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odbc crashes Rstudio if query errors #846

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RoyalTS opened this issue Sep 9, 2024 · 2 comments
Open

odbc crashes Rstudio if query errors #846

RoyalTS opened this issue Sep 9, 2024 · 2 comments

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@RoyalTS
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RoyalTS commented Sep 9, 2024

I'm getting somewhat mysterious Rstudio crashes with odbc 1.5.0 when trying to execute queries that throw errors. Valid queries are fine, as is the previous odbc version.

Install seems to go to plan:

> install.packages('odbc')
# Downloading packages -------------------------------------------------------
- Downloading odbc from CRAN ...                OK [file is up to date]
Successfully downloaded 1 package in 1.2 seconds.

The following package(s) will be installed:
- odbc [1.5.0]
These packages will be installed into "~/repos/ne-pricing-macro/renv/library/macos/R-4.4/aarch64-apple-darwin20".

Do you want to proceed? [Y/n]: y

# Installing packages --------------------------------------------------------
- Installing odbc ...                           OK [built from source and cached in 23s]
Successfully installed 1 package in 23 seconds.

but trying to execute an erroneous query predictably leads to an Rstudio crash

con <- DBI::dbConnect(
    odbc::odbc(),
    UID = '[email protected]',
    server = server,
    authenticator = 'externalbrowser',
    driver = "SnowflakeDriver"
)
DBI::dbGetQuery(con, 'SELECT does_not_exist')
Database 
> DBI::dbGetInfo(con)
$dbname
[1] ""

$dbms.name
[1] "Snowflake"

$db.version
[1] "8.33.1"

$username
[1] REDACTED

$host
[1] ""

$port
[1] ""

$sourcename
[1] ""

$servername
[1] "Snowflake"

$drivername
[1] "Snowflake"

$odbc.version
[1] "03.52"

$driver.version
[1] "2.25.12"

$odbcdriver.version
[1] "03.80"

$supports.transactions
[1] TRUE

$supports.catalogs
[1] TRUE

$supports.schema
[1] TRUE

$getdata.extensions.any_column
[1] TRUE

$getdata.extensions.any_order
[1] TRUE
Session Info 
> devtools::session_info()
─ Session info ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 setting  value
 version  R version 4.4.1 (2024-06-14)
 os       macOS Sonoma 14.6.1
 system   aarch64, darwin20
 ui       RStudio
 language (EN)
 collate  en_US.UTF-8
 ctype    en_US.UTF-8
 tz       Europe/London
 date     2024-09-09
 rstudio  2024.04.2+764 Chocolate Cosmos (desktop)
 pandoc   NA

