From 273e3e580d59ba4b697bff18c198f693b62ef3d9 Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 11:04:47 -0700 Subject: [PATCH 1/7] More arrow experimentation --- scratch/arrow.R | 77 +++++++++++++++++++++++++------------------------ 1 file changed, 39 insertions(+), 38 deletions(-) diff --git a/scratch/arrow.R b/scratch/arrow.R index 20faec3..0f0174b 100644 --- a/scratch/arrow.R +++ b/scratch/arrow.R @@ -1,22 +1,18 @@ library(arrow) library(dplyr) - -f <- "~/Desktop/foo.csv" -f2 <- "~/Desktop/foobar.csv" - -download.file("https://github.com/bcgov/rems/raw/master/tests/testthat/test_historic.csv", - destfile = f2) +# +# f <- "~/Desktop/foo.csv" +# f2 <- "~/Desktop/foobar.csv" +# +# download.file("https://github.com/bcgov/rems/raw/master/tests/testthat/test_historic.csv", +# destfile = f) # simple out of the box open: EMS_ID all NA -arrow::open_dataset(f, format = "csv") |> - head() |> - collect() - - +tictoc::tic() # try with setting the schema: schema <- schema(EMS_ID = string(), MONITORING_LOCATION = string(), LATITUDE = float64(), - LONGITUDE = float64(), LOCATION_TYPE = string(), COLLECTION_START = timestamp("s", timezone = "UTC"), - COLLECTION_END = timestamp("s", timezone = "UTC"), LOCATION_PURPOSE = string(), PERMIT = string(), + LONGITUDE = float64(), LOCATION_TYPE = string(), COLLECTION_START = timestamp("s"), + COLLECTION_END = timestamp("s"), LOCATION_PURPOSE = string(), PERMIT = string(), PERMIT_RELATIONSHIP = string(), DISCHARGE_TO = string(), REQUISITION_ID = string(), SAMPLING_AGENCY = string(), ANALYZING_AGENCY = string(), COLLECTION_METHOD = string(), SAMPLE_CLASS = string(), SAMPLE_STATE = string(), SAMPLE_DESCRIPTOR = string(), @@ -38,29 +34,34 @@ schema <- schema(EMS_ID = string(), MONITORING_LOCATION = string(), LATITUDE = f ) # EMS_ID still all NA -arrow::open_dataset(f, - format = FileFormat$create("csv", timestamp_parsers = "%Y%m%d%H%M%S"), - schema = schema) |> - head() |> - collect() - -# EMS_ID skip first row with and set names -ds <- arrow::open_dataset("~/Desktop/ems_hist.csv", - format = FileFormat$create("csv", skip_rows = 1, column_names = names(schema), timestamp_parsers = "%Y%m%d%H%M%S"), - schema = schema) - -ems_id_summary <- ds |> - group_by(EMS_ID) |> - summarise(n = n()) |> - collect() - -ds |> group_by(PARAMETER_CODE) |> - write_dataset("~/Desktop/ems_parquet/") - -library(arrow) -library(dplyr) -writeLines('\xef\xbb\xbfa,b\n1,2\n', con = "testfile.csv") +arrow::open_csv_dataset( + # f, + "ems_sample_results_historic_expanded.csv", + schema = schema, + col_names = names(schema), + skip = 1, + timestamp_parsers = "%Y%m%d%H%M%S" +) |> + # mutate( + # COLLECTION_START = force_tz(COLLECTION_START, "UTC"), + # COLLECTION_END = force_tz(COLLECTION_END, "UTC") + # ) |> + write_dataset( + "~/Desktop/ems-parquet", + format = "parquet" #, + # partitioning = "PARAMETER_CODE" + ) +tictoc::toc() -read_csv_arrow("testfile.csv") -open_dataset("testfile.csv", format = "csv") |> - collect() +tictoc::tic() +arrow::open_dataset("~/Desktop/ems-parquet/") |> + mutate( + COLLECTION_START = force_tz(COLLECTION_START, "UTC"), + COLLECTION_END = force_tz(COLLECTION_END, "UTC") + ) |> + write_dataset( + "~/Desktop/ems-parquet-2", + format = "parquet", + partitioning = "PARAMETER_CODE" + ) +tictoc::toc() From 487e83a57a6147eaabdbb302105896153754da3a Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 12:21:05 -0700 Subject: [PATCH 2/7] More arrow <-> duckdb testing --- scratch/arrow.R | 128 +++++++++++++++++++++++++++++++----------------- 1 file changed, 82 insertions(+), 46 deletions(-) diff --git a/scratch/arrow.R b/scratch/arrow.R index 0f0174b..523c7eb 100644 --- a/scratch/arrow.R +++ b/scratch/arrow.R @@ -1,67 +1,103 @@ library(arrow) +library(duckdb) library(dplyr) # -# f <- "~/Desktop/foo.csv" -# f2 <- "~/Desktop/foobar.csv" -# -# download.file("https://github.com/bcgov/rems/raw/master/tests/testthat/test_historic.csv", -# destfile = f) +f <- "~/Desktop/foo.csv" +tmp_arrow <- "~/Desktop/tmp-arrow" +unlink(tmp_arrow, recursive = TRUE) + +download.file("https://github.com/bcgov/rems/raw/master/tests/testthat/test_historic.csv", + destfile = f) -# simple out of the box open: EMS_ID all NA tictoc::tic() # try with setting the schema: -schema <- schema(EMS_ID = string(), MONITORING_LOCATION = string(), LATITUDE = float64(), - LONGITUDE = float64(), LOCATION_TYPE = string(), COLLECTION_START = timestamp("s"), - COLLECTION_END = timestamp("s"), LOCATION_PURPOSE = string(), PERMIT = string(), - PERMIT_RELATIONSHIP = string(), DISCHARGE_TO = string(), REQUISITION_ID = string(), - SAMPLING_AGENCY = string(), ANALYZING_AGENCY = string(), COLLECTION_METHOD = string(), - SAMPLE_CLASS = string(), SAMPLE_STATE = string(), SAMPLE_DESCRIPTOR = string(), - PARAMETER_CODE = string(), PARAMETER = string(), ANALYTICAL_METHOD_CODE = string(), - ANALYTICAL_METHOD = string(), RESULT_LETTER = string(), RESULT = float64(), - UNIT = string(), METHOD_DETECTION_LIMIT = float64(), MDL_UNIT = string(), - QA_INDEX_CODE = string(), UPPER_DEPTH = float64(), LOWER_DEPTH = float64(), - TIDE = string(), AIR_FILTER_SIZE = float64(), AIR_FLOW_VOLUME = float64(), - FLOW_UNIT = string(), COMPOSITE_ITEMS = float64(), CONTINUOUS_AVERAGE = float64(), - CONTINUOUS_MAXIMUM = float64(), CONTINUOUS_MINIMUM = float64(), - CONTINUOUS_UNIT_CODE = string(), CONTINUOUS_DURATION = float64(), - CONTINUOUS_DURATION_UNIT = string(), CONTINUOUS_DATA_POINTS = float64(), - TISSUE_TYPE = string(), SAMPLE_SPECIES = string(), SEX = string(), - LIFE_STAGE = string(), BIO_SAMPLE_VOLUME = float64(), VOLUME_UNIT = string(), - BIO_SAMPLE_AREA = float64(), AREA_UNIT = string(), BIO_SIZE_FROM = float64(), - BIO_SIZE_TO = float64(), SIZE_UNIT = string(), BIO_SAMPLE_WEIGHT = float64(), - WEIGHT_UNIT = string(), BIO_SAMPLE_WEIGHT_FROM = float64(), BIO_SAMPLE_WEIGHT_TO = float64(), - WEIGHT_UNIT_1 = string(), SPECIES = string(), RESULT_LIFE_STAGE = string() +schema <- schema( + EMS_ID = string(), + MONITORING_LOCATION = string(), + LATITUDE = float64(), + LONGITUDE = float64(), + LOCATION_TYPE = string(), + COLLECTION_START = timestamp("s"), + COLLECTION_END = timestamp("s"), + LOCATION_PURPOSE = string(), + PERMIT = string(), + PERMIT_RELATIONSHIP = string(), + DISCHARGE_TO = string(), + REQUISITION_ID = string(), + SAMPLING_AGENCY = string(), + ANALYZING_AGENCY = string(), + COLLECTION_METHOD = string(), + SAMPLE_CLASS = string(), + SAMPLE_STATE = string(), + SAMPLE_DESCRIPTOR = string(), + PARAMETER_CODE = string(), + PARAMETER = string(), + ANALYTICAL_METHOD_CODE = string(), + ANALYTICAL_METHOD = string(), + RESULT_LETTER = string(), + RESULT = float64(), + UNIT = string(), + METHOD_DETECTION_LIMIT = float64(), + MDL_UNIT = string(), + QA_INDEX_CODE = string(), + UPPER_DEPTH = float64(), + LOWER_DEPTH = float64(), + TIDE = string(), + AIR_FILTER_SIZE = float64(), + AIR_FLOW_VOLUME = float64(), + FLOW_UNIT = string(), + COMPOSITE_ITEMS = float64(), + CONTINUOUS_AVERAGE = float64(), + CONTINUOUS_MAXIMUM = float64(), + CONTINUOUS_MINIMUM = float64(), + CONTINUOUS_UNIT_CODE = string(), + CONTINUOUS_DURATION = float64(), + CONTINUOUS_DURATION_UNIT = string(), + CONTINUOUS_DATA_POINTS = float64(), + TISSUE_TYPE = string(), + SAMPLE_SPECIES = string(), + SEX = string(), + LIFE_STAGE = string(), + BIO_SAMPLE_VOLUME = float64(), + VOLUME_UNIT = string(), + BIO_SAMPLE_AREA = float64(), + AREA_UNIT = string(), + BIO_SIZE_FROM = float64(), + BIO_SIZE_TO = float64(), + SIZE_UNIT = string(), + BIO_SAMPLE_WEIGHT = float64(), + WEIGHT_UNIT = string(), + BIO_SAMPLE_WEIGHT_FROM = float64(), + BIO_SAMPLE_WEIGHT_TO = float64(), + WEIGHT_UNIT_1 = string(), + SPECIES = string(), + RESULT_LIFE_STAGE = string() ) -# EMS_ID still all NA arrow::open_csv_dataset( - # f, - "ems_sample_results_historic_expanded.csv", + f, + # "ems_sample_results_historic_expanded.csv", schema = schema, col_names = names(schema), skip = 1, timestamp_parsers = "%Y%m%d%H%M%S" ) |> - # mutate( - # COLLECTION_START = force_tz(COLLECTION_START, "UTC"), - # COLLECTION_END = force_tz(COLLECTION_END, "UTC") - # ) |> - write_dataset( - "~/Desktop/ems-parquet", - format = "parquet" #, - # partitioning = "PARAMETER_CODE" - ) -tictoc::toc() - -tictoc::tic() -arrow::open_dataset("~/Desktop/ems-parquet/") |> mutate( COLLECTION_START = force_tz(COLLECTION_START, "UTC"), COLLECTION_END = force_tz(COLLECTION_END, "UTC") ) |> write_dataset( - "~/Desktop/ems-parquet-2", - format = "parquet", - partitioning = "PARAMETER_CODE" + tmp_arrow, + format = "parquet" ) tictoc::toc() + +ds <- open_dataset(tmp_arrow) +filter(ds, COLLECTION_START <= as.POSIXct("2021-01-01")) |> collect() + +to_duckdb(ds) |> + filter(EMS_ID == "0400145") |> collect() + +# This fails +to_duckdb(ds) |> + filter(COLLECTION_START <= as.POSIXct("2021-01-01")) |> collect() From 364a5a27837b9a4a3fb9e5f2904085a0ffa2a728 Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 12:21:50 -0700 Subject: [PATCH 3/7] Disable multithreaded db creation and index creation --- DESCRIPTION | 2 +- R/duckdb_create.R | 27 +++++++++++++++++++++------ rems.Rproj | 1 - 3 files changed, 22 insertions(+), 8 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8688eb1..e785b2f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -27,7 +27,7 @@ Imports: rappdirs (>= 0.3.1), readr (>= 2.1.0), rlang, - duckdb (>= 0.3.1), + duckdb (>= 0.8.1), storr (>= 1.2.5), stringr (>= 1.4.0), tibble (>= 3.1.5), diff --git a/R/duckdb_create.R b/R/duckdb_create.R index 5860330..33ca88a 100644 --- a/R/duckdb_create.R +++ b/R/duckdb_create.R @@ -41,10 +41,30 @@ create_rems_duckdb <- function(csv_file, db_path, cache_date) { paste(historic_col_names, historic_col_sql_types, collapse = ', '), ')')) + # For some reason this file fails when read using multithreading, + # so disable parallel reading by default. + parallel <- getOption("rems.duckdb_read_parallel", default = FALSE) + DBI::dbExecute(con, - glue("COPY {tbl_name} from '{csv_file}' ( HEADER, TIMESTAMPFORMAT '{ems_timestamp_format()}' )") + glue("COPY {tbl_name} from '{csv_file}' + ( HEADER, TIMESTAMPFORMAT '{ems_timestamp_format()}', + PARALLEL {as.character(parallel)} )") ) + if (getOption("rems.duckdb_build_indexes", default = FALSE)) { + # With duckdb v0.8.1 a min-max index is automatically created for columns + # of all general-purpose data types. ART indexes must be able to fit in + # memory, and since this won't on most machines they are not built by default. + # https://duckdb.org/docs/archive/0.8.1/sql/indexes + add_indexes(con) + } + + set_cache_date("historic", cache_date) + + invisible(TRUE) +} + +add_indexes <- function(con) { message("Adding database indexes") cat_if_interactive("|=") add_sql_index(con, colname = "EMS_ID") @@ -70,10 +90,5 @@ create_rems_duckdb <- function(csv_file, db_path, cache_date) { add_sql_index(con, colname = "PARAMETER") cat_if_interactive("=") add_sql_index(con, colname = "PARAMETER_CODE") - cat_if_interactive("| 100%\n") - - set_cache_date("historic", cache_date) - - invisible(TRUE) } diff --git a/rems.Rproj b/rems.Rproj index fb7e7b1..b470f2d 100644 --- a/rems.Rproj +++ b/rems.Rproj @@ -3,7 +3,6 @@ Version: 1.0 RestoreWorkspace: Default SaveWorkspace: Default AlwaysSaveHistory: Default -QuitChildProcessesOnExit: Default EnableCodeIndexing: Yes UseSpacesForTab: Yes From 01c26db3b2898caa8a645875065fb2b4697e625f Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 13:41:37 -0700 Subject: [PATCH 4/7] Update GitHub actions --- .github/workflows/R-CMD-check.yaml | 84 +++++++--------------------- .github/workflows/test-coverage.yaml | 50 +++++++++++++++++ 2 files changed, 71 insertions(+), 63 deletions(-) create mode 100644 .github/workflows/test-coverage.yaml diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 5c585cf..a3ac618 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -1,12 +1,10 @@ -# For help debugging build failures open an issue on the RStudio community with the 'github-actions' tag. -# https://community.rstudio.com/new-topic?category=Package%20development&tags=github-actions +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: push: - branches: - - '**' + branches: [main, master] pull_request: - branches: - - master + branches: [main, master] name: R-CMD-check @@ -20,72 +18,32 @@ jobs: fail-fast: false matrix: config: + - {os: macos-latest, r: 'release'} - {os: windows-latest, r: 'release'} - - {os: macOS-latest, r: 'release'} - - {os: ubuntu-18.04, r: 'release', rspm: "https://packagemanager.rstudio.com/cran/__linux__/bionic/latest"} - - {os: ubuntu-18.04, r: 'devel', rspm: "https://packagemanager.rstudio.com/cran/__linux__/bionic/latest"} + - {os: ubuntu-latest, r: 'devel', http-user-agent: 'release'} + - {os: ubuntu-latest, r: 'release'} + - {os: ubuntu-latest, r: 'oldrel-1'} env: - R_REMOTES_NO_ERRORS_FROM_WARNINGS: true - RSPM: ${{ matrix.config.rspm }} - cache-version: v2 + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + R_KEEP_PKG_SOURCE: yes steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v3 - - uses: r-lib/actions/setup-r@master + - uses: r-lib/actions/setup-pandoc@v2 + + - uses: r-lib/actions/setup-r@v2 with: r-version: ${{ matrix.config.r }} + http-user-agent: ${{ matrix.config.http-user-agent }} + use-public-rspm: true - - uses: r-lib/actions/setup-pandoc@master - - - name: Query dependencies - run: | - install.packages('remotes') - saveRDS(remotes::dev_package_deps(dependencies = TRUE), ".github/depends.Rds", version = 2) - writeLines(sprintf("R-%i.%i", getRversion()$major, getRversion()$minor), ".github/R-version") - shell: Rscript {0} - - - name: Cache R packages - if: runner.os != 'Windows' - uses: actions/cache@v2 + - uses: r-lib/actions/setup-r-dependencies@v2 with: - path: ${{ env.R_LIBS_USER }} - key: ${{ env.cache-version }}-${{ runner.os }}-${{ hashFiles('.github/R-version') }}-1-${{ hashFiles('.github/depends.Rds') }} - restore-keys: ${{ env.cache-version }}-${{ runner.os }}-${{ hashFiles('.github/R-version') }}-1- - - - name: Install system dependencies - if: runner.os == 'Linux' - run: | - while read -r cmd - do - eval sudo $cmd - done < <(Rscript -e 'writeLines(remotes::system_requirements("ubuntu", "20.04"))') + extra-packages: any::rcmdcheck + needs: check - - name: Install dependencies - run: | - remotes::install_deps(dependencies = TRUE) - # latest dev version of duckdb - # install.packages("https://github.com/cwida/duckdb/releases/download/v0.2.5/duckdb_r_src.tar.gz", repos = NULL) - remotes::install_cran("rcmdcheck") - shell: Rscript {0} - - - name: Check - env: - _R_CHECK_CRAN_INCOMING_REMOTE_: false - run: rcmdcheck::rcmdcheck(args = c("--no-manual", "--as-cran"), error_on = "warning", check_dir = "check") - shell: Rscript {0} - - - name: Upload check results - if: failure() - uses: actions/upload-artifact@main + - uses: r-lib/actions/check-r-package@v2 with: - name: ${{ runner.os }}-r${{ matrix.config.r }}-results - path: check - - - name: Test coverage - if: matrix.config.os == 'macOS-latest' && matrix.config.r == 'release' - run: | - install.packages("covr") - covr::codecov(token = "${{secrets.CODECOV_TOKEN}}") - shell: Rscript {0} + upload-snapshots: true diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml new file mode 100644 index 0000000..2c5bb50 --- /dev/null +++ b/.github/workflows/test-coverage.yaml @@ -0,0 +1,50 @@ +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help +on: + push: + branches: [main, master] + pull_request: + branches: [main, master] + +name: test-coverage + +jobs: + test-coverage: + runs-on: ubuntu-latest + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + + steps: + - uses: actions/checkout@v3 + + - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::covr + needs: coverage + + - name: Test coverage + run: | + covr::codecov( + quiet = FALSE, + clean = FALSE, + install_path = file.path(Sys.getenv("RUNNER_TEMP"), "package") + ) + shell: Rscript {0} + + - name: Show testthat output + if: always() + run: | + ## -------------------------------------------------------------------- + find ${{ runner.temp }}/package -name 'testthat.Rout*' -exec cat '{}' \; || true + shell: bash + + - name: Upload test results + if: failure() + uses: actions/upload-artifact@v3 + with: + name: coverage-test-failures + path: ${{ runner.temp }}/package From c433b1a8d9aaa97671ab4d938931237072217ca4 Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 13:45:19 -0700 Subject: [PATCH 5/7] build readme --- README.Rmd | 1 + README.md | 68 +++++++++++++++--------------- fig/README-unnamed-chunk-11-1.png | Bin 72567 -> 72238 bytes 3 files changed, 35 insertions(+), 34 deletions(-) diff --git a/README.Rmd b/README.Rmd index 7f4481a..22ee1a4 100644 --- a/README.Rmd +++ b/README.Rmd @@ -23,6 +23,7 @@ knitr::opts_chunk$set( [![CRAN status](https://www.r-pkg.org/badges/version/rems)](https://cran.r-project.org/package=rems) [![R build status](https://github.com/bcgov/rems/workflows/R-CMD-check/badge.svg)](https://github.com/bcgov/rems/actions) [![img](https://img.shields.io/badge/Lifecycle-Maturing-007EC6)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) +[![R-CMD-check](https://github.com/bcgov/rems/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/rems/actions/workflows/R-CMD-check.yaml) ## Overview diff --git a/README.md b/README.md index d8cf8ba..617135d 100644 --- a/README.md +++ b/README.md @@ -13,6 +13,7 @@ status](https://www.r-pkg.org/badges/version/rems)](https://cran.r-project.org/p [![R build status](https://github.com/bcgov/rems/workflows/R-CMD-check/badge.svg)](https://github.com/bcgov/rems/actions) [![img](https://img.shields.io/badge/Lifecycle-Maturing-007EC6)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) +[![R-CMD-check](https://github.com/bcgov/rems/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/rems/actions/workflows/R-CMD-check.yaml) ## Overview @@ -46,8 +47,8 @@ source the packages which require compilation”*, choose **“No”**. **NOTE:** If you are using Windows, you must be running the 64-bit version of R, as the 32-bit version cannot handle the size of the EMS -data. In RStudio, click on Tools -> Global Options and ensure the 64 bit -version is chosen in the *R version* box. +data. In RStudio, click on Tools -\> Global Options and ensure the 64 +bit version is chosen in the *R version* box. You can use the `get_ems_data()` function to get last two years of data (you can also specify `which = "4yr"` to get the last four years of @@ -61,18 +62,18 @@ two_year <- get_ems_data(which = "2yr", ask = FALSE) #> Caching data on disk... #> Loading data... nrow(two_year) -#> [1] 1092314 +#> [1] 2214758 head(two_year) #> # A tibble: 6 × 24 #> EMS_ID REQUISITION_ID MONITORING_LOCATION LATITUDE LONGITUDE LOCATION_TYPE #> -#> 1 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 2 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 3 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 4 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 5 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 6 0121580 VA21A0072 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> # … with 18 more variables: COLLECTION_START , LOCATION_PURPOSE , +#> 1 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> 2 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> 3 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> 4 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> 5 