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bugan unexpected problem or unintended behavioran unexpected problem or unintended behaviorfunc trans 🌍Translation of individual functions to SQLTranslation of individual functions to SQL
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Description
filter() has an inconsistent behavior when applied to a database or a data.frame. Ideally, I would expect the same behavior.
Details
For a database (ie sql query) filter() sends the names of the named vector, resulting in an error. filter() does not result in an error for a data.frame and returns the expected output.library('dplyr')
#>
#> Attachement du package : 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
library('datasets')
con <- DBI::dbConnect(RSQLite::SQLite(), ":memory:")
copy_to(con, mtcars)
cyl_id <- mtcars %>%
filter(carb ==1) %>%
select(cyl) %>%
unlist
## With df:
mtcars %>%
filter(cyl %in% cyl_id)
#> mpg cyl disp hp drat wt qsec vs am gear carb
#> 1 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
#> 2 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
#> 3 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
#> 4 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1
#> 5 18.1 6 225.0 105 2.76 3.460 20.22 1 0 3 1
#> 6 24.4 4 146.7 62 3.69 3.190 20.00 1 0 4 2
#> 7 22.8 4 140.8 95 3.92 3.150 22.90 1 0 4 2
#> 8 19.2 6 167.6 123 3.92 3.440 18.30 1 0 4 4
#> 9 17.8 6 167.6 123 3.92 3.440 18.90 1 0 4 4
#> 10 32.4 4 78.7 66 4.08 2.200 19.47 1 1 4 1
#> 11 30.4 4 75.7 52 4.93 1.615 18.52 1 1 4 2
#> 12 33.9 4 71.1 65 4.22 1.835 19.90 1 1 4 1
#> 13 21.5 4 120.1 97 3.70 2.465 20.01 1 0 3 1
#> 14 27.3 4 79.0 66 4.08 1.935 18.90 1 1 4 1
#> 15 26.0 4 120.3 91 4.43 2.140 16.70 0 1 5 2
#> 16 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2
#> 17 19.7 6 145.0 175 3.62 2.770 15.50 0 1 5 6
#> 18 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2
## With db:
mtcars2 <- tbl(con, "mtcars")
mtcars2 %>%
filter(cyl %in% cyl_id)
#> Error in result_create(conn@ptr, statement): near "AS": syntax error
# Fix:
cyl_id2 <- mtcars %>%
filter(carb ==1) %>%
select(cyl) %>%
unlist(., use.names = FALSE)
mtcars2 %>%
filter(cyl %in% cyl_id2)
#> # Source: lazy query [?? x 11]
#> # Database: sqlite 3.22.0 [:memory:]
#> mpg cyl disp hp drat wt qsec vs am gear carb
#> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 21 6 160 110 3.9 2.62 16.5 0 1 4 4
#> 2 21 6 160 110 3.9 2.88 17.0 0 1 4 4
#> 3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1
#> 4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1
#> 5 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1
#> 6 24.4 4 147. 62 3.69 3.19 20 1 0 4 2
#> 7 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2
#> 8 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4
#> 9 17.8 6 168. 123 3.92 3.44 18.9 1 0 4 4
#> 10 32.4 4 78.7 66 4.08 2.2 19.5 1 1 4 1
#> # … with more rows
# Because the sql request send names and the values:
my_query <- mtcars2 %>%
filter(cyl %in% cyl_id)
my_query %>% show_query
#> <SQL>
#> SELECT *
#> FROM `mtcars`
#> WHERE (`cyl` IN (4.0 AS "cyl1", 6.0 AS "cyl2", 6.0 AS "cyl3", 4.0 AS "cyl4", 4.0 AS "cyl5", 4.0 AS "cyl6", 4.0 AS "cyl7"))
Created on 2019-03-22 by the [reprex package](http://reprex.tidyverse.org) (v0.2.0.9000).Thank you very much for this package (and the others)!
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bugan unexpected problem or unintended behavioran unexpected problem or unintended behaviorfunc trans 🌍Translation of individual functions to SQLTranslation of individual functions to SQL