diff --git a/404.html b/404.html index 991a8d1..ace5903 100644 --- a/404.html +++ b/404.html @@ -29,12 +29,12 @@ } Taskiq - - - + + + -
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+ diff --git a/assets/404.html-DP2Dv0Tf.js b/assets/404.html-axFoDoiK.js similarity index 93% rename from assets/404.html-DP2Dv0Tf.js rename to assets/404.html-axFoDoiK.js index 3ebf51a..56a26ba 100644 --- a/assets/404.html-DP2Dv0Tf.js +++ b/assets/404.html-axFoDoiK.js @@ -1 +1 @@ -import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as e,c as o,b as n}from"./app-B0fd3cYb.js";const a={},r=n("p",null,"404 Not Found",-1),p=[r];function c(s,i){return e(),o("div",null,p)}const d=t(a,[["render",c],["__file","404.html.vue"]]),_=JSON.parse('{"path":"/404.html","title":"","lang":"en-US","frontmatter":{"layout":"NotFound","description":"404 Not Found","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/404.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:description","content":"404 Not Found"}],["meta",{"property":"og:type","content":"website"}],["meta",{"property":"og:locale","content":"en-US"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"WebPage\\",\\"name\\":\\"\\",\\"description\\":\\"404 Not Found\\"}"]]},"headers":[],"git":{},"filePathRelative":null,"autoDesc":true,"excerpt":"

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404 Not Found

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Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.

On the sequence diagram it looks like this:

Cool tip!

If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.

',4),h=n("p",null,"Let's discuss every component.",-1),y=n("h2",{id:"broker",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#broker"},[n("span",null,"Broker")])],-1),g=n("strong",null,"must",-1),w=n("code",null,"AsyncBroker",-1),f={href:"https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/broker.py",target:"_blank",rel:"noopener noreferrer"},_=c(`

AsyncBroker class has two main methods to implement:

  • kick
  • listen

The kick method puts the message in the external system. For example, it may call the PUB command in Redis.

The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.

Kicker

Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.

When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.

import asyncio
+import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as k,c as m,e as o,b as n,d as s,w as e,a as c}from"./app-jADuhdjP.js";const v={},b=c('
Architecture overview
Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.
On the sequence diagram it looks like this:
Cool tip!
If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.
',4),h=n("p",null,"Let's discuss every component.",-1),y=n("h2",{id:"broker",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#broker"},[n("span",null,"Broker")])],-1),g=n("strong",null,"must",-1),w=n("code",null,"AsyncBroker",-1),f={href:"https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/broker.py",target:"_blank",rel:"noopener noreferrer"},_=c(`
AsyncBroker class has two main methods to implement:
  • kick
  • listen
The kick method puts the message in the external system. For example, it may call the PUB command in Redis.
The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.
Kicker
Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.
When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.
import asyncio
 
 from taskiq.brokers.inmemory_broker import InMemoryBroker
 
@@ -98,4 +98,4 @@ broker `),n("span",{class:"token operator"},"="),s(" ZeroMQBroker"),n("span",{cl
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diff --git a/assets/broker.html-BZc4y0dT.js b/assets/broker.html-aMKOhesS.js
similarity index 97%
rename from assets/broker.html-BZc4y0dT.js
rename to assets/broker.html-aMKOhesS.js
index 936318d..c2577f6 100644
--- a/assets/broker.html-BZc4y0dT.js
+++ b/assets/broker.html-aMKOhesS.js
@@ -1,4 +1,4 @@
-import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,a as e}from"./app-B0fd3cYb.js";const t={},o=e(`
Brokers
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.
Here is a template for new brokers:
from typing import AsyncGenerator, Union
+import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,a as e}from"./app-jADuhdjP.js";const t={},o=e(`
Brokers
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.
Here is a template for new brokers:
from typing import AsyncGenerator, Union
 
 from taskiq import AckableMessage, AsyncBroker, BrokerMessage
 
@@ -41,4 +41,4 @@ import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,
          # Can be set to None if broker doesn't support it.
          reject=message.reject
       )
-
Conventions
For brokers, we have several conventions. It's good if your broker implements them. These rules are optional, and it's ok if your broker doesn't implement them.
  1. If the message has the delay label with int or float number, this task's execution must be delayed with the same number of seconds as in the delay label.
  2. If the message has the priority label, this message must be sent with priority. Tasks with higher priorities are executed sooner.
`,14),p=[o];function c(l,i){return s(),a("div",null,p)}const u=n(t,[["render",c],["__file","broker.html.vue"]]),d=JSON.parse('{"path":"/extending-taskiq/broker.html","title":"Brokers","lang":"en-US","frontmatter":{"order":1,"description":"Brokers To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Su...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/broker.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Brokers"}],["meta",{"property":"og:description","content":"Brokers To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Su..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Brokers\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Acknowledgement","slug":"acknowledgement","link":"#acknowledgement","children":[]},{"level":2,"title":"Conventions","slug":"conventions","link":"#conventions","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/broker.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class.\\nBut along with them we have helper methods. Such as shutdown and startup.
\\n
Here is a template for new brokers:
\\n
from typing import AsyncGenerator, Union\\n\\nfrom taskiq import AckableMessage, AsyncBroker, BrokerMessage\\n\\n\\nclass MyBroker(AsyncBroker):\\n    def __init__(self) -> None:\\n        # Please call this super method to set default values to\\n        # many different fields.\\n        super().__init__()\\n\\n    async def startup(self) -> None:\\n        # Here you can do some startup magic.\\n        # Like opening a connection.\\n        return await super().startup()\\n\\n    async def shutdown(self) -> None:\\n        # Here you can perform shutdown operations.\\n        # Like closing connections.\\n        return await super().shutdown()\\n\\n    async def kick(self, message: BrokerMessage) -> None:\\n        # Send a message.message.\\n        pass\\n\\n    async def listen(self) -> AsyncGenerator[Union[bytes, AckableMessage], None]:\\n        while True:\\n            # Get new message.\\n            new_message: bytes = ...  # type: ignore\\n            # Yield it!\\n            yield new_message\\n
"}');export{u as comp,d as data};
+
Conventions
For brokers, we have several conventions. It's good if your broker implements them. These rules are optional, and it's ok if your broker doesn't implement them.
  1. If the message has the delay label with int or float number, this task's execution must be delayed with the same number of seconds as in the delay label.
  2. If the message has the priority label, this message must be sent with priority. Tasks with higher priorities are executed sooner.
`,14),p=[o];function c(l,i){return s(),a("div",null,p)}const u=n(t,[["render",c],["__file","broker.html.vue"]]),d=JSON.parse('{"path":"/extending-taskiq/broker.html","title":"Brokers","lang":"en-US","frontmatter":{"order":1,"description":"Brokers To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Su...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/broker.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Brokers"}],["meta",{"property":"og:description","content":"Brokers To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Su..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Brokers\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Acknowledgement","slug":"acknowledgement","link":"#acknowledgement","children":[]},{"level":2,"title":"Conventions","slug":"conventions","link":"#conventions","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/broker.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class.\\nBut along with them we have helper methods. Such as shutdown and startup.
\\n
Here is a template for new brokers:
\\n
from typing import AsyncGenerator, Union\\n\\nfrom taskiq import AckableMessage, AsyncBroker, BrokerMessage\\n\\n\\nclass MyBroker(AsyncBroker):\\n    def __init__(self) -> None:\\n        # Please call this super method to set default values to\\n        # many different fields.\\n        super().__init__()\\n\\n    async def startup(self) -> None:\\n        # Here you can do some startup magic.\\n        # Like opening a connection.\\n        return await super().startup()\\n\\n    async def shutdown(self) -> None:\\n        # Here you can perform shutdown operations.\\n        # Like closing connections.\\n        return await super().shutdown()\\n\\n    async def kick(self, message: BrokerMessage) -> None:\\n        # Send a message.message.\\n        pass\\n\\n    async def listen(self) -> AsyncGenerator[Union[bytes, AckableMessage], None]:\\n        while True:\\n            # Get new message.\\n            new_message: bytes = ...  # type: ignore\\n            # Yield it!\\n            yield new_message\\n
"}');export{u as comp,d as data};
diff --git a/assets/brokers.html-DZC2i-gd.js b/assets/brokers.html-D6pSjM9w.js
similarity index 96%
rename from assets/brokers.html-DZC2i-gd.js
rename to assets/brokers.html-D6pSjM9w.js
index d43db7f..3be8e37 100644
--- a/assets/brokers.html-DZC2i-gd.js
+++ b/assets/brokers.html-D6pSjM9w.js
@@ -1,4 +1,4 @@
-import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as p,c as u,b as e,d as s,e as r,w as a,a as i}from"./app-B0fd3cYb.js";const k={},h=i('
Available brokers
In this section we'll list officially supported brokers.
InMemoryBroker
This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.
ZeroMQBroker
',5),b={href:"https://zeromq.org/",target:"_blank",rel:"noopener noreferrer"},m=e("p",null,[s("It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed "),e("code",null,"N"),s(" times, where "),e("code",null,"N"),s(" is the total number of worker processes.")],-1),v=e("div",{class:"hint-container caution"},[e("p",{class:"hint-container-title"},"Be careful!"),e("p",null,[s("If you choose this type of broker, please run taskiq with "),e("code",null,"-w 1"),s(" parameter, otherwise you may encounter undefined behavior.")])],-1),f={href:"https://pypi.org/project/pyzmq/",target:"_blank",rel:"noopener noreferrer"},y=e("code",null,"zmq",-1),_=e("div",{class:"language-bash line-numbers-mode","data-ext":"sh","data-title":"sh"},[e("pre",{class:"language-bash"},[e("code",null,[s("pip "),e("span",{class:"token function"},"install"),s(` pyzmq
+import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as p,c as u,b as e,d as s,e as r,w as a,a as i}from"./app-jADuhdjP.js";const k={},h=i('
Available brokers
In this section we'll list officially supported brokers.
InMemoryBroker
This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.
ZeroMQBroker
',5),b={href:"https://zeromq.org/",target:"_blank",rel:"noopener noreferrer"},m=e("p",null,[s("It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed "),e("code",null,"N"),s(" times, where "),e("code",null,"N"),s(" is the total number of worker processes.")],-1),v=e("div",{class:"hint-container caution"},[e("p",{class:"hint-container-title"},"Be careful!"),e("p",null,[s("If you choose this type of broker, please run taskiq with "),e("code",null,"-w 1"),s(" parameter, otherwise you may encounter undefined behavior.")])],-1),f={href:"https://pypi.org/project/pyzmq/",target:"_blank",rel:"noopener noreferrer"},y=e("code",null,"zmq",-1),_=e("div",{class:"language-bash line-numbers-mode","data-ext":"sh","data-title":"sh"},[e("pre",{class:"language-bash"},[e("code",null,[s("pip "),e("span",{class:"token function"},"install"),s(` pyzmq
 `)])]),e("div",{class:"line-numbers","aria-hidden":"true"},[e("div",{class:"line-number"})])],-1),g=e("div",{class:"language-bash line-numbers-mode","data-ext":"sh","data-title":"sh"},[e("pre",{class:"language-bash"},[e("code",null,[s("pip "),e("span",{class:"token function"},"install"),s(),e("span",{class:"token string"},'"taskiq[zmq]"'),s(`
 `)])]),e("div",{class:"line-numbers","aria-hidden":"true"},[e("div",{class:"line-number"})])],-1),q=i(`
Async shared broker and shared tasks
This is also a special broker. You cannot use it directly. It's used to create shared tasks. These tasks can be imported along with user defined tasks. To define a shared task please use this broker.
from taskiq.brokers.shared_broker import async_shared_broker
 
@@ -12,4 +12,4 @@ async_shared_broker`),e("span",{class:"token punctuation"},"."),s("default_broke
 `)])]),e("div",{class:"line-numbers","aria-hidden":"true"},[e("div",{class:"line-number"})])],-1),A=e("h2",{id:"custom-brokers",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#custom-brokers"},[e("span",null,"Custom brokers")])],-1),T=e("p",null,"These brokers are not parts of the core taskiq lib. You can install them as a separate packages.",-1),I=e("p",null,"You can read more about parameters and abilities of these brokers in README.md of each repo.",-1),M=e("h3",{id:"aiopikabroker-for-rabbitmq",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#aiopikabroker-for-rabbitmq"},[e("span",null,"AioPikaBroker (for RabbitMQ)")])],-1),B={href:"https://github.com/taskiq-python/taskiq-aio-pika",target:"_blank",rel:"noopener noreferrer"},z=i(`
pip install taskiq-aio-pika
 
Redis broker
`,2),Z={href:"https://github.com/taskiq-python/taskiq-redis",target:"_blank",rel:"noopener noreferrer"},N=i(`
pip install taskiq-redis
 
