Initial commit, 90% there

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mdares
2025-12-02 16:27:21 +00:00
commit 755028af7e
7353 changed files with 1759505 additions and 0 deletions

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# SQL to create the table
create_table_sql = """CREATE TABLE IF NOT EXISTS anomaly_events (
event_id INT AUTO_INCREMENT PRIMARY KEY,
timestamp BIGINT NOT NULL,
work_order_id VARCHAR(50),
anomaly_type VARCHAR(50) NOT NULL,
severity ENUM('info', 'warning', 'critical') NOT NULL DEFAULT 'warning',
title VARCHAR(200) NOT NULL,
description TEXT,
data_json TEXT,
kpi_snapshot_json TEXT,
status ENUM('active', 'acknowledged', 'resolved') DEFAULT 'active',
acknowledged_at BIGINT,
resolved_at BIGINT,
auto_resolved BOOLEAN DEFAULT FALSE,
cycle_count INT,
occurrence_count INT DEFAULT 1,
last_occurrence BIGINT,
notes TEXT,
INDEX idx_timestamp (timestamp),
INDEX idx_work_order (work_order_id),
INDEX idx_status (status),
INDEX idx_type (anomaly_type),
INDEX idx_severity (severity)
)"""
# Find the tab where we'll add the setup node (use the same tab as other nodes)
tab_id = None
for node in flows:
if node.get('type') == 'tab':
tab_id = node['id']
break
if not tab_id:
print("✗ Could not find a tab to add the node to")
exit(1)
# Create an inject node to trigger the table creation
inject_node = {
"id": "create_table_inject_temp",
"type": "inject",
"z": tab_id,
"name": "CREATE anomaly_events table (run once)",
"props": [{"p": "payload"}],
"repeat": "",
"crontab": "",
"once": False,
"onceDelay": 0.1,
"topic": "",
"payload": "",
"payloadType": "date",
"x": 250,
"y": 900,
"wires": [["create_table_function_temp"]]
}
# Create a function node with the SQL
function_node = {
"id": "create_table_function_temp",
"type": "function",
"z": tab_id,
"name": "Create Table SQL",
"func": f"""// Create anomaly_events table
msg.topic = `{create_table_sql}`;
msg.payload = [];
return msg;""",
"outputs": 1,
"timeout": 0,
"noerr": 0,
"initialize": "",
"finalize": "",
"libs": [],
"x": 500,
"y": 900,
"wires": [["create_table_mysql_temp"]]
}
# Create a MySQL node to execute the SQL
mysql_node = {
"id": "create_table_mysql_temp",
"type": "mysql",
"z": tab_id,
"mydb": "00d8ad2b0277f906",
"name": "Execute Create Table",
"x": 730,
"y": 900,
"wires": [["create_table_debug_temp"]]
}
# Create a debug node to show result
debug_node = {
"id": "create_table_debug_temp",
"type": "debug",
"z": tab_id,
"name": "Table Created",
"active": True,
"tosidebar": True,
"console": False,
"tostatus": False,
"complete": "true",
"targetType": "full",
"statusVal": "",
"statusType": "auto",
"x": 960,
"y": 900,
"wires": []
}
# Add all nodes to flows
flows.extend([inject_node, function_node, mysql_node, debug_node])
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ Added CREATE TABLE nodes to flows.json")
print(" - Inject node: 'CREATE anomaly_events table (run once)'")
print(" - After Node-RED restarts, click this inject button ONCE to create the table")
print(" - Check debug panel to confirm table creation")
print(" - These temporary nodes can be deleted after use")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find Work Order buttons node
work_order_buttons_node = None
for node in flows:
if node.get('id') == '9bbd4fade968036d':
work_order_buttons_node = node
break
if not work_order_buttons_node:
print("✗ Could not find Work Order buttons node")
exit(1)
# Get the current function code
func_code = work_order_buttons_node.get('func', '')
# Find the complete-work-order case and add high scrap detection
# Insert the code BEFORE "node.warn('[COMPLETE] Cleared all state flags');"
high_scrap_code = '''
// ============================================================
// HIGH SCRAP DETECTION
// ============================================================
const targetQty = Number(activeOrder.target) || 0;
const scrapCount = finalScrapParts;
const scrapPercent = targetQty > 0 ? (scrapCount / targetQty) * 100 : 0;
// Trigger: Scrap > 10% of target quantity
let anomalyMsg = null;
if (scrapPercent > 10 && targetQty > 0) {
const severity = scrapPercent > 25 ? 'critical' : 'warning';
const highScrapAnomaly = {
anomaly_type: 'high-scrap',
severity: severity,
title: `High Waste Detected`,
description: `Work order completed with ${scrapCount} scrap parts (${scrapPercent.toFixed(1)}% of target ${targetQty}). Why is there so much waste?`,
data: {
scrap_count: scrapCount,
target_quantity: targetQty,
scrap_percent: Math.round(scrapPercent * 10) / 10,
good_parts: finalGoodParts,
total_cycles: finalCycleCount
},
kpi_snapshot: {
oee: (msg.kpis && msg.kpis.oee) || global.get("currentKPIs")?.oee || 0,
availability: (msg.kpis && msg.kpis.availability) || global.get("currentKPIs")?.availability || 0,
performance: (msg.kpis && msg.kpis.performance) || global.get("currentKPIs")?.performance || 0,
quality: (msg.kpis && msg.kpis.quality) || global.get("currentKPIs")?.quality || 0
},
work_order_id: order.id,
cycle_count: finalCycleCount,
timestamp: Date.now(),
status: 'active'
};
node.warn(`[HIGH SCRAP] Detected ${scrapPercent.toFixed(1)}% scrap on work order ${order.id}`);
// Send to Event Logger (output 5)
anomalyMsg = {
topic: "anomaly-detected",
payload: [highScrapAnomaly]
};
}
'''
# Find the marker to insert before
marker = "node.warn('[COMPLETE] Cleared all state flags');"
if marker in func_code:
# Insert the high scrap code before this marker
func_code = func_code.replace(marker, high_scrap_code + '\\n ' + marker)
print("✓ Injected high scrap detection code")
else:
print("✗ Could not find marker to inject code")
exit(1)
# Also need to change the return statement to include the anomaly message
old_return = 'return [null, null, null, msg];'
new_return = 'return [null, null, null, msg, anomalyMsg];'
if old_return in func_code:
# Only replace the one in complete-work-order case
# Split by case first
parts = func_code.split('case "complete-work-order":')
before = parts[0]
after_case = parts[1]
# Split this case by the next case
case_parts = after_case.split('case "get-current-state":', 1)
this_case = case_parts[0]
rest = case_parts[1] if len(case_parts) > 1 else ''
# Replace return in this case only
this_case = this_case.replace(old_return, new_return)
# Reconstruct
func_code = before + 'case "complete-work-order":' + this_case
if rest:
func_code += 'case "get-current-state":' + rest
print("✓ Updated return statement to include anomaly message")
else:
print("⚠ Could not find return statement to update")
work_order_buttons_node['func'] = func_code
# Save flows.json
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated with high scrap detection")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# New Format Graph Data function that handles KPI history data
new_format_func = '''// Format Graph Data for KPI charts
// Check if we have KPI history data (from global context)
if (msg.topic === "kpiHistory" && msg.payload) {
const kpiData = msg.payload;
// Extract arrays
const oeeHist = kpiData.oee || [];
const availHist = kpiData.availability || [];
const perfHist = kpiData.performance || [];
const qualHist = kpiData.quality || [];
// Build labels and data arrays
const labels = [];
const oeeData = [];
const availData = [];
const perfData = [];
const qualData = [];
// Use OEE timestamps as primary (they should all be the same length)
oeeHist.forEach((point, index) => {
const timestamp = new Date(point.timestamp);
labels.push(timestamp.toLocaleString());
oeeData.push(point.value || 0);
availData.push(availHist[index]?.value || 0);
perfData.push(perfHist[index]?.value || 0);
qualData.push(qualHist[index]?.value || 0);
});
msg.graphData = {
labels: labels,
datasets: [
{ label: 'OEE %', data: oeeData },
{ label: 'Availability %', data: availData },
{ label: 'Performance %', data: perfData },
{ label: 'Quality %', data: qualData }
]
};
node.warn(`[GRAPH DATA] Formatted ${labels.length} KPI history points`);
delete msg.topic;
delete msg.payload;
return msg;
}
// Legacy support: work_orders query data (if needed)
const rows = msg.payload || [];
if (!Array.isArray(rows) || rows.length === 0) {
msg.graphData = {
labels: [],
datasets: [
{ label: 'OEE %', data: [] },
{ label: 'Availability %', data: [] },
{ label: 'Performance %', data: [] },
{ label: 'Quality %', data: [] }
]
};
delete msg.topic;
delete msg.payload;
return msg;
}
// If we have work_orders data, format it (though we won't use this path anymore)
const labels = [];
const goodData = [];
const scrapData = [];
const efficiencyData = [];
const qualityData = [];
rows.forEach(row => {
const timestamp = new Date(row.updated_at);
labels.push(timestamp.toLocaleString());
const good = Number(row.good_parts) || 0;
const scrap = Number(row.scrap_parts) || 0;
const target = Number(row.target_quantity) || 0;
goodData.push(good);
scrapData.push(scrap);
let eff = (row.progress_percent != null)
? Number(row.progress_percent)
: (target > 0 ? (good / target) * 100 : 0);
efficiencyData.push(Math.min(eff, 100));
const total = good + scrap;
const quality = total > 0 ? (good / total) * 100 : 100;
qualityData.push(quality);
});
msg.graphData = {
labels: labels,
datasets: [
{ label: 'OEE %', data: efficiencyData }, // Use efficiency as fallback
{ label: 'Availability %', data: [] },
{ label: 'Performance %', data: [] },
{ label: 'Quality %', data: qualityData }
]
};
delete msg.topic;
delete msg.payload;
return msg;'''
# Update Format Graph Data function
for node in flows:
if node.get('id') == 'format_graph_data_node_id':
node['func'] = new_format_func
print("✓ Updated Format Graph Data function to handle KPI data")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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// High Scrap Detection - Add to complete-work-order handler
// This code should be added to the "Work Order buttons" function
// in the "complete-work-order" case
// After calculating final counts, check for high scrap
const targetQty = Number(order.target) || 0;
const scrapCount = Number(order.scrap) || 0;
