From 18e26998f72b2fcbafd2714758785e64cb945e0d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Fri, 25 Oct 2024 15:26:26 +0200 Subject: [PATCH 1/7] Add more docs on requeue --- .../delayed-messages/go.mod | 4 +-- .../delayed-messages/go.sum | 3 ++ .../delayed-requeue/go.mod | 4 +-- .../delayed-requeue/go.sum | 3 ++ .../content/advanced/requeuing-after-error.md | 10 ++++++ docs/content/docs/getting-started.md | 1 - docs/content/pubsubs/sql.md | 35 ++++++++++++++----- docs/hugo_stats.json | 1 + ...s_cdf9d7c9eb97e4550ded64a8776dd9e8.content | 2 +- ...scss_cdf9d7c9eb97e4550ded64a8776dd9e8.json | 2 +- 10 files changed, 50 insertions(+), 15 deletions(-) create mode 100644 docs/content/advanced/requeuing-after-error.md diff --git a/_examples/real-world-examples/delayed-messages/go.mod b/_examples/real-world-examples/delayed-messages/go.mod index ee8d58d6d..f16b3362b 100644 --- a/_examples/real-world-examples/delayed-messages/go.mod +++ b/_examples/real-world-examples/delayed-messages/go.mod @@ -3,9 +3,9 @@ module delayed-messsages go 1.23.0 require ( - github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 + github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 - github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 + github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 github.com/brianvoe/gofakeit/v6 v6.28.0 github.com/google/uuid v1.6.0 github.com/lib/pq v1.10.2 diff --git a/_examples/real-world-examples/delayed-messages/go.sum b/_examples/real-world-examples/delayed-messages/go.sum index 841fdf6a2..03ce535f6 100644 --- a/_examples/real-world-examples/delayed-messages/go.sum +++ b/_examples/real-world-examples/delayed-messages/go.sum @@ -2,12 +2,15 @@ github.com/Rican7/retry v0.3.1 h1:scY4IbO8swckzoA/11HgBwaZRJEyY9vaNJshcdhp1Mc= github.com/Rican7/retry v0.3.1/go.mod h1:CxSDrhAyXmTMeEuRAnArMu1FHu48vtfjLREWqVl7Vw0= github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 h1:b8qRHpWtlO94x6dVzSulrO2znSQqz8iYsxUyrdTixHo= github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 h1:FY6tsBcbhbJpKDOssU4bfybstqY0hQHwiZmVq9qyILQ= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2/go.mod h1:69++855LyB+ckYDe60PiJLBcUrpckfDE2WwyzuVJRCk= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602 h1:CKdW3wb3+C36mMa44DF53KUyM5L6mGOjI3hikBOlAl4= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 h1:KeRk2EG5AtdxfpjqIVPigZqscMvIcy0E2h8k7y38OAE= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= +github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 h1:uYfnh1EoqXrzHu+bX/TboRyv4ou+EFcmkC1MABeQ0lI= +github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1/go.mod h1:ttA/lhzSh0YyDkosq1Cgc7IYz6Arrba0jIWfdnON0WA= github.com/brianvoe/gofakeit/v6 v6.28.0 h1:Xib46XXuQfmlLS2EXRuJpqcw8St6qSZz75OUo0tgAW4= github.com/brianvoe/gofakeit/v6 v6.28.0/go.mod h1:Xj58BMSnFqcn/fAQeSK+/PLtC5kSb7FJIq4JyGa8vEs= github.com/bsm/ginkgo/v2 v2.12.0 h1:Ny8MWAHyOepLGlLKYmXG4IEkioBysk6GpaRTLC8zwWs= diff --git a/_examples/real-world-examples/delayed-requeue/go.mod b/_examples/real-world-examples/delayed-requeue/go.mod index f76ffb215..78b5e2376 100644 --- a/_examples/real-world-examples/delayed-requeue/go.mod +++ b/_examples/real-world-examples/delayed-requeue/go.mod @@ -3,9 +3,9 @@ module delayed-requeue go 1.23.0 require ( - github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 + github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 - github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 + github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 github.com/brianvoe/gofakeit/v6 v6.28.0 github.com/lib/pq v1.10.9 github.com/redis/go-redis/v9 v9.7.0 diff --git a/_examples/real-world-examples/delayed-requeue/go.sum b/_examples/real-world-examples/delayed-requeue/go.sum index ae0952ed3..adad67d63 100644 --- a/_examples/real-world-examples/delayed-requeue/go.sum +++ b/_examples/real-world-examples/delayed-requeue/go.sum @@ -4,12 +4,15 @@ github.com/Rican7/retry v0.3.1 h1:scY4IbO8swckzoA/11HgBwaZRJEyY9vaNJshcdhp1Mc= github.com/Rican7/retry v0.3.1/go.mod h1:CxSDrhAyXmTMeEuRAnArMu1FHu48vtfjLREWqVl7Vw0= github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 h1:b8qRHpWtlO94x6dVzSulrO2znSQqz8iYsxUyrdTixHo= github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 h1:FY6tsBcbhbJpKDOssU4bfybstqY0hQHwiZmVq9qyILQ= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2/go.mod h1:69++855LyB+ckYDe60PiJLBcUrpckfDE2WwyzuVJRCk= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602 h1:CKdW3wb3+C36mMa44DF53KUyM5L6mGOjI3hikBOlAl4= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 h1:KeRk2EG5AtdxfpjqIVPigZqscMvIcy0E2h8k7y38OAE= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= +github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 h1:uYfnh1EoqXrzHu+bX/TboRyv4ou+EFcmkC1MABeQ0lI= +github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1/go.mod h1:ttA/lhzSh0YyDkosq1Cgc7IYz6Arrba0jIWfdnON0WA= github.com/brianvoe/gofakeit/v6 v6.28.0 h1:Xib46XXuQfmlLS2EXRuJpqcw8St6qSZz75OUo0tgAW4= github.com/brianvoe/gofakeit/v6 v6.28.0/go.mod h1:Xj58BMSnFqcn/fAQeSK+/PLtC5kSb7FJIq4JyGa8vEs= github.com/bsm/ginkgo/v2 v2.12.0 h1:Ny8MWAHyOepLGlLKYmXG4IEkioBysk6GpaRTLC8zwWs= diff --git a/docs/content/advanced/requeuing-after-error.md b/docs/content/advanced/requeuing-after-error.md new file mode 100644 index 000000000..2e48b5f8d --- /dev/null +++ b/docs/content/advanced/requeuing-after-error.md @@ -0,0 +1,10 @@ ++++ +title = "Requeuing After Error" +description = "How to requeue a message after it fails to process" +weight = -20 +draft = false +bref = "How to requeue a message after it fails to process" ++++ + + + diff --git a/docs/content/docs/getting-started.md b/docs/content/docs/getting-started.md index 4c0765937..231cc002b 100644 --- a/docs/content/docs/getting-started.md +++ b/docs/content/docs/getting-started.md @@ -222,7 +222,6 @@ if err != nil { } ``` - {{< tabs "publishing" >}} {{< tab "Go Channel" "go-channel" >}} diff --git a/docs/content/pubsubs/sql.md b/docs/content/pubsubs/sql.md index 5413c9436..9739fe174 100644 --- a/docs/content/pubsubs/sql.md +++ b/docs/content/pubsubs/sql.md @@ -30,12 +30,12 @@ go get github.com/ThreeDotsLabs/watermill-sql/v3 ### Characteristics -| Feature | Implements | Note | -|---------------------|------------|-------------------------------------------| -| ConsumerGroups | yes | See `ConsumerGroup` in `SubscriberConfig` | -| ExactlyOnceDelivery | yes* | Just for MySQL implementation | -| GuaranteedOrder | yes | | -| Persistent | yes | | +| Feature | Implements | Note | +|---------------------|------------|-------------------------------------------------------------------------------| +| ConsumerGroups | yes | See `ConsumerGroup` in `SubscriberConfig` (not supported by the queue schema) | +| ExactlyOnceDelivery | yes* | Just for MySQL implementation | +| GuaranteedOrder | yes | | +| Persistent | yes | | ### Schema @@ -83,7 +83,7 @@ constructor. You have to create one publisher for each transaction. Example: {{% load-snippet-partial file="src-link/_examples/real-world-examples/transactional-events/main.go" first_line_contains="func simulateEvents" last_line_contains="return pub.Publish(" padding_after="3" %}} -### Subscribing +## Subscribing To create a subscriber, you need to pass not only proper schema adapter, but also an offsets adapter. @@ -97,9 +97,28 @@ Example: {{% load-snippet-partial file="src-link/watermill-sql/pkg/sql/subscriber.go" first_line_contains="func (s *Subscriber) Subscribe" last_line_contains="func (s *Subscriber) Subscribe" %}} -### Offsets Adapter +## Offsets Adapter The logic for storing offsets of messages is provided by the `OffsetsAdapter`. If your schema uses auto-incremented integer as the row ID, it should work out of the box with default offset adapters. {{% load-snippet-partial file="src-link/watermill-sql/pkg/sql/offsets_adapter.go" first_line_contains="type OffsetsAdapter" %}} + + +## Queue + +Instead of the default Pub/Sub schema, you can use the queue schema and offsets adapters. + +It's a simpler version of schema that doesn't support consumer groups. +However, it has other advantages. +It lets you specify a custom `WHERE` clause for getting the messages. +You can use it to filter messages by some condition in the payload or in the metadata. + +Additionally, you can choose to delete messages from the table after they are acknowledged. +Thanks to this, the table doesn't grow in size of time. + +Currently, this schema is supported only for PostgreSQL. + +{{% load-snippet-partial file="src-link/watermill-sql/pkg/sql/queue_schema_adapter_postgresql.go" first_line_contains="// PostgreSQLQueueSchema" last_line_contains="}" %}} + +{{% load-snippet-partial file="src-link/watermill-sql/pkg/sql/queue_offsets_adapter_postgresql.go" first_line_contains="// PostgreSQLQueueOffsetsAdapter" last_line_contains="}" %}} diff --git a/docs/hugo_stats.json b/docs/hugo_stats.json index cb541b1e1..962ca2d75 100644 --- a/docs/hugo_stats.json +++ b/docs/hugo_stats.json @@ -392,6 +392,7 @@ "publishing-multiple-messages", "pubsubs", "query", + "queue", "randomfail", "receiving-acknack", "recoverer", diff --git a/docs/resources/_gen/assets/scss/app.scss_cdf9d7c9eb97e4550ded64a8776dd9e8.content b/docs/resources/_gen/assets/scss/app.scss_cdf9d7c9eb97e4550ded64a8776dd9e8.content index 733dbbb37..8ec6aa497 100644 --- a/docs/resources/_gen/assets/scss/app.scss_cdf9d7c9eb97e4550ded64a8776dd9e8.content +++ b/docs/resources/_gen/assets/scss/app.scss_cdf9d7c9eb97e4550ded64a8776dd9e8.content @@ -1 +1 @@ -:root[data-bs-theme="light"],[data-bs-theme="light"] ::backdrop{--sl-color-white: hsl(224, 10%, 10%);--sl-color-gray-1: hsl(224, 14%, 16%);--sl-color-gray-2: hsl(224, 10%, 23%);--sl-color-gray-3: hsl(224, 7%, 36%);--sl-color-gray-4: hsl(224, 6%, 56%);--sl-color-gray-5: hsl(224, 6%, 77%);--sl-color-gray-6: hsl(224, 20%, 94%);--sl-color-gray-7: hsl(224, 19%, 97%);--sl-color-black: hsl(0, 0%, 100%)}:root,::backdrop{--sl-color-white: hsl(0, 0%, 100%);--sl-color-gray-1: hsl(224, 20%, 94%);--sl-color-gray-2: hsl(224, 6%, 77%);--sl-color-gray-3: hsl(224, 6%, 56%);--sl-color-gray-4: hsl(224, 7%, 36%);--sl-color-gray-5: hsl(224, 10%, 23%);--sl-color-gray-6: hsl(224, 14%, 16%);--sl-color-black: hsl(224, 10%, 10%);--sl-hue-orange: 41;--sl-color-orange-low: hsl(var(--sl-hue-orange), 39%, 22%);--sl-color-orange: hsl(var(--sl-hue-orange), 82%, 63%);--sl-color-orange-high: hsl(var(--sl-hue-orange), 82%, 87%);--sl-hue-green: 101;--sl-color-green-low: hsl(var(--sl-hue-green), 39%, 22%);--sl-color-green: hsl(var(--sl-hue-green), 82%, 63%);--sl-color-green-high: hsl(var(--sl-hue-green), 82%, 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.5);display:inline-block;padding:var(--bs-btn-padding-y) var(--bs-btn-padding-x);font-family:var(--bs-btn-font-family);font-size:var(--bs-btn-font-size);font-weight:var(--bs-btn-font-weight);line-height:var(--bs-btn-line-height);color:var(--bs-btn-color);text-align:center;vertical-align:middle;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;user-select:none;border:var(--bs-btn-border-width) solid var(--bs-btn-border-color);border-radius:var(--bs-btn-border-radius);background-color:var(--bs-btn-bg);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.btn{transition:none}}.btn:hover{color:var(--bs-btn-hover-color);text-decoration:none;background-color:var(--bs-btn-hover-bg);border-color:var(--bs-btn-hover-border-color)}.btn:focus-visible{color:var(--bs-btn-hover-color);background-color:var(--bs-btn-hover-bg);border-color:var(--bs-btn-hover-border-color);outline:0;box-shadow:var(--bs-btn-focus-box-shadow)}:not(.btn-check)+.btn:active,.btn:first-child:active,.btn.active,.btn.show{color:var(--bs-btn-active-color);background-color:var(--bs-btn-active-bg);border-color:var(--bs-btn-active-border-color)}:not(.btn-check)+.btn:active:focus-visible,.btn:first-child:active:focus-visible,.btn.active:focus-visible,.btn.show:focus-visible{box-shadow:var(--bs-btn-focus-box-shadow)}.btn:disabled,.btn.disabled{color:var(--bs-btn-disabled-color);pointer-events:none;background-color:var(--bs-btn-disabled-bg);border-color:var(--bs-btn-disabled-border-color);opacity:var(--bs-btn-disabled-opacity)}.btn-primary{--bs-btn-color: #fff;--bs-btn-bg: #4f46e5;--bs-btn-border-color: #4f46e5;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #433cc3;--bs-btn-hover-border-color: #3f38b7;--bs-btn-focus-shadow-rgb: 105,98,233;--bs-btn-active-color: #fff;--bs-btn-active-bg: #3f38b7;--bs-btn-active-border-color: #3b35ac;--bs-btn-active-shadow: inset 0 3px 5px rgba(0,0,0,0.125);--bs-btn-disabled-color: #fff;--bs-btn-disabled-bg: #4f46e5;--bs-btn-disabled-border-color: #4f46e5}.btn-outline-primary{--bs-btn-color: #4f46e5;--bs-btn-border-color: #4f46e5;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #4f46e5;--bs-btn-hover-border-color: #4f46e5;--bs-btn-focus-shadow-rgb: 79,70,229;--bs-btn-active-color: #fff;--bs-btn-active-bg: #4f46e5;--bs-btn-active-border-color: #4f46e5;--bs-btn-active-shadow: inset 0 3px 5px rgba(0,0,0,0.125);--bs-btn-disabled-color: #4f46e5;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #4f46e5;--bs-gradient: none}.btn-link{--bs-btn-font-weight: 400;--bs-btn-color: var(--bs-link-color);--bs-btn-bg: transparent;--bs-btn-border-color: transparent;--bs-btn-hover-color: var(--bs-link-hover-color);--bs-btn-hover-border-color: transparent;--bs-btn-active-color: var(--bs-link-hover-color);--bs-btn-active-border-color: transparent;--bs-btn-disabled-color: #6c757d;--bs-btn-disabled-border-color: transparent;--bs-btn-box-shadow: 0 0 0 #000;--bs-btn-focus-shadow-rgb: 105,98,233;text-decoration:none}.btn-link:hover,.btn-link:focus-visible{text-decoration:underline}.btn-link:focus-visible{color:var(--bs-btn-color)}.btn-link:hover{color:var(--bs-btn-hover-color)}.btn-lg{--bs-btn-padding-y: .5rem;--bs-btn-padding-x: 1rem;--bs-btn-font-size:1.25rem;--bs-btn-border-radius: var(--bs-border-radius-lg)}.fade{transition:opacity 0.15s linear}@media (prefers-reduced-motion: reduce){.fade{transition:none}}.fade:not(.show){opacity:0}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: .5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: var(--bs-link-color);--bs-nav-link-hover-color: var(--bs-link-hover-color);--bs-nav-link-disabled-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);background:none;border:0;transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color);text-decoration:none}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem rgba(79,70,229,0.25)}.nav-link.disabled,.nav-link:disabled{color:var(--bs-nav-link-disabled-color);pointer-events:none;cursor:default}.nav-tabs{--bs-nav-tabs-border-width: var(--bs-border-width);--bs-nav-tabs-border-color: var(--bs-border-color);--bs-nav-tabs-border-radius: var(--bs-border-radius);--bs-nav-tabs-link-hover-border-color: var(--bs-secondary-bg) var(--bs-secondary-bg) var(--bs-border-color);--bs-nav-tabs-link-active-color: var(--bs-emphasis-color);--bs-nav-tabs-link-active-bg: var(--bs-body-bg);--bs-nav-tabs-link-active-border-color: var(--bs-border-color) var(--bs-border-color) var(--bs-body-bg);border-bottom:var(--bs-nav-tabs-border-width) solid var(--bs-nav-tabs-border-color)}.nav-tabs .nav-link{margin-bottom:calc(-1 * var(--bs-nav-tabs-border-width));border:var(--bs-nav-tabs-border-width) solid transparent;border-top-left-radius:var(--bs-nav-tabs-border-radius);border-top-right-radius:var(--bs-nav-tabs-border-radius)}.nav-tabs .nav-link:hover,.nav-tabs .nav-link:focus{isolation:isolate;border-color:var(--bs-nav-tabs-link-hover-border-color)}.nav-tabs .nav-link.active,.nav-tabs .nav-item.show .nav-link{color:var(--bs-nav-tabs-link-active-color);background-color:var(--bs-nav-tabs-link-active-bg);border-color:var(--bs-nav-tabs-link-active-border-color)}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.navbar{--bs-navbar-padding-x: 0;--bs-navbar-padding-y: .5rem;--bs-navbar-color: rgba(var(--bs-emphasis-color-rgb), 0.65);--bs-navbar-hover-color: rgba(var(--bs-emphasis-color-rgb), 0.8);--bs-navbar-disabled-color: rgba(var(--bs-emphasis-color-rgb), 0.3);--bs-navbar-active-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-brand-padding-y: .3125rem;--bs-navbar-brand-margin-end: 1rem;--bs-navbar-brand-font-size: 1.25rem;--bs-navbar-brand-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-brand-hover-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-nav-link-padding-x: .5rem;--bs-navbar-toggler-padding-y: .25rem;--bs-navbar-toggler-padding-x: .75rem;--bs-navbar-toggler-font-size: 1.25rem;--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%2829,45,53,0.75%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e");--bs-navbar-toggler-border-color: rgba(var(--bs-emphasis-color-rgb), 0.15);--bs-navbar-toggler-border-radius: var(--bs-border-radius);--bs-navbar-toggler-focus-width: 0;--bs-navbar-toggler-transition: box-shadow 0.15s ease-in-out;position:relative;display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;padding:var(--bs-navbar-padding-y) var(--bs-navbar-padding-x)}.navbar>.container,.navbar>.container-fluid,.navbar>.container-lg{display:flex;flex-wrap:inherit;align-items:center;justify-content:space-between}.navbar-brand{padding-top:var(--bs-navbar-brand-padding-y);padding-bottom:var(--bs-navbar-brand-padding-y);margin-right:var(--bs-navbar-brand-margin-end);font-size:var(--bs-navbar-brand-font-size);color:var(--bs-navbar-brand-color);white-space:nowrap}.navbar-brand:hover,.navbar-brand:focus{color:var(--bs-navbar-brand-hover-color);text-decoration:none}.navbar-nav{--bs-nav-link-padding-x: 0;--bs-nav-link-padding-y: .5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: var(--bs-navbar-color);--bs-nav-link-hover-color: var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}@media (min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar[data-bs-theme="dark"]{--bs-navbar-color: #c1c3c8;--bs-navbar-hover-color: #b3c7ff;--bs-navbar-disabled-color: rgba(255,255,255,0.25);--bs-navbar-active-color: #b3c7ff;--bs-navbar-brand-color: #b3c7ff;--bs-navbar-brand-hover-color: #b3c7ff;--bs-navbar-toggler-border-color: rgba(255,255,255,0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23c1c3c8' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: .5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: var(--bs-border-width);--bs-card-border-color: #e9ecef;--bs-card-border-radius: var(--bs-border-radius);--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-card-cap-padding-y: .5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(var(--bs-body-color-rgb), 0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 1.5rem;position:relative;display:flex;flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card-body{flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);text-decoration:none;background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: .5;--bs-btn-close-hover-opacity: .75;--bs-btn-close-focus-shadow: 0 0 0 .25rem rgba(79,70,229,0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: .25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}[data-bs-theme="dark"] .btn-close{filter:var(--bs-btn-close-white-filter)}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: .5rem;--bs-modal-color: ;--bs-modal-bg: var(--bs-body-bg);--bs-modal-border-color: var(--bs-border-color-translucent);--bs-modal-border-width: var(--bs-border-width);--bs-modal-border-radius: var(--bs-border-radius-lg);--bs-modal-box-shadow: var(--bs-box-shadow-sm);--bs-modal-inner-border-radius: calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: .5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform 0.3s ease-out;transform:translate(0, -50px)}@media (prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: .5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y) * .5) calc(var(--bs-modal-header-padding-x) * .5);margin:calc(-.5 * var(--bs-modal-header-padding-y)) calc(-.5 * var(--bs-modal-header-padding-x)) calc(-.5 * var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;flex-shrink:0;flex-wrap:wrap;align-items:center;justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap) * .5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap) * .5)}@media (min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}}@media (max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-header,.modal-fullscreen-md-down 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pre{display:flex;margin:0;padding:0;border:var(--ec-brdWd) solid var(--ec-brdCol);border-radius:calc(var(--ec-brdRad) + var(--ec-brdWd));background:var(--ec-codeBg)}.expressive-code pre:focus-visible{outline:3px solid var(--ec-focusBrd);outline-offset:-3px}.expressive-code pre>code{all:unset;display:block;flex:1 0 100%;padding:var(--ec-codePadBlk) 0;color:var(--ec-codeFg);font-family:var(--ec-codeFontFml);font-size:var(--ec-codeFontSize);line-height:var(--ec-codeLineHt)}.expressive-code pre{overflow-x:auto}.expressive-code pre::-webkit-scrollbar,.expressive-code pre::-webkit-scrollbar-track{background-color:inherit;border-radius:calc(var(--ec-brdRad) + var(--ec-brdWd));border-top-left-radius:0;border-top-right-radius:0}.expressive-code pre::-webkit-scrollbar-thumb{background-color:var(--ec-sbThumbCol);border:4px solid transparent;background-clip:content-box;border-radius:10px}.expressive-code pre::-webkit-scrollbar-thumb:hover{background-color:var(--ec-sbThumbHoverCol)}.expressive-code 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var(--ec-tm-lineMarkerAccentMarg));margin-inline-start:var(--ec-tm-lineMarkerAccentMarg);border-inline-start:var(--ec-tm-lineMarkerAccentWd) solid var(--tmLineBrdCol);padding-inline-start:calc(var(--ec-codePadInl) - var(--ec-tm-lineMarkerAccentMarg) - var(--ec-tm-lineMarkerAccentWd)) !important}.expressive-code .ec-line.mark::before,.expressive-code .ec-line.ins::before,.expressive-code .ec-line.del::before{position:absolute;left:var(--ec-tm-lineDiffIndMargLeft)}.expressive-code .ec-line mark,.expressive-code .ec-line .mark{--tmInlineBgCol: var(--ec-tm-markBg);--tmInlineBrdCol: var(--ec-tm-markBrdCol)}.expressive-code .ec-line ins{--tmInlineBgCol: var(--ec-tm-insBg);--tmInlineBrdCol: var(--ec-tm-insBrdCol)}.expressive-code .ec-line del{--tmInlineBgCol: var(--ec-tm-delBg);--tmInlineBrdCol: var(--ec-tm-delBrdCol)}.expressive-code .ec-line mark,.expressive-code .ec-line .mark,.expressive-code .ec-line ins,.expressive-code .ec-line del{all:unset;display:inline-block;position:relative;--tmBrdL: var(--ec-tm-inlMarkerBrdWd);--tmBrdR: var(--ec-tm-inlMarkerBrdWd);--tmRadL: var(--ec-tm-inlMarkerBrdRad);--tmRadR: var(--ec-tm-inlMarkerBrdRad);margin-inline:0.025rem;padding-inline:var(--ec-tm-inlMarkerPad);border-radius:var(--tmRadL) var(--tmRadR) var(--tmRadR) var(--tmRadL);background:var(--tmInlineBgCol);background-clip:padding-box}.expressive-code .ec-line mark.open-start,.expressive-code .ec-line .open-start.mark,.expressive-code .ec-line ins.open-start,.expressive-code .ec-line del.open-start{margin-inline-start:0;padding-inline-start:0;--tmBrdL: 0px;--tmRadL: 0}.expressive-code .ec-line mark.open-end,.expressive-code .ec-line .open-end.mark,.expressive-code .ec-line ins.open-end,.expressive-code .ec-line del.open-end{margin-inline-end:0;padding-inline-end:0;--tmBrdR: 0px;--tmRadR: 0}.expressive-code .ec-line mark::before,.expressive-code .ec-line .mark::before,.expressive-code .ec-line ins::before,.expressive-code 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code{border-top:none;border-top-left-radius:0;border-top-right-radius:0}.expressive-code .frame .title:empty:before{content:"\a0"}.expressive-code .frame.has-title:not(.is-terminal){--button-spacing: calc(1.9rem + 2 * (var(--ec-uiPadBlk) + var(--ec-frm-edActTabIndHt)))}.expressive-code .frame.has-title:not(.is-terminal) .title{position:relative;color:var(--ec-frm-edActTabFg);background:var(--ec-frm-edActTabBg);background-clip:padding-box;margin-block-start:var(--ec-frm-edTabsMargBlkStart);padding:calc(var(--ec-uiPadBlk) + var(--ec-frm-edActTabIndHt)) var(--ec-uiPadInl);border:var(--ec-brdWd) solid