NATS broker
`,2),Q={href:"https://github.com/taskiq-python/taskiq-nats",target:"_blank",rel:"noopener noreferrer"},P=i(`
pip install taskiq-nats
-
`,1);function R(E,j){const o=c("ExternalLinkIcon"),l=c("Tabs");return p(),u("div",null,[h,e("p",null,[s("This broker uses "),e("a",b,[s("ZMQ"),r(o)]),s(" to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.")]),m,v,e("p",null,[s("To run this broker please install the "),e("a",f,[s("pyzmq"),r(o)]),s(" lib. Or you can taskiq with "),y,s(" extra.")]),r(l,{id:"29",data:[{id:"Only PyZMQ"},{id:"Taskiq with ZMQ"}]},{title0:a(({value:t,isActive:n})=>[s("Only PyZMQ")]),title1:a(({value:t,isActive:n})=>[s("Taskiq with ZMQ")]),tab0:a(({value:t,isActive:n})=>[_]),tab1:a(({value:t,isActive:n})=>[g]),_:1}),q,r(l,{id:"59",data:[{id:"Defining default broker"},{id:"using kicker"}]},{title0:a(({value:t,isActive:n})=>[s("Defining default broker")]),title1:a(({value:t,isActive:n})=>[s("using kicker")]),tab0:a(({value:t,isActive:n})=>[x]),tab1:a(({value:t,isActive:n})=>[w]),_:1}),A,T,I,M,e("p",null,[s("Project link: "),e("a",B,[s("taskiq-aio-pika"),r(o)]),s(".")]),z,e("p",null,[s("Project link: "),e("a",Z,[s("taskiq-redis"),r(o)]),s(".")]),N,e("p",null,[s("Project link: "),e("a",Q,[s("taskiq-nats"),r(o)]),s(".")]),P])}const O=d(k,[["render",R],["__file","brokers.html.vue"]]),C=JSON.parse(`{"path":"/available-components/brokers.html","title":"Available brokers","lang":"en-US","frontmatter":{"order":2,"description":"Available brokers In this section we'll list officially supported brokers. InMemoryBroker This is a special broker for local development. It uses the same functions to execute t...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/brokers.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available brokers"}],["meta",{"property":"og:description","content":"Available brokers In this section we'll list officially supported brokers. InMemoryBroker This is a special broker for local development. It uses the same functions to execute t..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available brokers\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"InMemoryBroker","slug":"inmemorybroker","link":"#inmemorybroker","children":[]},{"level":2,"title":"ZeroMQBroker","slug":"zeromqbroker","link":"#zeromqbroker","children":[]},{"level":2,"title":"Async shared broker and shared tasks","slug":"async-shared-broker-and-shared-tasks","link":"#async-shared-broker-and-shared-tasks","children":[]},{"level":2,"title":"Custom brokers","slug":"custom-brokers","link":"#custom-brokers","children":[{"level":3,"title":"AioPikaBroker (for RabbitMQ)","slug":"aiopikabroker-for-rabbitmq","link":"#aiopikabroker-for-rabbitmq","children":[]},{"level":3,"title":"Redis broker","slug":"redis-broker","link":"#redis-broker","children":[]},{"level":3,"title":"NATS broker","slug":"nats-broker","link":"#nats-broker","children":[]}]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/brokers.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
In this section we'll list officially supported brokers.
\\n
InMemoryBroker
\\n
This is a special broker for local development. It uses the same functions to execute tasks,\\nbut all tasks are executed locally in the current thread.\\nBy default it uses InMemoryResultBackend but this can be overridden.
"}`);export{O as comp,C as data};
+
`,1);function R(E,j){const o=c("ExternalLinkIcon"),l=c("Tabs");return p(),u("div",null,[h,e("p",null,[s("This broker uses "),e("a",b,[s("ZMQ"),r(o)]),s(" to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.")]),m,v,e("p",null,[s("To run this broker please install the "),e("a",f,[s("pyzmq"),r(o)]),s(" lib. Or you can taskiq with "),y,s(" extra.")]),r(l,{id:"29",data:[{id:"Only PyZMQ"},{id:"Taskiq with ZMQ"}]},{title0:a(({value:t,isActive:n})=>[s("Only PyZMQ")]),title1:a(({value:t,isActive:n})=>[s("Taskiq with ZMQ")]),tab0:a(({value:t,isActive:n})=>[_]),tab1:a(({value:t,isActive:n})=>[g]),_:1}),q,r(l,{id:"59",data:[{id:"Defining default broker"},{id:"using kicker"}]},{title0:a(({value:t,isActive:n})=>[s("Defining default broker")]),title1:a(({value:t,isActive:n})=>[s("using kicker")]),tab0:a(({value:t,isActive:n})=>[x]),tab1:a(({value:t,isActive:n})=>[w]),_:1}),A,T,I,M,e("p",null,[s("Project link: "),e("a",B,[s("taskiq-aio-pika"),r(o)]),s(".")]),z,e("p",null,[s("Project link: "),e("a",Z,[s("taskiq-redis"),r(o)]),s(".")]),N,e("p",null,[s("Project link: "),e("a",Q,[s("taskiq-nats"),r(o)]),s(".")]),P])}const O=d(k,[["render",R],["__file","brokers.html.vue"]]),C=JSON.parse(`{"path":"/available-components/brokers.html","title":"Available brokers","lang":"en-US","frontmatter":{"order":2,"description":"Available brokers In this section we'll list officially supported brokers. InMemoryBroker This is a special broker for local development. It uses the same functions to execute t...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/brokers.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available brokers"}],["meta",{"property":"og:description","content":"Available brokers In this section we'll list officially supported brokers. InMemoryBroker This is a special broker for local development. It uses the same functions to execute t..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available brokers\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"InMemoryBroker","slug":"inmemorybroker","link":"#inmemorybroker","children":[]},{"level":2,"title":"ZeroMQBroker","slug":"zeromqbroker","link":"#zeromqbroker","children":[]},{"level":2,"title":"Async shared broker and shared tasks","slug":"async-shared-broker-and-shared-tasks","link":"#async-shared-broker-and-shared-tasks","children":[]},{"level":2,"title":"Custom brokers","slug":"custom-brokers","link":"#custom-brokers","children":[{"level":3,"title":"AioPikaBroker (for RabbitMQ)","slug":"aiopikabroker-for-rabbitmq","link":"#aiopikabroker-for-rabbitmq","children":[]},{"level":3,"title":"Redis broker","slug":"redis-broker","link":"#redis-broker","children":[]},{"level":3,"title":"NATS broker","slug":"nats-broker","link":"#nats-broker","children":[]}]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/brokers.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
In this section we'll list officially supported brokers.
\\n
InMemoryBroker
\\n
This is a special broker for local development. It uses the same functions to execute tasks,\\nbut all tasks are executed locally in the current thread.\\nBy default it uses InMemoryResultBackend but this can be overridden.
"}`);export{O as comp,C as data};
diff --git a/assets/c4Diagram-b2a90758-DKKdvQ2k.js b/assets/c4Diagram-b2a90758-CahBlEC7.js
similarity index 99%
rename from assets/c4Diagram-b2a90758-DKKdvQ2k.js
rename to assets/c4Diagram-b2a90758-CahBlEC7.js
index 734eae6..9fba482 100644
--- a/assets/c4Diagram-b2a90758-DKKdvQ2k.js
+++ b/assets/c4Diagram-b2a90758-CahBlEC7.js
@@ -1,4 +1,4 @@
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 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(_){this.unput(this.match.slice(_))},pastInput:function(){var _=this.matched.substr(0,this.matched.length-this.match.length);return(_.length>20?"...":"")+_.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var _=this.match;return _.length<20&&(_+=this._input.substr(0,20-_.length)),(_.substr(0,20)+(_.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var _=this.pastInput(),x=new Array(_.length+1).join("-");return _+this.upcomingInput()+`
diff --git a/assets/channel-CAAfQTsA.js b/assets/channel-CAAfQTsA.js
deleted file mode 100644
index b38119e..0000000
--- a/assets/channel-CAAfQTsA.js
+++ /dev/null
@@ -1 +0,0 @@
-import{am as n,an as o}from"./mermaid.core-DtSoU78u.js";const t=(a,r)=>n.lang.round(o.parse(a)[r]);export{t as c};
diff --git a/assets/channel-DIrwI8QF.js b/assets/channel-DIrwI8QF.js
new file mode 100644
index 0000000..6d2748e
--- /dev/null
+++ b/assets/channel-DIrwI8QF.js
@@ -0,0 +1 @@
+import{am as n,an as o}from"./mermaid.core-C-ipfzeP.js";const t=(a,r)=>n.lang.round(o.parse(a)[r]);export{t as c};
diff --git a/assets/classDiagram-30eddba6-C4eJJRdf.js b/assets/classDiagram-30eddba6-KuGcj35X.js
similarity index 97%
rename from assets/classDiagram-30eddba6-C4eJJRdf.js
rename to assets/classDiagram-30eddba6-KuGcj35X.js
index 8cf64d3..b0f3b87 100644
--- a/assets/classDiagram-30eddba6-C4eJJRdf.js
+++ b/assets/classDiagram-30eddba6-KuGcj35X.js
@@ -1,2 +1,2 @@
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+import{p as A,d as S,s as G}from"./styles-991ebdfc-BNUFY_Cz.js";import{c as v,l as y,h as B,i as W,ap as $,z as M,as as I}from"./mermaid.core-C-ipfzeP.js";import{G as O}from"./graph-BqpiDEwF.js";import{l as P}from"./layout-B2i1mAr6.js";import{l as X}from"./line-BVHj5-SV.js";import"./app-jADuhdjP.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";let H=0;const Y=function(i,a,t,o,p){const g=function(e){switch(e){case p.db.relationType.AGGREGATION:return"aggregation";case p.db.relationType.EXTENSION:return"extension";case p.db.relationType.COMPOSITION:return"composition";case p.db.relationType.DEPENDENCY:return"dependency";case p.db.relationType.LOLLIPOP:return"lollipop"}};a.points=a.points.filter(e=>!Number.isNaN(e.y));const s=a.points,c=X().x(function(e){return e.x}).y(function(e){return e.y}).curve($),n=i.append("path").attr("d",c(s)).attr("id","edge"+H).attr("class","relation");let r="";o.arrowMarkerAbsolute&&(r=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,r=r.replace(/\(/g,"\\("),r=r.replace(/\)/g,"\\)")),t.relation.lineType==1&&n.attr("class","relation dashed-line"),t.relation.lineType==10&&n.attr("class","relation dotted-line"),t.relation.type1!=="none"&&n.attr("marker-start","url("+r+"#"+g(t.relation.type1)+"Start)"),t.relation.type2!=="none"&&n.attr("marker-end","url("+r+"#"+g(t.relation.type2)+"End)");let f,h;const x=a.points.length;let b=M.calcLabelPosition(a.points);f=b.x,h=b.y;let u,m,w,k;if(x%2!==0&&x>1){let e=M.calcCardinalityPosition(t.relation.type1!=="none",a.points,a.points[0]),d=M.calcCardinalityPosition(t.relation.type2!=="none",a.points,a.points[x-1]);y.debug("cardinality_1_point "+JSON.stringify(e)),y.debug("cardinality_2_point "+JSON.stringify(d)),u=e.x,m=e.y,w=d.x,k=d.y}if(t.title!==void 0){const e=i.append("g").attr("class","classLabel"),d=e.append("text").attr("class","label").attr("x",f).attr("y",h).attr("fill","red").attr("text-anchor","middle").text(t.title);window.label=d;const l=d.node().getBBox();e.insert("rect",":first-child").attr("class","box").attr("x",l.x-o.padding/2).attr("y",l.y-o.padding/2).attr("width",l.width+o.padding).attr("height",l.height+o.padding)}y.info("Rendering relation "+JSON.stringify(t)),t.relationTitle1!==void 0&&t.relationTitle1!=="none"&&i.append("g").attr("class","cardinality").append("text").attr("class","type1").attr("x",u).attr("y",m).attr("fill","black").attr("font-size","6").text(t.relationTitle1),t.relationTitle2!==void 0&&t.relationTitle2!=="none"&&i.append("g").attr("class","cardinality").append("text").attr("class","type2").attr("x",w).attr("y",k).attr("fill","black").attr("font-size","6").text(t.relationTitle2),H++},J=function(i,a,t,o){y.debug("Rendering class ",a,t);const p=a.id,g={id:p,label:a.id,width:0,height:0},s=i.append("g").attr("id",o.db.lookUpDomId(p)).attr("class","classGroup");let c;a.link?c=s.append("svg:a").attr("xlink:href",a.link).attr("target",a.linkTarget).append("text").attr("y",t.textHeight+t.padding).attr("x",0):c=s.append("text").attr("y",t.textHeight+t.padding).attr("x",0);let n=!0;a.annotations.forEach(function(d){const l=c.append("tspan").text("«"+d+"»");n||l.attr("dy",t.textHeight),n=!1});let r=C(a);const f=c.append("tspan").text(r).attr("class","title");n||f.attr("dy",t.textHeight);const h=c.node().getBBox().height;let x,b,u;if(a.members.length>0){x=s.append("line").attr("x1",0).attr("y1",t.padding+h+t.dividerMargin/2).attr("y2",t.padding+h+t.dividerMargin/2);const d=s.append("text").attr("x",t.padding).attr("y",h+t.dividerMargin+t.textHeight).attr("fill","white").attr("class","classText");n=!0,a.members.forEach(function(l){_(d,l,n,t),n=!1}),b=d.node().getBBox()}if(a.methods.length>0){u=s.append("line").attr("x1",0).attr("y1",t.padding+h+t.dividerMargin+b.height).attr("y2",t.padding+h+t.dividerMargin+b.height);const d=s.append("text").attr("x",t.padding).attr("y",h+2*t.dividerMargin+b.height+t.textHeight).attr("fill","white").attr("class","classText");n=!0,a.methods.forEach(function(l){_(d,l,n,t),n=!1})}const m=s.node().getBBox();var w=" ";a.cssClasses.length>0&&(w=w+a.cssClasses.join(" "));const e=s.insert("rect",":first-child").attr("x",0).attr("y",0).attr("width",m.width+2*t.padding).attr("height",m.height+t.padding+.5*t.dividerMargin).attr("class",w).node().getBBox().width;return c.node().childNodes.forEach(function(d){d.setAttribute("x",(e-d.getBBox().width)/2)}),a.tooltip&&c.insert("title").text(a.tooltip),x&&x.attr("x2",e),u&&u.attr("x2",e),g.width=e,g.height=m.height+t.padding+.5*t.dividerMargin,g},C=function(i){let a=i.id;return i.type&&(a+="<"+I(i.type)+">"),a},Z=function(i,a,t,o){y.debug("Rendering note ",a,t);const p=a.id,g={id:p,text:a.text,width:0,height:0},s=i.append("g").attr("id",p).attr("class","classGroup");let c=s.append("text").attr("y",t.textHeight+t.padding).attr("x",0);const n=JSON.parse(`"${a.text}"`).split(`
