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nc-campaign-finance
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getting report sections, fixed getting document list

main
Garrick Aden-Buie il y a 2 ans
Parent
f7eb2a291c
révision
da3eadc747
Aucune clé connue n'a été trouvée dans la base pour cette signature
12 fichiers modifiés avec 423 ajouts et 57 suppressions
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  1. +2
    -0
      .Rbuildignore
  2. +1
    -0
      .gitignore
  3. +1
    -0
      0-time-log.csv
  4. +3
    -4
      DESCRIPTION
  5. +141
    -0
      R/get.R
  6. +21
    -0
      R/urls.R
  7. +5
    -0
      R/utils-delay.R
  8. +30
    -0
      README.Rmd
  9. +22
    -3
      _targets.R
  10. +173
    -50
      _targets/meta/meta
  11. +22
    -0
      nc-campaign-finance.Rproj
  12. +2
    -0
      run.R

+ 2
- 0
.Rbuildignore Voir le fichier

@@ -0,0 +1,2 @@
^nc-campaign-finance\.Rproj$
^\.Rproj\.user$

+ 1
- 0
.gitignore Voir le fichier

@@ -0,0 +1 @@
.Rproj.user

+ 1
- 0
0-time-log.csv Voir le fichier

@@ -2,3 +2,4 @@ day, hours, tasks
2023-08-25,1,research and email
2023-08-28,1,project setup
2023-08-29,1,get document list for all reports and committees from 2016 on
2023-08-29,2.5,"getting the doc list with report id and testing with John Bell"

+ 3
- 4
DESCRIPTION Voir le fichier

@@ -14,12 +14,11 @@ Depends:
dplyr,
glue,
httr2,
rlang,
rvest
Imports:
readr,
rlang
Imports:
cli,
crew,
desc,
readr,
targets,
visNetwork

+ 141
- 0
R/get.R Voir le fichier

@@ -15,6 +15,25 @@ spec_export_search_results <- function() {
)
}

spec_report_by_year_scrape <- function() {
readr::cols(
CommitteeName = readr::col_character(),
SBoEID = readr::col_character(),
DocumentType = readr::col_character(),
ReportYear = readr::col_character(),
ReportType = readr::col_character(),
IsAmendment = readr::col_character(),
ImageReceiptDate = readr::col_date(format = "%m/%d/%Y"),
DataImportDate = readr::col_date(format = "%m/%d/%Y"),
PeriodStartDate = readr::col_date(format = "%m/%d/%Y"),
PeriodEndDate = readr::col_date(format = "%m/%d/%Y"),
ImageType = readr::col_character(),
DataType = readr::col_character(),
DataLink = readr::col_character(),
ImageLink = readr::col_character()
)
}

get_report_by_year_export <- function(year, report) {
res <-
req_report_by_year_export(year, report) |>
@@ -31,3 +50,125 @@ get_report_by_year_export <- function(year, report) {
group_by(year, doc_name) |>
targets::tar_group()
}

get_report_by_year_scrape <- function(year, report) {
res <-
req_report_by_year(year, report) |>
req_perform() |>
resp_body_string()

res <- strsplit(res, "\r\n")[[1]]
res <- res[grepl("^\\s*var data = \\[", res)]
res <- sub("\\s*var data = ", "", res)

jsonlite::fromJSON(res) |>
as_tibble() |>
readr::type_convert(col_types = spec_report_by_year_scrape()) |>
select(
year = ReportYear,
doc_name = ReportType,
sboe_id = SBoEID,
committee_name = CommitteeName,
report_id = DataLink,
doc_type = DocumentType,
amended = IsAmendment,
received_image = ImageReceiptDate,
received_data = DataImportDate,
start_date = PeriodStartDate,
end_date = PeriodEndDate,
img_link = ImageLink
) |>
mutate(amended = amended == "Y") |>
group_by(year, doc_name) |>
targets::tar_group()
}

spec_report_section_receipts <- function() {
readr::cols(
Date = readr::col_date(format = "%m/%d/%Y"),
`Is Prior` = readr::col_character(),
Name = readr::col_character(),
`Street 1` = readr::col_character(),
`Street 2` = readr::col_character(),
City = readr::col_character(),
State = readr::col_character(),
`Full Zip` = readr::col_character(),
`Country Name` = readr::col_character(),
`Outside US Postal Code` = readr::col_character(),
Profession = readr::col_character(),
`Employers Name` = readr::col_character(),
Purpose = readr::col_character(),
`Receipt Type Desc` = readr::col_character(),
`Account Abbr` = readr::col_character(),
`Form Of Payment Desc` = readr::col_character(),
Description = readr::col_character(),
Amount = readr::col_double(),
`Sum To Date` = readr::col_double()
)
}

