|
| 1 | +--- |
| 2 | +title: Error Handling |
| 3 | +description: Handle step failures gracefully with retriesExhausted option. |
| 4 | +sidebar: |
| 5 | + order: 3 |
| 6 | +--- |
| 7 | + |
| 8 | +import { Aside, CardGrid, LinkCard } from '@astrojs/starlight/components'; |
| 9 | + |
| 10 | +The `retriesExhausted` option controls what happens when a step fails after exhausting all retry attempts. Instead of failing the entire run, you can mark the step as skipped and continue. |
| 11 | + |
| 12 | +## Default Behavior |
| 13 | + |
| 14 | +By default, when a step fails after all retries, the entire run fails: |
| 15 | + |
| 16 | +```typescript |
| 17 | +.step({ |
| 18 | + slug: 'sendNotification', |
| 19 | + maxAttempts: 3, |
| 20 | + // retriesExhausted: 'fail' // This is the default |
| 21 | +}, async (input) => { |
| 22 | + await sendEmail(input.run.email); // If this fails 3 times, run fails |
| 23 | +}) |
| 24 | +``` |
| 25 | + |
| 26 | +## Graceful Failure with skip |
| 27 | + |
| 28 | +Use `retriesExhausted: 'skip'` for non-critical steps that shouldn't block the workflow: |
| 29 | + |
| 30 | +```typescript |
| 31 | +.step({ |
| 32 | + slug: 'sendWelcomeEmail', |
| 33 | + maxAttempts: 3, |
| 34 | + retriesExhausted: 'skip', // If email fails, continue anyway |
| 35 | +}, async (input) => { |
| 36 | + return await sendEmail(input.run.email); |
| 37 | +}) |
| 38 | +.step({ |
| 39 | + slug: 'createAccount', |
| 40 | + dependsOn: ['sendWelcomeEmail'], |
| 41 | +}, async (input) => { |
| 42 | + // This runs even if email failed |
| 43 | + // input.sendWelcomeEmail may be undefined |
| 44 | + const emailSent = input.sendWelcomeEmail !== undefined; |
| 45 | + return { accountId: await createUser(input.run), emailSent }; |
| 46 | +}) |
| 47 | +``` |
| 48 | + |
| 49 | +<Aside type="tip"> |
| 50 | +Use `retriesExhausted: 'skip'` for: |
| 51 | +- Notifications (email, SMS, push) |
| 52 | +- Analytics and tracking |
| 53 | +- Optional enrichment |
| 54 | +- Logging to external services |
| 55 | + |
| 56 | +These shouldn't block your core business logic. |
| 57 | + |
| 58 | +</Aside> |
| 59 | + |
| 60 | +## Cascade Failure with skip-cascade |
| 61 | + |
| 62 | +Use `retriesExhausted: 'skip-cascade'` when a failed step should skip its entire dependency chain: |
| 63 | + |
| 64 | +```typescript |
| 65 | +.step({ |
| 66 | + slug: 'fetchExternalData', |
| 67 | + maxAttempts: 5, |
| 68 | + retriesExhausted: 'skip-cascade', // Skip this + dependents on failure |
| 69 | +}, async (input) => { |
| 70 | + return await fetchFromUnreliableAPI(input.run.id); |
| 71 | +}) |
| 72 | +.step({ |
| 73 | + slug: 'processExternalData', |
| 74 | + dependsOn: ['fetchExternalData'], |
| 75 | +}, processHandler) // Also skipped if fetch fails |
| 76 | +.step({ |
| 77 | + slug: 'useLocalFallback', |
| 78 | + // No dependency on external data |
| 79 | +}, fallbackHandler) // This always runs |
| 80 | +``` |
| 81 | + |
| 82 | +```d2 width="700" pad="20" |
| 83 | +...@../../../../assets/pgflow-theme.d2 |
| 84 | +
|
| 85 | +direction: right |
| 86 | +
|
| 87 | +fetch: "fetchExternalData" |
| 88 | +fetch.class: step_skipped |
| 89 | +
|
| 90 | +process: "processExternalData" |
| 91 | +process.class: step_skipped |
| 92 | +
|
| 93 | +fallback: "useLocalFallback" |
| 94 | +fallback.class: step_completed |
| 95 | +
|
| 96 | +fetch -> process: "cascade skip" { |
| 97 | + style.stroke-dash: 3 |
| 98 | +} |
| 99 | +
|
| 100 | +note: "fetch failed after 5 attempts\nprocess cascaded to skipped\nfallback runs independently" { |
| 101 | + style.fill: transparent |
| 102 | + style.stroke: transparent |
| 103 | +} |
| 104 | +``` |
| 105 | + |
| 106 | +## Type Safety |
| 107 | + |
| 108 | +Like `whenUnmet`, the `retriesExhausted` option affects TypeScript types: |
| 109 | + |
| 110 | +| Mode | Dependent Input Type | |
| 111 | +| -------------- | --------------------------- | |
| 112 | +| `fail` | `T` (required) | |
| 113 | +| `skip` | `T \| undefined` (optional) | |
| 114 | +| `skip-cascade` | `T` (required) | |
| 115 | + |
| 116 | +```typescript |
| 117 | +// With retriesExhausted: 'skip' |
| 118 | +.step({ |
| 119 | + slug: 'optional', |
| 120 | + retriesExhausted: 'skip', |
| 121 | +}, () => ({ data: 'value' })) |
| 122 | + |
| 123 | +.step({ |
| 124 | + slug: 'consumer', |
| 125 | + dependsOn: ['optional'], |
| 126 | +}, async (input) => { |
| 127 | + // TypeScript knows input.optional may be undefined |
| 128 | + if (input.optional) { |
| 129 | + return processData(input.optional.data); |