 `);n.forEach(function(x){y.debug(`Adding line: ${x}`),c.append("tspan").text(x).attr("class","title").attr("dy",t.textHeight)});const r=s.node().getBBox(),h=s.insert("rect",":first-child").attr("x",0).attr("y",0).attr("width",r.width+2*t.padding).attr("height",r.height+n.length*t.textHeight+t.padding+.5*t.dividerMargin).node().getBBox().width;return c.node().childNodes.forEach(function(x){x.setAttribute("x",(h-x.getBBox().width)/2)}),g.width=h,g.height=r.height+n.length*t.textHeight+t.padding+.5*t.dividerMargin,g},_=function(i,a,t,o){const{displayText:p,cssStyle:g}=a.getDisplayDetails(),s=i.append("tspan").attr("x",o.padding).text(p);g!==""&&s.attr("style",a.cssStyle),t||s.attr("dy",o.textHeight)},N={getClassTitleString:C,drawClass:J,drawEdge:Y,drawNote:Z};let T={};const E=20,L=function(i){const a=Object.entries(T).find(t=>t[1].label===i);if(a)return a[0]},R=function(i){i.append("defs").append("marker").attr("id","extensionStart").attr("class","extension").attr("refX",0).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 1,7 L18,13 V 1 Z"),i.append("defs").append("marker").attr("id","extensionEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 1,1 V 13 L18,7 Z"),i.append("defs").append("marker").attr("id","compositionStart").attr("class","extension").attr("refX",0).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id","compositionEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id","aggregationStart").attr("class","extension").attr("refX",0).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id","aggregationEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id","dependencyStart").attr("class","extension").attr("refX",0).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 5,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id","dependencyEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L14,7 L9,1 Z")},z=function(i,a,t,o){const p=v().class;T={},y.info("Rendering diagram "+i);const g=v().securityLevel;let s;g==="sandbox"&&(s=B("#i"+a));const c=g==="sandbox"?B(s.nodes()[0].contentDocument.body):B("body"),n=c.select(`[id='${a}']`);R(n);const r=new O({multigraph:!0});r.setGraph({isMultiGraph:!0}),r.setDefaultEdgeLabel(function(){return{}});const f=o.db.getClasses(),h=Object.keys(f);for(const e of h){const d=f[e],l=N.drawClass(n,d,p,o);T[l.id]=l,r.setNode(l.id,l),y.info("Org height: "+l.height)}o.db.getRelations().forEach(function(e){y.info("tjoho"+L(e.id1)+L(e.id2)+JSON.stringify(e)),r.setEdge(L(e.id1),L(e.id2),{relation:e},e.title||"DEFAULT")}),o.db.getNotes().forEach(function(e){y.debug(`Adding note: ${JSON.stringify(e)}`);const d=N.drawNote(n,e,p,o);T[d.id]=d,r.setNode(d.id,d),e.class&&e.class in f&&r.setEdge(e.id,L(e.class),{relation:{id1:e.id,id2:e.class,relation:{type1:"none",type2:"none",lineType:10}}},"DEFAULT")}),P(r),r.nodes().forEach(function(e){e!==void 0&&r.node(e)!==void 0&&(y.debug("Node "+e+": "+JSON.stringify(r.node(e))),c.select("#"+(o.db.lookUpDomId(e)||e)).attr("transform","translate("+(r.node(e).x-r.node(e).width/2)+","+(r.node(e).y-r.node(e).height/2)+" )"))}),r.edges().forEach(function(e){e!==void 0&&r.edge(e)!==void 0&&(y.debug("Edge "+e.v+" -> "+e.w+": "+JSON.stringify(r.edge(e))),N.drawEdge(n,r.edge(e),r.edge(e).relation,p,o))});const u=n.node().getBBox(),m=u.width+E*2,w=u.height+E*2;W(n,w,m,p.useMaxWidth);const k=`${u.x-E} ${u.y-E} ${m} ${w}`;y.debug(`viewBox ${k}`),n.attr("viewBox",k)},F={draw:z},et={parser:A,db:S,renderer:F,styles:G,init:i=>{i.class||(i.class={}),i.class.arrowMarkerAbsolute=i.arrowMarkerAbsolute,S.clear()}};export{et as diagram};
diff --git a/assets/classDiagram-v2-f2df5561-CsbP5K0m.js b/assets/classDiagram-v2-f2df5561-IDS9n2HR.js
similarity index 92%
rename from assets/classDiagram-v2-f2df5561-CsbP5K0m.js
rename to assets/classDiagram-v2-f2df5561-IDS9n2HR.js
index 35a915f..ac8fe8d 100644
--- a/assets/classDiagram-v2-f2df5561-CsbP5K0m.js
+++ b/assets/classDiagram-v2-f2df5561-IDS9n2HR.js
@@ -1,2 +1,2 @@
-import{p as M,d as _,s as R}from"./styles-991ebdfc-DtQmJnxz.js";import{l as d,c,h as w,z as B,u as G,p as D,t as E,o as C,j as A}from"./mermaid.core-DtSoU78u.js";import{G as z}from"./graph-GEpVUbdH.js";import{r as P}from"./index-fc10efb0-D8efEc6S.js";import"./layout-DNn7Y9VF.js";import"./app-B0fd3cYb.js";import"./clone-DZIUJmqR.js";import"./edges-d32062c0--RfIKLIO.js";import"./createText-6b48ae7d-BQ6Vxn2Q.js";import"./line-BM-2XH-S.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const S=s=>A.sanitizeText(s,c());let k={dividerMargin:10,padding:5,textHeight:10,curve:void 0};const q=function(s,t,y,a){const e=Object.keys(s);d.info("keys:",e),d.info(s),e.forEach(function(i){var o,r;const l=s[i],p={shape:"rect",id:l.id,domId:l.domId,labelText:S(l.id),labelStyle:"",style:"fill: none; stroke: black",padding:((o=c().flowchart)==null?void 0:o.padding)??((r=c().class)==null?void 0:r.padding)};t.setNode(l.id,p),$(l.classes,t,y,a,l.id),d.info("setNode",p)})},$=function(s,t,y,a,e){const i=Object.keys(s);d.info("keys:",i),d.info(s),i.filter(o=>s[o].parent==e).forEach(function(o){var r,l;const n=s[o],p=n.cssClasses.join(" "),f=D(n.styles),h=n.label??n.id,u=0,b={labelStyle:f.labelStyle,shape:"class_box",labelText:S(h),classData:n,rx:u,ry:u,class:p,style:f.style,id:n.id,domId:n.domId,tooltip:a.db.getTooltip(n.id,e)||"",haveCallback:n.haveCallback,link:n.link,width:n.type==="group"?500:void 0,type:n.type,padding:((r=c().flowchart)==null?void 0:r.padding)??((l=c().class)==null?void 0:l.padding)};t.setNode(n.id,b),e&&t.setParent(n.id,e),d.info("setNode",b)})},F=function(s,t,y,a){d.info(s),s.forEach(function(e,i){var o,r;const l=e,n="",p={labelStyle:"",style:""},f=l.text,h=0,m={labelStyle:p.labelStyle,shape:"note",labelText:S(f),noteData:l,rx:h,ry:h,class:n,style:p.style,id:l.id,domId:l.id,tooltip:"",type:"note",padding:((o=c().flowchart)==null?void 0:o.padding)??((r=c().class)==null?void 0:r.padding)};if(t.setNode(l.id,m),d.info("setNode",m),!l.class||!(l.class in a))return;const b=y+i,x={id:`edgeNote${b}`,classes:"relation",pattern:"dotted",arrowhead:"none",startLabelRight:"",endLabelLeft:"",arrowTypeStart:"none",arrowTypeEnd:"none",style:"fill:none",labelStyle:"",curve:E(k.curve,C)};t.setEdge(l.id,l.class,x,b)})},H=function(s,t){const y=c().flowchart;let a=0;s.forEach(function(e){var i;a++;const o={classes:"relation",pattern:e.relation.lineType==1?"dashed":"solid",id:`id_${e.id1}_${e.id2}_${a}`,arrowhead:e.type==="arrow_open"?"none":"normal",startLabelRight:e.relationTitle1==="none"?"":e.relationTitle1,endLabelLeft:e.relationTitle2==="none"?"":e.relationTitle2,arrowTypeStart:N(e.relation.type1),arrowTypeEnd:N(e.relation.type2),style:"fill:none",labelStyle:"",curve:E(y==null?void 0:y.curve,C)};if(d.info(o,e),e.style!==void 0){const r=D(e.style);o.style=r.style,o.labelStyle=r.labelStyle}e.text=e.title,e.text===void 0?e.style!==void 0&&(o.arrowheadStyle="fill: #333"):(o.arrowheadStyle="fill: #333",o.labelpos="c",((i=c().flowchart)==null?void 0:i.htmlLabels)??c().htmlLabels?(o.labelType="html",o.label=''+e.text+""):(o.labelType="text",o.label=e.text.replace(A.lineBreakRegex,`
+import{p as M,d as _,s as R}from"./styles-991ebdfc-BNUFY_Cz.js";import{l as d,c,h as w,z as B,u as G,p as D,t as E,o as C,j as A}from"./mermaid.core-C-ipfzeP.js";import{G as z}from"./graph-BqpiDEwF.js";import{r as P}from"./index-fc10efb0-CM7qMuFy.js";import"./layout-B2i1mAr6.js";import"./app-jADuhdjP.js";import"./clone-DMS6tHY3.js";import"./edges-d32062c0-DS1UiBKj.js";import"./createText-6b48ae7d-CHYbp3CC.js";import"./line-BVHj5-SV.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const S=s=>A.sanitizeText(s,c());let k={dividerMargin:10,padding:5,textHeight:10,curve:void 0};const q=function(s,t,y,a){const e=Object.keys(s);d.info("keys:",e),d.info(s),e.forEach(function(i){var o,r;const l=s[i],p={shape:"rect",id:l.id,domId:l.domId,labelText:S(l.id),labelStyle:"",style:"fill: none; stroke: black",padding:((o=c().flowchart)==null?void 0:o.padding)??((r=c().class)==null?void 0:r.padding)};t.setNode(l.id,p),$(l.classes,t,y,a,l.id),d.info("setNode",p)})},$=function(s,t,y,a,e){const i=Object.keys(s);d.info("keys:",i),d.info(s),i.filter(o=>s[o].parent==e).forEach(function(o){var r,l;const n=s[o],p=n.cssClasses.join(" "),f=D(n.styles),h=n.label??n.id,u=0,b={labelStyle:f.labelStyle,shape:"class_box",labelText:S(h),classData:n,rx:u,ry:u,class:p,style:f.style,id:n.id,domId:n.domId,tooltip:a.db.getTooltip(n.id,e)||"",haveCallback:n.haveCallback,link:n.link,width:n.type==="group"?500:void 0,type:n.type,padding:((r=c().flowchart)==null?void 0:r.padding)??((l=c().class)==null?void 0:l.padding)};t.setNode(n.id,b),e&&t.setParent(n.id,e),d.info("setNode",b)})},F=function(s,t,y,a){d.info(s),s.forEach(function(e,i){var o,r;const l=e,n="",p={labelStyle:"",style:""},f=l.text,h=0,m={labelStyle:p.labelStyle,shape:"note",labelText:S(f),noteData:l,rx:h,ry:h,class:n,style:p.style,id:l.id,domId:l.id,tooltip:"",type:"note",padding:((o=c().flowchart)==null?void 0:o.padding)??((r=c().class)==null?void 0:r.padding)};if(t.setNode(l.id,m),d.info("setNode",m),!l.class||!(l.class in a))return;const b=y+i,x={id:`edgeNote${b}`,classes:"relation",pattern:"dotted",arrowhead:"none",startLabelRight:"",endLabelLeft:"",arrowTypeStart:"none",arrowTypeEnd:"none",style:"fill:none",labelStyle:"",curve:E(k.curve,C)};t.setEdge(l.id,l.class,x,b)})},H=function(s,t){const y=c().flowchart;let a=0;s.forEach(function(e){var i;a++;const o={classes:"relation",pattern:e.relation.lineType==1?"dashed":"solid",id:`id_${e.id1}_${e.id2}_${a}`,arrowhead:e.type==="arrow_open"?"none":"normal",startLabelRight:e.relationTitle1==="none"?"":e.relationTitle1,endLabelLeft:e.relationTitle2==="none"?"":e.relationTitle2,arrowTypeStart:N(e.relation.type1),arrowTypeEnd:N(e.relation.type2),style:"fill:none",labelStyle:"",curve:E(y==null?void 0:y.curve,C)};if(d.info(o,e),e.style!==void 0){const r=D(e.style);o.style=r.style,o.labelStyle=r.labelStyle}e.text=e.title,e.text===void 0?e.style!==void 0&&(o.arrowheadStyle="fill: #333"):(o.arrowheadStyle="fill: #333",o.labelpos="c",((i=c().flowchart)==null?void 0:i.htmlLabels)??c().htmlLabels?(o.labelType="html",o.label=''+e.text+""):(o.labelType="text",o.label=e.text.replace(A.lineBreakRegex,`
 `),e.style===void 0&&(o.style=o.style||"stroke: #333; stroke-width: 1.5px;fill:none"),o.labelStyle=o.labelStyle.replace("color:","fill:"))),t.setEdge(e.id1,e.id2,o,a)})},V=function(s){k={...k,...s}},W=async function(s,t,y,a){d.info("Drawing class - ",t);const e=c().flowchart??c().class,i=c().securityLevel;d.info("config:",e);const o=(e==null?void 0:e.nodeSpacing)??50,r=(e==null?void 0:e.rankSpacing)??50,l=new z({multigraph:!0,compound:!0}).setGraph({rankdir:a.db.getDirection(),nodesep:o,ranksep:r,marginx:8,marginy:8}).setDefaultEdgeLabel(function(){return{}}),n=a.db.getNamespaces(),p=a.db.getClasses(),f=a.db.getRelations(),h=a.db.getNotes();d.info(f),q(n,l,t,a),$(p,l,t,a),H(f,l),F(h,l,f.length+1,p);let u;i==="sandbox"&&(u=w("#i"+t));const m=i==="sandbox"?w(u.nodes()[0].contentDocument.body):w("body"),b=m.select(`[id="${t}"]`),x=m.select("#"+t+" g");if(await P(x,l,["aggregation","extension","composition","dependency","lollipop"],"classDiagram",t),B.insertTitle(b,"classTitleText",(e==null?void 0:e.titleTopMargin)??5,a.db.getDiagramTitle()),G(l,b,e==null?void 0:e.diagramPadding,e==null?void 0:e.useMaxWidth),!(e!=null&&e.htmlLabels)){const T=i==="sandbox"?u.nodes()[0].contentDocument:document,I=T.querySelectorAll('[id="'+t+'"] .edgeLabel .label');for(const g of I){const L=g.getBBox(),v=T.createElementNS("http://www.w3.org/2000/svg","rect");v.setAttribute("rx",0),v.setAttribute("ry",0),v.setAttribute("width",L.width),v.setAttribute("height",L.height),g.insertBefore(v,g.firstChild)}}};function N(s){let t;switch(s){case 0:t="aggregation";break;case 1:t="extension";break;case 2:t="composition";break;case 3:t="dependency";break;case 4:t="lollipop";break;default:t="none"}return t}const J={setConf:V,draw:W},se={parser:M,db:_,renderer:J,styles:R,init:s=>{s.class||(s.class={}),s.class.arrowMarkerAbsolute=s.arrowMarkerAbsolute,_.clear()}};export{se as diagram};
diff --git a/assets/cli.html-B0EXkqq8.js b/assets/cli.html-BvTxffE7.js
similarity index 96%
rename from assets/cli.html-B0EXkqq8.js
rename to assets/cli.html-BvTxffE7.js
index 791db9c..8b41240 100644
--- a/assets/cli.html-B0EXkqq8.js
+++ b/assets/cli.html-BvTxffE7.js
@@ -1,4 +1,4 @@
-import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as n,o as p,c as u,e as r,w as s,b as e,d as a,a as i}from"./app-B0fd3cYb.js";const h={},m=i(`
CLI
Core library comes with CLI program called taskiq, which is used to run different subcommands.
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.
Worker
To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:
taskiq worker mybroker:broker_var my_project.module1 my_project.module2
+import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as n,o as p,c as u,e as r,w as s,b as e,d as a,a as i}from"./app-jADuhdjP.js";const h={},m=i(`
CLI
Core library comes with CLI program called taskiq, which is used to run different subcommands.
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.
Worker
To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:
taskiq worker mybroker:broker_var my_project.module1 my_project.module2
 