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> 6 0120802 6983960101 COWICHAN RIVER AT HIG… 48.8 -124. RIVER,STREAM… +#> # ℹ 18 more variables: COLLECTION_START , LOCATION_PURPOSE , #> # PERMIT , SAMPLE_CLASS , SAMPLE_STATE , #> # SAMPLE_DESCRIPTOR , PARAMETER_CODE , PARAMETER , #> # ANALYTICAL_METHOD_CODE , ANALYTICAL_METHOD , RESULT_LETTER , @@ -179,13 +180,13 @@ head(all_data) #> # A tibble: 6 × 24 #> EMS_ID REQUISITION_ID MONITORING_LOCATION LATITUDE LONGITUDE LOCATION_TYPE #> -#> 1 0126400 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… -#> 2 0126400 08189513 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… -#> 3 0121580 08312097 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 4 0121580 08214745 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… -#> 5 0126400 08193504 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… -#> 6 0126400 08334138 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… -#> # … with 18 more variables: COLLECTION_START , LOCATION_PURPOSE , +#> 1 0126400 08103000 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… +#> 2 0126400 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… +#> 3 0121580 08204191 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… +#> 4 0126400 50126715 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… +#> 5 0126400 08192637 QUINSAM RIVER AT THE … 50.0 -125. RIVER,STREAM… +#> 6 0121580 08193908 ENGLISHMAN RIVER AT P… 49.3 -124. RIVER,STREAM… +#> # ℹ 18 more variables: COLLECTION_START , LOCATION_PURPOSE , #> # PERMIT , SAMPLE_CLASS , SAMPLE_STATE , #> # SAMPLE_DESCRIPTOR , PARAMETER_CODE , PARAMETER , #> # ANALYTICAL_METHOD_CODE , ANALYTICAL_METHOD , RESULT_LETTER , @@ -207,14 +208,14 @@ filter(all_data, UNIT != MDL_UNIT) %>% select(RESULT, UNIT, METHOD_DETECTION_LIMIT, MDL_UNIT) %>% head() #> # A tibble: 6 × 4 -#> RESULT UNIT METHOD_DETECTION_LIMIT MDL_UNIT -#> -#> 1 0.00207 mg/L 0.05 ug/L -#> 2 0.00053 mg/L 0.05 ug/L -#> 3 0.105 mg/L 0.2 ug/L -#> 4 0.00078 mg/L 0.02 ug/L -#> 5 0.0002 mg/L 0.2 ug/L -#> 6 0.0138 mg/L 0.5 ug/L +#> RESULT UNIT METHOD_DETECTION_LIMIT MDL_UNIT +#> +#> 1 0.000001 mg/L 0.001 ug/L +#> 2 0.0302 mg/L 0.2 ug/L +#> 3 0.0005 mg/L 0.2 ug/L +#> 4 0.00057 mg/L 0.02 ug/L +#> 5 0.000002 mg/L 0.001 ug/L +#> 6 0.000001 mg/L 0.001 ug/L all_data <- standardize_mdl_units(all_data) #> Successfully converted units in 2172 rows. @@ -224,7 +225,6 @@ filter(all_data, UNIT != MDL_UNIT) %>% select(RESULT, UNIT, METHOD_DETECTION_LIMIT, MDL_UNIT) %>% head() #> # A tibble: 4 × 4 -#> # Groups: MDL_UNIT, UNIT [1] #> RESULT UNIT METHOD_DETECTION_LIMIT MDL_UNIT #> #> 1 0.00065 mg/L NA ug/L @@ -293,13 +293,13 @@ head(filtered_2yr_lt_lakes_ems) #> # A tibble: 6 × 24 #> EMS_ID REQUISITION_ID MONITORING_LOCATION LATITUDE LONGITUDE LOCATION_TYPE #> -#> 1 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> 2 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> 3 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> 4 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> 5 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> 6 0200052 50253424 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND -#> # … with 18 more variables: COLLECTION_START , LOCATION_PURPOSE , +#> 1 