Make CSV file an argument, handle blank amounts and add non-zero PFML warning
Was producing an error due to new PFML field with blank amounts.
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23cc4657ee
7 changed files with 98 additions and 25 deletions
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@ -18,13 +18,13 @@ Run a demo with two example employees, Jack and Jill Citizen:
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Provide your own payroll data with:
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java -jar payroll-importer-x.x.x-standalone.jar --csv resources/example-paychex-pay-item-details.csv --total-fees 206.50
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java -jar payroll-importer-x.x.x-standalone.jar --total-fees 206.50 resources/example-paychex-pay-item-details.csv
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In the above, various values such as the date, time period covered and
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receipt/invoice values show "TODO" placeholders that you are expected to fill in
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later. If you prefer, you can provide any/all of these explicitly:
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java -jar payroll-importer-x.x.x-standalone.jar --csv resources/example-paychex-pay-item-details.csv --date 2023-12-29 --period 'December 2023' --total-fees 206.50 --pay-receipt-no rt:19462/674660 --pay-invoice-no rt:19403/675431 --fees-receipt-no rt:19459/675387 --fees-invoice-no rt:19459/674887 --retirement-receipt-no rt:19403/676724 --retirement-invoice-no rt:19403/675431
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java -jar payroll-importer-x.x.x-standalone.jar --date 2023-12-29 --period 'December 2023' --total-fees 206.50 --pay-receipt-no rt:19462/674660 --pay-invoice-no rt:19403/675431 --fees-receipt-no rt:19459/675387 --fees-invoice-no rt:19459/674887 --retirement-receipt-no rt:19403/676724 --retirement-invoice-no rt:19403/675431 resources/example-paychex-pay-item-details.csv
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You can test the output in Beancount by adding the following header entries to define the accounts:
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@ -64,7 +64,7 @@ Run tests with:
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You can run without building using:
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bin/dev --csv resources/example-paychex-pay-item-details.csv --total-fees 206.50
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bin/dev --total-fees 206.50 resources/example-paychex-pay-item-details.csv
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The project is set up for development in Emacs and CIDER-mode. Open a source
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file and run `cider-jack-in`.
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7
deps.edn
7
deps.edn
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@ -4,7 +4,12 @@
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org.clojure/data.csv {:mvn/version "1.0.1"}
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org.clojure/tools.cli {:mvn/version "1.1.230"}}
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:aliases
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{:dev {:extra-deps {lambdaisland/deep-diff2 {:mvn/version "2.10.211"}}}
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{:dev {:extra-deps {lambdaisland/deep-diff2 {:mvn/version "2.10.211"}}
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:main-opts ["-m" "core"]
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;; Saves ~ 1 second of startup time - 1.5 sec on my laptop. After
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;; building an uberjar and running with these options, it drops to about
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;; 750ms.
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:jvm-opts ["-XX:TieredStopAtLevel=1" "-XX:+TieredCompilation"]}
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:test {:extra-deps {lambdaisland/kaocha {:mvn/version "1.87.1366"}}
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:main-opts ["-m" "kaocha.runner"]}
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;; Run with clj -T:build function-in-build
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@ -5,8 +5,7 @@
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(specifications->manifest
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(list
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;; No issues running this OpenJDK 21 program on Debian Stable (OpenJDK 17).
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"openjdk@21"
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;; Works fine with clojure-tools from Guix.
