

• Fallback logging is now on by default, can be disabled with configuration (#422).

• The default DuckDB connection is now based on a file, the location defaults to a subdirectory of tempdir() and can be controlled with the DUCKPLYR_TEMP_DIR environment variable (#439, #448, #561).

• collect() returns a tibble (#438, #447).

• explain() returns the input, invisibly (#331).

Bug fixes

• Compute ptype only for join columns in a safe way without materialization, not for the entire data frame (#289).

• Internal expr_scrub() (used for telemetry) can handle function-definitions (@toppyy, #268, #271).

• Harden telemetry code against invalid arguments (#321).

Documentation

• New articles: vignette("large"), vignette("prudence"), vignette("fallback"), vignette("limits"), vignette("developers"), vignette("telemetry") (#207, #504).

• New flights_df() used instead of palmerpenguins::penguins (#408).

• Move to the tidyverse GitHub organization, new repository URL https://github.com/tidyverse/duckplyr/ (#225).

• Avoid base pipe in examples for compatibility with R 4.0.0 (#463, #466).

Performance

• Comparison expressions are translated in a way that allows them to be pushed down to Parquet (@toppyy, #270).

• Printing a duckplyr frame no longer materializes (#255, #378).

• Prefer vctrs::new_data_frame() over tibble() (#500).

duckplyr 0.4.1

Features

• df_from_file() and related functions support multiple files (#194, #195), show a clear error message for non-string path arguments (#182), and create a tibble by default (#177).
• New as_duckplyr_tibble() to convert a data frame to a duckplyr tibble (#177).
• Support descending sort for character and other non-numeric data (@toppyy, #92, #175).
• Avoid setting memory limit (#193).
• Check compatibility of join columns (#168, #185).
• Explicitly list supported functions, add contributing guide, add analysis scripts for GitHub activity data (#179).

Documentation

• Add contributing guide (#179).
• Show a startup message at package load if telemetry is not configured (#188, #198).
• ?df_from_file shows how to read multiple files (#181, #186) and how to specify CSV column types (#140, #189), and is shown correctly in reference index (#173, #190).
• Discuss dbplyr in README (#145, #191).
• Add analysis scripts for GitHub activity data (#179).

duckplyr 0.4.0

Features

• Use built-in rfuns extension to implement equality and inequality operators, improve translation for as.integer(), NA and %in% (#83, #154, #148, #155, #159, #160).
• Reexport non-deprecated dplyr functions (#144, #163).
• library(duckplyr) calls methods_overwrite() (#164).
• Only allow constant patterns in grepl().
• Explicitly reject calls with named arguments for now.
• Reduce default memory limit to 1 GB.

Bug fixes

• Stricter type checks in the set operations intersect(), setdiff(), symdiff(), union(), and union_all() (#169).
• Distinguish between constant NA and those used in an expression (#157).
• head(-1) forwards to the default implementation (#131, #156).
• Fix cli syntax for internal error message (#151).
• More careful detection of row names in data frame.
• Always check roundtrip for timestamp columns.
• left_join() and other join functions call auto_copy().
• Only reset expression depth if it has been set before.
• Require fallback if the result contains duplicate column names when ignoring case.
• row_number() returns integer.
• is.na(NaN) is TRUE.
• summarise(count = n(), count = n()) creates only one column named count.
• Correct wording in instructions for enabling fallback logging (@TimTaylor, #141).

Chore

• Remove styler dependency (#137, #138).
• Avoid error from stats collection.

Documentation

• Mention wildcards to read multiple files in ?df_from_file (@andreranza, #133, #134).

Testing

• Reenable tests that now run successfully (#166).
• Synchronize tests (#153).
• Test that vec_ptype() does not materialize (#149).
• Improve telemetry tests.
• Promote equality checks to expect_identical() to capture differences between doubles and integers.

duckplyr 0.3.2

Bug fixes

• Run autoupload in function so that it will be checked by static analysis (#122).

Features

• New df_to_parquet() to write to Parquet, new convenience functions df_from_csv(), duckdb_df_from_csv(), df_from_parquet() and duckdb_df_from_parquet() (#87, #89, #96, #128).

duckplyr 0.3.1

Bug fixes

• Forbid reuse of new columns created in summarise() (#72, #106).
• summarise() no longer restores subclass.
• Disambiguate computation of log10() and log().
• Fix division by zero for positive and negative numbers.

Features

• New fallback_sitrep() and related functionality for collecting telemetry data (#102, #107, #110, #111, #115). No data is collected by default, only a message is displayed once per session and then every eight hours. Opt in or opt out by setting environment variables.
• Implement group_by() and other methods to collect fallback information (#94, #104, #105).
• Set memory limit and temporary directory for duckdb.
• Implement suppressWarnings() as the identity function.
• Prefer cli::cli_abort() over stop() or rlang::abort() (#114).
• Translate .data$a and .env$a.
• Strict checks for column class, only supporting integer, numeric, logical, Date, POSIXct, and difftime for now.
• If the environment variable DUCKPLYR_METHODS_OVERWRITE is set to TRUE, loading duckplyr automatically calls methods_overwrite().

Internal

• Better duckdb tests.
• Use standalone purrr for dplyr compatibility.

Testing

• Add tests for correct base of log() and log10().

Documentation

• methods_overwrite() and methods_restore() show a message.

duckplyr 0.3.0

## Bug fixes

- `grepl(x = NA)` gives correct results.
- Fix `auto_copy()` for non-data-frame input.
- Add output order preservation for filters.
- `distinct()` now preserves order in corner cases (#77, #78).
- Consistent computation of `log(0)` and `log(-1)` (#75, #76).

## Features

- Only allow constants in `mutate()` that are actually representable in duckdb (#73).
- Avoid translating `ifelse()`, support `if_else()` (#79).

## Documentation

- Separate and explain the new relational examples (@wibeasley, #84).

## Testing

- Add test that TPC-H queries can be processed.

## Chore

- Sync with dplyr 1.1.4 (#82).
- Remove `dplyr_reconstruct()` method (#48).
- Render README.
- Fix code generated by `meta_replay()`.
- Bump constructive dependency.
- Fix output order for `arrange()` in case of ties.
- Update duckdb tests.
- Only implement newer `slice_sample()`, not `sample_n()` or `sample_frac()` (#74).
- Sync generated files (#71).