const scrapPercent = targetQty > 0 ? (scrapCount / targetQty) * 100 : 0;
// Trigger: Scrap > 10% of target quantity
if (scrapPercent > 10 && targetQty > 0) {
const severity = scrapPercent > 25 ? 'critical' : 'warning';
const highScrapAnomaly = {
anomaly_type: 'high-scrap',
severity: severity,
title: `High Waste Detected`,
description: `Work order completed with ${scrapCount} scrap parts (${scrapPercent.toFixed(1)}% of target ${targetQty}). Why is there so much waste?`,
data: {
scrap_count: scrapCount,
target_quantity: targetQty,
scrap_percent: Math.round(scrapPercent * 10) / 10,
good_parts: Number(order.good) || 0,
total_cycles: global.get("cycleCount") || 0
},
kpi_snapshot: {
oee: (msg.kpis && msg.kpis.oee) || 0,
availability: (msg.kpis && msg.kpis.availability) || 0,
performance: (msg.kpis && msg.kpis.performance) || 0,
quality: (msg.kpis && msg.kpis.quality) || 0
},
work_order_id: order.id,
cycle_count: global.get("cycleCount") || 0,
timestamp: Date.now(),
status: 'active'
};
// Send to Event Logger
// This would be a separate output from the complete-work-order handler
return {
topic: "anomaly-detected",
payload: [highScrapAnomaly]
};
}
return null;

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Update Progress Check Handler to use DB values even when 0
for node in flows:
if node.get('name') == 'Progress Check Handler':
func = node['func']
# Replace the "no progress" path to use DB values
old_no_progress = ''' } else {
// No existing progress - proceed with normal start
node.warn(`[PROGRESS-CHECK] No existing progress - proceeding with normal start`);
// Simulate the original start-work-order behavior
const startMsg = {
_mode: "start",
startOrder: order,
topic: "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN 'RUNNING' ELSE 'PENDING' END, updated_at = CASE WHEN work_order_id = ? THEN NOW() ELSE updated_at END WHERE status <> 'DONE'",
payload: [order.id, order.id]
};
global.set("activeWorkOrder", order);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
return [startMsg, null];
}'''
new_no_progress = ''' } else {
// No existing progress - proceed with normal start
// But still use DB values (even if 0) to ensure DB is source of truth
node.warn(`[PROGRESS-CHECK] No existing progress - proceeding with normal start`);
// Update order object with DB values (makes DB the source of truth)
order.cycle_count = cycleCount; // Will be 0 from DB
order.good_parts = goodParts; // Will be 0 from DB
order.scrap = scrapParts; // Will be 0 from DB
order.good = goodParts; // For consistency
order.target = targetQty; // From DB
const startMsg = {
_mode: "start",
startOrder: order,
topic: "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN 'RUNNING' ELSE 'PENDING' END, updated_at = CASE WHEN work_order_id = ? THEN NOW() ELSE updated_at END WHERE status <> 'DONE'",
payload: [order.id, order.id]
};
// Initialize global state with DB values (even if 0)
global.set("activeWorkOrder", order);
global.set("cycleCount", cycleCount); // Use DB value instead of hardcoded 0
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[PROGRESS-CHECK] Initialized from DB: cycles=${cycleCount}, good=${goodParts}, scrap=${scrapParts}`);
return [startMsg, null];
}'''
if old_no_progress in func:
func = func.replace(old_no_progress, new_no_progress)
node['func'] = func
print("✓ Updated Progress Check Handler to use DB values as source of truth")
else:
print("✗ Could not find exact no-progress section")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
# Read the function code files
with open('/tmp/anomaly_detector_function.js', 'r') as f:
anomaly_detector_code = f.read()
with open('/tmp/event_logger_function.js', 'r') as f:
event_logger_code = f.read()
# Load flows.json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find the main tab and Machine Cycles node
tab_id = None
machine_cycles_node = None
for node in flows:
if node.get('type') == 'tab' and not tab_id:
tab_id = node['id']
if node.get('id') == '0d023d87a13bf56f':
machine_cycles_node = node
if not tab_id or not machine_cycles_node:
print("✗ Could not find required nodes")
exit(1)
# ============================================================
# 1. CREATE ANOMALY DETECTOR FUNCTION NODE
# ============================================================
anomaly_detector_node = {
"id": "anomaly_detector_node_id",
"type": "function",
"z": tab_id,
"name": "Anomaly Detector",
"func": anomaly_detector_code,
"outputs": 1,
"timeout": 0,
"noerr": 0,
"initialize": "",
"finalize": "",
"libs": [],
"x": 850,
"y": 300,
"wires": [["event_logger_node_id"]]
}
# ============================================================
# 2. CREATE EVENT LOGGER FUNCTION NODE
# ============================================================
event_logger_node = {
"id": "event_logger_node_id",
"type": "function",
"z": tab_id,
"name": "Event Logger",
"func": event_logger_code,
"outputs": 2, # Output 1: DB inserts, Output 2: UI updates
"timeout": 0,
"noerr": 0,
"initialize": "",
"finalize": "",
"libs": [],
"x": 1050,
"y": 300,
"wires": [
["anomaly_mysql_node_id"], # Output 1: to MySQL
[] # Output 2: UI updates (will wire to Home tab later)
]
}
# ============================================================
# 3. CREATE MYSQL NODE FOR ANOMALY EVENTS
# ============================================================
anomaly_mysql_node = {
"id": "anomaly_mysql_node_id",
"type": "mysql",
"z": tab_id,
"mydb": "00d8ad2b0277f906",
"name": "Anomaly Events DB",
"x": 1270,
"y": 280,
"wires": [["anomaly_db_debug_node_id"]]
}
# ============================================================
# 4. CREATE DEBUG NODE
# ============================================================
anomaly_debug_node = {
"id": "anomaly_db_debug_node_id",
"type": "debug",
"z": tab_id,
"name": "Anomaly DB Result",
"active": True,
"tosidebar": True,
"console": False,
"tostatus": False,
"complete": "true",
"targetType": "full",
"statusVal": "",
"statusType": "auto",
"x": 1490,
"y": 280,
"wires": []
}
# ============================================================
# 5. CREATE SPLIT NODE (to handle array of DB inserts)
# ============================================================
split_node = {
"id": "anomaly_split_node_id",
"type": "split",
"z": tab_id,
"name": "Split DB Inserts",
"splt": "\\n",
"spltType": "str",
"arraySplt": 1,
"arraySpltType": "len",
"stream": False,
"addname": "",
"x": 1270,
"y": 240,
"wires": [["anomaly_mysql_node_id"]]
}
# Update Event Logger to send to split node instead
event_logger_node["wires"][0] = ["anomaly_split_node_id"]
# ============================================================
# 6. WIRE ANOMALY DETECTOR TO MACHINE CYCLES OUTPUT 2
# ============================================================
# Machine Cycles output 2 already goes to Calculate KPIs
# Add Anomaly Detector as an additional target
if len(machine_cycles_node["wires"]) > 1:
machine_cycles_node["wires"][1].append("anomaly_detector_node_id")
print("✓ Wired Anomaly Detector to Machine Cycles output 2")
else:
print("✗ Could not wire to Machine Cycles")
# ============================================================
# 7. ADD ALL NEW NODES TO FLOWS
# ============================================================
flows.extend([
anomaly_detector_node,
event_logger_node,
split_node,
anomaly_mysql_node,
anomaly_debug_node
])
# Save flows.json
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ Added Anomaly Detection nodes to flows.json")
print(" - Anomaly Detector function")
print(" - Event Logger function")
print(" - Split node (for DB inserts)")
print(" - MySQL node (Anomaly Events DB)")
print(" - Debug node")
print("")
print("✓ Wired into Machine Cycles flow")
print(" Machine Cycles → Anomaly Detector → Event Logger → MySQL")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# selectRange function
select_range_func = '''
// Filter range selection
scope.currentFilter = '24h'; // Default filter
scope.selectRange = function(range) {
scope.currentFilter = range;
scope.refreshGraphData();
};
'''
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0':
template = node.get('format', '')
if 'scope.selectRange' in template:
print("✓ selectRange function already exists")
else:
# Add before refreshGraphData function (which we added earlier)
if 'scope.refreshGraphData' in template:
insert_pos = template.find('scope.refreshGraphData')
template = template[:insert_pos] + select_range_func + '\n ' + template[insert_pos:]
node['format'] = template
print("✓ Added selectRange function")
else:
print("✗ Could not find refreshGraphData to insert before")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0' and node.get('name') == 'Graphs Template':
template = node.get('format', '')
# 1. Change chart titles in HTML
template = template.replace('<h2>Production</h2>', '<h2>OEE</h2>')
template = template.replace('<h2>Scrap</h2>', '<h2>Availability</h2>')
template = template.replace('<h2>Efficiency</h2>', '<h2>Performance</h2>')
# Quality stays the same
# 2. Change canvas IDs to be more semantic
template = template.replace('id="chart-production"', 'id="chart-oee"')
template = template.replace('id="chart-scrap"', 'id="chart-availability"')
template = template.replace('id="chart-efficiency"', 'id="chart-performance"')
# Quality ID stays the same
# 3. Update dataset lookups in JavaScript
template = template.replace(
"var goodData = datasets.find(function(d) { return d.label === 'Good Parts'; }) || { data: [] };",
"var oeeData = datasets.find(function(d) { return d.label === 'OEE %'; }) || { data: [] };"
)
template = template.replace(
"var scrapData = datasets.find(function(d) { return d.label === 'Scrap Parts'; }) || { data: [] };",
"var availData = datasets.find(function(d) { return d.label === 'Availability %'; }) || { data: [] };"
)
template = template.replace(
"var effData = datasets.find(function(d) { return d.label === 'Efficiency %'; }) || { data: [] };",
"var perfData = datasets.find(function(d) { return d.label === 'Performance %'; }) || { data: [] };"
)
template = template.replace(
"var qualData = datasets.find(function(d) { return d.label === 'Quality %'; }) || { data: [] };",
"var qualData = datasets.find(function(d) { return d.label === 'Quality %'; }) || { data: [] };"
)
# 4. Update chart variable names and data references
# Production chart → OEE chart
template = template.replace(
"var prodCtx = document.getElementById('chart-production');",
"var oeeCtx = document.getElementById('chart-oee');"
)
template = template.replace(
"if (prodCtx) {\n scope._charts.production = new Chart(prodCtx",
"if (oeeCtx) {\n scope._charts.oee = new Chart(oeeCtx"
)
template = template.replace(
"datasets: [{ label: 'Good Parts', data: goodData.data",
"datasets: [{ label: 'OEE %', data: oeeData.data"
)
# Scrap chart → Availability chart
template = template.replace(
"var scrapCtx = document.getElementById('chart-scrap');",
"var availCtx = document.getElementById('chart-availability');"
)
template = template.replace(
"if (scrapCtx) {\n scope._charts.scrap = new Chart(scrapCtx",
"if (availCtx) {\n scope._charts.availability = new Chart(availCtx"
)
template = template.replace(
"datasets: [{ label: 'Scrap Parts', data: scrapData.data",
"datasets: [{ label: 'Availability %', data: availData.data"
)
# Efficiency chart → Performance chart
template = template.replace(
"var effCtx = document.getElementById('chart-efficiency');",
"var perfCtx = document.getElementById('chart-performance');"
)
template = template.replace(
"if (effCtx) {\n scope._charts.efficiency = new Chart(effCtx",
"if (perfCtx) {\n scope._charts.performance = new Chart(perfCtx"
)
template = template.replace(
"datasets: [{ label: 'Efficiency %', data: effData.data",
"datasets: [{ label: 'Performance %', data: perfData.data"
)
node['format'] = template
print("✓ Updated Graphs Template to display OEE, Availability, Performance, Quality")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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-- Anomaly Events Table for Manufacturing Anomaly Detection
-- Stores all detected anomalies with full context for analysis
CREATE TABLE IF NOT EXISTS anomaly_events (
event_id INT AUTO_INCREMENT PRIMARY KEY,
timestamp BIGINT NOT NULL COMMENT 'Unix timestamp in milliseconds',
work_order_id VARCHAR(50) COMMENT 'Associated work order if applicable',
-- Anomaly Classification
anomaly_type VARCHAR(50) NOT NULL COMMENT 'Type: slow-cycle, production-stopped, high-scrap, etc.',
severity ENUM('info', 'warning', 'critical') NOT NULL DEFAULT 'warning',
-- Event Details
title VARCHAR(200) NOT NULL COMMENT 'Short human-readable title',
description TEXT COMMENT 'Detailed description of the anomaly',
-- Context Data (JSON stored as TEXT)
data_json TEXT COMMENT 'Anomaly-specific data: actual_value, expected_value, delta, etc.',
kpi_snapshot_json TEXT COMMENT 'KPI values at time of event: OEE, Availability, Performance, Quality',
-- Status Tracking
status ENUM('active', 'acknowledged', 'resolved') DEFAULT 'active',
acknowledged_at BIGINT COMMENT 'When user acknowledged',
resolved_at BIGINT COMMENT 'When anomaly was resolved',
auto_resolved BOOLEAN DEFAULT FALSE COMMENT 'True if system auto-resolved',
-- Additional Metadata
cycle_count INT COMMENT 'Cycle count at time of event',
occurrence_count INT DEFAULT 1 COMMENT 'How many times this occurred (for deduplication)',
last_occurrence BIGINT COMMENT 'Last time this anomaly re-occurred',
notes TEXT COMMENT 'User notes',
-- Indexes for fast queries
INDEX idx_timestamp (timestamp),
INDEX idx_work_order (work_order_id),
INDEX idx_status (status),
INDEX idx_type (anomaly_type),
INDEX idx_severity (severity),
INDEX idx_type_status (anomaly_type, status)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='Stores detected anomalies and events';

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find the inject node and set it to run once on startup
for node in flows:
if node.get('id') == 'create_table_inject_temp':
node['once'] = True
node['onceDelay'] = 1
print("✓ Set inject node to run once on startup")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ Updated flows.json")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find Work Order buttons node
for node in flows:
if node.get('id') == '9bbd4fade968036d':
func_code = node.get('func', '')
# Fix literal \n characters
func_code = func_code.replace('\\n node.warn', '\n node.warn')
node['func'] = func_code
print("✓ Fixed newline characters")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0' and node.get('name') == 'Graphs Template':
template = node.get('format', '')
# Fix 1: Update chart destroy calls to use correct names
template = template.replace(
"if (scope._charts.production) scope._charts.production.destroy();",
"if (scope._charts.oee) scope._charts.oee.destroy();"
)
template = template.replace(
"if (scope._charts.scrap) scope._charts.scrap.destroy();",
"if (scope._charts.availability) scope._charts.availability.destroy();"
)
template = template.replace(
"if (scope._charts.efficiency) scope._charts.efficiency.destroy();",
"if (scope._charts.performance) scope._charts.performance.destroy();"
)
# Fix 2: Update chart data references - OEE chart
template = template.replace(
"label: 'Good Parts',\n data: goodData.data,",
"label: 'OEE %',\n data: oeeData.data,"
)
# Fix 3: Update chart data references - Availability chart
template = template.replace(
"label: 'Scrap Parts',\n data: scrapData.data,",
"label: 'Availability %',\n data: availData.data,"
)
# Fix 4: Update chart data references - Performance chart
template = template.replace(
"label: 'Efficiency %',\n data: effData.data,",
"label: 'Performance %',\n data: perfData.data,"
)
node['format'] = template
print("✓ Fixed Graphs Template chart creation code")
print(" - Updated chart destroy calls")
print(" - Fixed undefined variable references (goodData → oeeData, etc.)")
print(" - Updated dataset labels")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0' and node.get('name') == 'Graphs Template':
template = node.get('format', '')
# Add handler for "chartsData" format (from Record KPI History)
# Find the $watch section and add the handler after the graphData check
old_watch = """ if (msg.graphData) {
createCharts(scope.selectedRange, msg.graphData);
}"""
new_watch = """ // Handle graphData format (from Fetch/Format Graph Data)
if (msg.graphData) {
createCharts(scope.selectedRange, msg.graphData);
}
// Handle chartsData format (from Record KPI History)
if (msg.topic === 'chartsData' && msg.payload) {
var kpiData = msg.payload;
// Build labels and data arrays from KPI history
var labels = [];
var oeeData = [];
var availData = [];
var perfData = [];
var qualData = [];
var oeeHist = kpiData.oee || [];
oeeHist.forEach(function(point, index) {
var timestamp = new Date(point.timestamp);
labels.push(timestamp.toLocaleTimeString());
oeeData.push(point.value || 0);
availData.push((kpiData.availability[index] && kpiData.availability[index].value) || 0);
perfData.push((kpiData.performance[index] && kpiData.performance[index].value) || 0);
qualData.push((kpiData.quality[index] && kpiData.quality[index].value) || 0);
});
var graphData = {
labels: labels,
datasets: [
{ label: 'OEE %', data: oeeData },
{ label: 'Availability %', data: availData },
{ label: 'Performance %', data: perfData },
{ label: 'Quality %', data: qualData }
]
};
createCharts(scope.selectedRange, graphData);
}"""
template = template.replace(old_watch, new_watch)
node['format'] = template
print("✓ Added chartsData handler to Graphs Template")
print(" - Now handles both graphData and chartsData message formats")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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// ============================================================
// EVENT LOGGER
// Deduplicates and logs anomaly events to database
// ============================================================
const anomalies = msg.payload || [];
if (!Array.isArray(anomalies) || anomalies.length === 0) {
return null;
}
// Get or initialize active anomalies list
let activeAnomalies = global.get("activeAnomalies") || [];
const now = Date.now();
const DEDUP_WINDOW = 5 * 60 * 1000; // 5 minutes
const dbInserts = [];
const uiUpdates = [];
anomalies.forEach(anomaly => {
// ============================================================
// DEDUPLICATION LOGIC
// Don't create new event if same type exists in last 5 minutes
// ============================================================
const existingIndex = activeAnomalies.findIndex(existing =>
existing.anomaly_type === anomaly.anomaly_type &&
existing.work_order_id === anomaly.work_order_id &&
existing.status === 'active' &&
(now - existing.timestamp) < DEDUP_WINDOW
);
if (existingIndex !== -1) {
// Update existing event
const existing = activeAnomalies[existingIndex];
existing.occurrence_count = (existing.occurrence_count || 1) + 1;
existing.last_occurrence = now;
// Update in database
const updateQuery = `UPDATE anomaly_events
SET occurrence_count = ?, last_occurrence = ?
WHERE event_id = ?`;
dbInserts.push({
topic: updateQuery,
payload: [existing.occurrence_count, existing.last_occurrence, existing.event_id]
});
node.warn(`[EVENT LOGGER] Updated existing ${anomaly.anomaly_type} event (occurrence #${existing.occurrence_count})`);
} else if (anomaly.status === 'resolved') {
// ============================================================
// RESOLVE EVENT
// ============================================================
const resolveIndex = activeAnomalies.findIndex(existing =>
existing.anomaly_type === anomaly.anomaly_type &&
existing.work_order_id === anomaly.work_order_id &&
existing.status === 'active'
);
if (resolveIndex !== -1) {
const existing = activeAnomalies[resolveIndex];
existing.status = 'resolved';
existing.resolved_at = anomaly.resolved_at || now;
existing.auto_resolved = anomaly.auto_resolved || false;
// Update in database
const resolveQuery = `UPDATE anomaly_events
SET status = 'resolved', resolved_at = ?, auto_resolved = ?
WHERE event_id = ?`;
dbInserts.push({
topic: resolveQuery,
payload: [existing.resolved_at, existing.auto_resolved, existing.event_id]
});
// Remove from active list
activeAnomalies.splice(resolveIndex, 1);
node.warn(`[EVENT LOGGER] Resolved ${anomaly.anomaly_type} event (auto: ${existing.auto_resolved})`);
uiUpdates.push({
event_id: existing.event_id,
status: 'resolved'
});
}
} else {
// ============================================================
// NEW EVENT
// ============================================================
const insertQuery = `INSERT INTO anomaly_events
(timestamp, work_order_id, anomaly_type, severity, title, description,
data_json, kpi_snapshot_json, status, cycle_count, occurrence_count, last_occurrence)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`;
const dataJson = JSON.stringify(anomaly.data || {});
const kpiJson = JSON.stringify(anomaly.kpi_snapshot || {});
dbInserts.push({
topic: insertQuery,
payload: [
anomaly.timestamp,
anomaly.work_order_id,
anomaly.anomaly_type,
anomaly.severity,
anomaly.title,
anomaly.description,
dataJson,
kpiJson,
'active',
anomaly.cycle_count,
1, // occurrence_count
anomaly.timestamp // last_occurrence
],
_storeEventId: true, // Flag to get generated event_id
_anomaly: anomaly // Keep reference for later
});
node.warn(`[EVENT LOGGER] New ${anomaly.anomaly_type} event: ${anomaly.title}`);
}
});
// Save active anomalies to global context
global.set("activeAnomalies", activeAnomalies);
// ============================================================
// OUTPUT
// ============================================================
// Output 1: Database inserts (to mysql node)
// Output 2: UI updates (to Home/Alerts tabs)
if (dbInserts.length > 0) {
// Send each insert as a separate message
return [dbInserts, {
topic: "anomaly-ui-update",
payload: {
activeCount: activeAnomalies.length,
activeAnomalies: activeAnomalies,
updates: uiUpdates
}
}];
} else {
return [null, {
topic: "anomaly-ui-update",
payload: {
activeCount: activeAnomalies.length,
activeAnomalies: activeAnomalies,
updates: uiUpdates
}
}];
}

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# JavaScript code to add initial load and tab refresh
graphs_refresh_code = '''
// Initial load and tab refresh for Graphs
scope.refreshGraphData = function() {
// Get current filter selection or default to 24h
var currentFilter = scope.currentFilter || '24h';
scope.send({
topic: 'fetch-graph-data',
action: 'fetch-graph-data',
payload: { range: currentFilter }
});
};
// Load data immediately on initialization
setTimeout(function() {
scope.refreshGraphData();
}, 500);
// Set up tab refresh interval (every 5 seconds when Graphs tab is visible)
scope.graphsRefreshInterval = setInterval(function() {
// Check if Graphs tab is visible
var graphsElement = document.querySelector('.graphs-wrapper');
if (graphsElement && graphsElement.offsetParent !== null) {
scope.refreshGraphData();
}
}, 5000);
// Cleanup on destroy
scope.$on('$destroy', function() {
if (scope.graphsRefreshInterval) {
clearInterval(scope.graphsRefreshInterval);
}
});
'''
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0' and node.get('name') == 'Graphs Template':
template = node.get('format', '')
# Check if refresh code already exists
if 'refreshGraphData' in template:
print("⚠ Graph refresh code already exists - skipping")
else:
# Find a good place to insert - look for scope.gotoTab or similar initialization code
# If not found, insert before the closing </script> tag
script_close = template.rfind('</script>')
if script_close != -1:
# Insert before closing script tag
template = template[:script_close] + '\n' + graphs_refresh_code + '\n' + template[script_close:]
node['format'] = template
print("✓ Added initial load and tab refresh to Graphs Template")
else:
print("✗ Could not find </script> tag")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find Work Order buttons node
work_order_buttons_node = None
for node in flows:
if node.get('id') == '9bbd4fade968036d':
work_order_buttons_node = node
break
if not work_order_buttons_node:
print("✗ Could not find Work Order buttons node")
exit(1)
# Get the current function code
func_code = work_order_buttons_node.get('func', '')
# Find the complete-work-order case and add high scrap detection
# Look for the end of the complete-work-order case (before the "return" statement)
# Add the high scrap detection code before the final database insert
high_scrap_code = '''
// ============================================================
// HIGH SCRAP DETECTION
// ============================================================
const targetQty = Number(order.target) || 0;
const scrapCount = Number(order.scrap) || 0;
const scrapPercent = targetQty > 0 ? (scrapCount / targetQty) * 100 : 0;
// Trigger: Scrap > 10% of target quantity
if (scrapPercent > 10 && targetQty > 0) {
const severity = scrapPercent > 25 ? 'critical' : 'warning';
const highScrapAnomaly = {
anomaly_type: 'high-scrap',
severity: severity,
title: `High Waste Detected`,
description: `Work order completed with ${scrapCount} scrap parts (${scrapPercent.toFixed(1)}% of target ${targetQty}). Why is there so much waste?`,
data: {
scrap_count: scrapCount,
target_quantity: targetQty,
scrap_percent: Math.round(scrapPercent * 10) / 10,
good_parts: Number(order.good) || 0,
total_cycles: global.get("cycleCount") || 0
},
kpi_snapshot: {
oee: (msg.kpis && msg.kpis.oee) || 0,
availability: (msg.kpis && msg.kpis.availability) || 0,
performance: (msg.kpis && msg.kpis.performance) || 0,
quality: (msg.kpis && msg.kpis.quality) || 0
},
work_order_id: order.id,
cycle_count: global.get("cycleCount") || 0,
timestamp: Date.now(),
status: 'active'
};
node.warn(`[HIGH SCRAP] Detected ${scrapPercent.toFixed(1)}% scrap on work order ${order.id}`);
// Send to Event Logger (output 5)
const anomalyMsg = {
topic: "anomaly-detected",
payload: [highScrapAnomaly]
};
// Return with anomaly message on output 5
return [dbMsg, null, null, null, anomalyMsg];
}
'''
# Find the complete-work-order case and inject the code
# Look for the section where dbMsg is created and before the return statement
search_pattern = 'case "complete-work-order":'
if search_pattern in func_code:
# Find the return statement in this case
# We want to add the code before "return [dbMsg, null, null, null];"
# Split by the case
parts = func_code.split(search_pattern)
before_case = parts[0]
after_case = parts[1]
# Find the return statement within this case
# Look for "return [dbMsg,"
return_pattern = 'return [dbMsg, null, null, null];'
if return_pattern in after_case:
# Split at the return statement
case_parts = after_case.split(return_pattern, 1)
case_code = case_parts[0]
after_return = case_parts[1]
# Inject the high scrap detection code before the return
new_case_code = case_code + high_scrap_code + '\\n ' + return_pattern
# Reconstruct the function code
func_code = before_case + search_pattern + new_case_code + after_return
work_order_buttons_node['func'] = func_code
print("✓ Added high scrap detection to complete-work-order handler")
else:
print("⚠ Could not find return statement pattern")
else:
print("✗ Could not find complete-work-order case")
exit(1)
# Increase outputs count to 5
work_order_buttons_node['outputs'] = 5
# Add the 5th output wire to Event Logger
current_wires = work_order_buttons_node['wires']
current_wires.append(['event_logger_node_id']) # Add 5th output to Event Logger
work_order_buttons_node['wires'] = current_wires
print("✓ Added 5th output to Work Order buttons node")
print("✓ Wired to Event Logger")
# Save flows.json
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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================================================================================
WORK ORDER PERSISTENCE - IMPLEMENTATION SUMMARY
Implementation Date: November 29, 2025
Node-RED Location: /home/mdares/.node-red/
Backup Location: flows.json.backup_ALL_PHASES_COMPLETE
================================================================================
OVERVIEW
--------
Successfully implemented all 7 phases of the work order persistence system.
The system now ensures work order progress is preserved across Node-RED restarts,
provides resume/restart functionality, and maintains database as source of truth.
PHASES IMPLEMENTED
------------------
✅ PHASE 1: Database Schema Verification & Updates
- Verified work_orders table has required columns
- Confirmed: cycle_count, good_parts, scrap_parts, progress_percent columns exist
- Status: COMPLETE (already had correct schema)
✅ PHASE 2: Add Cycle Persistence to work_orders Table
- Added 4th output to Machine Cycles function
- Initially implemented with 5-second throttling
- UPDATED: Changed to immediate write (every cycle) for accuracy
- SQL: UPDATE work_orders SET cycle_count, good_parts, scrap_parts, progress_percent
- Database now updates on EVERY cycle (no lag)
- Files Modified: flows.json (Machine cycles function)
✅ PHASE 3: Implement Resume/Restart Prompt on Load
- Modified start-work-order to query DB for existing progress
- Added Progress Check Handler node to evaluate progress
- Created resume-work-order action handler
- Created restart-work-order action handler
- Added Resume/Restart prompt dialog to Home template UI
- Fixed: Added scrap_parts to queries and resume logic
- Files Modified: flows.json (Work Order buttons, Progress Check Handler, Home Template)
✅ PHASE 4: Fix Complete Button to Persist Final Counts
- Modified complete-work-order handler to capture final values
- SQL: UPDATE work_orders SET status='DONE', cycle_count, good_parts, scrap_parts, progress_percent=100
- Final production counts now permanently saved before marking DONE
- Files Modified: flows.json (Work Order buttons)
✅ PHASE 5: Update Session Restore to Set RUNNING Status
- Modified restore-query handler in Back to UI
- Automatically sets work order status back to RUNNING on Node-RED restart
- User must still click Start button to begin counting (safety feature)
- Fixed: Corrected start handler bug (removed undefined dbMsg reference)
- Files Modified: flows.json (Back to UI function)
✅ PHASE 6: Load Work Order Data from Database (Not Session)
- Updated Progress Check Handler to use DB values as source of truth
- Even when progress is 0, values are loaded from database (not hardcoded)
- activeWorkOrder object now includes all DB fields (cycle_count, good_parts, scrap)
- Files Modified: flows.json (Progress Check Handler)
✅ PHASE 7: Add Tab Switch State Refresh (Optional Enhancement)
- Added tab refresh polling (every 2 seconds when Home tab visible)
- Added currentState message handler to Home template
- UI now refreshes with latest data when switching back to Home tab
- Files Modified: flows.json (Home Template)
KEY IMPROVEMENTS & FIXES
-------------------------
1. SCRAP TRACKING FIX
- Issue: Resume showed wrong good_parts count (calculation: cycles × cavities - scrap)
- Root Cause: scrap value not loaded from database on resume
- Fix: Added scrap_parts to all DB queries and resume/restart handlers
- Result: Resume now shows accurate good_parts count
2. DATABASE LAG FIX
- Issue: Database was one cycle behind (5-second throttle)
- User Feedback: Loading work order showed stale data
- Fix: Removed throttle, now writes to DB on every cycle
- Result: Database always current, Load shows exact progress
3. LOAD BUTTON BUG FIX
- Issue: After Phase 5, Load button stopped working (no UI update, no RUNNING status)
- Root Cause: start handler referenced undefined dbMsg variable
- Fix: Changed return [dbMsg, homeMsg, null, null] to [null, homeMsg, null, null]
- Result: Load button works perfectly
TECHNICAL DETAILS
------------------
Modified Nodes:
1. Machine cycles (function) - Immediate DB persistence
2. Work Order buttons (function) - start/resume/restart/complete handlers
3. Progress Check Handler (function) - NEW node for progress evaluation
4. Back to UI (function) - resume-prompt and restore-query handlers
5. Home Template (ui_template) - Resume/Restart dialog and tab refresh
Database Updates:
- work_orders table: cycle_count, good_parts, scrap_parts, progress_percent updated on every cycle
- Status transitions: PENDING → RUNNING → DONE
- Session restore sets status back to RUNNING
Flow Connections:
- Machine cycles → Output 4 → DB Guard (Cycles) → mariaDB
- Work Order buttons → Progress Check Handler → Back to UI → Home Template
- All database writes use parameterized queries (SQL injection safe)
USER WORKFLOWS
--------------
1. START NEW WORK ORDER
- Click Load on work order with no progress
- Status changes to RUNNING in database
- Click Start button to begin production
- Each cycle updates database immediately
- Progress visible in UI and database
2. RESUME EXISTING WORK ORDER
- Click Load on work order with progress (e.g., 60/200 parts)
- Resume/Restart prompt appears
- Click "Resume from 60 parts"
- Status changes to RUNNING
- Production continues from 60 parts
- Click Start to begin counting
3. RESTART WORK ORDER
- Click Load on work order with progress
- Resume/Restart prompt appears
- Click "Restart from 0"
- Confirmation dialog appears
- After confirm: cycle_count, good_parts, scrap_parts reset to 0
- Status changes to RUNNING
- Click Start to begin counting from 0
4. COMPLETE WORK ORDER
- Click Done button
- Final cycle_count, good_parts, scrap_parts persisted to database
- progress_percent set to 100
- Status changes to DONE
- All state cleared
5. NODE-RED RESTART (SESSION RESTORE)
- Node-RED restarts (crash or maintenance)
- System queries for work orders with status='RUNNING'
- Restores activeWorkOrder with cycle_count, good_parts, scrap
- Status remains RUNNING (or is set back to RUNNING)
- UI shows work order loaded
- User must click Start to resume production
6. TAB SWITCHING
- User on Home tab with production running
- Switches to Graphs tab
- Production continues in background
- Switches back to Home tab
- Within 2 seconds, UI refreshes with latest data
TESTING CHECKLIST
-----------------
✓ New work order start (0 progress)
✓ Resume existing work order (with progress)
✓ Restart existing work order (with progress)
✓ Complete work order (final counts persisted)
✓ Node-RED restart with running work order
✓ Tab switching shows fresh data
✓ Database updates on every cycle
✓ Load button shows current progress (not stale)
✓ Scrap tracking accurate on resume
✓ Resume/Restart prompt appears when expected
✓ Start button enabled/disabled correctly
BACKUP FILES
------------
flows.json.backup_phase3 - After Phase 3 (Resume/Restart)
flows.json.backup_phase3_complete - Phase 3 complete with scrap fix
flows.json.backup_phase5_complete - After Phase 5 (Session Restore)
flows.json.backup_phase6_complete - After Phase 6 (DB source of truth)
flows.json.backup_phase7_complete - After Phase 7 (Tab refresh)
flows.json.backup_ALL_PHASES_COMPLETE - FINAL BACKUP (all phases complete)
To restore a backup:
cd /home/mdares/.node-red
cp flows.json.backup_ALL_PHASES_COMPLETE flows.json
# Restart Node-RED
KNOWN BEHAVIOR
--------------
1. Production must be started manually (safety feature)
- After Load: Status = RUNNING, but production not started
- User must click Start button
- This prevents accidental production during debugging
2. Database writes on every cycle
- Originally throttled to 5 seconds
- Changed to immediate for accuracy
- Performance impact: negligible (1 query per cycle ~30-120s)
3. Maximum data loss on crash: 1 incomplete cycle
- Database updates after each complete cycle
- If Node-RED crashes mid-cycle, that cycle is lost
- Session restore recovers all complete cycles
4. Tab refresh polls every 2 seconds
- Only when Home tab is visible
- Minimal performance impact
- Ensures UI stays fresh
SUCCESS CRITERIA MET
--------------------
✅ Work orders persist progress across Node-RED restarts
✅ Resume/Restart prompt prevents accidental data loss
✅ work_orders table always reflects current production state
✅ Tab switches don't lose data
✅ Multi-day work orders can be interrupted and resumed
✅ Maximum data loss: 1 cycle on crash (acceptable)
✅ Database is single source of truth
✅ UI always shows current, accurate data
IMPLEMENTATION NOTES
--------------------
- All SQL queries use parameterized statements (safe from SQL injection)
- Database is source of truth (not session/memory)
- UI updates use Angular scope watchers
- Error handling includes node.warn() logging for debugging
- Flow connections verified and tested
- No backwards compatibility issues
FINAL STATUS: ✅ ALL PHASES COMPLETE AND TESTED
================================================================================

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find Fetch Graph Data node and change its wiring
for node in flows:
if node.get('id') == 'fetch_graph_data_node_id':
# Change wiring from db_guard_db_guard_graphs to format_graph_data_node_id
# This bypasses the database entirely
node['wires'] = [['format_graph_data_node_id']]
print("✓ Updated Fetch Graph Data to send directly to Format Graph Data (bypass DB)")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated - graphs should now receive data")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# New Fetch Graph Data function that gets KPI history from global context
new_fetch_func = '''// Fetch KPI History from global context
if (msg.topic !== 'fetch-graph-data' && msg.action !== 'fetch-graph-data') {
return null;
}
// Get KPI history arrays from global context
const oeeHist = global.get("realOEE") || [];
const availHist = global.get("realAvailability") || [];
const perfHist = global.get("realPerformance") || [];
const qualHist = global.get("realQuality") || [];
node.warn(`[FETCH GRAPH] Retrieved KPI history: ${oeeHist.length} data points`);
// Filter by range if specified
const range = msg.payload?.range || '24h';
let cutoffTime;
const now = Date.now();
switch(range) {
case '1h':
cutoffTime = now - (1 * 60 * 60 * 1000);
break;
case '24h':
cutoffTime = now - (24 * 60 * 60 * 1000);
break;
case '7d':
cutoffTime = now - (7 * 24 * 60 * 60 * 1000);
break;
case '30d':
cutoffTime = now - (30 * 24 * 60 * 60 * 1000);
break;
case '90d':
cutoffTime = now - (90 * 24 * 60 * 60 * 1000);
break;
case 'all':
cutoffTime = 0; // Show all data
break;
default:
cutoffTime = now - (24 * 60 * 60 * 1000); // Default to 24h
}
// Filter arrays by cutoff time
const filterByTime = (arr) => arr.filter(point => point.timestamp >= cutoffTime);
const filteredOEE = filterByTime(oeeHist);
const filteredAvail = filterByTime(availHist);
const filteredPerf = filterByTime(perfHist);
const filteredQual = filterByTime(qualHist);
node.warn(`[FETCH GRAPH] After ${range} filter: ${filteredOEE.length} points`);
// Send to Format Graph Data
msg.topic = "kpiHistory";
msg.payload = {
oee: filteredOEE,
availability: filteredAvail,
performance: filteredPerf,
quality: filteredQual
};
return msg;'''
# Update Fetch Graph Data function
for node in flows:
if node.get('id') == 'fetch_graph_data_node_id':
node['func'] = new_fetch_func
print("✓ Updated Fetch Graph Data to use KPI history from global context")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Find and update complete-work-order handler
for node in flows:
if node.get('name') == 'Work Order buttons':
func = node['func']
# Replace the complete-work-order case
old_complete = '''case "complete-work-order": {
msg._mode = "complete";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for complete", msg);
return [null, null, null, null];
}
msg.completeOrder = order;
// SQL with bound parameter for safety
msg.topic = "UPDATE work_orders SET status = 'DONE', updated_at = NOW() WHERE work_order_id = ?";
msg.payload = [order.id];
// Clear ALL state on completion
global.set("activeWorkOrder", null);
global.set("trackingEnabled", false);
global.set("productionStarted", false);
global.set("kpiStartupMode", false);
global.set("operatingTime", 0);
global.set("lastCycleTime", null);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn('[COMPLETE] Cleared all state flags');
return [null, null, null, msg];
}'''
new_complete = '''case "complete-work-order": {
msg._mode = "complete";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for complete", msg);
return [null, null, null, null];
}
// Get final values from global state before clearing
const activeOrder = global.get("activeWorkOrder") || {};
const finalCycleCount = Number(global.get("cycleCount") || 0);
const finalGoodParts = Number(activeOrder.good) || 0;
const finalScrapParts = Number(activeOrder.scrap) || 0;
node.warn(`[COMPLETE] Persisting final values: cycles=${finalCycleCount}, good=${finalGoodParts}, scrap=${finalScrapParts}`);
msg.completeOrder = order;
// SQL: Persist final counts AND set status to DONE
msg.topic = "UPDATE work_orders SET status = 'DONE', cycle_count = ?, good_parts = ?, scrap_parts = ?, progress_percent = 100, updated_at = NOW() WHERE work_order_id = ?";
msg.payload = [finalCycleCount, finalGoodParts, finalScrapParts, order.id];
// Clear ALL state on completion
global.set("activeWorkOrder", null);
global.set("trackingEnabled", false);
global.set("productionStarted", false);
global.set("kpiStartupMode", false);
global.set("operatingTime", 0);
global.set("lastCycleTime", null);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn('[COMPLETE] Cleared all state flags');
return [null, null, null, msg];
}'''
func = func.replace(old_complete, new_complete)
node['func'] = func
print("✓ Updated complete-work-order to persist final counts")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Fix restart-work-order to reset scrap as well
for node in flows:
if node.get('name') == 'Work Order buttons':
func = node['func']
# Update the SQL to also reset scrap_parts
old_sql = 'msg.topic = "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN \'RUNNING\' ELSE \'PENDING\' END, cycle_count = 0, good_parts = 0, progress_percent = 0, updated_at = NOW() WHERE work_order_id = ? OR status = \'RUNNING\'";'
new_sql = 'msg.topic = "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN \'RUNNING\' ELSE \'PENDING\' END, cycle_count = 0, good_parts = 0, scrap_parts = 0, progress_percent = 0, updated_at = NOW() WHERE work_order_id = ? OR status = \'RUNNING\'";'
func = func.replace(old_sql, new_sql)
# Update to reset scrap in global state
old_restart_state = ''' // Initialize global state to 0
global.set("activeWorkOrder", order);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESTART-WO] Reset cycleCount to 0`);'''
new_restart_state = ''' // Initialize global state to 0
order.scrap = 0;
order.good = 0;
global.set("activeWorkOrder", order);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESTART-WO] Reset cycleCount=0, scrap=0, good=0`);'''
func = func.replace(old_restart_state, new_restart_state)
node['func'] = func
print("✓ Updated restart-work-order to reset scrap_parts")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Fix 1: Update Progress Check Handler to query scrap_parts
for node in flows:
if node.get('name') == 'Progress Check Handler':
func = node['func']
# Update to get scrap_parts from DB
func = func.replace(
'const cycleCount = dbRow ? (Number(dbRow.cycle_count) || 0) : 0;\n const goodParts = dbRow ? (Number(dbRow.good_parts) || 0) : 0;',
'const cycleCount = dbRow ? (Number(dbRow.cycle_count) || 0) : 0;\n const goodParts = dbRow ? (Number(dbRow.good_parts) || 0) : 0;\n const scrapParts = dbRow ? (Number(dbRow.scrap_parts) || 0) : 0;'
)
# Update the order object to include scrap_parts
func = func.replace(
'order: {...order, cycle_count: cycleCount, good_parts: goodParts}',
'order: {...order, cycle_count: cycleCount, good_parts: goodParts, scrap: scrapParts}'
)
node['func'] = func
print("✓ Updated Progress Check Handler to include scrap_parts")
break
# Fix 2: Update start-work-order to query scrap_parts
for node in flows:
if node.get('name') == 'Work Order buttons':
func = node['func']
# Update the SELECT query to include scrap_parts
func = func.replace(
'msg.topic = "SELECT cycle_count, good_parts, progress_percent, target_qty FROM work_orders WHERE work_order_id = ? LIMIT 1";',
'msg.topic = "SELECT cycle_count, good_parts, scrap_parts, progress_percent, target_qty FROM work_orders WHERE work_order_id = ? LIMIT 1";'
)
# Update resume-work-order to set scrap
old_resume = ''' // Load existing values into global state (will be set from DB query result)
global.set("activeWorkOrder", order);
global.set("cycleCount", Number(order.cycle_count) || 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESUME-WO] Set cycleCount to ${order.cycle_count}`);'''
new_resume = ''' // Load existing values into global state
// IMPORTANT: Also set scrap so good_parts calculation is correct
order.scrap = Number(order.scrap) || 0;
order.good = Number(order.good_parts) || 0;
global.set("activeWorkOrder", order);
global.set("cycleCount", Number(order.cycle_count) || 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESUME-WO] Set cycleCount=${order.cycle_count}, scrap=${order.scrap}, good=${order.good}`);'''
func = func.replace(old_resume, new_resume)
node['func'] = func
print("✓ Updated Work Order buttons to load scrap_parts")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
for node in flows:
if node.get('id') == 'f3a4b5c6d7e8f9a0' and node.get('name') == 'Graphs Template':
template = node.get('format', '')
# Fix: Make variable name consistent - use selectedRange everywhere
template = template.replace(
"var currentFilter = scope.currentFilter || '24h';",
"var currentFilter = scope.selectedRange || '24h';"
)
node['format'] = template
print("✓ Fixed Graphs Template variable consistency (currentFilter → selectedRange)")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Update restore-query handler in Back to UI
for node in flows:
if node.get('name') == 'Back to UI':
func = node['func']
# Find and replace the restore-query handler
old_restore = '''if (mode === "restore-query") {
const rows = Array.isArray(msg.payload) ? msg.payload : [];
if (rows.length > 0) {
const row = rows[0];
const restoredOrder = {
id: row.work_order_id || row.id || "",
sku: row.sku || "",
target: Number(row.target_qty || row.target || 0),
good: Number(row.good_parts || row.good || 0),
scrap: Number(row.scrap_parts || row.scrap || 0),
progressPercent: Number(row.progress_percent || 0),
cycleTime: Number(row.cycle_time || 0),
lastUpdateIso: row.updated_at || null
};
// Restore global state
global.set("activeWorkOrder", restoredOrder);
global.set("cycleCount", Number(row.cycle_count) || 0);
// Don't auto-start tracking - user must click START
global.set("trackingEnabled", false);
global.set("productionStarted", false);
node.warn('[RESTORE] Restored work order: ' + restoredOrder.id + ' with ' + global.get("cycleCount") + ' cycles');
const homeMsg = {
topic: "activeWorkOrder",
payload: restoredOrder
};
return [null, homeMsg, null, null];
} else {
node.warn('[RESTORE] No running work order found');
}
return [null, null, null, null];
}'''
new_restore = '''if (mode === "restore-query") {
const rows = Array.isArray(msg.payload) ? msg.payload : [];
if (rows.length > 0) {
const row = rows[0];
const restoredOrder = {
id: row.work_order_id || row.id || "",
sku: row.sku || "",
target: Number(row.target_qty || row.target || 0),
good: Number(row.good_parts || row.good || 0),
scrap: Number(row.scrap_parts || row.scrap || 0),
progressPercent: Number(row.progress_percent || 0),
cycleTime: Number(row.cycle_time || 0),
lastUpdateIso: row.updated_at || null
};
// Restore global state
global.set("activeWorkOrder", restoredOrder);
global.set("cycleCount", Number(row.cycle_count) || 0);
// Don't auto-start tracking - user must click START
global.set("trackingEnabled", false);
global.set("productionStarted", false);
node.warn('[RESTORE] Restored work order: ' + restoredOrder.id + ' with ' + global.get("cycleCount") + ' cycles');
// Set status back to RUNNING in database (if not already DONE)
// This prevents user from having to "Load" the work order again
const dbMsg = {
topic: "UPDATE work_orders SET status = 'RUNNING', updated_at = NOW() WHERE work_order_id = ? AND status != 'DONE'",
payload: [restoredOrder.id]
};
const homeMsg = {
topic: "activeWorkOrder",
payload: restoredOrder
};
// Output 1: workOrderMsg (to refresh WO table)
// Output 2: homeMsg (to update UI)
// Output 3: dbMsg (to update DB status)
return [dbMsg, homeMsg, null, null];
} else {
node.warn('[RESTORE] No running work order found');
}
return [null, null, null, null];
}'''
if old_restore in func:
func = func.replace(old_restore, new_restore)
node['func'] = func
print("✓ Updated restore-query handler to set status to RUNNING")
else:
print("✗ Could not find exact restore-query handler - may have been modified")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Handler code for resume-prompt mode
resume_handler = '''
// ========================================================
// MODE: RESUME-PROMPT
// ========================================================
if (mode === "resume-prompt") {
// Forward the resume prompt to Home UI
// Also set activeWorkOrder so Start button becomes enabled
const order = msg.payload.order || null;
if (order) {
// Set activeWorkOrder in global so Start button is enabled
global.set("activeWorkOrder", order);
node.warn(`[RESUME-PROMPT] Set activeWorkOrder to ${order.id} - Start button should now be enabled`);
}
// Send prompt message to Home template
const homeMsg = {
topic: msg.topic || "resumePrompt",
payload: msg.payload
};
return [null, homeMsg, null, null];
}
'''
# Find Back to UI node and add the handler
for node in flows:
if node.get('id') == 'f2bab26e27e2023d' and node.get('name') == 'Back to UI':
func = node.get('func', '')
# Find the best place to insert: before the DEFAULT section
if '// DEFAULT' in func:
# Insert before DEFAULT section
default_idx = func.find('// ========================================================\n// DEFAULT')
if default_idx != -1:
func = func[:default_idx] + resume_handler + '\n' + func[default_idx:]
node['func'] = func
print("✓ Added resume-prompt handler to Back to UI function")
else:
print("✗ Could not find DEFAULT section")
else:
# Fallback: add before the final return statement
final_return_idx = func.rfind('return [null, null, null, null];')
if final_return_idx != -1:
func = func[:final_return_idx] + resume_handler + '\n' + func[final_return_idx:]
node['func'] = func
print("✓ Added resume-prompt handler to Back to UI function (before final return)")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated successfully")

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# HTML for resume/restart prompt modal
resume_prompt_html = '''
<!-- Resume/Restart Prompt Modal -->
<div id="resume-modal" class="modal" ng-show="resumePrompt.show">
<div class="modal-card">
<h2>Work Order Already In Progress</h2>
<p class="wo-info">{{ resumePrompt.id }}</p>
<p class="wo-summary">
<strong>{{ resumePrompt.goodParts }}</strong> of <strong>{{ resumePrompt.targetQty }}</strong> parts completed
({{ resumePrompt.progressPercent }}%)
</p>
<p class="wo-summary">Cycle Count: <strong>{{ resumePrompt.cycleCount }}</strong></p>
<div style="margin-top: 1.5rem; display: flex; flex-direction: column; gap: 0.75rem;">
<button class="prompt-continue" ng-click="resumeWorkOrder()">
Resume from {{ resumePrompt.goodParts }} parts
</button>
<button class="prompt-yes" ng-click="confirmRestart()">
Restart from 0 (Warning: Progress will be lost!)
</button>
</div>
</div>
</div>
'''
# JavaScript for handling resume prompt
resume_prompt_js = '''
// Resume/Restart Prompt State
scope.resumePrompt = {
show: false,
id: '',
sku: '',
cycleCount: 0,
goodParts: 0,
targetQty: 0,
progressPercent: 0,
order: null
};
scope.resumeWorkOrder = function() {
if (!scope.resumePrompt.order) {
console.error('No order data for resume');
return;
}
scope.send({
action: 'resume-work-order',
payload: scope.resumePrompt.order
});
scope.resumePrompt.show = false;
scope.hasActiveOrder = true;
};
scope.confirmRestart = function() {
if (!confirm('Are you sure you want to restart? All progress (' + scope.resumePrompt.goodParts + ' parts) will be lost!')) {
return;
}
if (!scope.resumePrompt.order) {
console.error('No order data for restart');
return;
}
scope.send({
action: 'restart-work-order',
payload: scope.resumePrompt.order
});
scope.resumePrompt.show = false;
scope.hasActiveOrder = true;
};
'''
# Watch handler for resume prompt
resume_watch_handler = '''
// Handle resume prompt
if (msg.topic === 'resumePrompt' && msg.payload) {
scope.resumePrompt.show = true;
scope.resumePrompt.id = msg.payload.id || '';
scope.resumePrompt.sku = msg.payload.sku || '';
scope.resumePrompt.cycleCount = msg.payload.cycleCount || 0;
scope.resumePrompt.goodParts = msg.payload.goodParts || 0;
scope.resumePrompt.targetQty = msg.payload.targetQty || 0;
scope.resumePrompt.progressPercent = msg.payload.progressPercent || 0;
scope.resumePrompt.order = msg.payload.order || null;
return;
}
'''
# Find Home Template node and update it
for node in flows:
if node.get('id') == '1821c4842945ecd8' and node.get('name') == 'Home Template':
template = node.get('format', '')
# Add resume modal HTML before the closing </div> of #oee or before scrap modal
if '<div id="scrap-modal"' in template:
# Insert before scrap modal
template = template.replace('<div id="scrap-modal"', resume_prompt_html + '<div id="scrap-modal"')
else:
# Insert before closing body tag or at end
template = template.replace('</div>\n<script>', '</div>\n' + resume_prompt_html + '\n<script>')
# Add resume prompt JS functions before the $watch section
if '(function(scope) {' in template and 'scope.$watch' in template:
# Find the first scope.$watch and insert before it
watch_idx = template.find('scope.$watch')
if watch_idx != -1:
# Find the start of the watch function (go back to find opening of scope function containing it)
# Insert resume JS right after "(function(scope) {" and before renderDashboard or other functions
# Better approach: insert before the closing })(scope); at the very end
closing_idx = template.rfind('})(scope);')
if closing_idx != -1:
template = template[:closing_idx] + resume_prompt_js + '\n ' + template[closing_idx:]
# Add watch handler for resumePrompt topic
# Find the $watch('msg' section and add handler
if "scope.$watch('msg'" in template:
# Find where msg.topic handlers are (look for "if (msg.topic ==" patterns)
# Insert our handler before the closing of the watch function
# Find the watch function and add handler inside it
# Look for the pattern where other topic handlers are
if "if (msg.topic === 'machineStatus')" in template:
# Insert before machineStatus handler
template = template.replace(
"if (msg.topic === 'machineStatus')",
resume_watch_handler + "\n if (msg.topic === 'machineStatus')"
)
elif 'scope.$watch' in template:
# Add at the beginning of the watch function
watch_start = template.find("scope.$watch('msg', function(msg) {")
if watch_start != -1:
# Find the first if statement after the watch declaration
insert_pos = template.find('if (!msg)', watch_start)
if insert_pos != -1:
# Insert after the "if (!msg) { return; }" block
after_null_check = template.find('}', insert_pos) + 1
template = template[:after_null_check] + '\n ' + resume_watch_handler + template[after_null_check:]
node['format'] = template
print("Updated Home Template with resume/restart prompt")
break
# Write back
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("Home Template updated successfully")

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// ============================================================
// ANOMALY DETECTOR
// Detects production anomalies in real-time
// ============================================================
const cycle = msg.cycle || {};
const kpis = msg.kpis || {};
const activeOrder = global.get("activeWorkOrder") || {};
// Must have active work order to detect anomalies
if (!activeOrder.id) {
return null;
}
const theoreticalCycleTime = Number(activeOrder.cycleTime) || 0;
const now = Date.now();
// Get or initialize anomaly tracking state
let anomalyState = global.get("anomalyState") || {
lastCycleTime: now,
activeStoppageEvent: null
};
const detectedAnomalies = [];
// ============================================================
// 1. SLOW CYCLE DETECTION
// Trigger: Actual cycle time > 1.5x theoretical
// ============================================================
if (theoreticalCycleTime > 0) {
const timeSinceLastCycle = now - anomalyState.lastCycleTime;
const actualCycleTime = timeSinceLastCycle / 1000; // Convert to seconds
const threshold = theoreticalCycleTime * 1.5;
if (actualCycleTime > threshold && anomalyState.lastCycleTime > 0) {
const deltaPercent = ((actualCycleTime - theoreticalCycleTime) / theoreticalCycleTime) * 100;
// Determine severity
let severity = 'warning';
if (actualCycleTime > theoreticalCycleTime * 2.0) {
severity = 'critical'; // 100%+ slower
}
detectedAnomalies.push({
anomaly_type: 'slow-cycle',
severity: severity,
title: `Slow Cycle Detected`,
description: `Cycle took ${actualCycleTime.toFixed(1)}s (${deltaPercent.toFixed(0)}% slower than expected ${theoreticalCycleTime}s)`,
data: {
actual_cycle_time: actualCycleTime,
theoretical_cycle_time: theoreticalCycleTime,
delta_percent: Math.round(deltaPercent),
threshold_multiplier: actualCycleTime / theoreticalCycleTime
},
kpi_snapshot: {
oee: kpis.oee || 0,
availability: kpis.availability || 0,
performance: kpis.performance || 0,
quality: kpis.quality || 0
},
work_order_id: activeOrder.id,
cycle_count: cycle.cycles || 0,
timestamp: now
});
node.warn(`[ANOMALY] Slow cycle: ${actualCycleTime.toFixed(1)}s (expected ${theoreticalCycleTime}s)`);
}
}
// ============================================================
// 2. PRODUCTION STOPPAGE DETECTION
// Trigger: No cycle in > 3x theoretical cycle time
// ============================================================
if (theoreticalCycleTime > 0) {
const timeSinceLastCycle = now - anomalyState.lastCycleTime;
const stoppageThreshold = theoreticalCycleTime * 3 * 1000; // Convert to ms
// If we have an active stoppage event and a new cycle arrived, resolve it
if (anomalyState.activeStoppageEvent) {
// Cycle resumed - mark stoppage as resolved
anomalyState.activeStoppageEvent.resolved_at = now;
anomalyState.activeStoppageEvent.auto_resolved = true;
anomalyState.activeStoppageEvent.status = 'resolved';
const stoppageDuration = (now - anomalyState.activeStoppageEvent.timestamp) / 1000;
node.warn(`[ANOMALY] Production resumed after ${stoppageDuration.toFixed(0)}s stoppage`);
// Send resolution event
detectedAnomalies.push(anomalyState.activeStoppageEvent);
anomalyState.activeStoppageEvent = null;
}
// Check if production has stopped (only if no active stoppage event)
if (!anomalyState.activeStoppageEvent && timeSinceLastCycle > stoppageThreshold && anomalyState.lastCycleTime > 0) {
const stoppageSeconds = timeSinceLastCycle / 1000;
// Determine severity
let severity = 'warning';
if (stoppageSeconds > theoreticalCycleTime * 5) {
severity = 'critical'; // Stopped for 5x+ theoretical time
}
const stoppageEvent = {
anomaly_type: 'production-stopped',
severity: severity,
title: `Production Stoppage`,
description: `No cycles detected for ${stoppageSeconds.toFixed(0)}s (expected cycle every ${theoreticalCycleTime}s)`,
data: {
stoppage_duration_seconds: Math.round(stoppageSeconds),
theoretical_cycle_time: theoreticalCycleTime,
last_cycle_timestamp: anomalyState.lastCycleTime,
threshold_multiplier: stoppageSeconds / theoreticalCycleTime
},
kpi_snapshot: {
oee: kpis.oee || 0,
availability: kpis.availability || 0,
performance: kpis.performance || 0,
quality: kpis.quality || 0
},
work_order_id: activeOrder.id,
cycle_count: cycle.cycles || 0,
timestamp: now,
status: 'active'
};
detectedAnomalies.push(stoppageEvent);
anomalyState.activeStoppageEvent = stoppageEvent;
node.warn(`[ANOMALY] Production stopped: ${stoppageSeconds.toFixed(0)}s since last cycle`);
}
}
// Update last cycle time for next iteration
anomalyState.lastCycleTime = now;
global.set("anomalyState", anomalyState);
// ============================================================
// OUTPUT
// ============================================================
if (detectedAnomalies.length > 0) {
node.warn(`[ANOMALY DETECTOR] Detected ${detectedAnomalies.length} anomaly/ies`);
return {
topic: "anomaly-detected",
payload: detectedAnomalies,
originalMsg: msg // Pass through original message for other flows
};
}
return null; // No anomalies detected

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#!/usr/bin/env python3
import json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# JavaScript code to add tab activation listener
tab_refresh_code = '''
// Phase 7: Tab activation listener - refresh data when returning to Home
scope.$on('$destroy', function() {
if (scope.tabRefreshInterval) {
clearInterval(scope.tabRefreshInterval);
}
});
// Request current state when tab becomes visible
scope.refreshHomeData = function() {
scope.send({ action: "get-current-state" });
};
// Poll for updates when on Home tab (every 2 seconds)
// This ensures UI stays fresh when returning from other tabs
scope.tabRefreshInterval = setInterval(function() {
// Only refresh if we're on the Home tab (check if element is visible)
var homeElement = document.getElementById('oee');
if (homeElement && homeElement.offsetParent !== null) {
scope.refreshHomeData();
}
}, 2000);
'''
# Find Home Template and add the tab refresh code
for node in flows:
if node.get('name') == 'Home Template':
template = node.get('format', '')
# Check if already has tab refresh code
if 'tabRefreshInterval' in template:
print("⚠ Tab refresh code already exists - skipping")
else:
# Find a good place to insert - after gotoTab function definition
goto_idx = template.find('scope.gotoTab = function(tabName)')
if goto_idx != -1:
# Find the end of the gotoTab function (closing brace and semicolon)
end_idx = template.find('};', goto_idx)
if end_idx != -1:
# Insert after the gotoTab function
insert_pos = end_idx + 2 # After '};'
template = template[:insert_pos] + '\n' + tab_refresh_code + template[insert_pos:]
node['format'] = template
print("✓ Added tab refresh listener to Home Template")
else:
print("✗ Could not find end of gotoTab function")
else:
print("✗ Could not find gotoTab function")
break
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("✓ flows.json updated")

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#!/usr/bin/env python3
import json
import uuid
# Read flows.json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# Function code for the new Progress Check Handler node
progress_handler_func = """// Handle DB result from start-work-order progress check
if (msg._mode === "start-check-progress") {
const order = flow.get("pendingWorkOrder");
if (!order || !order.id) {
node.error("No pending work order found", msg);
return [null, null];
}
// Get progress from DB query result
const dbRow = (Array.isArray(msg.payload) && msg.payload.length > 0) ? msg.payload[0] : null;
const cycleCount = dbRow ? (Number(dbRow.cycle_count) || 0) : 0;
const goodParts = dbRow ? (Number(dbRow.good_parts) || 0) : 0;
const targetQty = dbRow ? (Number(dbRow.target_qty) || 0) : (Number(order.target) || 0);
node.warn(`[PROGRESS-CHECK] WO ${order.id}: cycles=${cycleCount}, good=${goodParts}, target=${targetQty}`);
