Feat: Toggl to Justworks hours conversion

.gitignore

@@ -9,6 +9,7 @@ __pycache__
 *.egg-info
 notebooks/data/*
 !notebooks/data/harvest-sample.csv
+!notebooks/data/justworks-sample.csv
 !notebooks/data/toggl-project-info-sample.json
 !notebooks/data/toggl-sample.csv
 !notebooks/data/toggl-user-info-sample.json

LICENSE

@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright [yyyy] [name of copyright owner]
+   Copyright 2025 Compiler LLC
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

README.md

@@ -81,14 +81,17 @@ Use this command to download a time report from Toggl in CSV format:
 
 ```bash
 $ compiler-admin time download -h
-usage: compiler-admin time download [-h] [--start YYYY-MM-DD] [--end YYYY-MM-DD] [--output OUTPUT]
-                                    [--client CLIENT_ID] [--project PROJECT_ID] [--task TASK_ID] [--user USER_ID]
+usage: compiler-admin time download [-h] [--start YYYY-MM-DD] [--end YYYY-MM-DD]
+                                    [--output OUTPUT] [--all] [--client CLIENT_ID]
+                                    [--project PROJECT_ID] [--task TASK_ID]
+                                    [--user USER_ID]
 
 options:
   -h, --help            show this help message and exit
   --start YYYY-MM-DD    The start date of the reporting period. Defaults to the beginning of the prior month.
   --end YYYY-MM-DD      The end date of the reporting period. Defaults to the end of the prior month.
-  --output OUTPUT       The path to the file where converted data should be written. Defaults to stdout.
+  --output OUTPUT       The path to the file where downloaded data should be written. Defaults to $TOGGL_DATA or stdout.
+  --all                 Download all time entries. The default is to download only billable time entries.
   --client CLIENT_ID    An ID for a Toggl Client to filter for in reports. Can be supplied more than once.
   --project PROJECT_ID  An ID for a Toggl Project to filter for in reports. Can be supplied more than once.
   --task TASK_ID        An ID for a Toggl Project Task to filter for in reports. Can be supplied more than once.
@@ -101,13 +104,18 @@ With a CSV exported from either Harvest or Toggl, use this command to convert to
 
 ```bash
 $ compiler-admin time convert -h
-usage: compiler-admin time convert [-h] [--input INPUT] [--output OUTPUT] [--client CLIENT]
+usage: compiler-admin time convert [-h] [--input INPUT] [--output OUTPUT] [--from {harvest,toggl}]
+                                   [--to {harvest,justworks,toggl}] [--client CLIENT]
 