─ Packages ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ! package       * version    date (UTC) lib source
 P arrow           17.0.0.1   2024-08-21 [?] CRAN (R 4.4.1)
 P assertthat      0.2.1      2019-03-21 [?] CRAN (R 4.4.0)
 P bit             4.0.5      2022-11-15 [?] CRAN (R 4.4.0)
 P bit64           4.0.5      2020-08-30 [?] CRAN (R 4.4.0)
 P blob            1.2.4      2023-03-17 [?] CRAN (R 4.4.0)
 P bonsai          0.3.1      2024-07-23 [?] CRAN (R 4.4.0)
 P cachem          1.1.0      2024-05-16 [?] CRAN (R 4.4.0)
 P cellranger      1.1.0      2016-07-27 [?] CRAN (R 4.4.0)
 P class           7.3-22     2023-05-03 [?] CRAN (R 4.4.1)
 P cli             3.6.3      2024-06-21 [?] CRAN (R 4.4.0)
 P codetools       0.2-20     2024-03-31 [?] CRAN (R 4.4.1)
 P colorspace      2.1-1      2024-07-26 [?] CRAN (R 4.4.0)
 P DALEX           2.4.3      2023-01-15 [?] CRAN (R 4.4.0)
 P DALEXtra        2.3.0      2023-05-26 [?] CRAN (R 4.4.0)
 P data.table      1.16.0     2024-08-27 [?] CRAN (R 4.4.1)
 P DBI             1.2.3      2024-06-02 [?] CRAN (R 4.4.0)
 P devtools        2.4.5      2022-10-11 [?] CRAN (R 4.4.0)
 P dials           1.3.0      2024-07-30 [?] CRAN (R 4.4.0)
 P DiceDesign      1.10       2023-12-07 [?] CRAN (R 4.4.0)
 P digest          0.6.37     2024-08-19 [?] CRAN (R 4.4.1)
 P doParallel      1.0.17     2022-02-07 [?] CRAN (R 4.4.0)
 P dplyr           1.1.4      2023-11-17 [?] CRAN (R 4.4.0)
 P duckdb          1.0.0-2    2024-07-19 [?] CRAN (R 4.4.0)
 P ellipsis        0.3.2      2021-04-29 [?] CRAN (R 4.4.0)
 P fansi           1.0.6      2023-12-08 [?] CRAN (R 4.4.0)
 P fastmap         1.2.0      2024-05-15 [?] CRAN (R 4.4.0)
 P forcats         1.0.0      2023-01-29 [?] CRAN (R 4.4.0)
 P foreach         1.5.2      2022-02-02 [?] CRAN (R 4.4.0)
 P fs              1.6.4      2024-04-25 [?] CRAN (R 4.4.0)
 P furrr           0.3.1      2022-08-15 [?] CRAN (R 4.4.0)
 P future          1.34.0     2024-07-29 [?] CRAN (R 4.4.0)
 P future.apply    1.11.2     2024-03-28 [?] CRAN (R 4.4.0)
 P gargle          1.5.2      2023-07-20 [?] CRAN (R 4.4.0)
 P generics        0.1.3      2022-07-05 [?] CRAN (R 4.4.0)
 P ggnewscale      0.5.0      2024-07-19 [?] CRAN (R 4.4.0)
 P ggplot2         3.5.1      2024-04-23 [?] CRAN (R 4.4.0)
 P globals         0.16.3     2024-03-08 [?] CRAN (R 4.4.0)
 P glue            1.7.0      2024-01-09 [?] CRAN (R 4.4.0)
 P googledrive     2.1.1      2023-06-11 [?] CRAN (R 4.4.0)
 P googlesheets4   1.1.1      2023-06-11 [?] CRAN (R 4.4.0)
 P gower           1.0.1      2022-12-22 [?] CRAN (R 4.4.0)
 P GPfit           1.0-8      2019-02-08 [?] CRAN (R 4.4.0)
 P gtable          0.3.5      2024-04-22 [?] CRAN (R 4.4.0)
 P hardhat         1.4.0      2024-06-02 [?] CRAN (R 4.4.0)
 P here            1.0.1      2020-12-13 [?] CRAN (R 4.4.0)
 P hms             1.1.3      2023-03-21 [?] CRAN (R 4.4.0)
 P htmltools       0.5.8.1    2024-04-04 [?] CRAN (R 4.4.0)
 P htmlwidgets     1.6.4      2023-12-06 [?] CRAN (R 4.4.0)
 P httpuv          1.6.15     2024-03-26 [?] CRAN (R 4.4.0)
 P ipred           0.9-15     2024-07-18 [?] CRAN (R 4.4.0)
 P iterators       1.0.14     2022-02-05 [?] CRAN (R 4.4.0)
 P jsonlite        1.8.8      2023-12-04 [?] CRAN (R 4.4.0)
 P knitr           1.48       2024-07-07 [?] CRAN (R 4.4.0)
 P later           1.3.2      2023-12-06 [?] CRAN (R 4.4.0)
 P lattice         0.22-6     2024-03-20 [?] CRAN (R 4.4.1)
 P lava            1.8.0      2024-03-05 [?] CRAN (R 4.4.0)
 P lhs             1.2.0      2024-06-30 [?] CRAN (R 4.4.0)
 P lifecycle       1.0.4      2023-11-07 [?] CRAN (R 4.4.0)
 P listenv         0.9.1      2024-01-29 [?] CRAN (R 4.4.0)
 P lubridate       1.9.3      2023-09-27 [?] CRAN (R 4.4.0)
 P magrittr        2.0.3      2022-03-30 [?] CRAN (R 4.4.0)
 P MASS            7.3-60.2   2024-04-26 [?] CRAN (R 4.4.1)
 P Matrix          1.7-0      2024-04-26 [?] CRAN (R 4.4.1)
