From 7fd9886edd25ca752408d2884d61892cf6f60981 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 14 Apr 2026 13:53:45 +0200
Subject: [PATCH 1/3] Adapt structlog configuration to be more human-friendly

* Switch timestamp from ISO to Y-m-d HH:MM:SS
* Get rid of padding after log level
* Remove callsite information; not useful for user
---
 exasol/toolbox/__init__.py | 14 +++-----------
 1 file changed, 3 insertions(+), 11 deletions(-)

diff --git a/exasol/toolbox/__init__.py b/exasol/toolbox/__init__.py
index efbda7a1f..e5276f400 100644
--- a/exasol/toolbox/__init__.py
+++ b/exasol/toolbox/__init__.py
@@ -4,8 +4,6 @@
 import structlog
 from structlog.dev import ConsoleRenderer
 from structlog.processors import (
-    CallsiteParameter,
-    CallsiteParameterAdder,
     TimeStamper,
     add_log_level,
     format_exc_info,
@@ -18,16 +16,10 @@
     processors=[
         # 1. Enrich the data first
         add_log_level,
-        TimeStamper(fmt="iso"),
-        CallsiteParameterAdder(
-            {
-                CallsiteParameter.MODULE,
-                CallsiteParameter.FUNC_NAME,
-            }
-        ),
+        TimeStamper(fmt="%Y-%m-%d %H:%M:%S"),
         # 2. Handle exceptions
         format_exc_info,
-        # 3. Rendering option
-        ConsoleRenderer(),
+        # 3. Render
+        ConsoleRenderer(pad_level=False),
     ],
 )

From bc3921a2c475f3b42df590d3c7b2832f64516ddf Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 14 Apr 2026 14:12:34 +0200
Subject: [PATCH 2/3] Switch so subsystem is only on the debug level

---
 exasol/toolbox/util/workflows/__init__.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/exasol/toolbox/util/workflows/__init__.py b/exasol/toolbox/util/workflows/__init__.py
index 6eb60c176..ab6a48248 100644
--- a/exasol/toolbox/util/workflows/__init__.py
+++ b/exasol/toolbox/util/workflows/__init__.py
@@ -1,3 +1,8 @@
 import structlog
 
-logger = structlog.get_logger(__name__).bind(subsystem="workflows")
+from exasol.toolbox import log_level
+
+logger = structlog.get_logger(__name__)
+
+if log_level == "DEBUG":
+    logger = logger.bind(subsystem="workflows")

From 7a5be3c5a74686d5d0494bedb29d95d097210cf9 Mon Sep 17 00:00:00 2001
From: Ariel Schulz <ariel.schulz@exasol.com>
Date: Tue, 14 Apr 2026 14:14:48 +0200
Subject: [PATCH 3/3] Switch 'Load workflow template' to debug

---
 doc/changes/unreleased.md                 | 4 ++++
 exasol/toolbox/util/workflows/workflow.py | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index a4e73a370..eb8a0b83e 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -19,3 +19,7 @@ as described in the [Pull Request description](https://exasol.github.io/python-t
 ## Bugfix
 
 * #766: Fixed `action/upload-pages-artifact` from v5 to v5.0.0
+
+## Feature
+
+* #733: Adjusted structlog and log level for workflow generation
diff --git a/exasol/toolbox/util/workflows/workflow.py b/exasol/toolbox/util/workflows/workflow.py
index 69b9e9654..92dfdef06 100644
--- a/exasol/toolbox/util/workflows/workflow.py
+++ b/exasol/toolbox/util/workflows/workflow.py
@@ -47,7 +47,7 @@ def load_from_template(
         patch_yaml: WorkflowCommentedMap | None = None,
     ):
         with bound_contextvars(template_file_name=file_path.name):
-            logger.info("Load workflow template: %s", file_path.name)
+            logger.debug("Load workflow template: %s", file_path.name)
 
             if not file_path.exists():
                 raise FileNotFoundError(file_path)