Nicer CLI example

Author: piotrekno1

README.md

@@ -34,6 +34,17 @@ Use `wildedge run` to execute an existing Python entrypoint with WildEdge runtim
 wildedge run --dsn "https://<secret>@ingest.wildedge.dev/<key>" -- python app.py
 ```
 
+End-to-end CLI wrapper example:
+
+```bash
+WILDEDGE_DSN="https://<secret>@ingest.wildedge.dev/<key>" \
+wildedge run --print-startup-report --integrations timm -- \
+python examples/cli/cli_wrapper_example.py
+```
+
+See `examples/cli/cli_wrapper_example.py` for a script that has no WildEdge SDK calls in user code.
+Use `examples/cli/run_cli_wrapper_example.sh` for a ready-to-run command wrapper.
+
 Module entrypoints are supported:
 
 ```bash

examples/cli/cli_wrapper_example.py

@@ -0,0 +1,25 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = ["wildedge-sdk", "torch", "timm"]
+#
+# [tool.uv.sources]
+# wildedge-sdk = { path = "..", editable = true }
+# ///
+"""CLI wrapper example.
+
+Run:
+  WILDEDGE_DSN="https://<secret>@ingest.wildedge.dev/<key>" \
+  wildedge run --print-startup-report --integrations timm -- \
+  python examples/cli_wrapper_example.py
+"""
+
+import timm
+import torch
+
+model = timm.create_model("resnet18", pretrained=False).eval()
+batch = torch.randn(1, 3, 224, 224)
+
+with torch.inference_mode():
+    output = model(batch)
+
+print("output shape:", tuple(output.shape))

examples/cli/run_cli_wrapper_example.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+if [[ -z "${WILDEDGE_DSN:-}" ]]; then
+  echo "WILDEDGE_DSN is required. Example:" >&2
+  echo '  export WILDEDGE_DSN="https://<secret>@ingest.wildedge.dev/<key>"' >&2
+  exit 1
+fi
+
+wildedge run --print-startup-report --integrations timm -- \
+  python examples/cli/cli_wrapper_example.py