Auto importing
Enumerating all modules with tasks is not an option sometimes. That's why taskiq can auto-discover tasks in current directory recursively.
We have two options for this:
  • --tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.
  • --fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.
Acknowledgements
The taskiq supports three types of acknowledgements:
  • when_received - task is acknowledged when it is received by the worker.
  • when_executed - task is acknowledged right after it is executed by the worker.
  • when_saved - task is acknowledged when the result of execution is saved in the result backend.
This can be configured using --ack-type parameter. For example:
taskiq worker --ack-type when_executed mybroker:broker
 
Type casts
One of features taskiq have is automatic type casts. For example you have a type-hinted task like this:
async def task(val: int) -> int:
     return val + 1
@@ -6,4 +6,4 @@ import{_ as d}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as n,o as p,
 `)])])],-1),g=e("div",{class:"language-bash","data-ext":"sh","data-title":"sh"},[e("pre",{class:"language-bash"},[e("code",null,[a("poetry "),e("span",{class:"token function"},"add"),a(" taskiq "),e("span",{class:"token parameter variable"},"-E"),a(` reload
 `)])])],-1),f=i('
To enable this option simply pass the --reload or -r option to worker taskiq CLI.
Also this option supports .gitignore files. If you have such file in your directory, it won't reload worker when you modify ignored files. To disable this functionality pass --do-not-use-gitignore option.
Other parameters
  • --no-configure-logging - disables default logging configuration for workers.
  • --log-level is used to set a log level (default INFO).
  • --max-async-tasks - maximum number of simultaneously running async tasks.
  • --max-prefetch - number of tasks to be prefetched before execution. (Useful for systems with high message rates, but brokers should support acknowledgements).
  • --max-threadpool-threads - number of threads for sync function exection.
  • --no-propagate-errors - if this parameter is enabled, exceptions won't be thrown in generator dependencies.
  • --receiver - python path to custom receiver class.
  • --receiver_arg - custom args for receiver.
  • --ack-type - Type of acknowledgement. This parameter is used to set when to acknowledge the task. Possible values are when_received, when_executed, when_saved. Default is when_saved.
  • max-tasks-per-child - maximum number of tasks to be executed by a single worker process before restart.
  • --shutdown-timeout - maximum amount of time for graceful broker's shutdown in seconds.
  • --wait-tasks-timeout - if cannot read new messages from the broker or maximum number of tasks is reached, worker will wait for all current tasks to finish. This parameter sets the maximum amount of time to wait until shutdown.
Scheduler
',7),y=i(`
To run it simply run
taskiq scheduler <path to scheduler> [optional module to import]...
 
For example
taskiq scheduler my_project.broker:scheduler my_project.module1 my_project.module2
-
Parameters
Path to scheduler is the only required argument.
  • --tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.
  • --fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.
  • --no-configure-logging - use this parameter if your application configures custom logging.
  • --log-level is used to set a log level (default INFO).
  • --skip-first-run - skip first run of scheduler. This option skips running tasks immediately after scheduler start.
`,7);function b(v,w){const l=n("Tabs"),c=n("RouteLink");return p(),u("div",null,[m,r(l,{id:"83",data:[{id:"pip"},{id:"poetry"}]},{title0:s(({value:t,isActive:o})=>[a("pip")]),title1:s(({value:t,isActive:o})=>[a("poetry")]),tab0:s(({value:t,isActive:o})=>[k]),tab1:s(({value:t,isActive:o})=>[g]),_:1}),f,e("p",null,[a("Scheduler is used to schedule tasks as described in "),r(c,{to:"/guide/scheduling-tasks.html"},{default:s(()=>[a("Scheduling tasks")]),_:1}),a(" section.")]),y])}const q=d(h,[["render",b],["__file","cli.html.vue"]]),T=JSON.parse('{"path":"/guide/cli.html","title":"CLI","lang":"en-US","frontmatter":{"order":4,"description":"CLI Core library comes with CLI program called taskiq, which is used to run different subcommands. By default taskiq is shipped with only two commands: worker and scheduler. You...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/cli.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"CLI"}],["meta",{"property":"og:description","content":"CLI Core library comes with CLI program called taskiq, which is used to run different subcommands. By default taskiq is shipped with only two commands: worker and scheduler. You..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"CLI\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Worker","slug":"worker","link":"#worker","children":[{"level":3,"title":"Auto importing","slug":"auto-importing","link":"#auto-importing","children":[]},{"level":3,"title":"Acknowledgements","slug":"acknowledgements","link":"#acknowledgements","children":[]},{"level":3,"title":"Type casts","slug":"type-casts","link":"#type-casts","children":[]},{"level":3,"title":"Hot reload","slug":"hot-reload","link":"#hot-reload","children":[]},{"level":3,"title":"Other parameters","slug":"other-parameters","link":"#other-parameters","children":[]}]},{"level":2,"title":"Scheduler","slug":"scheduler","link":"#scheduler","children":[{"level":3,"title":"Parameters","slug":"parameters","link":"#parameters","children":[]}]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/cli.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Core library comes with CLI program called taskiq, which is used to run different subcommands.
\\n
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins\\nusing pypi. Some plugins may add new commands to taskiq.
"}');export{q as comp,T as data};
+
Parameters
Path to scheduler is the only required argument.
  • --tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.
  • --fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.
  • --no-configure-logging - use this parameter if your application configures custom logging.
  • --log-level is used to set a log level (default INFO).
  • --skip-first-run - skip first run of scheduler. This option skips running tasks immediately after scheduler start.
`,7);function b(v,w){const l=n("Tabs"),c=n("RouteLink");return p(),u("div",null,[m,r(l,{id:"83",data:[{id:"pip"},{id:"poetry"}]},{title0:s(({value:t,isActive:o})=>[a("pip")]),title1:s(({value:t,isActive:o})=>[a("poetry")]),tab0:s(({value:t,isActive:o})=>[k]),tab1:s(({value:t,isActive:o})=>[g]),_:1}),f,e("p",null,[a("Scheduler is used to schedule tasks as described in "),r(c,{to:"/guide/scheduling-tasks.html"},{default:s(()=>[a("Scheduling tasks")]),_:1}),a(" section.")]),y])}const q=d(h,[["render",b],["__file","cli.html.vue"]]),T=JSON.parse('{"path":"/guide/cli.html","title":"CLI","lang":"en-US","frontmatter":{"order":4,"description":"CLI Core library comes with CLI program called taskiq, which is used to run different subcommands. By default taskiq is shipped with only two commands: worker and scheduler. You...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/cli.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"CLI"}],["meta",{"property":"og:description","content":"CLI Core library comes with CLI program called taskiq, which is used to run different subcommands. By default taskiq is shipped with only two commands: worker and scheduler. You..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"CLI\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Worker","slug":"worker","link":"#worker","children":[{"level":3,"title":"Auto importing","slug":"auto-importing","link":"#auto-importing","children":[]},{"level":3,"title":"Acknowledgements","slug":"acknowledgements","link":"#acknowledgements","children":[]},{"level":3,"title":"Type casts","slug":"type-casts","link":"#type-casts","children":[]},{"level":3,"title":"Hot reload","slug":"hot-reload","link":"#hot-reload","children":[]},{"level":3,"title":"Other parameters","slug":"other-parameters","link":"#other-parameters","children":[]}]},{"level":2,"title":"Scheduler","slug":"scheduler","link":"#scheduler","children":[{"level":3,"title":"Parameters","slug":"parameters","link":"#parameters","children":[]}]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/cli.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Core library comes with CLI program called taskiq, which is used to run different subcommands.
\\n
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins\\nusing pypi. Some plugins may add new commands to taskiq.
"}');export{q as comp,T as data};
diff --git a/assets/cli.html-C3UhGz-e.js b/assets/cli.html-v2C39c-n.js
similarity index 96%
rename from assets/cli.html-C3UhGz-e.js
rename to assets/cli.html-v2C39c-n.js
index d5e4a29..69a375a 100644
--- a/assets/cli.html-C3UhGz-e.js
+++ b/assets/cli.html-v2C39c-n.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as u,c as d,b as s,d as n,e as o,w as a,a as l}from"./app-B0fd3cYb.js";const m={},k=l(`
CLI
You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
from argparse import ArgumentParser
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as u,c as d,b as s,d as n,e as o,w as a,a as l}from"./app-jADuhdjP.js";const m={},k=l(`
CLI
You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
from argparse import ArgumentParser
 from typing import Sequence
 
 from taskiq.abc.cmd import TaskiqCMD
@@ -39,4 +39,4 @@ optional arguments:
   --test TEST  My test parameter.
 
$ taskiq demo --test aaa
 Namespace(test='aaa')
-
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You can easily add new subcommands to taskiq. All default subcommands also use this mechanism,\\nsince it's easy to use.
\\n
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
\\n
from argparse import ArgumentParser\\nfrom typing import Sequence\\n\\nfrom taskiq.abc.cmd import TaskiqCMD\\n\\n\\nclass MyCommand(TaskiqCMD):\\n    short_help = \\"Demo command\\"\\n\\n    def exec(self, args: Sequence[str]) -> None:\\n        parser = ArgumentParser()\\n        parser.add_argument(\\n            \\"--test\\",\\n            dest=\\"test\\",\\n            default=\\"default\\",\\n            help=\\"My test parameter.\\",\\n        )\\n        parsed = parser.parse_args(args)\\n        print(parsed)\\n
"}`);export{M as comp,I as data};
+
`,2);function w(x,A){const p=c("ExternalLinkIcon"),i=c("Tabs");return u(),d("div",null,[k,s("p",null,[n("Also, you can use your favorite tool to build CLI, like "),s("a",v,[n("click"),o(p)]),n(" or "),s("a",b,[n("typer"),o(p)]),n(".")]),h,o(i,{id:"19",data:[{id:"setuptools setup.py"},{id:"setuptools pyproject.toml"},{id:"poetry"}]},{title0:a(({value:t,isActive:e})=>[n("setuptools setup.py")]),title1:a(({value:t,isActive:e})=>[n("setuptools pyproject.toml")]),title2:a(({value:t,isActive:e})=>[n("poetry")]),tab0:a(({value:t,isActive:e})=>[y]),tab1:a(({value:t,isActive:e})=>[g]),tab2:a(({value:t,isActive:e})=>[_]),_:1},8,["data"]),s("p",null,[n("You can read more about entry points in "),s("a",f,[n("python documentation"),o(p)]),n(". The subcommand name is the same as the name of the entry point you've created.")]),q])}const M=r(m,[["render",w],["__file","cli.html.vue"]]),I=JSON.parse(`{"path":"/extending-taskiq/cli.html","title":"CLI","lang":"en-US","frontmatter":{"order":4,"description":"CLI You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use. At first you need to add a class that implements taski...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/cli.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"CLI"}],["meta",{"property":"og:description","content":"CLI You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use. At first you need to add a class that implements taski..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"CLI\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/cli.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
You can easily add new subcommands to taskiq. All default subcommands also use this mechanism,\\nsince it's easy to use.
\\n
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
\\n
from argparse import ArgumentParser\\nfrom typing import Sequence\\n\\nfrom taskiq.abc.cmd import TaskiqCMD\\n\\n\\nclass MyCommand(TaskiqCMD):\\n    short_help = \\"Demo command\\"\\n\\n    def exec(self, args: Sequence[str]) -> None:\\n        parser = ArgumentParser()\\n        parser.add_argument(\\n            \\"--test\\",\\n            dest=\\"test\\",\\n            default=\\"default\\",\\n            help=\\"My test parameter.\\",\\n        )\\n        parsed = parser.parse_args(args)\\n        print(parsed)\\n
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diff --git a/assets/clone-DMS6tHY3.js b/assets/clone-DMS6tHY3.js
new file mode 100644
index 0000000..5aa3e1b
--- /dev/null
+++ b/assets/clone-DMS6tHY3.js
@@ -0,0 +1 @@
+import{a as r}from"./graph-BqpiDEwF.js";var a=4;function n(o){return r(o,a)}export{n as c};
diff --git a/assets/clone-DZIUJmqR.js b/assets/clone-DZIUJmqR.js
deleted file mode 100644
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diff --git a/assets/contrib.html-D-PGZC82.js b/assets/contrib.html-W6Tn5Ard.js
similarity index 92%
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rename to assets/contrib.html-W6Tn5Ard.js
index bba6530..a341eea 100644
--- a/assets/contrib.html-D-PGZC82.js
+++ b/assets/contrib.html-W6Tn5Ard.js
@@ -1,7 +1,7 @@
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After you have cloned the taskiq repo, install dependencies using this command:
poetry install
+import{_ as a}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as o,o as r,c as l,b as e,d as t,e as s,a as i}from"./app-jADuhdjP.js";const d={},u=e("h1",{id:"contribution-guide",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#contribution-guide"},[e("span",null,"Contribution guide")])],-1),c=e("p",null,"We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors:",-1),p=e("ul",null,[e("li",null,"Please do not add malware."),e("li",null,"Please make sure that your request solves the problem.")],-1),h={href:"https://github.com/orgs/taskiq-python/discussions",target:"_blank",rel:"noopener noreferrer"},m=e("p",null,"We have lots of tests in CI. But since CI runs from first-time contributors should be approved, you better test locally. It just takes less time to prepare PR for merging.",-1),g=e("h2",{id:"setting-up-environment",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#setting-up-environment"},[e("span",null,"Setting up environment")])],-1),v={href:"https://python-poetry.org/docs/",target:"_blank",rel:"noopener noreferrer"},b=i(`
After you have cloned the taskiq repo, install dependencies using this command:
poetry install
 
`,2),f=e("code",null,"pyenv",-1),y={href:"https://github.com/pyenv/pyenv",target:"_blank",rel:"noopener noreferrer"},_=i(`
After pyenv is ready, you can install all python versions using this command:
pyenv install
 
Linting
We have pre-commit configured with all our settings. We highly recommend you to install it as a git hook using pre-commit install command.
But even without installation, you can run all lints manually:
pre-commit run -a
 
Testing
You can run pytest without any parameters and it will do the thing.
pytest
 
`,9),k=e("code",null,"-n",-1),w={href:"https://pypi.org/project/pytest-xdist/",target:"_blank",rel:"noopener noreferrer"},x=i(`
pytest -n 2
 