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> 2 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> 3 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> 4 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> 5 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> 6 0200052 50257596 WINDERMERE L. OFF TIM… 50.5 -116. LAKE OR POND +#> # ℹ 18 more variables: COLLECTION_START , LOCATION_PURPOSE , #> # PERMIT , SAMPLE_CLASS , SAMPLE_STATE , #> # SAMPLE_DESCRIPTOR , PARAMETER_CODE , PARAMETER , #> # ANALYTICAL_METHOD_CODE , ANALYTICAL_METHOD , RESULT_LETTER , @@ -312,7 +312,7 @@ filtered_2yr_lt_lakes_req <- filter_ems_data(two_year, req_id = lt_lake_req(), "Turbidity")) head(filtered_2yr_lt_lakes_req) #> # A tibble: 0 × 24 -#> # … with 24 variables: EMS_ID , REQUISITION_ID , +#> # ℹ 24 variables: EMS_ID , REQUISITION_ID , #> # MONITORING_LOCATION , LATITUDE , LONGITUDE , #> # LOCATION_TYPE , COLLECTION_START , LOCATION_PURPOSE , #> # PERMIT , SAMPLE_CLASS , SAMPLE_STATE , diff --git a/fig/README-unnamed-chunk-11-1.png b/fig/README-unnamed-chunk-11-1.png index 6668ffdb0cadd60bd6c349e88a10219728503a86..2ba755a5a4d4cbc6fc632f562d901b6b5520e742 100644 GIT binary patch literal 72238 zcmZs@1yCGY*EKvi!AWp;2}5vq4;CyzgL`myhu{(%f;$0%ySqC9f;)q|2KkzMpL_3H 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ze@3a>COq`pxUZ<4+j@Wrg|S))p}5i6&=3^TSt~Sn3)hOo*YPv^nHn?%agg{4{=FSn z)?qfewA2ZbSHeo+C>Arm&FsEZi05`|)t?A1o9^&bxV1|Ae{btTq{9#-tel7V-+q{- z>d&Y=_nX5y+5&|DTqGY-+@cPG+ETEu@%HlO?$L;wg^OIP3djH|d|oLbWIg7RS<(Hg zP4-V#kmM`G&%q2^N>uaTe$`9A$7ge#7;niD RX&CTNT3kV_T;!ww{{sq>_FVt~ From db44283c24227d4451c0b1e0a9d75e74f8b2d867 Mon Sep 17 00:00:00 2001 From: Andy Teucher Date: Wed, 9 Aug 2023 14:28:59 -0700 Subject: [PATCH 6/7] Add dbplyr to ignore_unused_imports to suppress NOTE --- R/rems-package.R | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/R/rems-package.R b/R/rems-package.R index 12dbabb..1635ecd 100644 --- a/R/rems-package.R +++ b/R/rems-package.R @@ -1,3 +1,7 @@ #' @keywords internal #' @importFrom rlang .data "_PACKAGE" + +ignore_unused_imports <- function() { + dbplyr::tbl_lazy +} From f5b2df170fe58607adb5ffa9f3d48aca01a56165 Mon Sep 17 00:00:00 2001 From: Karly Harker <54858492+KarHarker@users.noreply.github.com> Date: Thu, 10 Aug 2023 09:43:30 -0700 Subject: [PATCH 7/7] fixing spelling mistake --- NEWS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index e41a477..11fc90b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,7 +1,7 @@ # rems (development version) * `ask` parameter now skips all verification (caching and updates) when set to `FALSE` (#67, #68) -* `download_historic_data()` now has more flixible options to update the historic database (principally to enable better updating behaviour in [shinyrems](https://github.com/bcgov/shinyrems)). (#69, thanks @aylapear) +* `download_historic_data()` now has more flexible options to update the historic database (principally to enable better updating behaviour in [shinyrems](https://github.com/bcgov/shinyrems)). (#69, thanks @aylapear) * removed capability to register/convert some units due to a bug in the C library underlying the {units} package (https://github.com/r-quantities/units/issues/301). (#70) # rems 0.8.0