spec_report_section_expenses <- function() {
cols(
Date = col_date(format = "%m/%d/%Y"),
Name = col_character(),
`Street 1` = col_character(),
`Street 2` = col_character(),
City = col_character(),
State = col_character(),
`Full Zip` = col_character(),
`Country Name` = col_character(),
`Outside US Postal Code` = col_character(),
Profession = col_character(),
`Employer Name` = col_character(),
`Purpose Type Code` = col_character(),
Purpose = col_character(),
Candidate = col_character(),
`Office Sought` = col_character(),
Declaration = col_character(),
Amount = col_double(),
`Expenditure Type Desc` = col_character(),
`Account Abbr` = col_character(),
`Form Of Payment Desc` = col_character(),
Description = col_character(),
Amount1 = col_double(),
`Sum To Date` = col_double()
)
}

get_report_section <- function(
report_id,
section = "receipts",
sboe_id = NULL
) {
delay()

res <-
req_report_detail(report_id, section) |>
req_perform()

if (identical(res$body, raw(0))) return(NULL)

res <- resp_body_string(res)

spec <- switch(
section,
receipts = list(skip = 1, col_types = spec_report_section_receipts()),
expenses = ,
expenditures = list(skip = 1, col_types = spec_report_section_expenses()),
NULL
)

if (is.null(spec)) return(res)

res <- readr::read_csv(res, col_types = spec$col_types, skip = spec$skip)

names(res) <- snakecase::to_snake_case(names(res))

res <- mutate(res, report_id = !!report_id, .before = 1)

if (!is.null(sboe_id)) {
res <- mutate(res, sboe_id = !!sboe_id, .after = report_id)
}

res
}

+ 21
- 0
R/urls.R Voir le fichier

@@ -6,6 +6,10 @@ url_nc_cf_export_search_doc <- function() {
"https://cf.ncsbe.gov/CFDocLkup/ExportSearchResults/"
}

url_nc_cf_export_detail_results <- function() {
"https://cf.ncsbe.gov/CFOrgLkup/ExportDetailResults/"
}

match_report_type <- function(report, collapse = TRUE) {
report <- toupper(report)

@@ -52,3 +56,20 @@ req_report_by_year_export <- function(

req
}

match_report_sections <- function(section) {
options <- c(ALL = "all", CVR = "cover", EXP = "expenditures", REC = "receipts", EXP = "expenses")
section <- arg_match(section, options)
names(options)[which(section == options)]
}

req_report_detail <- function(report_id, section = "receipts") {
section <- match_report_sections(section)

req <- request(url_nc_cf_export_detail_results())
# Title is needed or the page throws an error
# https://cf.ncsbe.gov/CFOrgLkup/ExportDetailResults/?ReportID=197247&Type=REC&Title=JOHN
req <- req_url_query(req, ReportID = report_id, Type = section, Title = "download")

req
}

+ 5
- 0
R/utils-delay.R Voir le fichier

@@ -0,0 +1,5 @@
delay <- function() {
if (identical(Sys.getenv("IN_TARGETS"), "true")) {
Sys.sleep(runif(1, 0, 2))
}
}

+ 30
- 0
README.Rmd Voir le fichier

@@ -24,3 +24,33 @@ year <- 2022
reports <- "'RPQTR1', 'RPQTR4', 'RPQTR2', 'RPQTR3'"
url <- glue::glue("https://cf.ncsbe.gov/CFDocLkup/DocumentResult/?year={year}&reports={reports}")
```


## All documents by SBOE ID

Having all of the documents, we need the report ID for the reports listed above.

```
v--------v
https://cf.ncsbe.gov/CFOrgLkup/ReportSection/?RID=197247&SID=STA-8S285O-C-001
```

That links to the sections of the report, where you can click the "HTML View" of "All report sections":

```
https://cf.ncsbe.gov/CFOrgLkup/ReportDetail/?RID=197247&TP=ALL
```

At the top of that page is a link to the reports csv:

```
# all reports
https://cf.ncsbe.gov/CFOrgLkup/ExportDetailResults/?ReportID=197247&Type=ALL
# report cover
https://cf.ncsbe.gov/CFOrgLkup/ExportDetailResults/?ReportID=197247&Type=CVR
# detailed receipts
https://cf.ncsbe.gov/CFOrgLkup/ExportDetailResults/?ReportID=197247&Type=REC
# detailed expenditures
https://cf.ncsbe.gov/CFOrgLkup/ReportDetail/?RID=197247&TP=EXP
```


+ 22
- 3
_targets.R Voir le fichier

@@ -23,15 +23,34 @@ list(
tar_target(report, c("MY", "YE", "Q1", "Q2", "Q3", "Q4")),
tar_target(
doc_list,
get_report_by_year_export(year, report),
get_report_by_year_scrape(year, report),
pattern = cross(year, report)
),
tar_target(
committees,
doc_list |>
# this is the list of committees and years reported
# if `n_reports` changes, we have to go re-read that year
count(committee_name, sboe_id, year, name = "n_reports") |>
# if `n_*` changes, we have to go re-read that year
group_by(committee_name, sboe_id, year) |>
summarize(
n_reports = n(),
n_amended = sum(amended),
n_docs = sum(!is.na(report_id)),
) |>
arrange(sboe_id)
),
tar_target(
report_list,
doc_list |>
filter(!is.na(report_id)) |>
filter(committee_name == "JOHN BELL COMM" | report_id == 188139)
),
tar_target(report_list_report_id, report_list$report_id),
tar_target(report_list_sboe_id, report_list$sboe_id),
tar_target(
receipts,
get_report_section(report_list_report_id, "receipts", report_list_sboe_id),
pattern = map(report_list_report_id, report_list_sboe_id),
format = "parquet"
)
)

+ 173
- 50
_targets/meta/meta Voir le fichier

@@ -1,66 +1,189 @@
name|type|data|command|depend|seed|path|time|size|bytes|format|repository|iteration|parent|children|seconds|warnings|error
committees|stem|ea10a4a21e3715c7|f093e32f70acfcd7|3c28c1bdcdee7012|-828971872||t19598.5673482105s|0493724b768746d1|113022|rds|local|vector|||0.303||
doc_list|pattern|11d7f7725087279a|5fff0c5cda12b47a||463924853||||1031328|rds|local|vector||doc_list_9ec26390*doc_list_1383f472*doc_list_8c36acd3*doc_list_09ceab10*doc_list_003f7bd5*doc_list_a895c4bc*doc_list_e0bf2658*doc_list_684a0d03*doc_list_e79bac86*doc_list_03c24dc0*doc_list_05132216*doc_list_6ca5d8cf*doc_list_4aeb55d8*doc_list_1c665de9*doc_list_99d9270e*doc_list_9145eb35*doc_list_2af55433*doc_list_b17a1e54*doc_list_b5035e3f*doc_list_1ff6dafe*doc_list_b1f403fa*doc_list_6486d272*doc_list_1fb98e3e*doc_list_352387b1*doc_list_93f6437d*doc_list_4b2c7d67*doc_list_e8e99f77*doc_list_3b598963*doc_list_b6cefb21*doc_list_b9281fad*doc_list_4657e8ba*doc_list_3cd506a1*doc_list_30d835c0*doc_list_d80d73d4*doc_list_fb41e2ef*doc_list_c0a62d0f*doc_list_7c58427e*doc_list_5bfe5f1e*doc_list_9448724e*doc_list_f311f56a*doc_list_854a24d4*doc_list_9b378f94*doc_list_a48a02a2*doc_list_ddb03379*doc_list_b043e6ad*doc_list_efcdcda6*doc_list_e63b4dbd*doc_list_aeb57b3f|10.195||
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get_report_by_year_export|function|dcee4ae72b66d802|||||||||||||||
get_report_by_year_scrape|function|73e9f33388705d6c|||||||||||||||
get_report_section|function|4b86add740bac6bc|||||||||||||||
match_report_sections|function|0fc98c6284460b6a|||||||||||||||
match_report_type|function|2c3458cc75c4002e|||||||||||||||
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receipts_ed55d77d|branch|155ab2c961bf0028|c3eb77e8abd435c1|47aae4450c5e2250|-2026707039||t19599.1486920149s|d47cb7a4f4a1b2e2|13998|parquet|local|vector|receipts||2.641||