Also we use tox to test against different environments. You can publish a PR to run pytest with different python versions, but if you want to do it locally, just run tox command.
tox
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Tox assumes that you've installed python versions using pyenv with command above.
`,4);function T(q,P){const n=o("ExternalLinkIcon");return r(),l("div",null,[u,c,p,e("p",null,[t("If you struggle with something or feel frustrated, you either create an issue, create a "),e("a",h,[t("discussions"),s(n)]),t(". page or publish a draft PR and ask your question in the description.")]),m,g,e("p",null,[t("We use poetry for managing dependencies. To install it, please follow the official guide in "),e("a",v,[t("documentation"),s(n)]),t(".")]),b,e("p",null,[t("It will install all required dependencies. If you want to run pytest against different python environments, please install "),f,t(" using instructions from its "),e("a",y,[t("readme"),s(n)]),t(".")]),_,e("p",null,[t("If you want to speedup testings, you can run it with "),k,t(" option from "),e("a",w,[t("pytest-xdist"),s(n)]),t(" to run tests in parallel.")]),x])}const C=a(d,[["render",T],["__file","contrib.html.vue"]]),S=JSON.parse('{"path":"/contrib.html","title":"Contribution guide","lang":"en-US","frontmatter":{"order":5,"description":"Contribution guide We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors: Please do not add malware....","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/contrib.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Contribution guide"}],["meta",{"property":"og:description","content":"Contribution guide We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors: Please do not add malware...."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Contribution guide\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Setting up environment","slug":"setting-up-environment","link":"#setting-up-environment","children":[]},{"level":2,"title":"Linting","slug":"linting","link":"#linting","children":[]},{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"contrib.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
We love contributions. This guide is for all folks who want to make taskiq better together.\\nWe have several rules for contributors:
\\n
    \\n
  • Please do not add malware.
    • \\n
  • Please make sure that your request solves the problem.
    • \\n
\\n
If you struggle with something or feel frustrated, you either create an issue, create a discussions.\\npage or publish a draft PR and ask your question in the description.
"}');export{C as comp,S as data};
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Tox assumes that you've installed python versions using pyenv with command above.
`,4);function T(q,P){const n=o("ExternalLinkIcon");return r(),l("div",null,[u,c,p,e("p",null,[t("If you struggle with something or feel frustrated, you either create an issue, create a "),e("a",h,[t("discussions"),s(n)]),t(". page or publish a draft PR and ask your question in the description.")]),m,g,e("p",null,[t("We use poetry for managing dependencies. To install it, please follow the official guide in "),e("a",v,[t("documentation"),s(n)]),t(".")]),b,e("p",null,[t("It will install all required dependencies. If you want to run pytest against different python environments, please install "),f,t(" using instructions from its "),e("a",y,[t("readme"),s(n)]),t(".")]),_,e("p",null,[t("If you want to speedup testings, you can run it with "),k,t(" option from "),e("a",w,[t("pytest-xdist"),s(n)]),t(" to run tests in parallel.")]),x])}const C=a(d,[["render",T],["__file","contrib.html.vue"]]),S=JSON.parse('{"path":"/contrib.html","title":"Contribution guide","lang":"en-US","frontmatter":{"order":5,"description":"Contribution guide We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors: Please do not add malware....","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/contrib.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Contribution guide"}],["meta",{"property":"og:description","content":"Contribution guide We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors: Please do not add malware...."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Contribution guide\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Setting up environment","slug":"setting-up-environment","link":"#setting-up-environment","children":[]},{"level":2,"title":"Linting","slug":"linting","link":"#linting","children":[]},{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"contrib.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
We love contributions. This guide is for all folks who want to make taskiq better together.\\nWe have several rules for contributors:
\\n
    \\n
  • Please do not add malware.
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  • Please make sure that your request solves the problem.
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\\n
If you struggle with something or feel frustrated, you either create an issue, create a discussions.\\npage or publish a draft PR and ask your question in the description.
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t={};return e;function e(g){let d={type:"root",children:[]};const E={stack:[d],tokenStack:[],config:r,enter:c,exit:f,buffer:m,resume:x,setData:i,getData:l},B=[];let L=-1;for(;++L0){const X=E.tokenStack[E.tokenStack.length-1];(X[1]||tt).call(E,void 0,X[0])}for(d.position={start:sn(g.length>0?g[0][1].start:{line:1,column:1,offset:0}),end:sn(g.length>0?g[g.length-2][1].end:{line:1,column:1,offset:0})},L=-1;++LThis article is for people who want to:
  • Create brokers dynamically.
  • Register tasks, and run them inside their code.
  • Implement more complex logic.
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
To define tasks and assign them to a broker, use register_task method.
import asyncio
+import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,a as e}from"./app-jADuhdjP.js";const t={},o=e(`
This article is for people who want to:
  • Create brokers dynamically.
  • Register tasks, and run them inside their code.
  • Implement more complex logic.
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
To define tasks and assign them to a broker, use register_task method.
import asyncio
 
 from taskiq_redis import ListQueueBroker
 
@@ -117,4 +117,4 @@ import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,
 
 if __name__ == "__main__":
     asyncio.run(main())
-
`,13),p=[o];function i(c,l){return s(),a("div",null,p)}const d=n(t,[["render",i],["__file","dynamic-brokers.html.vue"]]),k=JSON.parse(`{"path":"/guide/dynamic-brokers.html","title":"Dynamic Environments","lang":"en-US","frontmatter":{"title":"Dynamic Environments","order":9,"description":"This article is for people who want to: Create brokers dynamically. Register tasks, and run them inside their code. Implement more complex logic. Taskiq allows you to set up bro...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/dynamic-brokers.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Dynamic Environments"}],["meta",{"property":"og:description","content":"This article is for people who want to: Create brokers dynamically. Register tasks, and run them inside their code. Implement more complex logic. Taskiq allows you to set up bro..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Dynamic Environments\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/dynamic-brokers.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"
This article is for people who want to:
\\n
    \\n
  • Create brokers dynamically.
    • \\n
  • Register tasks, and run them inside their code.
    • \\n
  • Implement more complex logic.
    • \\n
\\n
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
"}`);export{d as comp,k as data};
+
`,13),p=[o];function i(c,l){return s(),a("div",null,p)}const d=n(t,[["render",i],["__file","dynamic-brokers.html.vue"]]),k=JSON.parse(`{"path":"/guide/dynamic-brokers.html","title":"Dynamic Environments","lang":"en-US","frontmatter":{"title":"Dynamic Environments","order":9,"description":"This article is for people who want to: Create brokers dynamically. Register tasks, and run them inside their code. Implement more complex logic. Taskiq allows you to set up bro...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/dynamic-brokers.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Dynamic Environments"}],["meta",{"property":"og:description","content":"This article is for people who want to: Create brokers dynamically. Register tasks, and run them inside their code. Implement more complex logic. Taskiq allows you to set up bro..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Dynamic Environments\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/dynamic-brokers.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"
This article is for people who want to:
\\n
    \\n
  • Create brokers dynamically.
    • \\n
  • Register tasks, and run them inside their code.
    • \\n
  • Implement more complex logic.
    • \\n
\\n
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
"}`);export{d as comp,k as data};
diff --git a/assets/edges-d32062c0--RfIKLIO.js b/assets/edges-d32062c0-DS1UiBKj.js
similarity index 99%
rename from assets/edges-d32062c0--RfIKLIO.js
rename to assets/edges-d32062c0-DS1UiBKj.js
index 92a4a51..82d64f3 100644
--- a/assets/edges-d32062c0--RfIKLIO.js
+++ b/assets/edges-d32062c0-DS1UiBKj.js
@@ -1,4 +1,4 @@
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Z")},ft=(e,t,a)=>{e.append("defs").append("marker").attr("id",a+"_"+t+"-dependencyStart").attr("class","marker dependency "+t).attr("refX",6).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 5,7 L9,13 L1,7 L9,1 Z"),e.append("defs").append("marker").attr("id",a+"_"+t+"-dependencyEnd").attr("class","marker dependency "+t).attr("refX",13).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L14,7 L9,1 Z")},xt=(e,t,a)=>{e.append("defs").append("marker").attr("id",a+"_"+t+"-lollipopStart").attr("class","marker lollipop "+t).attr("refX",13).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("circle").attr("stroke","black").attr("fill","transparent").attr("cx",7).attr("cy",7).attr("r",6),e.append("defs").append("marker").attr("id",a+"_"+t+"-lollipopEnd").attr("class","marker lollipop 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diff --git a/assets/erDiagram-47591fe2-Q164TgqG.js b/assets/erDiagram-47591fe2-CF3J04Xc.js
similarity index 99%
rename from assets/erDiagram-47591fe2-Q164TgqG.js
rename to assets/erDiagram-47591fe2-CF3J04Xc.js
index 33c97d5..f66da91 100644
--- a/assets/erDiagram-47591fe2-Q164TgqG.js
+++ b/assets/erDiagram-47591fe2-CF3J04Xc.js
@@ -1,4 +1,4 @@
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c=new Error(a);throw c.hash=n,c}},parse:function(a){var n=this,c=[0],d=[],E=[null],i=[],K=this.table,s="",Q=0,st=0,ft=2,ot=1,yt=i.slice.call(arguments,1),b=Object.create(this.lexer),z={yy:{}};for(var J in this.yy)Object.prototype.hasOwnProperty.call(this.yy,J)&&(z.yy[J]=this.yy[J]);b.setInput(a,z.yy),z.yy.lexer=b,z.yy.parser=this,typeof b.yylloc>"u"&&(b.yylloc={});var $=b.yylloc;i.push($);var pt=b.options&&b.options.ranges;typeof z.yy.parseError=="function"?this.parseError=z.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function _t(){var Y;return Y=d.pop()||b.lex()||ot,typeof Y!="number"&&(Y instanceof Array&&(d=Y,Y=d.pop()),Y=n.symbols_[Y]||Y),Y}for(var w,H,D,tt,G={},j,P,lt,q;;){if(H=c[c.length-1],this.defaultActions[H]?D=this.defaultActions[H]:((w===null||typeof w>"u")&&(w=_t()),D=K[H]&&K[H][w]),typeof D>"u"||!D.length||!D[0]){var et="";q=[];for(j in K[H])this.terminals_[j]&&j>ft&&q.push("'"+this.terminals_[j]+"'");b.showPosition?et="Parse error on line 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r[0]=(e=parseInt(t.slice(0,8),16))>>>24,r[1]=e>>>16&255,r[2]=e>>>8&255,r[3]=e&255,r[4]=(e=parseInt(t.slice(9,13),16))>>>8,r[5]=e&255,r[6]=(e=parseInt(t.slice(14,18),16))>>>8,r[7]=e&255,r[8]=(e=parseInt(t.slice(19,23),16))>>>8,r[9]=e&255,r[10]=(e=parseInt(t.slice(24,36),16))/1099511627776&255,r[11]=e/4294967296&255,r[12]=e>>>24&255,r[13]=e>>>16&255,r[14]=e>>>8&255,r[15]=e&255,r}function Bt(t){t=unescape(encodeURIComponent(t));const e=[];for(let r=0;r>>32-e}function Ft(t){const e=[1518500249,1859775393,2400959708,3395469782],r=[1732584193,4023233417,2562383102,271733878,3285377520];if(typeof t=="string"){const f=unescape(encodeURIComponent(t));t=[];for(let o=0;o>>0;x=g,g=m,m=it(_,30)>>>0,_=h,h=I}r[0]=r[0]+h>>>0,r[1]=r[1]+_>>>0,r[2]=r[2]+m>>>0,r[3]=r[3]+g>>>0,r[4]=r[4]+x>>>0}return[r[0]>>24&255,r[0]>>16&255,r[0]>>8&255,r[0]&255,r[1]>>24&255,r[1]>>16&255,r[1]>>8&255,r[1]&255,r[2]>>24&255,r[2]>>16&255,r[2]>>8&255,r[2]&255,r[3]>>24&255,r[3]>>16&255,r[3]>>8&255,r[3]&255,r[4]>>24&255,r[4]>>16&255,r[4]>>8&255,r[4]&255]}const Wt=Yt("v5",80,Ft);var at=function(){var t=function(S,a,n,c){for(n=n||{},c=S.length;c--;n[S[c]]=a);return 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"+(Q+1)+`:
 `+b.showPosition()+`
 Expecting `+q.join(", ")+", got '"+(this.terminals_[w]||w)+"'":et="Parse error on line "+(Q+1)+": Unexpected "+(w==ot?"end of input":"'"+(this.terminals_[w]||w)+"'"),this.parseError(et,{text:b.match,token:this.terminals_[w]||w,line:b.yylineno,loc:$,expected:q})}if(D[0]instanceof Array&&D.length>1)throw new Error("Parse Error: multiple actions possible at state: "+H+", token: "+w);switch(D[0]){case 1:c.push(w),E.push(b.yytext),i.push(b.yylloc),c.push(D[1]),w=null,st=b.yyleng,s=b.yytext,Q=b.yylineno,$=b.yylloc;break;case 2:if(P=this.productions_[D[1]][1],G.$=E[E.length-P],G._$={first_line:i[i.length-(P||1)].first_line,last_line:i[i.length-1].last_line,first_column:i[i.length-(P||1)].first_column,last_column:i[i.length-1].last_column},pt&&(G._$.range=[i[i.length-(P||1)].range[0],i[i.length-1].range[1]]),tt=this.performAction.apply(G,[s,st,Q,z.yy,D[1],E,i].concat(yt)),typeof tt<"u")return tt;P&&(c=c.slice(0,-1*P*2),E=E.slice(0,-1*P),i=i.slice(0,-1*P)),c.push(this.productions_[D[1]][0]),E.push(G.$),i.push(G._$),lt=K[c[c.length-2]][c[c.length-1]],c.push(lt);break;case 3:return!0}}return!0}},O=function(){var S={EOF:1,parseError:function(n,c){if(this.yy.parser)this.yy.parser.parseError(n,c);else throw new Error(n)},setInput:function(a,n){return this.yy=n||this.yy||{},this._input=a,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var a=this._input[0];this.yytext+=a,this.yyleng++,this.offset++,this.match+=a,this.matched+=a;var n=a.match(/(?:\r\n?|\n).*/g);return n?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),a},unput:function(a){var n=a.length,c=a.split(/(?:\r\n?|\n)/g);this._input=a+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-n),this.offset-=n;var d=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),c.length-1&&(this.yylineno-=c.length-1);var E=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:c?(c.length===d.length?this.yylloc.first_column:0)+d[d.length-c.length].length-c[0].length:this.yylloc.first_column-n},this.options.ranges&&(this.yylloc.range=[E[0],E[0]+this.yyleng-n]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).
 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(a){this.unput(this.match.slice(a))},pastInput:function(){var a=this.matched.substr(0,this.matched.length-this.match.length);return(a.length>20?"...":"")+a.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var a=this.match;return a.length<20&&(a+=this._input.substr(0,20-a.length)),(a.substr(0,20)+(a.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var a=this.pastInput(),n=new Array(a.length+1).join("-");return a+this.upcomingInput()+`
diff --git a/assets/faststream.html-L19p-fwg.js b/assets/faststream.html-BjX7MnKf.js
similarity index 89%
rename from assets/faststream.html-L19p-fwg.js
rename to assets/faststream.html-BjX7MnKf.js
index 33d0d47..ac2be3f 100644
--- a/assets/faststream.html-L19p-fwg.js
+++ b/assets/faststream.html-BjX7MnKf.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as n,o,c as i,b as e,d as t,e as s,a as l}from"./app-B0fd3cYb.js";const c={},p=e("h1",{id:"taskiq-faststream",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#taskiq-faststream"},[e("span",null,"Taskiq + FastStream")])],-1),m={href:"https://faststream.airt.ai/latest/",target:"_blank",rel:"noopener noreferrer"},d=l(`
If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.
Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.
To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:
pip install "taskiq-faststream"
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as n,o,c as i,b as e,d as t,e as s,a as l}from"./app-jADuhdjP.js";const c={},p=e("h1",{id:"taskiq-faststream",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#taskiq-faststream"},[e("span",null,"Taskiq + FastStream")])],-1),m={href:"https://faststream.airt.ai/latest/",target:"_blank",rel:"noopener noreferrer"},d=l(`
If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.
Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.
To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:
pip install "taskiq-faststream"
 