 P memoise         2.0.1      2021-11-26 [?] CRAN (R 4.4.0)
 P mime            0.12       2021-09-28 [?] CRAN (R 4.4.0)
 P miniUI          0.1.1.1    2018-05-18 [?] CRAN (R 4.4.0)
 P munsell         0.5.1      2024-04-01 [?] CRAN (R 4.4.0)
 P nnet            7.3-19     2023-05-03 [?] CRAN (R 4.4.1)
 P odbc            1.5.0      2024-06-05 [?] CRAN (R 4.4.1)
 P parallelly      1.38.0     2024-07-27 [?] CRAN (R 4.4.0)
 P parsnip         1.2.1      2024-03-22 [?] CRAN (R 4.4.0)
 P pillar          1.9.0      2023-03-22 [?] CRAN (R 4.4.0)
 P pkgbuild        1.4.4      2024-03-17 [?] CRAN (R 4.4.0)
 P pkgconfig       2.0.3      2019-09-22 [?] CRAN (R 4.4.0)
 P pkgload         1.4.0      2024-06-28 [?] CRAN (R 4.4.0)
 P prodlim         2024.06.25 2024-06-24 [?] CRAN (R 4.4.0)
 P profvis         0.3.8      2023-05-02 [?] CRAN (R 4.4.0)
 P promises        1.3.0      2024-04-05 [?] CRAN (R 4.4.0)
 P purrr           1.0.2      2023-08-10 [?] CRAN (R 4.4.0)
 P R.cache         0.16.0     2022-07-21 [?] CRAN (R 4.4.0)
 P R.methodsS3     1.8.2      2022-06-13 [?] CRAN (R 4.4.0)
 P R.oo            1.26.0     2024-01-24 [?] CRAN (R 4.4.0)
 P R.utils         2.12.3     2023-11-18 [?] CRAN (R 4.4.0)
 P R6              2.5.1      2021-08-19 [?] CRAN (R 4.4.0)
 P rappdirs        0.3.3      2021-01-31 [?] CRAN (R 4.4.0)
 P Rcpp            1.0.13     2024-07-17 [?] CRAN (R 4.4.0)
 P readr           2.1.5      2024-01-10 [?] CRAN (R 4.4.0)
 P recipes         1.1.0      2024-07-04 [?] CRAN (R 4.4.0)
 P remotes         2.5.0      2024-03-17 [?] CRAN (R 4.4.0)
   renv            1.0.7      2024-04-11 [1] CRAN (R 4.4.0)
 P rlang           1.1.4      2024-06-04 [?] CRAN (R 4.4.0)
   rooar           0.1.11     2024-09-06 [1] Github (deliveroo/rooar@d90dced)
 P roxygen2        7.3.2      2024-06-28 [?] CRAN (R 4.4.0)
 P rpart           4.1.23     2023-12-05 [?] CRAN (R 4.4.1)
 P rprojroot       2.0.4      2023-11-05 [?] CRAN (R 4.4.0)
 P rsample         1.2.1      2024-03-25 [?] CRAN (R 4.4.0)
 P rstudioapi      0.16.0     2024-03-24 [?] CRAN (R 4.4.0)
 P scales          1.3.0      2023-11-28 [?] CRAN (R 4.4.0)
 P sessioninfo     1.2.2      2021-12-06 [?] CRAN (R 4.4.0)
 P shapviz         0.9.4      2024-08-20 [?] CRAN (R 4.4.1)
 P shiny           1.9.1      2024-08-01 [?] CRAN (R 4.4.0)
   shrtcts         0.1.2      2024-09-06 [1] Github (gadenbuie/shrtcts@41051cf)
   snowflaker      0.19.0     2024-09-06 [1] Github (deliveroo/snowflaker@da0721d)
 P stringi         1.8.4      2024-05-06 [?] CRAN (R 4.4.0)
 P stringr         1.5.1      2023-11-14 [?] CRAN (R 4.4.0)
 P styler          1.10.3     2024-04-07 [?] CRAN (R 4.4.0)
 P survival        3.6-4      2024-04-24 [?] CRAN (R 4.4.1)
 P tibble          3.2.1      2023-03-20 [?] CRAN (R 4.4.0)
 P tidyr           1.3.1      2024-01-24 [?] CRAN (R 4.4.0)
 P tidyselect      1.2.1      2024-03-11 [?] CRAN (R 4.4.0)
 P timechange      0.3.0      2024-01-18 [?] CRAN (R 4.4.0)
 P timeDate        4032.109   2023-12-14 [?] CRAN (R 4.4.0)
 P tune            1.2.1      2024-04-18 [?] CRAN (R 4.4.0)
 P tzdb            0.4.0      2023-05-12 [?] CRAN (R 4.4.0)
 P urlchecker      1.0.1      2021-11-30 [?] CRAN (R 4.4.0)
 P usethis         3.0.0      2024-07-29 [?] CRAN (R 4.4.0)
 P utf8            1.2.4      2023-10-22 [?] CRAN (R 4.4.0)
 P vctrs           0.6.5      2023-12-01 [?] CRAN (R 4.4.0)
 P withr           3.0.1      2024-07-31 [?] CRAN (R 4.4.0)
 P workflows       1.1.4      2024-02-19 [?] CRAN (R 4.4.0)
 P xfun            0.47       2024-08-17 [?] CRAN (R 4.4.0)
 P xgboost         1.7.8.1    2024-07-24 [?] CRAN (R 4.4.0)
 P xml2            1.3.6      2023-12-04 [?] CRAN (R 4.4.0)
 P xtable          1.8-4      2019-04-21 [?] CRAN (R 4.4.0)
 P yaml            2.3.10     2024-07-26 [?] CRAN (R 4.4.0)
 P yardstick       1.3.1      2024-03-21 [?] CRAN (R 4.4.0)

 [1] /Users/REDACTED/repos/ne-pricing-macro/renv/library/macos/R-4.4/aarch64-apple-darwin20
 [2] /Users/REDACTED/Library/Caches/org.R-project.R/R/renv/sandbox/macos/R-4.4/aarch64-apple-darwin20/f7156815

 P ── Loaded and on-disk path mismatch.
@detule
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Collaborator

detule commented Sep 9, 2024

Hi:

Thanks for the report. I am, however, unable to reproduce with both:

  • Linux + Rstudio server; as well as
  • MacOS + Rstudio desktop (x86_64)

Here's my environment for the second:

R version 4.3.2 (2023-10-31)
Platform: x86_64-apple-darwin20 (64-bit)
Running under: macOS Sonoma 14.6.1

Matrix products: default
BLAS:   /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib 
LAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

time zone: America/New_York
tzcode source: internal

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] odbc_1.5.0

loaded via a namespace (and not attached):
 [1] bit_4.0.5       compiler_4.3.2  cli_3.6.1       hms_1.1.3       DBI_1.1.3       tools_4.3.2     Rcpp_1.0.11     bit64_4.0.5     vctrs_0.6.4     blob_1.2.4     
[11] lifecycle_1.0.4 pkgconfig_2.0.3 rlang_1.1.2

And my connection:


> conn@info
$dbname
[1] "SNOWFLAKE_SAMPLE_DATA"

$dbms.name
[1] "Snowflake"

$db.version
[1] "8.33.1"

<...snip...>

$sourcename
[1] "snowflake_db"

$servername
[1] "Snowflake"

$drivername
[1] "Snowflake"

$odbc.version
[1] "03.52"

$driver.version
[1] "3.1.1"

$odbcdriver.version
[1] "03.80"

$supports.transactions
[1] TRUE

$supports.catalogs
[1] TRUE

$supports.schema
[1] TRUE

$getdata.extensions.any_column
[1] TRUE

$getdata.extensions.any_order
[1] TRUE

Can you try:

  • Updating your odbc driver? Seems like I am using a newer version.
  • One of the big changes in 1.5.0 was related to interruptible execution. Can you try establishing your connection with the interruptibleExecution argument set to false? I have a feeling this will fix your issue. We'll still need to understand if it's a consequence of the driver mismatch or perhaps related to the different ARCH.

@RoyalTS
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Author

RoyalTS commented Sep 18, 2024

Bumped the ODBC driver, tried the interruptible=FALSE argument. Still no dice. It still crashes:

con <- DBI::dbConnect(
  odbc::snowflake(),
    UID = '[email protected]',
    server = server,
    authenticator = 'externalbrowser',
    driver = "SnowflakeDriver"
    interruptible=FALSE
)
DBI::dbGetQuery(con, 'SELECT lkas')
Database 
> DBI::dbGetInfo(con)
$dbname
[1] ""

$dbms.name
[1] "Snowflake"

$db.version
[1] "8.34.0"

$username
[1] "[email protected]"

$host
[1] ""

$port
[1] ""

$sourcename
[1] ""

$servername
[1] "Snowflake"

$drivername
[1] "Snowflake"

$odbc.version
[1] "03.52"

$driver.version
[1] "3.4.1"

$odbcdriver.version
[1] "03.80"

$supports.transactions
[1] TRUE

$supports.catalogs
[1] TRUE

$supports.schema
[1] TRUE

$getdata.extensions.any_column
[1] TRUE

$getdata.extensions.any_order
[1] TRUE
Session Info 
> devtools::session_info()
─ Session info ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 setting  value
 version  R version 4.4.1 (2024-06-14)
 os       macOS Sonoma 14.6.1
 system   aarch64, darwin20
 ui       RStudio
 language (EN)
 collate  en_US.UTF-8
 ctype    en_US.UTF-8
 tz       Europe/London
 date     2024-09-18
 rstudio  2024.04.2+764 Chocolate Cosmos (desktop)
 pandoc   NA

