weiqingy commented on code in PR #708:
URL: https://github.com/apache/flink-agents/pull/708#discussion_r3315351618


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.github/workflows/nightly-e2e.yml:
##########
@@ -0,0 +1,68 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+name: Nightly E2E Tests
+
+on:
+  schedule:
+    - cron: '0 0 * * *'
+  workflow_dispatch:

Review Comment:
   Nightly + manual dispatch means a regression in `examples/**`, 
`python/flink_agents/examples/**`, or `tools/install.sh` can sit undetected for 
up to 24h. Would a path-filtered `pull_request:` trigger for those paths make 
sense here, with the cron staying as the safety net for transitive-dep changes? 
The Flink download + full build is non-trivial wall time per PR, so the 
nightly-only choice is defensible too — curious which trade-off you prefer.



##########
e2e-test/test-scripts/test_submit_examples_to_flink.sh:
##########
@@ -0,0 +1,339 @@
+#!/usr/bin/env bash
+#
+#   Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+# limitations under the License.
+#
+#
+# Submits the Java/Python examples to a local Flink standalone cluster and
+# checks that the JobManager accepts each one. The examples talk to remote
+# LLM APIs, so we only verify submission, then cancel the jobs.
+#
+# Env: FLINK_VERSION (default 2.2.0), FLINK_HOME (reuse existing install),
+#      VERBOSE=1 (set -x).
+
+set -euo pipefail
+
+if [[ "${VERBOSE:-0}" == "1" ]]; then
+    set -x
+fi
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[0;33m'
+BLUE='\033[0;34m'
+NC='\033[0m'
+
+log_info()    { printf "${BLUE}[INFO]${NC}  %s\n"  "$*"; }
+log_ok()      { printf "${GREEN}[OK]${NC}    %s\n" "$*"; }
+log_warn()    { printf "${YELLOW}[WARN]${NC}  %s\n" "$*"; }
+log_error()   { printf "${RED}[ERROR]${NC} %s\n"   "$*" >&2; }
+log_section() {
+    printf 
"\n${BLUE}==============================================================${NC}\n"
+    printf "${BLUE}>>> %s${NC}\n" "$*"
+    printf   
"${BLUE}==============================================================${NC}\n"
+}
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+ROOT_DIR="$(cd "$SCRIPT_DIR/../.."; pwd)"
+log_info "Project root: $ROOT_DIR"
+
+FLINK_VERSION="${FLINK_VERSION:-2.2.0}"
+FLINK_MAJOR_MINOR="${FLINK_VERSION%.*}"
+SUBMIT_TIMEOUT="${SUBMIT_TIMEOUT:-180}"
+
+# Bash 3 (default on macOS) lacks associative arrays.
+RESULT_NAMES=()
+RESULT_STATES=()
+SUBMITTED_JOB_IDS=()
+
+cleanup() {
+    local exit_code=$?
+    log_section "Cleanup"
+
+    if [[ -n "${FLINK_HOME:-}" && -x "$FLINK_HOME/bin/flink" ]]; then
+        for jid in "${SUBMITTED_JOB_IDS[@]:-}"; do
+            [[ -n "$jid" ]] || continue
+            log_info "Cancelling job $jid"
+            "$FLINK_HOME/bin/flink" cancel "$jid" >/dev/null 2>&1 || true
+        done
+
+        if [[ -x "$FLINK_HOME/bin/stop-cluster.sh" ]]; then
+            log_info "Stopping Flink cluster"
+            "$FLINK_HOME/bin/stop-cluster.sh" >/dev/null 2>&1 || true
+        fi
+
+        if [[ -d "$FLINK_HOME/log" ]]; then
+            local log_archive="$ROOT_DIR/flink-logs-$(date 
+%Y%m%d-%H%M%S).tar.gz"
+            tar -czf "$log_archive" -C "$FLINK_HOME" log >/dev/null 2>&1 \
+                && log_info "Flink logs archived to: $log_archive" \
+                || log_warn "Failed to archive Flink logs"
+        fi
+    fi
+
+    print_summary
+    exit "$exit_code"
+}
+trap cleanup EXIT
+
+print_summary() {
+    log_section "Test summary"
+    local total=${#RESULT_NAMES[@]}
+    local passed=0
+    local failed=0
+    local i
+    for (( i = 0; i < total; i++ )); do
+        local name="${RESULT_NAMES[$i]}"
+        local state="${RESULT_STATES[$i]}"
+        if [[ "$state" == "PASS" ]]; then
+            printf "  ${GREEN}PASS${NC}  %s\n" "$name"
+            passed=$((passed + 1))
+        else
+            printf "  ${RED}FAIL${NC}  %s\n" "$name"
+            failed=$((failed + 1))
+        fi
+    done
+    printf "\nTotal: %d   Passed: %d   Failed: %d\n" "$total" "$passed" 
"$failed"

Review Comment:
   If `install_flink`, `build_project`, `stage_dist_jars`, or `start_cluster` 
dies under `set -e`, no result is ever recorded, so `print_summary` walks an 
empty `RESULT_NAMES` and prints `Total: 0   Passed: 0   Failed: 0` before 
`cleanup` propagates the original non-zero exit code. The CI job still fails on 
the exit code, but a person scanning the log sees a "zero failures" summary 
right before the red X, which is misleading when triaging a 45-minute nightly 
run.
   
   One way it could read, if useful:
   
   ```bash
   if (( total == 0 )); then
       log_error "Test setup failed before any example was submitted"
       return
   fi
   ```
   
   right above the existing `if (( failed > 0 ))` check.



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