And you can use it like this:
from faststream import FastStream
 from faststream.kafka import KafkaBroker
 from taskiq_faststream import BrokerWrapper
@@ -7,4 +7,4 @@ broker = KafkaBroker= FastStream(broker)
 
 taskiq_broker = BrokerWrapper(broker)
-
`,6),u={href:"https://faststream.airt.ai/latest/scheduling/?h=schedule",target:"_blank",rel:"noopener noreferrer"};function k(f,h){const a=n("ExternalLinkIcon");return o(),i("div",null,[p,e("p",null,[e("a",m,[t("FastStream"),s(a)]),t(" is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.")]),d,e("p",null,[t("You can read more about scheduling tasks for FastStream in the "),e("a",u,[t("FastStream documentation"),s(a)]),t(".")])])}const y=r(c,[["render",k],["__file","faststream.html.vue"]]),_=JSON.parse('{"path":"/framework_integrations/faststream.html","title":"Taskiq + FastStream","lang":"en-US","frontmatter":{"order":3,"description":"Taskiq + FastStream FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/faststream.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + FastStream"}],["meta",{"property":"og:description","content":"Taskiq + FastStream FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + FastStream\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/faststream.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.
"}');export{y as comp,_ as data};
+
`,6),u={href:"https://faststream.airt.ai/latest/scheduling/?h=schedule",target:"_blank",rel:"noopener noreferrer"};function k(f,h){const a=n("ExternalLinkIcon");return o(),i("div",null,[p,e("p",null,[e("a",m,[t("FastStream"),s(a)]),t(" is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.")]),d,e("p",null,[t("You can read more about scheduling tasks for FastStream in the "),e("a",u,[t("FastStream documentation"),s(a)]),t(".")])])}const y=r(c,[["render",k],["__file","faststream.html.vue"]]),_=JSON.parse('{"path":"/framework_integrations/faststream.html","title":"Taskiq + FastStream","lang":"en-US","frontmatter":{"order":3,"description":"Taskiq + FastStream FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/faststream.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + FastStream"}],["meta",{"property":"og:description","content":"Taskiq + FastStream FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + FastStream\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/faststream.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.
"}');export{y as comp,_ as data};
diff --git a/assets/flowDb-4b19a42f-DhxjmBHk.js b/assets/flowDb-4b19a42f-5o5MOD4v.js
similarity index 99%
rename from assets/flowDb-4b19a42f-DhxjmBHk.js
rename to assets/flowDb-4b19a42f-5o5MOD4v.js
index e093efd..6c30f70 100644
--- a/assets/flowDb-4b19a42f-DhxjmBHk.js
+++ b/assets/flowDb-4b19a42f-5o5MOD4v.js
@@ -1,4 +1,4 @@
-import{c as et,v as me,s as ye,g as ve,a as Ve,b as Le,x as Ie,y as Re,l as J1,z as dt,A as Ne,j as we,h as w1}from"./mermaid.core-DtSoU78u.js";var pt=function(){var e=function(f1,a,o,f){for(o=o||{},f=f1.length;f--;o[f1[f]]=a);return o},u=[1,4],i=[1,3],n=[1,5],c=[1,8,9,10,11,27,34,36,38,42,58,81,82,83,84,85,86,99,102,103,106,108,111,112,113,118,119,120,121],l=[2,2],h=[1,13],U=[1,14],F=[1,15],w=[1,16],X=[1,23],o1=[1,25],p1=[1,26],A1=[1,27],C=[1,49],k=[1,48],l1=[1,29],U1=[1,30],G1=[1,31],M1=[1,32],K1=[1,33],x=[1,44],B=[1,46],m=[1,42],y=[1,47],v=[1,43],V=[1,50],L=[1,45],I=[1,51],R=[1,52],Y1=[1,34],j1=[1,35],z1=[1,36],X1=[1,37],I1=[1,57],b=[1,8,9,10,11,27,32,34,36,38,42,58,81,82,83,84,85,86,99,102,103,106,108,111,112,113,118,119,120,121],q=[1,61],Q=[1,60],Z=[1,62],H1=[8,9,11,73,75],k1=[1,88],b1=[1,93],g1=[1,92],D1=[1,89],F1=[1,85],T1=[1,91],S1=[1,87],C1=[1,94],_1=[1,90],x1=[1,95],B1=[1,86],W1=[8,9,10,11,73,75],N=[8,9,10,11,44,73,75],M=[8,9,10,11,29,42,44,46,48,50,52,54,56,58,61,63,65,66,68,73,75,86,99,102,103,106,108,111,112,113],Et=[8,9,11,42,58,73,75,86,99,102,103,106,108,111,112,113],R1=[42,58,86,99,102,103,106,108,111,112,113],kt=[1,121],bt=[1,120],gt=[1,128],Dt=[1,142],Ft=[1,143],Tt=[1,144],St=[1,145],Ct=[1,130],_t=[1,132],xt=[1,136],Bt=[1,137],mt=[1,138],yt=[1,139],vt=[1,140],Vt=[1,141],Lt=[1,146],It=[1,147],Rt=[1,126],Nt=[1,127],wt=[1,134],Ot=[1,129],Pt=[1,133],Ut=[1,131],nt=[8,9,10,11,27,32,34,36,38,42,58,81,82,83,84,85,86,99,102,103,106,108,111,112,113,118,119,120,121],Gt=[1,149],T=[8,9,11],K=[8,9,10,11,14,42,58,86,102,103,106,108,111,112,113],p=[1,169],O=[1,165],P=[1,166],A=[1,170],d=[1,167],E=[1,168],m1=[75,113,116],g=[8,9,10,11,12,14,27,29,32,42,58,73,81,82,83,84,85,86,87,102,106,108,111,112,113],Mt=[10,103],h1=[31,47,49,51,53,55,60,62,64,65,67,69,113,114,115],J=[1,235],$=[1,233],t1=[1,237],e1=[1,231],s1=[1,232],u1=[1,234],i1=[1,236],r1=[1,238],y1=[1,255],Kt=[8,9,11,103],W=[8,9,10,11,58,81,102,103,106,107,108,109],at={trace:function(){},yy:{},symbols_:{error:2,start:3,graphConfig:4,document:5,line:6,statement:7,SEMI:8,NEWLINE:9,SPACE:10,EOF:11,GRAPH:12,NODIR:13,DIR:14,FirstStmtSeparator:15,ending:16,endToken:17,spaceList:18,spaceListNewline:19,vertexStatement:20,separator:21,styleStatement:22,linkStyleStatement:23,classDefStatement:24,classStatement:25,clickStatement:26,subgraph:27,textNoTags:28,SQS:29,text:30,SQE:31,end:32,direction:33,acc_title:34,acc_title_value:35,acc_descr:36,acc_descr_value:37,acc_descr_multiline_value:38,link:39,node:40,styledVertex:41,AMP:42,vertex:43,STYLE_SEPARATOR:44,idString:45,DOUBLECIRCLESTART:46,DOUBLECIRCLEEND:47,PS:48,PE:49,"(-":50,"-)":51,STADIUMSTART:52,STADIUMEND:53,SUBROUTINESTART:54,SUBROUTINEEND:55,VERTEX_WITH_PROPS_START:56,"NODE_STRING[field]":57,COLON:58,"NODE_STRING[value]":59,PIPE:60,CYLINDERSTART:61,CYLINDEREND:62,DIAMOND_START:63,DIAMOND_STOP:64,TAGEND:65,TRAPSTART:66,TRAPEND:67,INVTRAPSTART:68,INVTRAPEND:69,linkStatement:70,arrowText:71,TESTSTR:72,START_LINK:73,edgeText:74,LINK:75,edgeTextToken:76,STR:77,MD_STR:78,textToken:79,keywords:80,STYLE:81,LINKSTYLE:82,CLASSDEF:83,CLASS:84,CLICK:85,DOWN:86,UP:87,textNoTagsToken:88,stylesOpt:89,"idString[vertex]":90,"idString[class]":91,CALLBACKNAME:92,CALLBACKARGS:93,HREF:94,LINK_TARGET:95,"STR[link]":96,"STR[tooltip]":97,alphaNum:98,DEFAULT:99,numList:100,INTERPOLATE:101,NUM:102,COMMA:103,style:104,styleComponent:105,NODE_STRING:106,UNIT:107,BRKT:108,PCT:109,idStringToken:110,MINUS:111,MULT:112,UNICODE_TEXT:113,TEXT:114,TAGSTART:115,EDGE_TEXT:116,alphaNumToken:117,direction_tb:118,direction_bt:119,direction_rl:120,direction_lr:121,$accept:0,$end:1},terminals_:{2:"error",8:"SEMI",9:"NEWLINE",10:"SPACE",11:"EOF",12:"GRAPH",13:"NODIR",14:"DIR",27:"subgraph",29:"SQS",31:"SQE",32:"end",34:"acc_title",35:"acc_title_value",36:"acc_descr",37:"acc_descr_value",38:"acc_descr_multiline_value",42:"AMP",44:"STYLE_SEPARATOR",46:"DOUBLECIRCLESTART",47:"DOUBLECIRCLEEND",48:"PS",49:"PE",50:"(-",51:"-)",52:"STADIUMSTART",53:"STADIUMEND",54:"SUBROUTINESTART",55:"SUBROUTINEEND",56:"VERTEX_WITH_PROPS_START",57:"NODE_STRING[field]",58:"COLON",59:"NODE_STRING[value]",60:"PIPE",61:"CYLINDERSTART",62:"CYLINDEREND",63:"DIAMOND_START",64:"DIAMOND_STOP",65:"TAGEND",66:"TRAPSTART",67:"TRAPEND",68:"INVTRAPSTART",69:"INVTRAPEND",72:"TESTSTR",73:"START_LINK",75:"LINK",77:"STR",78:"MD_STR",81:"STYLE",82:"LINKSTYLE",83:"CLASSDEF",84:"CLASS",85:"CLICK",86:"DOWN",87:"UP",90:"idString[vertex]",91:"idString[class]",92:"CALLBACKNAME",93:"CALLBACKARGS",94:"HREF",95:"LINK_TARGET",96:"STR[link]",97:"STR[tooltip]",99:"DEFAULT",101:"INTERPOLATE",102:"NUM",103:"COMMA",106:"NODE_STRING",107:"UNIT",108:"BRKT",109:"PCT",111:"MINUS",112:"MULT",113:"UNICODE_TEXT",114:"TEXT",115:"TAGSTART",116:"EDGE_TEXT",118:"direction_tb",119:"direction_bt",120:"direction_rl",121:"direction_lr"},productions_:[0,[3,2],[5,0],[5,2],[6,1],[6,1],[6,1],[6,1],[6,1],[4,2],[4,2],[4,2],[4,3],[16,2],[16,1],[17,1],[17,1],[17,1],[15,1],[15,1],[15,2],[19,2],[19,2],[19,1],[19,1],[18,2],[18,1],[7,2],[7,2],[7,2],[7,2],[7,2],[7,2],[7,9],[7,6],[7,4],[7,1],[7,2],[7,2],[7,1],[21,1],[21,1],[21,1],[20,3],[20,4],[20,2],[20,1],[40,1],[40,5],[41,1],[41,3],[43,4],[43,4],[43,6],[43,4],[43,4],[43,4],[43,8],[43,4],[43,4],[43,4],[43,6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diff --git a/assets/flowDiagram-5540d9b9-BFLw82D-.js b/assets/flowDiagram-5540d9b9-Clyh1kHc.js
similarity index 97%
rename from assets/flowDiagram-5540d9b9-BFLw82D-.js
rename to assets/flowDiagram-5540d9b9-Clyh1kHc.js
index c47f634..8b1fa45 100644
--- a/assets/flowDiagram-5540d9b9-BFLw82D-.js
+++ b/assets/flowDiagram-5540d9b9-Clyh1kHc.js
@@ -1,4 +1,4 @@
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index 0000000..b3833f7
--- /dev/null
+++ b/assets/flowDiagram-v2-3b53844e-Bb6VMKdJ.js
@@ -0,0 +1 @@
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index 895ae25..0000000
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diff --git a/assets/flowchart-elk-definition-5fe447d6-DDvIZSFO.js b/assets/flowchart-elk-definition-5fe447d6-BEWKu2rj.js
similarity index 99%
rename from assets/flowchart-elk-definition-5fe447d6-DDvIZSFO.js
rename to assets/flowchart-elk-definition-5fe447d6-BEWKu2rj.js
index 57f5659..9d7cd6d 100644
--- a/assets/flowchart-elk-definition-5fe447d6-DDvIZSFO.js
+++ b/assets/flowchart-elk-definition-5fe447d6-BEWKu2rj.js
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similarity index 99%
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diff --git a/assets/getting-started.html-BEbyiLnA.js b/assets/getting-started.html-CRhPVQIk.js
similarity index 98%
rename from assets/getting-started.html-BEbyiLnA.js
rename to assets/getting-started.html-CRhPVQIk.js
index 1d2a03a..3dd844a 100644
--- a/assets/getting-started.html-BEbyiLnA.js
+++ b/assets/getting-started.html-CRhPVQIk.js
@@ -1,4 +1,4 @@
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Running tasks
Now you need to create a python module with broker declaration. It's just a plain python file with the variable of your broker. For this particular example, I'm going to use the InMemoryBroker.
Important note
The InMemoryBroker doesn't send any data over the network, and you cannot use this broker in a real-world scenario, but it's still useful for local development if you do not want to set up a taskiq worker.
# broker.py
 from taskiq import InMemoryBroker
@@ -141,4 +141,4 @@ Returned value: 2
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113:s.commit(t[e-2],t[e],t[e-6],t[e-4]);break;case 114:s.commit(t[e],t[e-2],t[e-6],t[e-4]);break;case 115:s.commit(t[e-4],t[e-2],t[e-6],t[e]);break;case 116:s.commit(t[e-4],t[e],t[e-6],t[e-2]);break;case 117:this.$="";break;case 118:this.$=t[e];break;case 119:this.$=s.commitType.NORMAL;break;case 120:this.$=s.commitType.REVERSE;break;case 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diff --git a/assets/graph-GEpVUbdH.js b/assets/graph-BqpiDEwF.js
similarity index 99%
rename from assets/graph-GEpVUbdH.js
rename to assets/graph-BqpiDEwF.js
index 2ffc24f..99e71a7 100644
--- a/assets/graph-GEpVUbdH.js
+++ b/assets/graph-BqpiDEwF.js
@@ -1 +1 @@
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diff --git a/assets/index-fc10efb0-D8efEc6S.js b/assets/index-fc10efb0-CM7qMuFy.js
similarity index 96%
rename from assets/index-fc10efb0-D8efEc6S.js
rename to assets/index-fc10efb0-CM7qMuFy.js
index 529d89b..ad96a00 100644
--- a/assets/index-fc10efb0-D8efEc6S.js
+++ b/assets/index-fc10efb0-CM7qMuFy.js
@@ -1 +1 @@
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dir:",d);const u=e.insert("g").attr("class","root");t.nodes()?s.info("Recursive render XXX",t.nodes()):s.info("No nodes found for",t),t.edges().length>0&&s.trace("Recursive edges",t.edge(t.edges()[0]));const f=u.insert("g").attr("class","clusters"),h=u.insert("g").attr("class","edgePaths"),w=u.insert("g").attr("class","edgeLabels"),x=u.insert("g").attr("class","nodes");await Promise.all(t.nodes().map(async function(c){const o=t.node(c);if(i!==void 0){const b=JSON.parse(JSON.stringify(i.clusterData));s.info("Setting data for cluster XXX (",c,") ",b,i),t.setNode(i.id,b),t.parent(c)||(s.trace("Setting parent",c,i.id),t.setParent(c,i.id,b))}if(s.info("(Insert) Node XXX"+c+": "+JSON.stringify(t.node(c))),o&&o.clusterNode){s.info("Cluster identified",c,o.width,t.node(c));const b=await M(x,o.graph,n,r,t.node(c),a),E=b.elem;U(o,E),o.diff=b.diff||0,s.info("Node bounds (abc123)",c,o,o.width,o.x,o.y),W(E,o),s.warn("Recursive render complete ",E,o)}else t.children(c).length>0?(s.info("Cluster - the non recursive path XXX",c,o.id,o,t),s.info(C(o.id,t)),l[o.id]={id:C(o.id,t),node:o}):(s.info("Node - the non recursive path",c,o.id,o),await _(x,t.node(c),d))})),t.edges().forEach(function(c){const o=t.edge(c.v,c.w,c.name);s.info("Edge "+c.v+" -> "+c.w+": "+JSON.stringify(c)),s.info("Edge "+c.v+" -> "+c.w+": ",c," ",JSON.stringify(t.edge(c))),s.info("Fix",l,"ids:",c.v,c.w,"Translating: ",l[c.v],l[c.w]),z(w,o)}),t.edges().forEach(function(c){s.info("Edge "+c.v+" -> "+c.w+": "+JSON.stringify(c))}),s.info("#############################################"),s.info("###                Layout                 ###"),s.info("#############################################"),s.info(t),q(t),s.info("Graph after layout:",m(t));let v=0;const{subGraphTitleTotalMargin:y}=D(a);return rt(t).forEach(function(c){const o=t.node(c);s.info("Position "+c+": "+JSON.stringify(t.node(c))),s.info("Position "+c+": ("+o.x,","+o.y,") width: ",o.width," height: ",o.height),o&&o.clusterNode?(o.y+=y,O(o)):t.children(c).length>0?(o.height+=y,dt(f,o),l[o.id].node=o):(o.y+=y/2,O(o))}),t.edges().forEach(function(c){const o=t.edge(c);s.info("Edge "+c.v+" -> "+c.w+": "+JSON.stringify(o),o),o.points.forEach(E=>E.y+=y/2);const b=K(h,c,o,l,n,t,r);Q(o,b)}),t.nodes().forEach(function(c){const o=t.node(c);s.info(c,o.type,o.diff),o.type==="group"&&(v=o.diff)}),{elem:u,diff:v}},bt=async(e,t,n,r,i)=>{V(e,n,r,i),Y(),Z(),ut(),nt(),s.warn("Graph at first:",JSON.stringify(m(t))),st(t),s.warn("Graph after:",JSON.stringify(m(t)));const a=T();await M(e,t,r,i,void 0,a)};export{bt as r};