─ Packages ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
 ! package      * version    date (UTC) lib source
 P arrow          17.0.0.1   2024-08-21 [?] CRAN (R 4.4.1)
 P assertthat     0.2.1      2019-03-21 [?] CRAN (R 4.4.0)
 P bit            4.0.5      2022-11-15 [?] CRAN (R 4.4.0)
 P bit64          4.0.5      2020-08-30 [?] CRAN (R 4.4.0)
 P blob           1.2.4      2023-03-17 [?] CRAN (R 4.4.0)
 P bonsai         0.3.1      2024-07-23 [?] CRAN (R 4.4.0)
 P cachem         1.1.0      2024-05-16 [?] CRAN (R 4.4.0)
 P class          7.3-22     2023-05-03 [?] CRAN (R 4.4.1)
 P cli            3.6.3      2024-06-21 [?] CRAN (R 4.4.0)
 P codetools      0.2-20     2024-03-31 [?] CRAN (R 4.4.1)
 P colorspace     2.1-1      2024-07-26 [?] CRAN (R 4.4.0)
 P DALEX          2.4.3      2023-01-15 [?] CRAN (R 4.4.0)
 P DALEXtra       2.3.0      2023-05-26 [?] CRAN (R 4.4.0)
 P data.table     1.16.0     2024-08-27 [?] CRAN (R 4.4.1)
 P DBI            1.2.3      2024-06-02 [?] CRAN (R 4.4.0)
 P devtools       2.4.5      2022-10-11 [?] CRAN (R 4.4.0)
 P dials          1.3.0      2024-07-30 [?] CRAN (R 4.4.0)
 P DiceDesign     1.10       2023-12-07 [?] CRAN (R 4.4.0)
 P digest         0.6.37     2024-08-19 [?] CRAN (R 4.4.1)
 P doParallel     1.0.17     2022-02-07 [?] CRAN (R 4.4.0)
 P dplyr          1.1.4      2023-11-17 [?] CRAN (R 4.4.0)
 P duckdb         1.0.0-2    2024-07-19 [?] CRAN (R 4.4.0)
 P ellipsis       0.3.2      2021-04-29 [?] CRAN (R 4.4.0)
 P fansi          1.0.6      2023-12-08 [?] CRAN (R 4.4.0)
 P fastmap        1.2.0      2024-05-15 [?] CRAN (R 4.4.0)
 P foreach        1.5.2      2022-02-02 [?] CRAN (R 4.4.0)
 P fs             1.6.4      2024-04-25 [?] CRAN (R 4.4.0)
 P furrr          0.3.1      2022-08-15 [?] CRAN (R 4.4.0)
 P future         1.34.0     2024-07-29 [?] CRAN (R 4.4.0)
 P future.apply   1.11.2     2024-03-28 [?] CRAN (R 4.4.0)
 P generics       0.1.3      2022-07-05 [?] CRAN (R 4.4.0)
 P ggh4x          0.2.8      2024-01-23 [?] CRAN (R 4.4.0)
 P ggplot2        3.5.1      2024-04-23 [?] CRAN (R 4.4.0)
 P ggrepel        0.9.5      2024-01-10 [?] CRAN (R 4.4.0)
 P globals        0.16.3     2024-03-08 [?] CRAN (R 4.4.0)
 P glue           1.7.0      2024-01-09 [?] CRAN (R 4.4.0)
 P gower          1.0.1      2022-12-22 [?] CRAN (R 4.4.0)
 P GPfit          1.0-8      2019-02-08 [?] CRAN (R 4.4.0)
 P gtable         0.3.5      2024-04-22 [?] CRAN (R 4.4.0)
 P hardhat        1.4.0      2024-06-02 [?] CRAN (R 4.4.0)
 P here           1.0.1      2020-12-13 [?] CRAN (R 4.4.0)
 P hms            1.1.3      2023-03-21 [?] CRAN (R 4.4.0)
 P htmltools      0.5.8.1    2024-04-04 [?] CRAN (R 4.4.0)
 P htmlwidgets    1.6.4      2023-12-06 [?] CRAN (R 4.4.0)
 P httpuv         1.6.15     2024-03-26 [?] CRAN (R 4.4.0)
 P ipred          0.9-15     2024-07-18 [?] CRAN (R 4.4.0)
 P iterators      1.0.14     2022-02-05 [?] CRAN (R 4.4.0)
 P jsonlite       1.8.8      2023-12-04 [?] CRAN (R 4.4.0)
 P knitr          1.48       2024-07-07 [?] CRAN (R 4.4.0)
 P later          1.3.2      2023-12-06 [?] CRAN (R 4.4.0)
 P lattice        0.22-6     2024-03-20 [?] CRAN (R 4.4.1)
 P lava           1.8.0      2024-03-05 [?] CRAN (R 4.4.0)
 P lhs            1.2.0      2024-06-30 [?] CRAN (R 4.4.0)
 P lifecycle      1.0.4      2023-11-07 [?] CRAN (R 4.4.0)
 P lightgbm       4.5.0      2024-07-26 [?] CRAN (R 4.4.0)
 P listenv        0.9.1      2024-01-29 [?] CRAN (R 4.4.0)
 P lubridate      1.9.3      2023-09-27 [?] CRAN (R 4.4.0)
 P magrittr       2.0.3      2022-03-30 [?] CRAN (R 4.4.0)
 P MASS           7.3-60.2   2024-04-26 [?] CRAN (R 4.4.1)
