CSV report

dp_wizard/app/results_panel.py

@@ -1,6 +1,8 @@
 from pathlib import Path
 
 from shiny import ui, render, reactive, Inputs, Outputs, Session
+from faicons import icon_svg
+from htmltools.tags import table, tr, td
 
 from dp_wizard.utils.code_generators import (
     NotebookGenerator,
@@ -14,21 +16,35 @@
 wait_message = "Please wait."
 
 
+def td_button(name: str, ext: str, icon: str):
+    function_name = f'download_{name.lower().replace(" ", "_")}'
+    return (
+        td(
+            ui.download_button(
+                function_name,
+                [
+                    icon_svg(icon, margin_right="0.5em"),
+                    f"Download {name} ({ext})",
+                ],
+                width="20em",
+            )
+        ),
+    )
+
+
 def results_ui():
     return ui.nav_panel(
         "Download results",
         ui.markdown("You can now make a differentially private release of your data."),
-        ui.download_button(
-            "download_report",
-            "Download Report (.txt)",
-        ),
-        ui.download_button(
-            "download_script",
-            "Download Script (.py)",
-        ),
-        ui.download_button(
-            "download_notebook",
-            "Download Notebook (.ipynb)",
+        table(
+            tr(
+                td_button("Notebook", ".ipynb", "book"),
+                td_button("Script", ".py", "python"),
+            ),
+            tr(
+                td_button("Report", ".txt", "file-lines"),
+                td_button("Table", ".csv", "file-csv"),
+            ),
         ),
         value="results_panel",
     )
@@ -106,3 +122,16 @@ async def download_report():
                 Path(__file__).parent.parent / "tmp" / "report.txt"
             ).read_text()
             yield report_txt
+
+    @render.download(
+        filename="dp-wizard-report.csv",
+        media_type="text/plain",
+    )
+    async def download_table():
+        with ui.Progress() as progress:
+            progress.set(message=wait_message)
+            notebook_nb()  # Evaluate just for the side effect of creating report.
+            report_csv = (
+                Path(__file__).parent.parent / "tmp" / "report.csv"
+            ).read_text()
+            yield report_csv

dp_wizard/tmp/.gitignore

@@ -1,2 +1,3 @@
 demo.csv
 report.txt
+report.csv

dp_wizard/utils/code_generators/__init__.py

@@ -120,35 +120,34 @@ def _make_context(self):
         return str(self._make_partial_context().fill_values(CSV_PATH=self.csv_path))
 
     def _make_extra_blocks(self):
-        identifiers = [name_to_identifier(name) for name in self.columns.keys()]
         outputs_expression = (
             "{"
             + ",".join(
                 str(
                     Template("report_kv")
                     .fill_values(
-                        IDENTIFIER=id,
+                        NAME=name,
                         CONFIDENCE=confidence,
                     )
                     .fill_expressions(
-                        IDENTIFIER_HISTOGRAM=f"{id}_histogram",
-                        IDENTIFIER_ACCURACY=f"{id}_accuracy",
+                        IDENTIFIER_HISTOGRAM=f"{name_to_identifier(name)}_histogram",
+                        IDENTIFIER_ACCURACY=f"{name_to_identifier(name)}_accuracy",
                     )
                 )
-                for id in identifiers
+                for name in self.columns.keys()
             )
             + "}"
         )
+        tmp_path = Path(__file__).parent.parent.parent / "tmp"
         reports_block = str(
             Template("reports")
             .fill_expressions(
                 OUTPUTS=outputs_expression,
             )
             .fill_values(
                 CSV_PATH=self.csv_path,
-                REPORT_PATH=str(
-                    Path(__file__).parent.parent.parent / "tmp" / "report.txt"
-                ),
+                TXT_REPORT_PATH=str(tmp_path / "report.txt"),
+                CSV_REPORT_PATH=str(tmp_path / "report.csv"),
             )
         )
         return {"REPORTS_BLOCK": reports_block}

dp_wizard/utils/code_generators/no-tests/_report_kv.py

@@ -1,4 +1,4 @@
-IDENTIFIER: {
+NAME: {
     "histogram": dict(zip(*df_to_columns(IDENTIFIER_HISTOGRAM))),
     "accuracy": IDENTIFIER_ACCURACY,
     "confidence": CONFIDENCE,

dp_wizard/utils/code_generators/no-tests/_reports.py

@@ -1,5 +1,38 @@
 from yaml import dump
 from pathlib import Path
+import csv
+
+
+# https://stackoverflow.com/a/6027615/10727889
+def flatten_dict(dictionary, parent_key=""):
+    """
+    Walk tree to return flat dictionary.
+    >>> from pprint import pp
+    >>> pp(flatten_dict({
+    ...     "inputs": {
+    ...         "data": "fake.csv"
+    ...     },
+    ...     "outputs": {
+    ...         "a column": {
+    ...             "(0, 1]": 24,
+    ...             "(1, 2]": 42,
+    ...         }
+    ...     }
+    ... }))
+    {'inputs: data': 'fake.csv',
+     'outputs: a column: (0, 1]': 24,
+     'outputs: a column: (1, 2]': 42}
+    """
+    separator = ": "
+    items = []
+    for key, value in dictionary.items():
+        new_key = parent_key + separator + key if parent_key else key
+        if isinstance(value, dict):
+            items.extend(flatten_dict(value, new_key).items())
+        else:
+            items.append((new_key, value))
+    return dict(items)
+
 
 report = {
     "inputs": {
@@ -9,4 +42,10 @@
 }
 
 print(dump(report))
-Path(REPORT_PATH).write_text(dump(report))
+Path(TXT_REPORT_PATH).write_text(dump(report))
+
+flat_report = flatten_dict(report)
+with Path(CSV_REPORT_PATH).open(mode="w", newline="") as handle:
+    writer = csv.writer(handle)
+    for kv_pair in flat_report.items():
+        writer.writerow(kv_pair)

tests/test_app.py

@@ -117,14 +117,23 @@ def expect_no_error():
     expect_visible(download_results_text)
     expect_no_error()
 
-    # Notebook:
-    with page.expect_download() as report_download_info:
-        page.get_by_text("Download report").click()
+    # Text Report:
+    with page.expect_download() as text_report_download_info:
+        page.get_by_text("Download report (.txt)").click()
+    expect_no_error()
+
+    report_download = text_report_download_info.value
+    report = report_download.path().read_text()
+    assert "confidence: 0.95" in report
+
+    # CSV Report:
+    with page.expect_download() as csv_report_download_info:
+        page.get_by_text("Download table (.csv)").click()
     expect_no_error()
 
-    report_download = report_download_info.value
+    report_download = csv_report_download_info.value
     report = report_download.path().read_text()
-    assert "inputs:" in report
+    assert "outputs: grade: confidence,0.95" in report
 
     # Script:
     with page.expect_download() as script_download_info: