dbplyr | Database backend for dplyr | Database library
kandi X-RAY | dbplyr Summary
kandi X-RAY | dbplyr Summary
dbplyr is the database backend for dplyr. It allows you to use remote database tables as if they are in-memory data frames by automatically converting dplyr code into SQL. To learn more about why you might use dbplyr instead of writing SQL, see vignette("sql"). To learn more about the details of the SQL translation, see vignette("translation-verb") and vignette("translation-function").
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Trending Discussions on dbplyr
QUESTION
I have a function built with an R6class and was wondering the best way to pass devtools::check()
is. Currently this repex gives the note
ANSWER
Answered 2021-Jun-08 at 18:12Solution with a dummy self <- NA
definition.
QUESTION
I'm pulling data from a number of different tables and joining them to a base table as shown below:
...ANSWER
Answered 2021-May-22 at 03:53I am guessing that instead of seeing tidy SQL queries that look like:
QUESTION
I have a dataframe with dates that will be changing as some column names. I want this added on to the end as a new column. I need a count of the number in each row that is NA
. I'd ideally like to do this in dplyr
, and it's originally coming from a SQL server so I'm using dbplyr
as the beginning of the dataframe. Reproduction of the DF is below.
ANSWER
Answered 2021-May-21 at 20:43FYI, your reproducible example is a grouped dataframe, that's why I passed it to ungroup
first. If it weren't a grouped dataframe then you do not need that pipe.
QUESTION
I have a JDBC connection and would like to query data from one schema and save to another
...ANSWER
Answered 2021-May-17 at 21:36I do this using dbExecute
from the DBI
package.
The key idea is to extract the query that defines the current remote table and make this a sub-query in a larger SQL query that writes the table. This requires that (1) the schema exists, (2) you have permission to write new tables, and (3) you know the correct SQL syntax.
Doing this directly might look like:
QUESTION
I am trying to use pool
to connect to my DuckDB/SQLite database .
ANSWER
Answered 2021-May-10 at 10:47I experienced the same issue and it seems to be an incompatibility between the pool
and dbplyr
version.
For version of pool
0.1.5
and up you need to used dbplyr
version 2.0.0
and up.
If you use lower version of dbplyr
e.g. 1.4.4
you need to downgrade your pool
to e.g. 0.1.4.3
QUESTION
The example below is a simple one which tries to assert the column y is always positive (y>0). How can I extract the errored data (row 3 with the negative value,into a dataframe maybe, or any convenient object) while allowing the workflow to continue with "cleaned" data?
...ANSWER
Answered 2021-Apr-12 at 09:23This is tricky, and the answer below doesn't solve this 100%. Now there are a number of different ways assertr lets you handle errors/stops, just see ?error_stop (which is the default).
You need to not only filter out rows that fail, but also collect them (all) for later inspection.
Below I wrote my own error handler. It fetches those rows that fail, filter them away, and stores them in the global environment under the varibale my.failed.rows
.
QUESTION
How can I group using a dynamic variable(s) name(s) ?
My example : Try to group on Species
column knowing it is in the grouping_variable
var ?
ANSWER
Answered 2021-Apr-13 at 19:51So, for dplyr version 1.0.3 it is working perfectly fine.
QUESTION
I'm trying to use a textual input to filter a postgre table in a shiny dashboard. I need to filter a certain column that is selected from a selectinput. Problem is that column names of the table start with "_" i.e. "_7_track", so I have a lot of trouble with the correct expression.
that's my server code
...ANSWER
Answered 2021-Apr-02 at 14:27I think that wrapping your paste0(...)
in !!sym()
will work. I'd try:
QUESTION
I connected R to SQL using the following:
...ANSWER
Answered 2021-Mar-26 at 17:44You could use DBI::Id
to specify the table/schema, and then dbReadTable
:
QUESTION
here is how I ran some SQL queries by dbplyr
...ANSWER
Answered 2021-Mar-25 at 07:08Well, actually I still don't get a satisfying solution. What I exactly wanted to do is to drop containing NA rows in R environment without typing an SQL query, I think dbplyr
doesn't support this function yet.
Then I wrote a little and simple code to make my wish come true;
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