| 130 | + } |
| 131 | + return processWithoutData(); |
| 132 | +}) |
| 133 | +``` |
| 134 | + |
| 135 | +## TYPE_VIOLATION: The Exception |
| 136 | + |
| 137 | +Some errors indicate programming mistakes that should never be silently ignored. These **TYPE_VIOLATION** errors always fail the run, regardless of `retriesExhausted`: |
| 138 | + |
| 139 | +```typescript |
| 140 | +// This will ALWAYS fail the run, even with retriesExhausted: 'skip' |
| 141 | +.step({ |
| 142 | + slug: 'fetchItems', |
| 143 | + retriesExhausted: 'skip', |
| 144 | +}, () => "not an array") // Returns string instead of array! |
| 145 | +.map({ |
| 146 | + slug: 'processItems', |
| 147 | + array: 'fetchItems', // Expects array, gets string |
| 148 | +}, (item) => item * 2) |
| 149 | +``` |
| 150 | + |
| 151 | +<Aside type="caution" title="TYPE_VIOLATION Errors"> |
| 152 | +These programming errors ALWAYS fail the run: |
| 153 | +- A step returns a non-array value for a dependent `.map()` step |
| 154 | +- Root `.map()` receives non-array flow input |
| 155 | + |
| 156 | +These are bugs in your code, not runtime conditions. Fix the handler or input validation. |
| 157 | + |
| 158 | +</Aside> |
| 159 | + |
| 160 | +## Skip Reason for Failed Steps |
| 161 | + |
| 162 | +When `retriesExhausted: 'skip'` triggers, the step gets: |
| 163 | + |
| 164 | +- `status: 'skipped'` |
| 165 | +- `skip_reason: 'handler_failed'` |
| 166 | +- Original error preserved in `error_message` |
| 167 | + |
| 168 | +Query failed-but-skipped steps: |
| 169 | + |
| 170 | +```sql |
| 171 | +SELECT step_slug, error_message, skip_reason |
| 172 | +FROM pgflow.step_states |
| 173 | +WHERE run_id = 'your-run-id' |
| 174 | + AND skip_reason = 'handler_failed'; |
| 175 | +``` |
| 176 | + |
| 177 | +## Combining with Conditions |
| 178 | + |
| 179 | +You can use both condition options and failure handling on the same step: |
| 180 | + |
| 181 | +```typescript |
| 182 | +.step({ |
| 183 | + slug: 'premiumNotification', |
| 184 | + if: { plan: 'premium' }, // Only for premium users |
| 185 | + whenUnmet: 'skip', // Skip if not premium |
| 186 | + maxAttempts: 3, |
| 187 | + retriesExhausted: 'skip', // Skip if notification fails |
| 188 | +}, async (input) => { |
| 189 | + return await sendPremiumEmail(input.run.email); |
| 190 | +}) |
| 191 | +``` |
| 192 | + |
| 193 | +The step can be skipped for two different reasons: |
| 194 | + |
| 195 | +1. `condition_unmet` - User isn't premium |
| 196 | +2. `handler_failed` - Email service failed after 3 attempts |
| 197 | + |
| 198 | +## Best Practices |
| 199 | + |
| 200 | +### Do Use skip for Side Effects |
| 201 | + |
| 202 | +```typescript |
| 203 | +// Good: Notifications shouldn't block core logic |
| 204 | +.step({ |
| 205 | + slug: 'sendSlackNotification', |
| 206 | + maxAttempts: 2, |
| 207 | + retriesExhausted: 'skip', |
| 208 | +}, notifySlack) |
| 209 | +``` |
| 210 | + |
| 211 | +### Don't Use skip for Critical Steps |
| 212 | + |
| 213 | +```typescript |
| 214 | +// Bad: Payment processing should never silently fail |
| 215 | +.step({ |
| 216 | + slug: 'chargePayment', |
| 217 | + maxAttempts: 3, |
| 218 | + retriesExhausted: 'skip', // Don't do this! |
| 219 | +}, chargeCard) |
| 220 | +``` |
| 221 | + |
| 222 | +### Use skip-cascade for Feature Branches |
| 223 | + |
| 224 | +```typescript |
| 225 | +// Good: If enrichment source is down, skip all enrichment |
| 226 | +.step({ |
| 227 | + slug: 'fetchEnrichmentData', |
| 228 | + retriesExhausted: 'skip-cascade', |
| 229 | +}, fetchEnrichment) |
| 230 | +.step({ |
| 231 | + slug: 'applyEnrichment', |
| 232 | + dependsOn: ['fetchEnrichmentData'], |
| 233 | +}, applyEnrichment) // Skipped if fetch failed |
| 234 | +``` |
| 235 | + |
| 236 | +## Learn More |
| 237 | + |
| 238 | +<CardGrid> |
| 239 | + <LinkCard |
| 240 | + title="Retrying Steps" |
| 241 | + href="/build/retrying-steps/" |
| 242 | + description="Configure retry policies and understand failure types" |
| 243 | + /> |
| 244 | + <LinkCard |
| 245 | + title="Skip Modes" |
| 246 | + href="/build/conditional-steps/skip-modes/" |
| 247 | + description="Understand fail, skip, and skip-cascade behaviors" |
| 248 | + /> |
| 249 | + <LinkCard |
| 250 | + title="Pattern Matching" |
| 251 | + href="/build/conditional-steps/pattern-matching/" |
| 252 | + description="Use if/ifNot conditions with JSON containment patterns" |
| 253 | + /> |
| 254 | +</CardGrid> |
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