 P Matrix         1.7-0      2024-04-26 [?] CRAN (R 4.4.1)
 P memoise        2.0.1      2021-11-26 [?] CRAN (R 4.4.0)
 P mime           0.12       2021-09-28 [?] CRAN (R 4.4.0)
 P miniUI         0.1.1.1    2018-05-18 [?] CRAN (R 4.4.0)
 P munsell        0.5.1      2024-04-01 [?] CRAN (R 4.4.0)
 P nnet           7.3-19     2023-05-03 [?] CRAN (R 4.4.1)
 P odbc           1.5.0      2024-06-05 [?] CRAN (R 4.4.1)
 P parallelly     1.38.0     2024-07-27 [?] CRAN (R 4.4.0)
 P parsnip        1.2.1      2024-03-22 [?] CRAN (R 4.4.0)
 P pillar         1.9.0      2023-03-22 [?] CRAN (R 4.4.0)
 P pkgbuild       1.4.4      2024-03-17 [?] CRAN (R 4.4.0)
 P pkgconfig      2.0.3      2019-09-22 [?] CRAN (R 4.4.0)
 P pkgload        1.4.0      2024-06-28 [?] CRAN (R 4.4.0)
 P prodlim        2024.06.25 2024-06-24 [?] CRAN (R 4.4.0)
 P profvis        0.3.8      2023-05-02 [?] CRAN (R 4.4.0)
 P promises       1.3.0      2024-04-05 [?] CRAN (R 4.4.0)
 P purrr          1.0.2      2023-08-10 [?] CRAN (R 4.4.0)
 P R6             2.5.1      2021-08-19 [?] CRAN (R 4.4.0)
 P rappdirs       0.3.3      2021-01-31 [?] CRAN (R 4.4.0)
 P Rcpp           1.0.13     2024-07-17 [?] CRAN (R 4.4.0)
 P recipes        1.1.0      2024-07-04 [?] CRAN (R 4.4.0)
 P remotes        2.5.0      2024-03-17 [?] CRAN (R 4.4.0)
   renv           1.0.7      2024-04-11 [1] CRAN (R 4.4.0)
 P rlang          1.1.4      2024-06-04 [?] CRAN (R 4.4.0)
 P roxygen2       7.3.2      2024-06-28 [?] CRAN (R 4.4.0)
 P rpart          4.1.23     2023-12-05 [?] CRAN (R 4.4.1)
 P rprojroot      2.0.4      2023-11-05 [?] CRAN (R 4.4.0)
 P rsample        1.2.1      2024-03-25 [?] CRAN (R 4.4.0)
 P rstudioapi     0.16.0     2024-03-24 [?] CRAN (R 4.4.0)
 P scales         1.3.0      2023-11-28 [?] CRAN (R 4.4.0)
 P sessioninfo    1.2.2      2021-12-06 [?] CRAN (R 4.4.0)
 P shapviz        0.9.4      2024-08-20 [?] CRAN (R 4.4.1)
 P shiny          1.9.1      2024-08-01 [?] CRAN (R 4.4.0)
   shrtcts        0.1.2      2024-09-06 [1] Github (gadenbuie/shrtcts@41051cf)
   snowflaker     0.20.1     2024-09-12 [1] local
 P stringi        1.8.4      2024-05-06 [?] CRAN (R 4.4.0)
 P stringr        1.5.1      2023-11-14 [?] CRAN (R 4.4.0)
 P survival       3.6-4      2024-04-24 [?] CRAN (R 4.4.1)
 P tibble         3.2.1      2023-03-20 [?] CRAN (R 4.4.0)
 P tidyr          1.3.1      2024-01-24 [?] CRAN (R 4.4.0)
 P tidyselect     1.2.1      2024-03-11 [?] CRAN (R 4.4.0)
 P timechange     0.3.0      2024-01-18 [?] CRAN (R 4.4.0)
 P timeDate       4032.109   2023-12-14 [?] CRAN (R 4.4.0)
 P tune           1.2.1      2024-04-18 [?] CRAN (R 4.4.0)
 P urlchecker     1.0.1      2021-11-30 [?] CRAN (R 4.4.0)
 P usethis        3.0.0      2024-07-29 [?] CRAN (R 4.4.0)
 P utf8           1.2.4      2023-10-22 [?] CRAN (R 4.4.0)
 P vctrs          0.6.5      2023-12-01 [?] CRAN (R 4.4.0)
 P withr          3.0.1      2024-07-31 [?] CRAN (R 4.4.0)
 P workflows      1.1.4      2024-02-19 [?] CRAN (R 4.4.0)
 P xfun           0.47       2024-08-17 [?] CRAN (R 4.4.0)
 P xgboost        1.7.8.1    2024-07-24 [?] CRAN (R 4.4.0)
 P xml2           1.3.6      2023-12-04 [?] CRAN (R 4.4.0)
 P xtable         1.8-4      2019-04-21 [?] CRAN (R 4.4.0)
 P yaml           2.3.10     2024-07-26 [?] CRAN (R 4.4.0)
 P yardstick      1.3.1      2024-03-21 [?] CRAN (R 4.4.0)

 [1] /Users/tobiasschmidt/repos/ne-pricing-macro/renv/library/macos/R-4.4/aarch64-apple-darwin20
 [2] /Users/tobiasschmidt/Library/Caches/org.R-project.R/R/renv/sandbox/macos/R-4.4/aarch64-apple-darwin20/f7156815

 P ── Loaded and on-disk path mismatch.

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