 options:
-  -h, --help       show this help message and exit
-  --input INPUT    The path to the source data for conversion. Defaults to stdin.
-  --output OUTPUT  The path to the file where converted data should be written. Defaults to stdout.
-  --client CLIENT  The name of the client to use in converted data.
+  -h, --help            show this help message and exit
+  --input INPUT         The path to the source data for conversion. Defaults to $TOGGL_DATA or stdin.
+  --output OUTPUT       The path to the file where converted data should be written. Defaults to $HARVEST_DATA or stdout.
+  --from {harvest,toggl}
+                        The format of the source data. Defaults to 'toggl'.
+  --to {harvest,justworks,toggl}
+                        The format of the converted data. Defaults to 'harvest'.
+  --client CLIENT       The name of the client to use in converted data.
 ```
 
 ## Working with users

compiler_admin/api/toggl.py

@@ -60,7 +60,6 @@ def detailed_time_entries(self, start_date: datetime, end_date: datetime, **kwar
         Extra `kwargs` are passed through as a POST json body.
 
         By default, requests a report with the following configuration:
-            * `billable=True`
             * `rounding=1` (True, but this is an int param)
             * `rounding_minutes=15`
 
@@ -82,7 +81,6 @@ def detailed_time_entries(self, start_date: datetime, end_date: datetime, **kwar
         self.timeout = max(current_timeout, dynamic_timeout)
 
         params = dict(
-            billable=True,
             start_date=start,
             end_date=end,
             rounding=1,

compiler_admin/commands/time/convert.py

@@ -1,26 +1,29 @@
 from argparse import Namespace
 
-import pandas as pd
-
 from compiler_admin import RESULT_SUCCESS
-from compiler_admin.services.harvest import INPUT_COLUMNS as TOGGL_COLUMNS, convert_to_toggl
-from compiler_admin.services.toggl import INPUT_COLUMNS as HARVEST_COLUMNS, convert_to_harvest
+from compiler_admin.services.harvest import CONVERTERS as HARVEST_CONVERTERS
+from compiler_admin.services.toggl import CONVERTERS as TOGGL_CONVERTERS
+
+
+CONVERTERS = {"harvest": HARVEST_CONVERTERS, "toggl": TOGGL_CONVERTERS}
 
 
-def _get_source_converter(source):
-    columns = pd.read_csv(source, nrows=0).columns.tolist()
+def _get_source_converter(from_fmt: str, to_fmt: str):
+    from_fmt = from_fmt.lower().strip() if from_fmt else ""
+    to_fmt = to_fmt.lower().strip() if to_fmt else ""
+    converter = CONVERTERS.get(from_fmt, {}).get(to_fmt)
 
-    if set(HARVEST_COLUMNS) <= set(columns):
-        return convert_to_harvest
-    elif set(TOGGL_COLUMNS) <= set(columns):
-        return convert_to_toggl
+    if converter:
+        return converter
     else:
-        raise NotImplementedError("A converter for the given source data does not exist.")
+        raise NotImplementedError(
+            f"A converter for the given source and target formats does not exist: {from_fmt} to {to_fmt}"
+        )
 
 
 def convert(args: Namespace, *extras):
-    converter = _get_source_converter(args.input)
+    converter = _get_source_converter(args.from_fmt, args.to_fmt)
 
-    converter(args.input, args.output, args.client)
+    converter(source_path=args.input, output_path=args.output, client_name=args.client)
 
     return RESULT_SUCCESS

compiler_admin/commands/time/download.py

@@ -1,11 +1,13 @@
 from argparse import Namespace
 
 from compiler_admin import RESULT_SUCCESS
-from compiler_admin.services.toggl import INPUT_COLUMNS as TOGGL_COLUMNS, download_time_entries
+from compiler_admin.services.toggl import TOGGL_COLUMNS, download_time_entries
 
 
 def download(args: Namespace, *extras):
-    params = dict(start_date=args.start, end_date=args.end, output_path=args.output, output_cols=TOGGL_COLUMNS)
+    params = dict(
+        start_date=args.start, end_date=args.end, output_path=args.output, output_cols=TOGGL_COLUMNS, billable=args.billable
+    )
 
     if args.client_ids:
         params.update(dict(client_ids=args.client_ids))

compiler_admin/main.py

@@ -9,6 +9,7 @@
 from compiler_admin.commands.info import info
 from compiler_admin.commands.init import init
 from compiler_admin.commands.time import time
+from compiler_admin.commands.time.convert import CONVERTERS
 from compiler_admin.commands.user import user
 from compiler_admin.commands.user.convert import ACCOUNT_TYPE_OU
 
@@ -78,6 +79,20 @@ def setup_time_command(cmd_parsers: _SubParsersAction):
         default=os.environ.get("HARVEST_DATA", sys.stdout),
         help="The path to the file where converted data should be written. Defaults to $HARVEST_DATA or stdout.",
     )
+    time_convert.add_argument(
+        "--from",
+        default="toggl",
+        choices=sorted(CONVERTERS.keys()),
+        dest="from_fmt",
+        help="The format of the source data. Defaults to 'toggl'.",
+    )
+    time_convert.add_argument(
+        "--to",
+        default="harvest",
+        choices=sorted([to_fmt for sub in CONVERTERS.values() for to_fmt in sub.keys()]),
+        dest="to_fmt",
+        help="The format of the converted data. Defaults to 'harvest'.",
+    )
     time_convert.add_argument("--client", default=None, help="The name of the client to use in converted data.")
 
     time_download = add_sub_cmd(time_subcmds, "download", help="Download a Toggl report in CSV format.")
@@ -100,6 +115,13 @@ def setup_time_command(cmd_parsers: _SubParsersAction):
         default=os.environ.get("TOGGL_DATA", sys.stdout),
         help="The path to the file where downloaded data should be written. Defaults to $TOGGL_DATA or stdout.",
     )
+    time_download.add_argument(
+        "--all",
+        default=True,
+        action="store_false",
+        dest="billable",
+        help="Download all time entries. The default is to download only billable time entries.",
+    )
     time_download.add_argument(
         "--client",
         dest="client_ids",

compiler_admin/services/harvest.py

@@ -8,10 +8,10 @@
 import compiler_admin.services.files as files
 
 # input CSV columns needed for conversion
-INPUT_COLUMNS = ["Date", "Client", "Project", "Notes", "Hours", "First name", "Last name"]
+HARVEST_COLUMNS = ["Date", "Client", "Project", "Notes", "Hours", "First name", "Last name"]
 
 # default output CSV columns
-OUTPUT_COLUMNS = ["Email", "Start date", "Start time", "Duration", "Project", "Task", "Client", "Billable", "Description"]
+TOGGL_COLUMNS = ["Email", "Start date", "Start time", "Duration", "Project", "Task", "Client", "Billable", "Description"]
 
 
 def _calc_start_time(group: pd.DataFrame):
@@ -33,8 +33,9 @@ def _toggl_client_name():
 def convert_to_toggl(
     source_path: str | TextIO = sys.stdin,
     output_path: str | TextIO = sys.stdout,
+    output_cols: list[str] = TOGGL_COLUMNS,
     client_name: str = None,
-    output_cols: list[str] = OUTPUT_COLUMNS,
+    **kwargs,
 ):
     """Convert Harvest formatted entries in source_path to equivalent Toggl formatted entries.
 
@@ -52,7 +53,7 @@ def convert_to_toggl(
         client_name = _toggl_client_name()
 
     # read CSV file, parsing dates
-    source = files.read_csv(source_path, usecols=INPUT_COLUMNS, parse_dates=["Date"], cache_dates=True)
+    source = files.read_csv(source_path, usecols=HARVEST_COLUMNS, parse_dates=["Date"], cache_dates=True)
 
     # rename columns that can be imported as-is
     source.rename(columns={"Project": "Task", "Notes": "Description", "Date": "Start date"}, inplace=True)
@@ -89,3 +90,6 @@ def convert_to_toggl(
     output_data.sort_values(["Start date", "Start time", "Email"], inplace=True)
 
     files.write_csv(output_path, output_data, output_cols)
+
+
+CONVERTERS = {"toggl": convert_to_toggl}