var(--ec-frm-edActTabBrdCol);border-radius:var(--tab-border-radius) var(--tab-border-radius) 0 0;border-bottom:none;overflow:hidden}.expressive-code .frame.has-title:not(.is-terminal) .title::after{content:"";position:absolute;pointer-events:none;inset:0;border-top:var(--ec-frm-edActTabIndHt) solid var(--ec-frm-edActTabIndTopCol);border-bottom:var(--ec-frm-edActTabIndHt) solid 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50%;-webkit-mask-size:cover;mask-size:cover;background-color:#212529}.btn-clipboard:focus,.btn-clipboard:active{border-color:transparent !important}.btn-clipboard:focus::after,.btn-clipboard:active::after{width:22px;height:22px;display:inline-block;content:"";-webkit-mask:url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='22' height='22' viewBox='0 0 24 24' stroke-width='1.25' stroke='currentColor' fill='none' stroke-linecap='round' stroke-linejoin='round'%3E%3Cpath stroke='none' d='M0 0h24v24H0z' fill='none'%3E%3C/path%3E%3Cpath d='M5 12l5 5l10 -10'%3E%3C/path%3E%3C/svg%3E") no-repeat 50% 50%;mask:url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='22' height='22' viewBox='0 0 24 24' stroke-width='1.25' stroke='currentColor' fill='none' stroke-linecap='round' stroke-linejoin='round'%3E%3Cpath stroke='none' d='M0 0h24v24H0z' fill='none'%3E%3C/path%3E%3Cpath d='M5 12l5 5l10 -10'%3E%3C/path%3E%3C/svg%3E") no-repeat 50% 50%;-webkit-mask-size:cover;mask-size:cover;background-color:#212529}[data-bs-theme="dark"] .btn-clipboard{background-color:transparent;border-color:transparent}[data-bs-theme="dark"] .btn-clipboard::after{background-color:#ced4da}[data-bs-theme="dark"] .btn-clipboard:hover{border-color:transparent}[data-bs-theme="dark"] .btn-clipboard:hover::after{background-color:#e9ecef}[data-bs-theme="dark"] .btn-clipboard:focus,[data-bs-theme="dark"] .btn-clipboard:active{border-color:transparent}[data-bs-theme="dark"] .btn-clipboard:focus::after,[data-bs-theme="dark"] .btn-clipboard:active::after{background-color:#e9ecef}.highlight{position:relative}@media (min-width: 768px){.highlight:hover .btn-clipboard{opacity:1}}.btn-cta{padding-left:2rem;padding-right:2rem}.callout{--bs-link-color-rgb: var(--callout-link);--bs-code-color: var(--callout-code-color);color:var(--callout-color, inherit);background-color:var(--callout-bg, var(--bs-gray-100));border-left:0.25rem solid var(--callout-border, var(--bs-gray-300));border-radius:0}.callout a{text-decoration:underline}.callout .highlight{background-color:rgba(0,0,0,0.05)}.callout-content{min-width:0}.callout.callout-danger{border-color:var(--sl-color-red);background-color:var(--sl-color-red-high)}.callout.callout-danger .callout-body a{color:var(--sl-color-red-low)}.callout.callout-danger .callout-body,.callout.callout-danger .callout-body a:hover,.callout.callout-danger .callout-body a:active{color:var(--sl-color-white)}[data-bs-theme="dark"] .callout{color:var(--sl-color-gray-1)}[data-bs-theme="dark"] .callout.callout-danger{border-color:var(--sl-color-red);background-color:var(--sl-color-red-low)}[data-bs-theme="dark"] .callout.callout-danger .callout-body a{color:var(--sl-color-red-high)}[data-bs-theme="dark"] .callout.callout-danger .callout-body,[data-bs-theme="dark"] .callout.callout-danger .callout-body a:hover,[data-bs-theme="dark"] .callout.callout-danger .callout-body a:active{color:var(--sl-color-white)}[data-bs-theme="dark"] .callout.callout-danger code:not(:where(.not-content *)){color:var(--ec-codeFg)}.expressive-code{font-family:var(--ec-uiFontFml);font-size:var(--ec-uiFontSize);line-height:var(--ec-uiLineHt);-moz-text-size-adjust:none;text-size-adjust:none;-webkit-text-size-adjust:none;margin:1.5rem 0}.expressive-code *:not(path){all:revert;box-sizing:border-box}.expressive-code pre{display:flex;margin:0;padding:0;border:var(--ec-brdWd) solid var(--ec-brdCol);border-radius:calc(var(--ec-brdRad) + var(--ec-brdWd));background:var(--ec-codeBg)}.expressive-code pre:focus-visible{outline:3px solid var(--ec-focusBrd);outline-offset:-3px}.expressive-code pre>code{all:unset;display:block;flex:1 0 100%;padding:var(--ec-codePadBlk) 0;color:var(--ec-codeFg);font-family:var(--ec-codeFontFml);font-size:var(--ec-codeFontSize);line-height:var(--ec-codeLineHt)}.expressive-code pre{overflow-x:auto}.expressive-code pre::-webkit-scrollbar,.expressive-code 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del.open-start{margin-inline-start:0;padding-inline-start:0;--tmBrdL: 0px;--tmRadL: 0}.expressive-code .ec-line mark.open-end,.expressive-code .ec-line .open-end.mark,.expressive-code .ec-line ins.open-end,.expressive-code .ec-line del.open-end{margin-inline-end:0;padding-inline-end:0;--tmBrdR: 0px;--tmRadR: 0}.expressive-code .ec-line mark::before,.expressive-code .ec-line .mark::before,.expressive-code .ec-line ins::before,.expressive-code .ec-line del::before{content:"";position:absolute;pointer-events:none;display:inline-block;inset:0;border-radius:var(--tmRadL) var(--tmRadR) var(--tmRadR) var(--tmRadL);border:var(--ec-tm-inlMarkerBrdWd) solid var(--tmInlineBrdCol);border-inline-width:var(--tmBrdL) var(--tmBrdR)}.expressive-code .frame{all:unset;position:relative;display:block;--header-border-radius: calc(var(--ec-brdRad) + var(--ec-brdWd));--tab-border-radius: calc(var(--ec-frm-edTabBrdRad) + var(--ec-brdWd));--button-spacing: 0.4rem;--code-background: var(--ec-frm-edBg);border-radius:var(--header-border-radius);box-shadow:var(--ec-frm-frameBoxShdCssVal)}.expressive-code .frame .header{display:none;z-index:1;position:relative;border-radius:var(--header-border-radius) var(--header-border-radius) 0 0}.expressive-code .frame.has-title pre,.expressive-code .frame.has-title code,.expressive-code .frame.is-terminal pre,.expressive-code .frame.is-terminal code{border-top:none;border-top-left-radius:0;border-top-right-radius:0}.expressive-code .frame .title:empty:before{content:"\a0"}.expressive-code .frame.has-title:not(.is-terminal){--button-spacing: calc(1.9rem + 2 * (var(--ec-uiPadBlk) + var(--ec-frm-edActTabIndHt)))}.expressive-code .frame.has-title:not(.is-terminal) .title{position:relative;color:var(--ec-frm-edActTabFg);background:var(--ec-frm-edActTabBg);background-clip:padding-box;margin-block-start:var(--ec-frm-edTabsMargBlkStart);padding:calc(var(--ec-uiPadBlk) + var(--ec-frm-edActTabIndHt)) 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...9940_c0fe83760c1bebd5a39d4ddb7fce622e.webp | Bin 0 -> 16278 bytes ...3739_cb9243f2e37f830fb14160ae4284ce39.webp | Bin 0 -> 13512 bytes 5 files changed, 47 insertions(+), 4 deletions(-) create mode 100644 docs/resources/_gen/images/_hu70523d59fb738bec5c06336403a46531_39940_c0fe83760c1bebd5a39d4ddb7fce622e.webp create mode 100644 docs/resources/_gen/images/_hu89002a090cbbd5e6897ae6b591dddabc_33739_cb9243f2e37f830fb14160ae4284ce39.webp diff --git a/docs/build.sh b/docs/build.sh index cef7aee2a..16125dfee 100755 --- a/docs/build.sh +++ b/docs/build.sh @@ -49,6 +49,8 @@ else "components/delay/delay.go" "components/delay/publisher.go" + "components/requeuer/requeuer.go" + "components/metrics/builder.go" "components/metrics/http.go" diff --git a/docs/content/advanced/requeuing-after-error.md b/docs/content/advanced/requeuing-after-error.md index 2e48b5f8d..178a7fbe0 100644 --- a/docs/content/advanced/requeuing-after-error.md +++ b/docs/content/advanced/requeuing-after-error.md @@ -6,5 +6,46 @@ draft = false bref = "How to requeue a message after it fails to process" +++ +If a message fails to process (a nack is sent), it usually blocks other messages on the same topic. +If you care about the message order, there's not much you can do about it. +But if you accept that the order might change, you can requeue the failed message back to the tail of the queue. +## Requeuer + +The `Requeuer` component is a wrapper on the `Router` that moves messages from one topic to another. + +{{% load-snippet-partial file="src-link/components/requeuer/requeuer.go" first_line_contains="type Config" last_line_contains="}" %}} + +A trivial usage can look like this. It requeues messages from one topic to the same topic after a delay. + +{{< callout "danger" >}} +Using the delay this way is not recommended, as it blocks the entire requeue process for the given time. +{{< /callout >}} + +```go +req, err := requeuer.NewRequeuer(requeuer.Config{ + Subscriber: sub, + SubscribeTopic: "topic", + Publisher: pub, + GeneratePublishTopic: func(params requeuer.GeneratePublishTopicParams) (string, error) { + return "topic", nil + }, + Delay: time.Millisecond * 200, +}, logger) +if err != nil { + return err +} + +err := req.Run(context.Background()) +if err != nil { + return err +} +``` + +A better way to use the `Requeuer` is to combine it with the `Poison` middleware. +The middleware moves messages to a separate "poison" topic. +Then, the requeuer moves them back to the original topic based on the metadata. + +You combine this with a Pub/Sub that supports delayed messages. +See the [full example based on PostgreSQL](https://github.com/ThreeDotsLabs/watermill/blob/master/_examples/real-world-examples/delayed-requeue/main.go). diff --git a/docs/content/pubsubs/sql.md b/docs/content/pubsubs/sql.md index 9739fe174..49df08b1e 100644 --- a/docs/content/pubsubs/sql.md +++ b/docs/content/pubsubs/sql.md @@ -104,18 +104,18 @@ it should work out of the box with default offset adapters. {{% load-snippet-partial file="src-link/watermill-sql/pkg/sql/offsets_adapter.go" first_line_contains="type OffsetsAdapter" %}} - ## Queue -Instead of the default Pub/Sub schema, you can use the queue schema and offsets adapters. +Instead of the default Pub/Sub schema, you can use the *queue* schema and offsets adapters. -It's a simpler version of schema that doesn't support consumer groups. +It's a simpler schema that doesn't support consumer groups. However, it has other advantages. + It lets you specify a custom `WHERE` clause for getting the messages. You can use it to filter messages by some condition in the payload or in the metadata. Additionally, you can choose to delete messages from the table after they are acknowledged. -Thanks to this, the table doesn't grow in size of time. +Thanks to this, the table doesn't grow in size with time. 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zv*lN+8-)838+(Wgg?QiLYEfETyW)93Ii#}K-P25|fPB%^G5Bd(yDic4vFNcRm`Zzv zxiWglaD&&0KYm12h~m|6^n4T6DjzXVa9K?j-?`q8{=1ES#+zOT9jTkgJ-lGnj3`6N z&{x2HQgRQsB7bSVxaXyX@RM|Kp+FT+v%jF-2Y?;vZbVV?2}3kJTUB0VrTxf4uOm!8 z+n-IJYZim)S87phdDb^*&<#_u(9f9PCA;T1p=qu$s;w+ksN6F$MfyrZ3&Fpo+8Naa zRMa%pD;yV?Fxw(`qRRhR@LYMvfIR|Hn7^sx*^d#WE9XmLoM?QABK6_X`kX*Jr9xS3A(eQ;sc{vIoBH zhINzZbjv>-dR1A5os$b>1TLjt*?)kQs>{gOYIser6kdS?}! zXFn@y=bBc+2eXP<#5Btey&YN5@9Sqy2({H$7_e literal 0 HcmV?d00001 From 8cd90cdc554d6d91fd89d0a9bcd06d4f0feba574 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Tue, 29 Oct 2024 13:03:10 +0100 Subject: [PATCH 3/7] tidy --- tools/pq/go.mod | 6 ++---- tools/pq/go.sum | 2 ++ 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/tools/pq/go.mod b/tools/pq/go.mod index 5f2f50e39..4edb60ec2 100644 --- a/tools/pq/go.mod +++ b/tools/pq/go.mod @@ -3,12 +3,13 @@ module github.com/ThreeDotsLabs/watermill/tools/pq go 1.23.0 require ( - github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241011082756-1cb09cdf7d08 + github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 github.com/charmbracelet/bubbles v0.19.0 github.com/charmbracelet/bubbletea v0.27.1 github.com/charmbracelet/lipgloss v0.13.0 github.com/jmoiron/sqlx v1.4.0 github.com/lib/pq v1.10.9 + github.com/pkg/errors v0.9.1 golang.org/x/exp v0.0.0-20220909182711-5c715a9e8561 ) @@ -32,7 +33,6 @@ require ( github.com/muesli/cancelreader v0.2.2 // indirect github.com/muesli/termenv v0.15.2 // indirect github.com/oklog/ulid v1.3.1 // indirect - github.com/pkg/errors v0.9.1 // indirect github.com/rivo/uniseg v0.4.7 // indirect github.com/sony/gobreaker v1.0.0 // indirect github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect @@ -40,5 +40,3 @@ require ( golang.org/x/sys v0.24.0 // indirect golang.org/x/text v0.14.0 // indirect ) - -replace github.com/ThreeDotsLabs/watermill => ../.. diff --git a/tools/pq/go.sum b/tools/pq/go.sum index 9585210df..d10441494 100644 --- a/tools/pq/go.sum +++ b/tools/pq/go.sum @@ -1,5 +1,7 @@ filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA= filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 h1:K62uIAKOkCHTXtAwY+Nj95vyLR0y25UMBsbf/FuWCeQ= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k= github.com/aymanbagabas/go-osc52/v2 v2.0.1/go.mod h1:uYgXzlJ7ZpABp8OJ+exZzJJhRNQ2ASbcXHWsFqH8hp8= github.com/aymanbagabas/go-udiff v0.2.0 h1:TK0fH4MteXUDspT88n8CKzvK0X9O2xu9yQjWpi6yML8= From ea52245527327e3ed8243e86c8f220f3565e63e2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Tue, 29 Oct 2024 13:35:58 +0100 Subject: [PATCH 4/7] edit --- docs/content/advanced/requeuing-after-error.