causify-ai · gpsaggese · Jul 24, 2025 · Jul 24, 2025 · Jul 24, 2025
diff --git a/CLAUDE.md b/CLAUDE.md
@@ -104,3 +104,9 @@ import config_root.config.config_ as crococon
 
 ### Code Conventions
 - Coding guidelines are in `docs/code_guidelines/all.coding_style_guidelines.reference.md`
+
+- Templates for code are:
+  - `code_template.py`: template for code
+  - `unit_test_template.py`: template for unit test
+  - `dev_scripts_helpers/coding_tools/script_template.py`: template for
+    self-standing Python script
diff --git a/config_root/config/test/test_config.py b/config_root/config/test/test_config.py
@@ -2300,13 +2300,19 @@ def execute_stmt(
             raise ValueError(f"Invalid mode={mode}")
         _LOG.debug("config=\n%s", actual)
         if expected is not None:
-            self.assert_equal(actual, expected, purify_text=True, fuzzy_match=True)
+            self.assert_equal(
+                actual, expected, purify_text=True, fuzzy_match=True
+            )
         # Package the output.
         actual = hprint.frame(stmt) + "\n" + actual
         return actual
 
     def raise_stmt(
-        self, stmt: str, assertion_type: Any, expected: Optional[str], globals_: Dict
+        self,
+        stmt: str,
+        assertion_type: Any,
+        expected: Optional[str],
+        globals_: Dict,
     ) -> None:
         _LOG.debug("\n" + hprint.frame(stmt))
         with self.assertRaises(assertion_type) as cm:

diff --git a/config_root/config/test/test_config_utils.py b/config_root/config/test/test_config_utils.py
@@ -416,7 +416,9 @@ def test1(self) -> None:
         config1 = _get_test_config1()
         config2 = _get_test_config2()
         #
-        actual = cconfig.build_config_diff_dataframe({"1": config1, "2": config2})
+        actual = cconfig.build_config_diff_dataframe(
+            {"1": config1, "2": config2}
+        )
         actual = hpandas.df_to_str(actual, num_rows=None)
         #
         expected = pd.DataFrame(
@@ -433,7 +435,9 @@ def test2(self) -> None:
         """
         config1 = _get_test_config1()
         #
-        actual = cconfig.build_config_diff_dataframe({"1": config1, "2": config1})
+        actual = cconfig.build_config_diff_dataframe(
+            {"1": config1, "2": config1}
+        )
         actual = hpandas.df_to_str(actual, num_rows=None)
         #
         expected = """

diff --git a/dev_scripts_helpers/documentation/render_images.py b/dev_scripts_helpers/documentation/render_images.py
@@ -101,8 +101,10 @@ def _get_rendered_file_paths(
 # #############################################################################
 
 
-# Save cache to disk for persistence.
-@hcacsimp.simple_cache(write_through=True)
+@hcacsimp.simple_cache(
+    # Save cache to disk for persistence.
+    write_through=True
+)
 def _render_image_code(
     image_code_txt: str,
     image_code_idx: int,