receipts_f00680ac|branch|6aad912e87cedd97|c3eb77e8abd435c1|2c727d2436739acb|578244469||t19599.1543619552s|3120e4560c99081f|22842|parquet|local|vector|receipts||1.778||
receipts_f2ea8391|branch|feb716a816264eee|4923c9058206a996|ddb3d6f0d4a27f11|794201279||t19599.1562308715s|0d0c8a40108b7ae6|15040|parquet|local|vector|receipts||0.109||
receipts_f5d79d7f|branch|6d3c1ce39b5087ed|4923c9058206a996|018073059180c5bf|-351013585||t19599.1562459082s|a880eea0f8a6f37b|9901|parquet|local|vector|receipts||0.124||
receipts_f6b676cd|branch|172e3a4b36a8fafc|4923c9058206a996|7735db91bdf56d95|-1711881563||t19599.1562661678s|0d6db3ab1a0a5b06|10305|parquet|local|vector|receipts||0.11||
receipts_f7eec0aa|branch|de3d19463f4d1889|c3eb77e8abd435c1|6bf30b35dfaba714|2014551317||t19599.148914211s|6dd8e705ddffea15|17115|parquet|local|vector|receipts||1.475||
receipts_f8ab43e2|branch|b878f0c8420a3765|4923c9058206a996|056b2a660f70dc2d|1653481445||t19599.15626101s|60cce4b6ebc7e38a|12370|parquet|local|vector|receipts||0.102||
receipts_fb437d84|branch|e59fdab32a20904d|4923c9058206a996|c05bf119e71042f8|-1549263224||t19599.1562416458s|17302076dbe29c71|15133|parquet|local|vector|receipts||0.134||
receipts_fbbbeef8|branch|fa0d590b6322e080|4923c9058206a996|19a6a5f9763d665a|-2050620570||t19599.1562770869s|9ff40170dfc80c29|9961|parquet|local|vector|receipts||0.102||
receipts_fed3d930|branch|172e3a4b36a8fafc|c3eb77e8abd435c1|692c55991193d3f6|-2101430076||t19599.1489533085s|0d6db3ab1a0a5b06|10305|parquet|local|vector|receipts||2.788||
report|stem|8a155243430d384c|d91acccfe042f5e9|a3dad144c40657ed|-237041703||t19598.5459143258s|79365c26e374407f|71|rds|local|vector||report_e10bcc09*report_8619abab*report_7e3b8410*report_4b100feb*report_29a0b592*report_109efe87|0.149||
report_list|stem|c9e46e2c01e31d83|5a27e5bfd80c5f47|cabd7afb002bac66|-409232802||t19599.1568664317s|154d3de23c95490f|1267|rds|local|vector|||0.203||
report_list_report_id|stem|3ea406ee51c725ed|3aa247f824f5933f|38230bf6f4fe48a1|-281292518||t19599.1568668512s|6c088a07ec7dbe69|213|rds|local|vector||report_list_report_id_fd608170*report_list_report_id_1a5b7b8f*report_list_report_id_b20ec37b*report_list_report_id_a4ce4266*report_list_report_id_55f472fd*report_list_report_id_1196018f*report_list_report_id_efd5fa9b*report_list_report_id_075da69c*report_list_report_id_394d9b08*report_list_report_id_1097489a*report_list_report_id_fe8d923a*report_list_report_id_48a7649a*report_list_report_id_74cd8f45*report_list_report_id_ace75e38*report_list_report_id_32c956d7*report_list_report_id_39ff7165*report_list_report_id_3d69bd5a*report_list_report_id_7eb55ddd*report_list_report_id_bfccc437*report_list_report_id_d200bd70*report_list_report_id_ce5a205b*report_list_report_id_22fa302a*report_list_report_id_184fdf97*report_list_report_id_65cbff7c*report_list_report_id_f94cfc8e*report_list_report_id_0ea0dba4*report_list_report_id_bb2467ca*report_list_report_id_c3c69919*report_list_report_id_f5ba1570*report_list_report_id_939f3007*report_list_report_id_e6d1fc97*report_list_report_id_3d90856e*report_list_report_id_9c2922f1*report_list_report_id_15dfe276*report_list_report_id_cf7e2634*report_list_report_id_80228d48*report_list_report_id_81e254ca*report_list_report_id_4ca7e0bb*report_list_report_id_a6689364*report_list_report_id_32d7bf82*report_list_report_id_747ae5e0*report_list_report_id_ec595180*report_list_report_id_defaeaef*report_list_report_id_37c9c830*report_list_report_id_49682e08|0||
report_list_sboe_id|stem|bcb99ae3578796e2|c7b353fa1e796917|38230bf6f4fe48a1|-2127661382||t19599.1568667593s|bb4e721372eac6a0|88|rds|local|vector||report_list_sboe_id_e7ea7d25*report_list_sboe_id_e7ea7d25_1*report_list_sboe_id_e7ea7d25_2*report_list_sboe_id_e7ea7d25_3*report_list_sboe_id_e7ea7d25_4*report_list_sboe_id_e7ea7d25_5*report_list_sboe_id_e7ea7d25_6*report_list_sboe_id_e7ea7d25_7*report_list_sboe_id_e7ea7d25_8*report_list_sboe_id_e7ea7d25_9*report_list_sboe_id_e7ea7d25_10*report_list_sboe_id_e7ea7d25_11*report_list_sboe_id_e7ea7d25_12*report_list_sboe_id_e7ea7d25_13*report_list_sboe_id_e7ea7d25_14*report_list_sboe_id_e7ea7d25_15*report_list_sboe_id_e7ea7d25_16*report_list_sboe_id_e7ea7d25_17*report_list_sboe_id_e7ea7d25_18*report_list_sboe_id_e7ea7d25_19*report_list_sboe_id_e7ea7d25_20*report_list_sboe_id_e7ea7d25_21*report_list_sboe_id_e7ea7d25_22*report_list_sboe_id_e7ea7d25_23*report_list_sboe_id_e7ea7d25_24*report_list_sboe_id_e7ea7d25_25*report_list_sboe_id_e7ea7d25_26*report_list_sboe_id_e7ea7d25_27*report_list_sboe_id_e7ea7d25_28*report_list_sboe_id_e7ea7d25_29*report_list_sboe_id_e7ea7d25_30*report_list_sboe_id_e7ea7d25_31*report_list_sboe_id_e7ea7d25_32*report_list_sboe_id_e7ea7d25_33*report_list_sboe_id_e7ea7d25_34*report_list_sboe_id_e7ea7d25_35*report_list_sboe_id_e7ea7d25_36*report_list_sboe_id_e7ea7d25_37*report_list_sboe_id_8eb71311*report_list_sboe_id_e7ea7d25_38*report_list_sboe_id_e7ea7d25_39*report_list_sboe_id_e7ea7d25_40*report_list_sboe_id_e7ea7d25_41*report_list_sboe_id_e7ea7d25_42*report_list_sboe_id_e7ea7d25_43|0||
req_report_by_year|function|69dec6cd371b2e22|||||||||||||||
req_report_by_year_export|function|5a4d7d97d5beec03|||||||||||||||
req_report_detail|function|6aa516ec7a5d66bd|||||||||||||||
spec_export_search_results|function|405cdc17d81883c1|||||||||||||||
spec_report_by_year_scrape|function|34db1495af0df6e5|||||||||||||||
spec_report_section_expenses|function|68999c29832eae6f|||||||||||||||
spec_report_section_receipts|function|98ff9cbed78b84f5|||||||||||||||
url_nc_cf_export_detail_results|function|3960888895126e23|||||||||||||||
url_nc_cf_export_search_doc|function|529be13474f99caf|||||||||||||||
url_nc_cf_search_doc|function|375430504434ae9c|||||||||||||||
year|stem|5700b3289c040758|63e40418178dba89|787f005495551c49|-1645897793||t19598.5465014597s|bdb532178c146fbe|104|rds|local|vector||year_f90769be*year_6549f23e*year_ead54fb0*year_c3c42a21*year_42c0dfe9*year_14a7fccb*year_71778769*year_69cc6f61|0.145||

+ 22
- 0
nc-campaign-finance.Rproj Voir le fichier

@@ -0,0 +1,22 @@
Version: 1.0

RestoreWorkspace: No
SaveWorkspace: No
AlwaysSaveHistory: Default

EnableCodeIndexing: Yes
UseSpacesForTab: Yes
NumSpacesForTab: 2
Encoding: UTF-8

RnwWeave: Sweave
LaTeX: pdfLaTeX

AutoAppendNewline: Yes
StripTrailingWhitespace: Yes
LineEndingConversion: Posix

BuildType: Package
PackageUseDevtools: Yes
PackageInstallArgs: --no-multiarch --with-keep.source
PackageRoxygenize: rd,collate,namespace

+ 2
- 0
run.R Voir le fichier

@@ -5,6 +5,8 @@
# See https://books.ropensci.org/targets/hpc.html
# to learn about your options.

Sys.setenv("IN_TARGETS" = "true")

targets::tar_make()
# targets::tar_make_clustermq(workers = 2) # nolint
# targets::tar_make_future(workers = 2) # nolint

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