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"openjdk@21:jdk"
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"clojure-tools"
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"clj-kondo"
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"beancount"
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29
resources/example-paychex-pay-item-details-2026.csv
Normal file
29
resources/example-paychex-pay-item-details-2026.csv
Normal file
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@ -0,0 +1,29 @@
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Example Co Inc,"Citizen, Jack A",1,403b EE Pretax,Retirement,,,,,,1000,,,,,
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Example Co Inc,"Citizen, Jack A",1,Exp Reimb Non Tax,Reimbursement,,,,,50,,,,,,
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Example Co Inc,"Citizen, Jack A",1,Fed Income Tax,Withholding,,,,,,,,470.22,,,
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Example Co Inc,"Citizen, Jack A",1,Fed Unemploy,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jack A",1,Medicare,Withholding,,,,,,,,88,,,
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Example Co Inc,"Citizen, Jack A",1,Medicare,Liability Expense,,,,,,,,,88,,
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Example Co Inc,"Citizen, Jack A",1,Net Pay,Net Pay,,,,,,,,,,,4184.49
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Example Co Inc,"Citizen, Jack A",1,Salary,Earnings,6068.99,,0,,,,,,,,
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Example Co Inc,"Citizen, Jack A",1,Social Security,Withholding,,,,,,,,376.28,,,
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Example Co Inc,"Citizen, Jack A",1,Social Security,Liability Expense,,,,,,,,,376.28,,
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Example Co Inc,"Citizen, Jack A",1,TN Unemploy,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jill B",2,403b EE Pretax,Retirement,,,,,,820,,,,,
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Example Co Inc,"Citizen, Jill B",2,Exp Reimb Non Tax,Reimbursement,,,,,50,,,,,,
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Example Co Inc,"Citizen, Jill B",2,Fed Income Tax,Withholding,,,,,,,,681.01,,,
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Example Co Inc,"Citizen, Jill B",2,Fed Unemploy,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jill B",2,Medicare,Liability Expense,,,,,,,,,99.28,,
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Example Co Inc,"Citizen, Jill B",2,Medicare,Withholding,,,,,,,,99.29,,,
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Example Co Inc,"Citizen, Jill B",2,Net Pay,Net Pay,,,,,,,,,,,4397.39
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Example Co Inc,"Citizen, Jill B",2,OR Disability PFL,Withholding,,,,,,,,41.08,,,
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Example Co Inc,"Citizen, Jill B",2,OR Disability PFL,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jill B",2,OR EE Work Bene,Withholding,,,,,,,,0,,,
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Example Co Inc,"Citizen, Jill B",2,OR ER Work Bene,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jill B",2,OR Income Tax,Withholding,,,,,,,,427.8,,,
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Example Co Inc,"Citizen, Jill B",2,OR TRANS STT,Withholding,,,,,,,,6.03,,,
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Example Co Inc,"Citizen, Jill B",2,OR Unemploy,Liability Expense,,,,,,,,,0,,
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Example Co Inc,"Citizen, Jill B",2,PFML ER PU,Fringe Benefits,,,,,,,,,,,
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Example Co Inc,"Citizen, Jill B",2,Salary,Earnings,6847.12,,0,,,,,,,,
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Example Co Inc,"Citizen, Jill B",2,Social Security,Liability Expense,,,,,,,,,424.52,,
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Example Co Inc,"Citizen, Jill B",2,Social Security,Withholding,,,,,,,,424.52,,,
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48
src/core.clj
48
src/core.clj
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@ -6,17 +6,15 @@
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(:require [clojure.java.io :as io]
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[clojure.set :as set]
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[clojure.string :as str]
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[clojure.tools.cli :refer [parse-opts]]
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[clojure.tools.cli :as cli]
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[import :as import])
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(:gen-class))
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(def cli-options
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[[nil "--csv FILE" "Pay Item Details CSV report"
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:validate [#(-> % io/file .exists) "File does not exist"]]
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[nil "--date DATE" "Date used for the transactions (YYYY-MM-DD)"
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[[nil "--date DATE" "Date used for the transactions (YYYY-MM-DD)"
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:validate [#(re-matches #"\d{4}-\d{2}-\d{2}" %) "Must be of format YYYY-MM-DD"]
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:default "TODO-DATE"]
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[nil "--period PERIOD" "Month/year covered by the pay run eg. \"December 2023\""
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[nil "--period PERIOD" "Month/year of the pay run eg. \"December 2023\""
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:default "TODO-PERIOD"]
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[nil "--total-fees NUM" "Total fee charged by Paychex, eg. \"206.50\""
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:parse-fn bigdec
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@ -33,13 +31,13 @@
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:default "TODO-RETIREMENT-RECEIPT"]
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[nil "--retirement-invoice-no REFERENCE" "Retirement receipt number, eg. \"rt:111/222\""
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:default "TODO-RETIREMENT-INVOICE"]
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[nil "--project EMPLOYEE:PROJECT" "Allocate an employee to a specific project, eg. \"Doe-Jane:Outreachy\". Use once for each employee."
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[nil "--project EMPLOYEE:PROJECT" "Allocate employee to project, eg. \"Doe-Jane:Outreachy\""
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:multi true
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:validate [#(= 2 (count %)) "Must be of the form \"name:project\""]
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:parse-fn #(str/split % #":")
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:default {}
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:assoc-fn (fn [m k [name proj]] (assoc-in m [k name] proj))]
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[nil "--demo" "Produce demo output based made-up payroll data. Useful for documentation."]
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[nil "--demo" "Produce demo output based made-up payroll data"]
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["-h" "--help"]])
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(defn unmatched-employees
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@ -67,32 +65,49 @@
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(import/taxes-ach-debit date period pay-receipt-no pay-invoice-no project records)
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(import/fees date period fees-receipt-no fees-invoice-no total-fees project records)
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(import/retirement date period retirement-receipt-no retirement-invoice-no records))
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unmatched (unmatched-employees records project)]
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[imported unmatched]))
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unmatched (unmatched-employees records project)
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warnings (import/warnings records)]
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[imported unmatched warnings]))
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(defn usage [summary]
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(str
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"Usage: java -jar payroll-importer.jar [OPTIONS] [CSV]\n\n"
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"Options include:\n\n"
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summary
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"\n\n"
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"Use --project once for each employee."))
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(defn -main
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"Run the CLI interface."
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[& args]
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(let [{:keys [options errors summary]} (parse-opts args cli-options)
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no-csv-or-demo? (not (or (contains? options :csv) (contains? options :demo)))
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(let [{:keys [options arguments errors summary]} (cli/parse-opts args cli-options)
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csv (first arguments)
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options (assoc options :csv csv)
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demo? (contains? options :demo)
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neither-csv-or-demo? (and (not csv) (not demo?))
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csv-doesnt-exist? (and (not demo?) csv (not (-> csv io/file .exists)))
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errors (cond-> errors
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no-csv-or-demo? (conj "Please provide a CSV file with \"--csv FILE\" or try \"--demo\""))]
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neither-csv-or-demo? (conj "Please provide a CSV file argument or try \"--demo\"")
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csv-doesnt-exist? (conj (str "CSV file \"" csv "\" does not exist")))]
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(when (:help options)
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(println summary)
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(println (usage summary))
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(System/exit 0))
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(when errors
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(println
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(str "The following errors occurred:\n\n"
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(str/join \newline errors)))
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(System/exit 1))
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(let [[imported unmatched] (run options)]
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(let [[imported unmatched warnings] (run options)]
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(when (seq unmatched)
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(println
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(str "Could not find these employees in the payroll:\n\n"
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(str/join ", " unmatched)))
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(System/exit 1))
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(doseq [i imported]
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(println (import/render-transaction i))))))
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(println (import/render-transaction i)))
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(when (seq warnings)
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(.println System/err "WARNINGS:\n")
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(.println System/err (str/join "/n" warnings))))))
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(comment
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;; Examples to exercise the importer during development.
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@ -103,7 +118,8 @@
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;; These examples are not included with the code for privacy reasons.
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(require '[examples])
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(def records (import/read-csv "/home/ben/Downloads/2024-01-29_Pay-Item-Details_2024-01.csv"))
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(def records (import/read-csv "/home/ben/downloads/2026-01-28_Pay-Item-Details_2026-01.csv"))
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(def imported
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(concat (import/net-pay "2024-01-31" "January 2024" "rt:19462/685751" {} records)
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(import/individual-taxes "2024-01-31" "January 2024" "rt:19462/685751" "rt:19403/685602" {} records)
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@ -27,7 +27,19 @@
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{:name (employee-name->entity-tag name)
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:category category
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:type type
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:amount (apply max (map bigdec (remove str/blank? totals)))}))))
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:amount (reduce max 0 (map bigdec (remove str/blank? totals)))}))))
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(defn non-zero-pfml? [record]
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"PFML is a new field as of 2026, but it's only an issue if there's a non-zero
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amount listed. In that case we'll need to figure out how to record this in the
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books."
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(and (= (:category record) "PFML ER PU") (not (zero? (:amount record)))))
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(defn warnings [records]
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(->> records
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(filter non-zero-pfml?)
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(map :name)
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(map #(str "Non-zero \"PFML ER PU\" record found for " %))))
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(defn- cat->payroll-type
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"Map the CSV withholding categories to Beancount payroll-type tags."
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@ -16,6 +16,17 @@
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(def paychex-csv-2025 (->> "example-paychex-pay-item-details-2025.csv"
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clojure.java.io/resource
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import/read-csv))
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(def paychex-csv-2026 (->> "example-paychex-pay-item-details-2026.csv"
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clojure.java.io/resource
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import/read-csv))
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(deftest warns-about-non-zero-pfml-records
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(let [records [{:name "Doe-Jane"
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:category "PFML ER PU"
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:type "Fringe Benefits"
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:amount 1M}]
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warnings (import/warnings records)]
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(is (= (count warnings) 1) "Expected a non-zero PFML warning")))
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(deftest render-transaction
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(let [transaction '{:date "DATE"
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@ -102,7 +113,8 @@ DATE txn \"Paychex\" \"Monthly Payroll - PERIOD - Fee\"
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:meta {:entity "Citizen-Jill" :tax-implication "Reimbursement"}})}]]
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(are [records] (= expected (import/net-pay "DATE" "PERIOD" "TODO-PAY-INVOICE" {} records))
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paychex-csv-2024
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paychex-csv-2025)))
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paychex-csv-2025
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paychex-csv-2026)))
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(deftest individual-taxes
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(let [expected '({:date "DATE"
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