diff --git a/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/output/test.txt b/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/output/test.txt
@@ -7,10 +7,10 @@ $GIT_ROOT/dev_scripts_helpers/documentation/preprocess_notes.py --input $GIT_ROO
 # render_images
 $GIT_ROOT/dev_scripts_helpers/documentation/render_images.py --in_file_name $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.preprocess_notes.txt --out_file_name $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.render_image.txt
 # run_pandoc
-docker run --rm --user $(id -u):$(id -g) -e AM_GDRIVE_PATH -e AM_TELEGRAM_TOKEN -e CSFY_AWS_PROFILE -e CSFY_AWS_S3_BUCKET -e CSFY_ECR_BASE_PATH -e CSFY_HOST_NAME -e CSFY_HOST_OS_NAME -e CSFY_HOST_OS_VERSION -e CSFY_HOST_USER_NAME -e OPENAI_API_KEY -e OPENROUTER_API_KEY -e QUANDL_API_KEY --workdir /app --mount type=bind,source=$GIT_ROOT,target=/app tmp.pandoc_texlive.arm64.8689d816.xxxxxxxx /helpers_root/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.render_image2.txt --output /helpers_root/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.tex --template /helpers_root/dev_scripts_helpers/documentation/pandoc.latex -V geometry:margin=1in -f markdown --number-sections --highlight-style=tango -s -t latex
+docker run --rm --user $(id -u):$(id -g) -e AM_CONTAINER_VERSION -e CSFY_AWS_ACCESS_KEY_ID -e CSFY_AWS_DEFAULT_REGION -e CSFY_AWS_PROFILE -e CSFY_AWS_S3_BUCKET -e CSFY_AWS_SECRET_ACCESS_KEY -e CSFY_AWS_SESSION_TOKEN -e CSFY_CI -e CSFY_ECR_BASE_PATH -e CSFY_ENABLE_DIND -e CSFY_FORCE_TEST_FAIL -e CSFY_GIT_ROOT_PATH -e CSFY_HELPERS_ROOT_PATH -e CSFY_HOST_GIT_ROOT_PATH -e CSFY_HOST_NAME -e CSFY_HOST_OS_NAME -e CSFY_HOST_OS_VERSION -e CSFY_HOST_USER_NAME -e CSFY_REPO_CONFIG_CHECK -e CSFY_REPO_CONFIG_PATH -e CSFY_TELEGRAM_TOKEN -e CSFY_USE_HELPERS_AS_NESTED_MODULE -e OPENAI_API_KEY --workdir $GIT_ROOT --mount type=bind,source=$CSFY_HOST_GIT_ROOT_PATH,target=$GIT_ROOT tmp.pandoc_texlive.aarch64.xxxxxxxx $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.render_image2.txt --output $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.tex --template $GIT_ROOT/dev_scripts_helpers/documentation/pandoc.latex -V geometry:margin=1in -f markdown --number-sections --highlight-style=tango -s -t latex
 # latex
 cp -f $GIT_ROOT/dev_scripts_helpers/documentation/latex_abbrevs.sty $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch
-docker run --rm --user $(id -u):$(id -g) -e AM_GDRIVE_PATH -e AM_TELEGRAM_TOKEN -e CSFY_AWS_PROFILE -e CSFY_AWS_S3_BUCKET -e CSFY_ECR_BASE_PATH -e CSFY_HOST_NAME -e CSFY_HOST_OS_NAME -e CSFY_HOST_OS_VERSION -e CSFY_HOST_USER_NAME -e OPENAI_API_KEY -e OPENROUTER_API_KEY -e QUANDL_API_KEY --workdir /app --mount type=bind,source=$GIT_ROOT,target=/app tmp.latex.arm64.2f590c86.xxxxxxxx pdflatex -output-directory /helpers_root/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch --interaction=nonstopmode --halt-on-error --shell-escape /helpers_root/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.tex
+docker run --rm --user $(id -u):$(id -g) -e AM_CONTAINER_VERSION -e CSFY_AWS_ACCESS_KEY_ID -e CSFY_AWS_DEFAULT_REGION -e CSFY_AWS_PROFILE -e CSFY_AWS_S3_BUCKET -e CSFY_AWS_SECRET_ACCESS_KEY -e CSFY_AWS_SESSION_TOKEN -e CSFY_CI -e CSFY_ECR_BASE_PATH -e CSFY_ENABLE_DIND -e CSFY_FORCE_TEST_FAIL -e CSFY_GIT_ROOT_PATH -e CSFY_HELPERS_ROOT_PATH -e CSFY_HOST_GIT_ROOT_PATH -e CSFY_HOST_NAME -e CSFY_HOST_OS_NAME -e CSFY_HOST_OS_VERSION -e CSFY_HOST_USER_NAME -e CSFY_REPO_CONFIG_CHECK -e CSFY_REPO_CONFIG_PATH -e CSFY_TELEGRAM_TOKEN -e CSFY_USE_HELPERS_AS_NESTED_MODULE -e OPENAI_API_KEY --workdir $GIT_ROOT --mount type=bind,source=$CSFY_HOST_GIT_ROOT_PATH,target=$GIT_ROOT tmp.latex.aarch64.xxxxxxxx pdflatex -output-directory $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch --interaction=nonstopmode --halt-on-error --shell-escape $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.tex
 # latex again
 \cp -af $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/tmp.notes_to_pdf.pdf $GIT_ROOT/dev_scripts_helpers/documentation/test/outcomes/Test_notes_to_pdf1.test3/tmp.scratch/output.pdf
 # copy_to_gdrive

diff --git a/dev_scripts_helpers/documentation/test/outcomes/Test_preprocess_notes1.test2/output/test.txt b/dev_scripts_helpers/documentation/test/outcomes/Test_preprocess_notes1.test2/output/test.txt
diff --git a/...cumentation/test/outcomes/Test_preprocess_notes_end_to_end1.test_run_all2/output/test.txt b/...cumentation/test/outcomes/Test_preprocess_notes_end_to_end1.test_run_all2/output/test.txt
@@ -0,0 +1,7 @@
+---
+fontsize: 10pt
+---
+\let\emph\textit
+\let\uline\underline
+\let\ul\underline
+/app/helpers_root/dev_scripts_helpers/documentation/test/outcomes/Test_preprocess_notes_end_to_end1.test_run_all2/input/input.txt
diff --git a/..._preprocess_notes1.test1/input/input1.txt → ..._notes_executable1.test1/input/input1.txt b/..._preprocess_notes1.test1/input/input1.txt → ..._notes_executable1.test1/input/input1.txt
diff --git a/...t_preprocess_notes1.test1/output/test.txt → ...s_notes_executable1.test1/output/test.txt b/...t_preprocess_notes1.test1/output/test.txt → ...s_notes_executable1.test1/output/test.txt
diff --git a/..._preprocess_notes1.test2/input/input1.txt → ..._notes_executable1.test2/input/input1.txt b/..._preprocess_notes1.test2/input/input1.txt → ..._notes_executable1.test2/input/input1.txt
diff --git a/...lpers/documentation/test/outcomes/Test_preprocess_notes_executable1.test2/output/test.txt b/...lpers/documentation/test/outcomes/Test_preprocess_notes_executable1.test2/output/test.txt
@@ -0,0 +1,30 @@
+---
+fontsize: 10pt
+---
+\let\emph\textit
+\let\uline\underline
+\let\ul\underline
+# 14, Topics in Demand and Supply Analysis (p. 6, 843)
+
+## Introduction
+
+- **Economics**
+- Economics is the study of:
+    - production
+    - distribution
+    - consumption
+
+- Macroeconomics deals with aggregated economic quantities
+    - E.g., national output and national income
+
+- Microeconomics deals with markets and decision making of individual economic
+  units
+    - E.g., consumers, businesses
+
+- Microeconomics classifies private economic units into:
+    - consumers (aka households)
+        - consumption (= demand for goods and services)
+        - utility maximizing individuals (i.e., maximizing satisfaction from
+          present and future consumption)
+    - businesses (aka companies, firms)
+        - supply of goods and services by profit maximizing firms