Basic REDCapR Operations
-2024-11-03
+2024-11-06
Source:vignettes/BasicREDCapROperations.Rmd
BasicREDCapROperations.RmdRead all records and fields
# Return all records and all variables.
ds_all_rows_all_fields <- redcap_read(redcap_uri = uri, token = token)$data
-#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.3 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:38.028851.
+#> Starting to read 5 records at 2024-11-06 13:23:40.899079.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
ds_all_rows_all_fields # Inspect the returned dataset
@@ -144,13 +144,13 @@ Read a subset of the records= token,
records = desired_records
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 2 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 2 records at 2024-11-03 22:05:39.924023.
+#> Starting to read 2 records at 2024-11-06 13:23:42.975089.
#> Reading batch 1 of 1, with subjects 1 through 3 (ie, 2 unique subject records).
#> 2 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
# Return all records and all variables.
ds_all_rows_all_fields <- redcap_read(redcap_uri = uri, token = token)$data
-#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.3 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:38.028851.
+#> Starting to read 5 records at 2024-11-06 13:23:40.899079.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
ds_all_rows_all_fields # Inspect the returned dataset
@@ -144,13 +144,13 @@ Read a subset of the records= token,
records = desired_records
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 2 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 2 records at 2024-11-03 22:05:39.924023.
+#> Starting to read 2 records at 2024-11-06 13:23:42.975089.
#> Reading batch 1 of 1, with subjects 1 through 3 (ie, 2 unique subject records).
#> 2 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
Read a subset of the fields= token,
fields = desired_fields
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 1.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:41.647573.
+#> Starting to read 5 records at 2024-11-06 13:23:46.113915.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 3 columns were read from REDCap in 0.2 seconds. The http status code was 200.
@@ -209,13 +209,13 @@ Re
token = token,
fields = desired_fields_v3
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:43.184991.
+#> Starting to read 5 records at 2024-11-06 13:23:48.200291.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 3 columns were read from REDCap in 0.2 seconds. The http status code was 200.
@@ -246,13 +246,13 @@ Re
token = token,
records = desired_records_v3
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 2 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 2 records at 2024-11-03 22:05:44.776423.
+#> Starting to read 2 records at 2024-11-06 13:23:50.185887.
#> Reading batch 1 of 1, with subjects 3 through 5 (ie, 2 unique subject records).
#> 2 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
@@ -301,13 +301,13 @@ Additional Returned Information token = token,
fields = desired_fields
)
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:46.37715.
+#> Starting to read 5 records at 2024-11-06 13:23:52.169352.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 3 columns were read from REDCap in 0.2 seconds. The http status code was 200.
all_information #Inspect the additional information
@@ -352,7 +352,7 @@ Additional Returned Information#> [1] NA
#>
#> $elapsed_seconds
-#> [1] 1.564204
+#> [1] 1.893903
@@ -373,7 +373,7 @@ Session Information#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz UTC
-#> date 2024-11-03
+#> date 2024-11-06
#> pandoc 3.1.11 @ /usr/local/bin/ (via rmarkdown)
#>
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@@ -387,7 +387,7 @@ Session Information#> cli 3.6.3 2024-06-21 [1] CRAN (R 4.4.0)
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-#> curl 5.2.3 2024-09-20 [1] CRAN (R 4.4.1)
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#> ragg 1.3.3 2024-09-11 [1] CRAN (R 4.4.1)
#> readr 2.1.5 2024-01-10 [1] CRAN (R 4.4.0)
-#> REDCapR * 1.3.0.9000 2024-11-03 [1] local
+#> REDCapR * 1.3.0.9000 2024-11-06 [1] local
#> rlang 1.1.4 2024-06-04 [1] CRAN (R 4.4.0)
-#> rmarkdown 2.28 2024-08-17 [1] CRAN (R 4.4.0)
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@@ -441,7 +441,7 @@ Session Information#> [2] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library
#>
#> ──────────────────────────────────────────────────────────────────────────────
-Report rendered by runner at 2024-11-03, 22:05 +0000 in 11
+
Report rendered by runner at 2024-11-06, 13:23 +0000 in 14
seconds.
Re
token = token,
records = desired_records_v3
)$data
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 2 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 2 records at 2024-11-03 22:05:44.776423.
+#> Starting to read 2 records at 2024-11-06 13:23:50.185887.
#> Reading batch 1 of 1, with subjects 3 through 5 (ie, 2 unique subject records).
#> 2 records and 25 columns were read from REDCap in 0.2 seconds. The http status code was 200.
@@ -301,13 +301,13 @@ Additional Returned Information token = token,
fields = desired_fields
)
-#> 24 variable metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> The data dictionary describing 17 fields was read from REDCap in 0.1 seconds. The http status code was 200.
-#> 3 instrument metadata records were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 1 rows were read from REDCap in 0.1 seconds. The http status code was 200.
-#> 2 data access groups were read from REDCap in 0.1 seconds. The http status code was 200.
+#> 24 variable metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> The data dictionary describing 17 fields was read from REDCap in 0.2 seconds. The http status code was 200.
+#> 3 instrument metadata records were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 1 rows were read from REDCap in 0.2 seconds. The http status code was 200.
+#> 2 data access groups were read from REDCap in 0.2 seconds. The http status code was 200.
#> 5 records and 1 columns were read from REDCap in 0.2 seconds. The http status code was 200.
-#> Starting to read 5 records at 2024-11-03 22:05:46.37715.
+#> Starting to read 5 records at 2024-11-06 13:23:52.169352.
#> Reading batch 1 of 1, with subjects 1 through 5 (ie, 5 unique subject records).
#> 5 records and 3 columns were read from REDCap in 0.2 seconds. The http status code was 200.
all_information #Inspect the additional information
@@ -352,7 +352,7 @@ Additional Returned Information#> [1] NA
#>
#> $elapsed_seconds
-#> [1] 1.564204
+#> [1] 1.893903
@@ -373,7 +373,7 @@ Session Information#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz UTC
-#> date 2024-11-03
+#> date 2024-11-06
#> pandoc 3.1.11 @ /usr/local/bin/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
@@ -387,7 +387,7 @@ Session Information#> cli 3.6.3 2024-06-21 [1] CRAN (R 4.4.0)
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-#> REDCapR * 1.3.0.9000 2024-11-03 [1] local
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#> rlang 1.1.4 2024-06-04 [1] CRAN (R 4.4.0)
-#> rmarkdown 2.28 2024-08-17 [1] CRAN (R 4.4.0)
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-Report rendered by runner at 2024-11-03, 22:05 +0000 in 11
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seconds.
Additional Returned Information#> [1] NA
#>
#> $elapsed_seconds
-#> [1] 1.564204
+#> [1] 1.893903
@@ -373,7 +373,7 @@ Session Information#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz UTC
-#> date 2024-11-03
+#> date 2024-11-06
#> pandoc 3.1.11 @ /usr/local/bin/ (via rmarkdown)
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Session Information#> collate en_US.UTF-8
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#> sass 0.4.9 2024-03-15 [1] CRAN (R 4.4.0)
#> scales 1.3.0 2023-11-28 [1] CRAN (R 4.4.0)
@@ -441,7 +441,7 @@ Session Information#> [2] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library
#>
#> ──────────────────────────────────────────────────────────────────────────────
-Report rendered by runner at 2024-11-03, 22:05 +0000 in 11
+
Report rendered by runner at 2024-11-06, 13:23 +0000 in 14
seconds.
Report rendered by runner at 2024-11-03, 22:05 +0000 in 11 +
Report rendered by runner at 2024-11-06, 13:23 +0000 in 14 seconds.