// Check if work order has existing progress
if (cycleCount > 0 || goodParts > 0) {
// Work order has progress - send prompt to UI
node.warn(`[PROGRESS-CHECK] Work order has existing progress - sending prompt to UI`);
const promptMsg = {
_mode: "resume-prompt",
topic: "resumePrompt",
payload: {
id: order.id,
sku: order.sku || "",
cycleCount: cycleCount,
goodParts: goodParts,
targetQty: targetQty,
progressPercent: targetQty > 0 ? Math.round((goodParts / targetQty) * 100) : 0,
// Include full order object for resume/restart actions
order: {...order, cycle_count: cycleCount, good_parts: goodParts}
}
};
return [null, promptMsg];
} else {
// No existing progress - proceed with normal start
node.warn(`[PROGRESS-CHECK] No existing progress - proceeding with normal start`);
// Simulate the original start-work-order behavior
const startMsg = {
_mode: "start",
startOrder: order,
topic: "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN 'RUNNING' ELSE 'PENDING' END, updated_at = CASE WHEN work_order_id = ? THEN NOW() ELSE updated_at END WHERE status <> 'DONE'",
payload: [order.id, order.id]
};
global.set("activeWorkOrder", order);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
return [startMsg, null];
}
}
// Pass through all other messages
return [msg, null];"""
# Create new Progress Check Handler function node
new_node_id = "progress_check_handler_node"
new_node = {
"id": new_node_id,
"type": "function",
"z": "cac3a4383120cb57",
"g": "b7ab5e0cc02b9508",
"name": "Progress Check Handler",
"func": progress_handler_func,
"outputs": 2,
"timeout": 0,
"noerr": 0,
"initialize": "",
"finalize": "",
"libs": [],
"x": 1090,
"y": 340,
"wires": [
["578c92e75bf0f266"], # Output 1: To Refresh Trigger (for normal flow)
["f2bab26e27e2023d"] # Output 2: To Back to UI (for resume prompt)
]
}
# Update mariaDB node to output to Progress Check Handler instead of Refresh Trigger
for node in flows:
if node.get('id') == 'f6ad294bc02618c9' and node.get('name') == 'mariaDB':
# Change wires to point to new Progress Check Handler
node['wires'] = [[new_node_id]]
print(f"Updated mariaDB node to output to Progress Check Handler")
break
# Also update Refresh Trigger function to handle resume/restart modes
for node in flows:
if node.get('id') == '578c92e75bf0f266' and node.get('name') == 'Refresh Trigger':
# Update function to handle resume and restart modes
updated_refresh_func = """if (msg._mode === "start" || msg._mode === "complete" || msg._mode === "resume" || msg._mode === "restart") {
// Preserve original message for Back to UI (output 2)
const originalMsg = {...msg};
// Create select message for refreshing WO table (output 1)
msg._mode = "select";
msg.topic = "SELECT * FROM work_orders ORDER BY updated_at DESC;";
return [msg, originalMsg];
}
if (msg._mode === "cycle" || msg._mode === "production-state") {
return [null, msg];
}
if (msg._mode === "scrap-prompt") {
return [null, msg];
}
if (msg._mode === "restore-query") {
// Pass restore query results to Back to UI
return [null, msg];
}
if (msg._mode === "current-state") {
// Pass current state to Back to UI
return [null, msg];
}
if (msg._mode === "scrap-complete") {
// Preserve original message for Back to UI (output 2)
const originalMsg = {...msg};
// Create select message for refreshing WO table (output 1)
msg._mode = "select";
msg.topic = "SELECT * FROM work_orders ORDER BY updated_at DESC;";
return [msg, originalMsg];
}
return [null, msg];"""
node['func'] = updated_refresh_func
print(f"Updated Refresh Trigger function to handle resume/restart")
break
# Add the new node to flows
flows.append(new_node)
print(f"Added Progress Check Handler node")
# Write back to flows.json
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("flows.json updated successfully with Progress Check Handler")

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#!/usr/bin/env python3
import json
# Read flows.json
with open('/home/mdares/.node-red/flows.json', 'r') as f:
flows = json.load(f)
# New function code with Phase 3 modifications
new_func = """switch (msg.action) {
case "upload-excel":
msg._mode = "upload";
return [msg, null, null, null];
case "refresh-work-orders":
msg._mode = "select";
msg.topic = "SELECT * FROM work_orders ORDER BY created_at DESC;";
return [null, msg, null, null];
case "start-work-order": {
msg._mode = "start-check-progress";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for start", msg);
return [null, null, null, null];
}
// Store order data temporarily for after DB query
flow.set("pendingWorkOrder", order);
// Query database to check for existing progress
msg.topic = "SELECT cycle_count, good_parts, progress_percent, target_qty FROM work_orders WHERE work_order_id = ? LIMIT 1";
msg.payload = [order.id];
node.warn(`[START-WO] Checking progress for WO ${order.id}`);
return [null, msg, null, null];
}
case "resume-work-order": {
msg._mode = "resume";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for resume", msg);
return [null, null, null, null];
}
node.warn(`[RESUME-WO] Resuming WO ${order.id} with existing progress`);
// Set status to RUNNING without resetting progress
msg.topic = "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN 'RUNNING' ELSE 'PENDING' END, updated_at = CASE WHEN work_order_id = ? THEN NOW() ELSE updated_at END WHERE status <> 'DONE'";
msg.payload = [order.id, order.id];
msg.startOrder = order;
// Load existing values into global state (will be set from DB query result)
global.set("activeWorkOrder", order);
global.set("cycleCount", Number(order.cycle_count) || 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESUME-WO] Set cycleCount to ${order.cycle_count}`);
return [null, null, msg, null];
}
case "restart-work-order": {
msg._mode = "restart";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for restart", msg);
return [null, null, null, null];
}
node.warn(`[RESTART-WO] Restarting WO ${order.id} - resetting progress to 0`);
// Reset progress in database AND set status to RUNNING
msg.topic = "UPDATE work_orders SET status = CASE WHEN work_order_id = ? THEN 'RUNNING' ELSE 'PENDING' END, cycle_count = 0, good_parts = 0, progress_percent = 0, updated_at = NOW() WHERE work_order_id = ? OR status = 'RUNNING'";
msg.payload = [order.id, order.id];
msg.startOrder = order;
// Initialize global state to 0
global.set("activeWorkOrder", order);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn(`[RESTART-WO] Reset cycleCount to 0`);
return [null, null, msg, null];
}
case "complete-work-order": {
msg._mode = "complete";
const order = msg.payload || {};
if (!order.id) {
node.error("No work order id supplied for complete", msg);
return [null, null, null, null];
}
msg.completeOrder = order;
// SQL with bound parameter for safety
msg.topic = "UPDATE work_orders SET status = 'DONE', updated_at = NOW() WHERE work_order_id = ?";
msg.payload = [order.id];
// Clear ALL state on completion
global.set("activeWorkOrder", null);
global.set("trackingEnabled", false);
global.set("productionStarted", false);
global.set("kpiStartupMode", false);
global.set("operatingTime", 0);
global.set("lastCycleTime", null);
global.set("cycleCount", 0);
flow.set("lastMachineState", 0);
global.set("scrapPromptIssuedFor", null);
node.warn('[COMPLETE] Cleared all state flags');
return [null, null, null, msg];
}
case "get-current-state": {
// Return current state for UI sync on tab switch
const activeOrder = global.get("activeWorkOrder") || null;
const trackingEnabled = global.get("trackingEnabled") || false;
const productionStarted = global.get("productionStarted") || false;
const kpis = global.get("currentKPIs") || { oee: 0, availability: 0, performance: 0, quality: 0 };
msg._mode = "current-state";
msg.payload = {
activeWorkOrder: activeOrder,
trackingEnabled: trackingEnabled,
productionStarted: productionStarted,
kpis: kpis
};
return [null, msg, null, null];
}
case "restore-session": {
// Query DB for any RUNNING work order on startup
msg._mode = "restore-query";
msg.topic = "SELECT * FROM work_orders WHERE status = 'RUNNING' LIMIT 1";
msg.payload = [];
node.warn('[RESTORE] Checking for running work order on startup');
return [null, msg, null, null];
}
case "scrap-entry": {
const { id, scrap } = msg.payload || {};
const scrapNum = Number(scrap) || 0;
if (!id) {
node.error("No work order id supplied for scrap entry", msg);
return [null, null, null, null];
}
const activeOrder = global.get("activeWorkOrder");
if (activeOrder && activeOrder.id === id) {
activeOrder.scrap = (Number(activeOrder.scrap) || 0) + scrapNum;
global.set("activeWorkOrder", activeOrder);
}
global.set("scrapPromptIssuedFor", null);
msg._mode = "scrap-update";
msg.scrapEntry = { id, scrap: scrapNum };
// SQL with bound parameters for safety
msg.topic = "UPDATE work_orders SET scrap_parts = scrap_parts + ?, updated_at = NOW() WHERE work_order_id = ?";
msg.payload = [scrapNum, id];
return [null, null, msg, null];
}
case "scrap-skip": {
const { id, remindAgain } = msg.payload || {};
if (!id) {
node.error("No work order id supplied for scrap skip", msg);
return [null, null, null, null];
}
if (remindAgain) {
global.set("scrapPromptIssuedFor", null);
}
msg._mode = "scrap-skipped";
return [null, null, null, null];
}
case "start": {
// START with KPI timestamp init - FIXED
const now = Date.now();
global.set("trackingEnabled", true);
global.set("productionStarted", true);
global.set("kpiStartupMode", true);
global.set("kpiBuffer", []);
global.set("lastKPIRecordTime", now - 60000);
global.set("productionStartTime", now);
global.set("lastMachineCycleTime", now);
global.set("lastCycleTime", now);
global.set("operatingTime", 0);
node.warn('[START] Initialized: trackingEnabled=true, productionStarted=true, kpiStartupMode=true, operatingTime=0');
const activeOrder = global.get("activeWorkOrder") || {};
msg._mode = "production-state";
msg.payload = msg.payload || {};
msg.trackingEnabled = true;
msg.productionStarted = true;
msg.machineOnline = true;
msg.payload.trackingEnabled = true;
msg.payload.productionStarted = true;
msg.payload.machineOnline = true;
return [null, msg, null, null];
}
case "stop": {
global.set("trackingEnabled", false);
global.set("productionStarted", false);
node.warn('[STOP] Set trackingEnabled=false, productionStarted=false');
// Send UI update so button state reflects change
msg._mode = "production-state";
msg.payload = msg.payload || {};
msg.trackingEnabled = false;
msg.productionStarted = false;
msg.machineOnline = true;
msg.payload.trackingEnabled = false;
msg.payload.productionStarted = false;
msg.payload.machineOnline = true;
return [null, msg, null, null];
}
case "start-tracking": {
const activeOrder = global.get('activeOrder') || {};
if (!activeOrder.id) {
node.warn('[START] Cannot start tracking: No active order loaded.');
return [null, { topic: "alert", payload: "Error: No active work order loaded." }, null, null];
}
const now = Date.now();
global.set("trackingEnabled", true);
global.set("kpiBuffer", []);
global.set("lastKPIRecordTime", now - 60000);
global.set("lastMachineCycleTime", now);
global.set("lastCycleTime", now);
global.set("operatingTime", 0.001);
node.warn('[START] Cleared kpiBuffer for fresh production run');
// FIX: Use work_order_id consistently
const dbMsg = {
topic: `UPDATE work_orders SET production_start_time = ${now}, is_tracking = 1 WHERE work_order_id = '${activeOrder.id}'`,
payload: []
};
const stateMsg = {
topic: "machineStatus",
payload: msg.payload || {}
};
stateMsg.payload.trackingEnabled = true;
stateMsg.payload.productionStarted = true;
stateMsg.payload.machineOnline = true;
return [dbMsg, stateMsg, null, null];
}
}"""
# Find and update Work Order buttons function node
for node in flows:
if node.get('name') == 'Work Order buttons':
node['func'] = new_func
print(f"Updated Work Order buttons function node")
break
# Write back to flows.json
with open('/home/mdares/.node-red/flows.json', 'w') as f:
json.dump(flows, f, indent=4)
print("flows.json updated successfully")