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/content/advanced/requeuing-after-error.md b/docs/content/advanced/requeuing-after-error.md index 178a7fbe0..a654b6eac 100644 --- a/docs/content/advanced/requeuing-after-error.md +++ b/docs/content/advanced/requeuing-after-error.md @@ -7,7 +7,7 @@ bref = "How to requeue a message after it fails to process" +++ If a message fails to process (a nack is sent), it usually blocks other messages on the same topic. -If you care about the message order, there's not much you can do about it. +There's not much you can do if you care about the message order. But if you accept that the order might change, you can requeue the failed message back to the tail of the queue. ## Requeuer From fe1eecda905d7c5690d63e62e151e7c942dc82d9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Tue, 29 Oct 2024 13:45:35 +0100 Subject: [PATCH 5/7] edit --- docs/content/advanced/requeuing-after-error.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/content/advanced/requeuing-after-error.md b/docs/content/advanced/requeuing-after-error.md index a654b6eac..9c87438a3 100644 --- a/docs/content/advanced/requeuing-after-error.md +++ b/docs/content/advanced/requeuing-after-error.md @@ -6,9 +6,9 @@ draft = false bref = "How to requeue a message after it fails to process" +++ -If a message fails to process (a nack is sent), it usually blocks other messages on the same topic. -There's not much you can do if you care about the message order. -But if you accept that the order might change, you can requeue the failed message back to the tail of the queue. +When a message fails to process (a nack is sent), it usually blocks other messages on the same topic. +If you don't care about the message order, you can requeue the failed message back to the tail of the queue, +and let other messages process. ## Requeuer From acc88ed27338765eb29d5870da273dd50524c4cc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Tue, 29 Oct 2024 14:51:13 +0100 Subject: [PATCH 6/7] Update examples --- .../delayed-messages/go.sum | 7 +--- .../delayed-messages/main.go | 13 +++---- .../delayed-requeue/go.sum | 7 +--- .../delayed-requeue/main.go | 37 +++++++++---------- .../content/advanced/requeuing-after-error.md | 10 +++-- 5 files changed, 33 insertions(+), 41 deletions(-) diff --git a/_examples/real-world-examples/delayed-messages/go.sum b/_examples/real-world-examples/delayed-messages/go.sum index 03ce535f6..2fdf15843 100644 --- a/_examples/real-world-examples/delayed-messages/go.sum +++ b/_examples/real-world-examples/delayed-messages/go.sum @@ -1,14 +1,9 @@ github.com/Rican7/retry v0.3.1 h1:scY4IbO8swckzoA/11HgBwaZRJEyY9vaNJshcdhp1Mc= github.com/Rican7/retry v0.3.1/go.mod h1:CxSDrhAyXmTMeEuRAnArMu1FHu48vtfjLREWqVl7Vw0= -github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 h1:b8qRHpWtlO94x6dVzSulrO2znSQqz8iYsxUyrdTixHo= -github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 h1:K62uIAKOkCHTXtAwY+Nj95vyLR0y25UMBsbf/FuWCeQ= github.com/ThreeDotsLabs/watermill v1.4.0-rc.2/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 h1:FY6tsBcbhbJpKDOssU4bfybstqY0hQHwiZmVq9qyILQ= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2/go.mod h1:69++855LyB+ckYDe60PiJLBcUrpckfDE2WwyzuVJRCk= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602 h1:CKdW3wb3+C36mMa44DF53KUyM5L6mGOjI3hikBOlAl4= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 h1:KeRk2EG5AtdxfpjqIVPigZqscMvIcy0E2h8k7y38OAE= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 h1:uYfnh1EoqXrzHu+bX/TboRyv4ou+EFcmkC1MABeQ0lI= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1/go.mod h1:ttA/lhzSh0YyDkosq1Cgc7IYz6Arrba0jIWfdnON0WA= github.com/brianvoe/gofakeit/v6 v6.28.0 h1:Xib46XXuQfmlLS2EXRuJpqcw8St6qSZz75OUo0tgAW4= diff --git a/_examples/real-world-examples/delayed-messages/main.go b/_examples/real-world-examples/delayed-messages/main.go index 520235274..a0cd483ea 100644 --- a/_examples/real-world-examples/delayed-messages/main.go +++ b/_examples/real-world-examples/delayed-messages/main.go @@ -4,6 +4,7 @@ import ( "context" stdSQL "database/sql" "fmt" + "strings" "time" "github.com/brianvoe/gofakeit/v6" @@ -115,7 +116,7 @@ func main() { cqrs.NewEventHandler( "OnOrderPlacedHandler", func(ctx context.Context, event *OrderPlaced) error { - fmt.Printf("Received order placed from %v\n", event.Customer.Name) + fmt.Printf("💰 Received order from %v <%v>\n", event.Customer.Name, event.Customer.Email) cmd := SendFeedbackForm{ To: event.Customer.Email, @@ -142,10 +143,7 @@ func main() { cqrs.NewCommandHandler( "OnSendFeedbackForm", func(ctx context.Context, cmd *SendFeedbackForm) error { - msg := fmt.Sprintf("Hello %s! It's been a while since you placed your order, how did you like it? Let us know!", cmd.Name) - - fmt.Println("Sending feedback form to:", cmd.To) - fmt.Println("\tMessage:", msg) + fmt.Printf("📧 Sending feedback form to %v <%v>\n", cmd.Name, cmd.To) // In a real world scenario, we would send an email to the customer here @@ -188,11 +186,12 @@ func main() { <-router.Running() for { + name := gofakeit.FirstName() e := OrderPlaced{ OrderID: uuid.NewString(), Customer: Customer{ - Name: gofakeit.FirstName(), - Email: gofakeit.Email(), + Name: name, + Email: fmt.Sprintf("%v@%v", strings.ToLower(name), gofakeit.DomainName()), }, } diff --git a/_examples/real-world-examples/delayed-requeue/go.sum b/_examples/real-world-examples/delayed-requeue/go.sum index adad67d63..7349c7b99 100644 --- a/_examples/real-world-examples/delayed-requeue/go.sum +++ b/_examples/real-world-examples/delayed-requeue/go.sum @@ -2,15 +2,10 @@ filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA= filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4= github.com/Rican7/retry v0.3.1 h1:scY4IbO8swckzoA/11HgBwaZRJEyY9vaNJshcdhp1Mc= github.com/Rican7/retry v0.3.1/go.mod h1:CxSDrhAyXmTMeEuRAnArMu1FHu48vtfjLREWqVl7Vw0= -github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948 h1:b8qRHpWtlO94x6dVzSulrO2znSQqz8iYsxUyrdTixHo= -github.com/ThreeDotsLabs/watermill v1.4.0-rc.1.0.20241024100330-cb068b72e948/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= +github.com/ThreeDotsLabs/watermill v1.4.0-rc.2 h1:K62uIAKOkCHTXtAwY+Nj95vyLR0y25UMBsbf/FuWCeQ= github.com/ThreeDotsLabs/watermill v1.4.0-rc.2/go.mod h1:lBnrLbxOjeMRgcJbv+UiZr8Ylz8RkJ4m6i/VN/Nk+to= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2 h1:FY6tsBcbhbJpKDOssU4bfybstqY0hQHwiZmVq9qyILQ= github.com/ThreeDotsLabs/watermill-redisstream v1.4.2/go.mod h1:69++855LyB+ckYDe60PiJLBcUrpckfDE2WwyzuVJRCk= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602 h1:CKdW3wb3+C36mMa44DF53KUyM5L6mGOjI3hikBOlAl4= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024101952-75257d7d0602/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93 h1:KeRk2EG5AtdxfpjqIVPigZqscMvIcy0E2h8k7y38OAE= -github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-20241024102321-584a6f7dab93/go.mod h1:GMWcpauehgI40EeoKPxLnXBWjT7oOm7dJfzk5uU4IOc= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1 h1:uYfnh1EoqXrzHu+bX/TboRyv4ou+EFcmkC1MABeQ0lI= github.com/ThreeDotsLabs/watermill-sql/v4 v4.0.0-rc.1/go.mod h1:ttA/lhzSh0YyDkosq1Cgc7IYz6Arrba0jIWfdnON0WA= github.com/brianvoe/gofakeit/v6 v6.28.0 h1:Xib46XXuQfmlLS2EXRuJpqcw8St6qSZz75OUo0tgAW4= diff --git a/_examples/real-world-examples/delayed-requeue/main.go b/_examples/real-world-examples/delayed-requeue/main.go index edd62b588..24d875ba5 100644 --- a/_examples/real-world-examples/delayed-requeue/main.go +++ b/_examples/real-world-examples/delayed-requeue/main.go @@ -7,6 +7,8 @@ import ( "math/rand" "time" + "github.com/ThreeDotsLabs/watermill/message/router/middleware" + "github.com/brianvoe/gofakeit/v6" _ "github.com/lib/pq" "github.com/redis/go-redis/v9" @@ -15,8 +17,6 @@ import ( "github.com/ThreeDotsLabs/watermill-redisstream/pkg/redisstream" "github.com/ThreeDotsLabs/watermill-sql/v4/pkg/sql" "github.com/ThreeDotsLabs/watermill/components/cqrs" - "github.com/ThreeDotsLabs/watermill/components/delay" - "github.com/ThreeDotsLabs/watermill/components/requeuer" "github.com/ThreeDotsLabs/watermill/message" ) @@ -40,7 +40,12 @@ func main() { delayedRequeuer, err := sql.NewPostgreSQLDelayedRequeuer(sql.DelayedRequeuerConfig{ DB: db, Publisher: redisPublisher, - Logger: logger, + DelayOnError: &middleware.DelayOnError{ + InitialInterval: 10 * time.Second, + MaxInterval: 3 * time.Minute, + Multiplier: 2, + }, + Logger: logger, }) if err != nil { panic(err) @@ -85,23 +90,13 @@ func main() { cqrs.NewEventHandler( "OnOrderPlacedHandler", func(ctx context.Context, event *OrderPlaced) error { - fmt.Println("Received order placed:", event.OrderID) - - msg := cqrs.OriginalMessageFromCtx(ctx) - retries := msg.Metadata.Get(requeuer.RetriesKey) - delayedUntil := msg.Metadata.Get(delay.DelayedUntilKey) - delayedFor := msg.Metadata.Get(delay.DelayedForKey) - - if retries != "" { - fmt.Println("\tRetries:", retries) - fmt.Println("\tDelayed until:", delayedUntil) - fmt.Println("\tDelayed for:", delayedFor) - } - if event.OrderID == "" { + fmt.Println("ERROR: Received order placed without order_id") return fmt.Errorf("empty order_id") } + fmt.Println("Received order placed:", event.OrderID) + return nil }, ), @@ -126,12 +121,16 @@ func main() { <-router.Running() + i := 0 + for { e := newFakeOrderPlaced() - chance := rand.Intn(10) - if chance < 2 { + i++ + + if i == 10 { e.OrderID = "" + i = 0 } err = eventBus.Publish(context.Background(), e) @@ -139,7 +138,7 @@ func main() { panic(err) } - time.Sleep(1 * time.Second) + time.Sleep(2 * time.Second) } } diff --git a/docs/content/advanced/requeuing-after-error.md b/docs/content/advanced/requeuing-after-error.md index 9c87438a3..f137dae81 100644 --- a/docs/content/advanced/requeuing-after-error.md +++ b/docs/content/advanced/requeuing-after-error.md @@ -6,9 +6,13 @@ draft = false bref = "How to requeue a message after it fails to process" +++ -When a message fails to process (a nack is sent), it usually blocks other messages on the same topic. -If you don't care about the message order, you can requeue the failed message back to the tail of the queue, -and let other messages process. +When a message fails to process (a nack is sent), it usually blocks other messages on the same topic (within the same consumer group or partition). + +Depending on your setup, it may be useful to requeue the failed message back to the tail of the queue. + +Consider this if: +* You don't care about the order of messages. +* Your system isn't resilient to blocked messages. ## Requeuer From f564e8806cdbbede6cc7d39fbff0ee81c8f3eac8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mi=C5=82osz=20Sm=C3=B3=C5=82ka?= Date: Tue, 29 Oct 2024 15:40:01 +0100 Subject: [PATCH 7/7] timeout --- _examples/real-world-examples/delayed-requeue/main.go | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_examples/real-world-examples/delayed-requeue/main.go b/_examples/real-world-examples/delayed-requeue/main.go index 24d875ba5..7aa0a06fd 100644 --- a/_examples/real-world-examples/delayed-requeue/main.go +++ b/_examples/real-world-examples/delayed-requeue/main.go @@ -138,7 +138,7 @@ func main() { panic(err) } - time.Sleep(2 * time.Second) + time.Sleep(1 * time.Second) } }