+import{q as N,G as A}from"./graph-BqpiDEwF.js";import{m as $,l as q}from"./layout-B2i1mAr6.js";import{c as H}from"./clone-DMS6tHY3.js";import{i as V,u as U,s as W,a as _,b as z,g as D,p as O,c as K,d as Q,e as Y,f as Z,h as J,j as p}from"./edges-d32062c0-DS1UiBKj.js";import{l as s,c as T,q as S,h as L}from"./mermaid.core-C-ipfzeP.js";import{c as I}from"./createText-6b48ae7d-CHYbp3CC.js";function m(e){var t={options:{directed:e.isDirected(),multigraph:e.isMultigraph(),compound:e.isCompound()},nodes:tt(e),edges:et(e)};return N(e.graph())||(t.value=H(e.graph())),t}function tt(e){return $(e.nodes(),function(t){var n=e.node(t),r=e.parent(t),i={v:t};return N(n)||(i.value=n),N(r)||(i.parent=r),i})}function et(e){return $(e.edges(),function(t){var n=e.edge(t),r={v:t.v,w:t.w};return N(t.name)||(r.name=t.name),N(n)||(r.value=n),r})}let l={},g={},R={};const nt=()=>{g={},R={},l={}},B=(e,t)=>(s.trace("In isDescendant",t," ",e," = ",g[t].includes(e)),!!g[t].includes(e)),it=(e,t)=>(s.info("Descendants of ",t," is ",g[t]),s.info("Edge is ",e),e.v===t||e.w===t?!1:g[t]?g[t].includes(e.v)||B(e.v,t)||B(e.w,t)||g[t].includes(e.w):(s.debug("Tilt, ",t,",not in descendants"),!1)),P=(e,t,n,r)=>{s.warn("Copying children of ",e,"root",r,"data",t.node(e),r);const i=t.children(e)||[];e!==r&&i.push(e),s.warn("Copying (nodes) clusterId",e,"nodes",i),i.forEach(a=>{if(t.children(a).length>0)P(a,t,n,r);else{const d=t.node(a);s.info("cp ",a," to ",r," with parent ",e),n.setNode(a,d),r!==t.parent(a)&&(s.warn("Setting parent",a,t.parent(a)),n.setParent(a,t.parent(a))),e!==r&&a!==e?(s.debug("Setting parent",a,e),n.setParent(a,e)):(s.info("In copy ",e,"root",r,"data",t.node(e),r),s.debug("Not Setting parent for node=",a,"cluster!==rootId",e!==r,"node!==clusterId",a!==e));const u=t.edges(a);s.debug("Copying Edges",u),u.forEach(f=>{s.info("Edge",f);const h=t.edge(f.v,f.w,f.name);s.info("Edge data",h,r);try{it(f,r)?(s.info("Copying as ",f.v,f.w,h,f.name),n.setEdge(f.v,f.w,h,f.name),s.info("newGraph edges ",n.edges(),n.edge(n.edges()[0]))):s.info("Skipping copy of edge ",f.v,"-->",f.w," rootId: ",r," clusterId:",e)}catch(w){s.error(w)}})}s.debug("Removing node",a),t.removeNode(a)})},k=(e,t)=>{const n=t.children(e);let r=[...n];for(const i of n)R[i]=e,r=[...r,...k(i,t)];return r},C=(e,t)=>{s.trace("Searching",e);const n=t.children(e);if(s.trace("Searching children of id ",e,n),n.length<1)return s.trace("This is a valid node",e),e;for(const r of n){const i=C(r,t);if(i)return s.trace("Found replacement for",e," => ",i),i}},X=e=>!l[e]||!l[e].externalConnections?e:l[e]?l[e].id:e,st=(e,t)=>{if(!e||t>10){s.debug("Opting out, no graph ");return}else s.debug("Opting in, graph ");e.nodes().forEach(function(n){e.children(n).length>0&&(s.warn("Cluster identified",n," Replacement id in edges: ",C(n,e)),g[n]=k(n,e),l[n]={id:C(n,e),clusterData:e.node(n)})}),e.nodes().forEach(function(n){const r=e.children(n),i=e.edges();r.length>0?(s.debug("Cluster identified",n,g),i.forEach(a=>{if(a.v!==n&&a.w!==n){const d=B(a.v,n),u=B(a.w,n);d^u&&(s.warn("Edge: ",a," leaves cluster ",n),s.warn("Descendants of XXX ",n,": ",g[n]),l[n].externalConnections=!0)}})):s.debug("Not a cluster ",n,g)});for(let n of Object.keys(l)){const r=l[n].id,i=e.parent(r);i!==n&&l[i]&&!l[i].externalConnections&&(l[n].id=i)}e.edges().forEach(function(n){const r=e.edge(n);s.warn("Edge "+n.v+" -> "+n.w+": "+JSON.stringify(n)),s.warn("Edge "+n.v+" -> "+n.w+": "+JSON.stringify(e.edge(n)));let i=n.v,a=n.w;if(s.warn("Fix XXX",l,"ids:",n.v,n.w,"Translating: ",l[n.v]," --- ",l[n.w]),l[n.v]&&l[n.w]&&l[n.v]===l[n.w]){s.warn("Fixing and trixing link to self - 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diff --git a/assets/index.html-6wIM4NbS.js b/assets/index.html-BPeqKIe1.js
similarity index 81%
rename from assets/index.html-6wIM4NbS.js
rename to assets/index.html-BPeqKIe1.js
index ccacd58..525e3a7 100644
--- a/assets/index.html-6wIM4NbS.js
+++ b/assets/index.html-BPeqKIe1.js
@@ -1 +1 @@
-import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as s,c as r,b as e,e as a,w as l,d as o}from"./app-B0fd3cYb.js";const c={},p=e("h1",{id:"available-components",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#available-components"},[e("span",null,"Available components")])],-1),d=e("p",null,"In this section, you can find a list of officially supported plugins for the taskiq.",-1);function m(u,h){const t=i("RouteLink");return s(),r("div",null,[p,d,e("ul",null,[e("li",null,[a(t,{to:"/available-components/brokers.html"},{default:l(()=>[o("Available brokers")]),_:1})]),e("li",null,[a(t,{to:"/available-components/middlewares.html"},{default:l(()=>[o("Available middlewares")]),_:1})]),e("li",null,[a(t,{to:"/available-components/result-backends.html"},{default:l(()=>[o("Available result backends")]),_:1})]),e("li",null,[a(t,{to:"/available-components/schedule-sources.html"},{default:l(()=>[o("Available schedule sources")]),_:1})])])])}const v=n(c,[["render",m],["__file","index.html.vue"]]),_=JSON.parse('{"path":"/available-components/","title":"Available components","lang":"en-US","frontmatter":{"order":1,"dir":{"order":4},"description":"Available components In this section, you can find a list of officially supported plugins for the taskiq.","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available components"}],["meta",{"property":"og:description","content":"Available components In this section, you can find a list of officially supported plugins for the taskiq."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available components\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/README.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
In this section, you can find a list of officially supported plugins for the taskiq.
\\n"}');export{v as comp,_ as data};
+import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as s,c as r,b as e,e as a,w as l,d as o}from"./app-jADuhdjP.js";const c={},p=e("h1",{id:"available-components",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#available-components"},[e("span",null,"Available components")])],-1),d=e("p",null,"In this section, you can find a list of officially supported plugins for the taskiq.",-1);function m(u,h){const t=i("RouteLink");return s(),r("div",null,[p,d,e("ul",null,[e("li",null,[a(t,{to:"/available-components/brokers.html"},{default:l(()=>[o("Available brokers")]),_:1})]),e("li",null,[a(t,{to:"/available-components/middlewares.html"},{default:l(()=>[o("Available middlewares")]),_:1})]),e("li",null,[a(t,{to:"/available-components/result-backends.html"},{default:l(()=>[o("Available result backends")]),_:1})]),e("li",null,[a(t,{to:"/available-components/schedule-sources.html"},{default:l(()=>[o("Available schedule sources")]),_:1})])])])}const v=n(c,[["render",m],["__file","index.html.vue"]]),_=JSON.parse('{"path":"/available-components/","title":"Available components","lang":"en-US","frontmatter":{"order":1,"dir":{"order":4},"description":"Available components In this section, you can find a list of officially supported plugins for the taskiq.","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available components"}],["meta",{"property":"og:description","content":"Available components In this section, you can find a list of officially supported plugins for the taskiq."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available components\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/README.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
In this section, you can find a list of officially supported plugins for the taskiq.
\\n"}');export{v as comp,_ as data};
diff --git a/assets/index.html-DVTPXSZ3.js b/assets/index.html-D_T4WVh8.js
similarity index 86%
rename from assets/index.html-DVTPXSZ3.js
rename to assets/index.html-D_T4WVh8.js
index e9d0489..44a9b90 100644
--- a/assets/index.html-DVTPXSZ3.js
+++ b/assets/index.html-D_T4WVh8.js
@@ -1 +1 @@
-import{_ as s}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as r,c as o,b as e,e as n,w as i,d as t}from"./app-B0fd3cYb.js";const c={},d=e("h1",{id:"extending-taskiq",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#extending-taskiq"},[e("span",null,"Extending taskiq")])],-1),h=e("p",null,"Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.",-1),u=e("p",null,[t("All abstract classes can be found in "),e("code",null,"taskiq.abc"),t(" package.")],-1),p=e("h2",{id:"contents",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#contents"},[e("span",null,"Contents:")])],-1);function m(k,g){const a=l("RouteLink");return r(),o("div",null,[d,h,u,p,e("ul",null,[e("li",null,[n(a,{to:"/extending-taskiq/broker.html"},{default:i(()=>[t("Brokers")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/middleware.html"},{default:i(()=>[t("Middlewares")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/result-backend.html"},{default:i(()=>[t("Result backends")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/cli.html"},{default:i(()=>[t("CLI")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/schedule-sources.html"},{default:i(()=>[t("Schedule sources")]),_:1})])])])}const f=s(c,[["render",m],["__file","index.html.vue"]]),_=JSON.parse('{"path":"/extending-taskiq/","title":"Extending taskiq","lang":"en-US","frontmatter":{"dir":{"order":3},"description":"Extending taskiq Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality. All abstra...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Extending taskiq"}],["meta",{"property":"og:description","content":"Extending taskiq Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality. All abstra..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Extending taskiq\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Contents:","slug":"contents","link":"#contents","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/README.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Taskiq is super extendable. The core library comes with different abstract classes.\\nYou can implement these abstract classes to extend functionality.
\\n
All abstract classes can be found in taskiq.abc package.
\\n
Contents:
\\n"}');export{f as comp,_ as data};
+import{_ as s}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as r,c as o,b as e,e as n,w as i,d as t}from"./app-jADuhdjP.js";const c={},d=e("h1",{id:"extending-taskiq",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#extending-taskiq"},[e("span",null,"Extending taskiq")])],-1),h=e("p",null,"Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.",-1),u=e("p",null,[t("All abstract classes can be found in "),e("code",null,"taskiq.abc"),t(" package.")],-1),p=e("h2",{id:"contents",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#contents"},[e("span",null,"Contents:")])],-1);function m(k,g){const a=l("RouteLink");return r(),o("div",null,[d,h,u,p,e("ul",null,[e("li",null,[n(a,{to:"/extending-taskiq/broker.html"},{default:i(()=>[t("Brokers")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/middleware.html"},{default:i(()=>[t("Middlewares")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/result-backend.html"},{default:i(()=>[t("Result backends")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/cli.html"},{default:i(()=>[t("CLI")]),_:1})]),e("li",null,[n(a,{to:"/extending-taskiq/schedule-sources.html"},{default:i(()=>[t("Schedule sources")]),_:1})])])])}const f=s(c,[["render",m],["__file","index.html.vue"]]),_=JSON.parse('{"path":"/extending-taskiq/","title":"Extending taskiq","lang":"en-US","frontmatter":{"dir":{"order":3},"description":"Extending taskiq Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality. All abstra...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Extending taskiq"}],["meta",{"property":"og:description","content":"Extending taskiq Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality. All abstra..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Extending taskiq\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Contents:","slug":"contents","link":"#contents","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/README.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Taskiq is super extendable. The core library comes with different abstract classes.\\nYou can implement these abstract classes to extend functionality.
\\n
All abstract classes can be found in taskiq.abc package.
\\n
Contents:
\\n"}');export{f as comp,_ as data};
diff --git a/assets/index.html-DpgZdJ46.js b/assets/index.html-DhU2V3Rf.js
similarity index 92%
rename from assets/index.html-DpgZdJ46.js
rename to assets/index.html-DhU2V3Rf.js
index d0c601b..f2d973f 100644
--- a/assets/index.html-DpgZdJ46.js
+++ b/assets/index.html-DhU2V3Rf.js
@@ -1 +1 @@
-import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as e,c as n,a}from"./app-B0fd3cYb.js";const i={},r=a('
Introduction
What is taskiq
Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.
Why not use existing libraries?
We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.
You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.
Feature nameTaskiqArqAioTasks
Actively maintained✅✅❌
Multiple broker backends✅❌✅
Multiple result backends✅❌❌
Have a rich documentation✅❌❌
Startup & Shutdown events✅✅❌
Have ability to abort tasks❌✅❌
Custom serializers✅✅❌
Dependency injection✅❌❌
Task pipelines✅✅❌
Task schedules✅✅❌
Global middlewares✅❌❌
If you have a fully synchronous project, consider using celery or dramatiq instead.
',9),s=[r];function l(o,d){return e(),n("div",null,s)}const h=t(i,[["render",l],["__file","index.html.vue"]]),u=JSON.parse('{"path":"/guide/","title":"Introduction","lang":"en-US","frontmatter":{"order":1,"dir":{"order":1},"description":"Introduction What is taskiq Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Introduction"}],["meta",{"property":"og:description","content":"Introduction What is taskiq Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Introduction\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"What is taskiq","slug":"what-is-taskiq","link":"#what-is-taskiq","children":[]},{"level":2,"title":"Why not use existing libraries?","slug":"why-not-use-existing-libraries","link":"#why-not-use-existing-libraries","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/README.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
What is taskiq
\\n
Taskiq is a library that helps you send and process python functions in a distributed manner.\\nFor example, you have many heavy to calculate functions you want to execute on another server.\\nYou can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
"}');export{h as comp,u as data};
+import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as e,c as n,a}from"./app-jADuhdjP.js";const i={},r=a('
Introduction
What is taskiq
Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.
Why not use existing libraries?
We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.
You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.
Feature nameTaskiqArqAioTasks
Actively maintained✅✅❌
Multiple broker backends✅❌✅
Multiple result backends✅❌❌
Have a rich documentation✅❌❌
Startup & Shutdown events✅✅❌
Have ability to abort tasks❌✅❌
Custom serializers✅✅❌
Dependency injection✅❌❌
Task pipelines✅✅❌
Task schedules✅✅❌
Global middlewares✅❌❌
If you have a fully synchronous project, consider using celery or dramatiq instead.
',9),s=[r];function l(o,d){return e(),n("div",null,s)}const h=t(i,[["render",l],["__file","index.html.vue"]]),u=JSON.parse('{"path":"/guide/","title":"Introduction","lang":"en-US","frontmatter":{"order":1,"dir":{"order":1},"description":"Introduction What is taskiq Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Introduction"}],["meta",{"property":"og:description","content":"Introduction What is taskiq Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Introduction\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"What is taskiq","slug":"what-is-taskiq","link":"#what-is-taskiq","children":[]},{"level":2,"title":"Why not use existing libraries?","slug":"why-not-use-existing-libraries","link":"#why-not-use-existing-libraries","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/README.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
What is taskiq
\\n
Taskiq is a library that helps you send and process python functions in a distributed manner.\\nFor example, you have many heavy to calculate functions you want to execute on another server.\\nYou can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
"}');export{h as comp,u as data};
diff --git a/assets/index.html-BAdt9pMO.js b/assets/index.html-MEwknYNr.js
similarity index 91%
rename from assets/index.html-BAdt9pMO.js
rename to assets/index.html-MEwknYNr.js
index 5909bef..dacbdb6 100644
--- a/assets/index.html-BAdt9pMO.js
+++ b/assets/index.html-MEwknYNr.js
@@ -1,2 +1,2 @@
-import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as e,c as a,a as n}from"./app-B0fd3cYb.js";const s={},o=n(`
What is taskiq in a nutshell
Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible.
It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features. Also, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.
Installation
You can install taskiq with pip or your favorite dependency manager:
pip install taskiq
-
`,6),i=[o];function r(l,c){return e(),a("div",null,i)}const m=t(s,[["render",r],["__file","index.html.vue"]]),h=JSON.parse(`{"path":"/","title":"Task manager for asyncio","lang":"en-US","frontmatter":{"title":"Task manager for asyncio","home":true,"heroImage":"logo.svg","heroAlt":"logo","heroText":"Taskiq python","actions":[{"text":"Get Started","link":"/guide/getting-started.html","type":"primary"},{"text":"Introduction","link":"/guide/","type":"secondary"}],"head":[["meta",{"name":"google-site-verification","content":"hQCR5w2tmeuOvYIYXsOYU3u4kLNwT86lnqltANYlRQ0"}],["meta",{"name":"msvalidate.01","content":"97DC185FE0A2F5B123861F0790FDFB26"}],["meta",{"name":"yandex-verification","content":"9b105f7c58cbc920"}],["meta",{"property":"og:url","content":"https://taskiq-python.github.io/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Task manager for asyncio"}],["meta",{"property":"og:description","content":"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace..."}],["meta",{"property":"og:type","content":"website"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"WebPage\\",\\"name\\":\\"Task manager for asyncio\\",\\"description\\":\\"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace...\\"}"]],"features":[{"title":"Production ready","details":"Taskiq has proven that it can run in heavy production systems with high load."},{"title":"Fully asynchronous","details":"Taskiq can run both sync and async functions. You don't have to worry about it."},{"title":"Easily extensible","details":"Taskiq has a lot of replaceable components. It's super easy to implement your own broker or middleware."},{"title":"Strongly typed","details":"Taskiq provides correct autocompletion for most of its functionality."}],"footer":"MIT Licensed | Copyright© 2022-2023","description":"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace..."},"headers":[{"level":2,"title":"What is taskiq in a nutshell","slug":"what-is-taskiq-in-a-nutshell","link":"#what-is-taskiq-in-a-nutshell","children":[]},{"level":2,"title":"Installation","slug":"installation","link":"#installation","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"README.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"
What is taskiq in a nutshell
\\n
Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern\\nand flexible.
\\n
It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features.\\nAlso, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.
"}`);export{m as comp,h as data};
+import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as e,c as a,a as n}from"./app-jADuhdjP.js";const s={},o=n(`
What is taskiq in a nutshell
Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible.
It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features. Also, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.
Installation
You can install taskiq with pip or your favorite dependency manager:
pip install taskiq
+
`,6),i=[o];function r(l,c){return e(),a("div",null,i)}const m=t(s,[["render",r],["__file","index.html.vue"]]),h=JSON.parse(`{"path":"/","title":"Task manager for asyncio","lang":"en-US","frontmatter":{"title":"Task manager for asyncio","home":true,"heroImage":"logo.svg","heroAlt":"logo","heroText":"Taskiq python","actions":[{"text":"Get Started","link":"/guide/getting-started.html","type":"primary"},{"text":"Introduction","link":"/guide/","type":"secondary"}],"head":[["meta",{"name":"google-site-verification","content":"hQCR5w2tmeuOvYIYXsOYU3u4kLNwT86lnqltANYlRQ0"}],["meta",{"name":"msvalidate.01","content":"97DC185FE0A2F5B123861F0790FDFB26"}],["meta",{"name":"yandex-verification","content":"9b105f7c58cbc920"}],["meta",{"property":"og:url","content":"https://taskiq-python.github.io/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Task manager for asyncio"}],["meta",{"property":"og:description","content":"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace..."}],["meta",{"property":"og:type","content":"website"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"WebPage\\",\\"name\\":\\"Task manager for asyncio\\",\\"description\\":\\"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace...\\"}"]],"features":[{"title":"Production ready","details":"Taskiq has proven that it can run in heavy production systems with high load."},{"title":"Fully asynchronous","details":"Taskiq can run both sync and async functions. You don't have to worry about it."},{"title":"Easily extensible","details":"Taskiq has a lot of replaceable components. It's super easy to implement your own broker or middleware."},{"title":"Strongly typed","details":"Taskiq provides correct autocompletion for most of its functionality."}],"footer":"MIT Licensed | Copyright© 2022-2023","description":"What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible. It's not a drop-in replace..."},"headers":[{"level":2,"title":"What is taskiq in a nutshell","slug":"what-is-taskiq-in-a-nutshell","link":"#what-is-taskiq-in-a-nutshell","children":[]},{"level":2,"title":"Installation","slug":"installation","link":"#installation","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"README.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"
What is taskiq in a nutshell
\\n
Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern\\nand flexible.
\\n
It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features.\\nAlso, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.
"}`);export{m as comp,h as data};
diff --git a/assets/index.html-hKugmLE0.js b/assets/index.html-YlfwsOaT.js
similarity index 81%
rename from assets/index.html-hKugmLE0.js
rename to assets/index.html-YlfwsOaT.js
index d898511..9677acb 100644
--- a/assets/index.html-hKugmLE0.js
+++ b/assets/index.html-YlfwsOaT.js
@@ -1 +1 @@
-import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as a,c as n,b as e}from"./app-B0fd3cYb.js";const o={},i=e("h1",{id:"framework-integrations",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#framework-integrations"},[e("span",null,"Framework integrations")])],-1),r=e("p",null,"Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!",-1),s=e("p",null,"Integrations with frameworks add two things:",-1),d=e("ol",null,[e("li",null,"Startup and Shutdown events;"),e("li",null,"Dependencies to use in your handler.")],-1),m=[i,r,s,d];function p(l,c){return a(),n("div",null,m)}const w=t(o,[["render",p],["__file","index.html.vue"]]),k=JSON.parse(`{"path":"/framework_integrations/","title":"Framework integrations","lang":"en-US","frontmatter":{"order":1,"dir":{"order":2},"description":"Framework integrations Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework eas...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Framework integrations"}],["meta",{"property":"og:description","content":"Framework integrations Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework eas..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Framework integrations\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/README.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!
\\n
Integrations with frameworks add two things:
\\n
    \\n
  1. Startup and Shutdown events;
    2. \\n
  2. Dependencies to use in your handler.
    3. \\n
"}`);export{w as comp,k as data};
+import{_ as t}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as a,c as n,b as e}from"./app-jADuhdjP.js";const o={},i=e("h1",{id:"framework-integrations",tabindex:"-1"},[e("a",{class:"header-anchor",href:"#framework-integrations"},[e("span",null,"Framework integrations")])],-1),r=e("p",null,"Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!",-1),s=e("p",null,"Integrations with frameworks add two things:",-1),d=e("ol",null,[e("li",null,"Startup and Shutdown events;"),e("li",null,"Dependencies to use in your handler.")],-1),m=[i,r,s,d];function p(l,c){return a(),n("div",null,m)}const w=t(o,[["render",p],["__file","index.html.vue"]]),k=JSON.parse(`{"path":"/framework_integrations/","title":"Framework integrations","lang":"en-US","frontmatter":{"order":1,"dir":{"order":2},"description":"Framework integrations Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework eas...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Framework integrations"}],["meta",{"property":"og:description","content":"Framework integrations Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework eas..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Framework integrations\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/README.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!
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Integrations with frameworks add two things:
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diff --git a/assets/infoDiagram-bcd20f53-BIcinyh4.js b/assets/infoDiagram-bcd20f53-B1gEzowG.js
similarity index 98%
rename from assets/infoDiagram-bcd20f53-BIcinyh4.js
rename to assets/infoDiagram-bcd20f53-B1gEzowG.js
index cb93b88..ca8789d 100644
--- a/assets/infoDiagram-bcd20f53-BIcinyh4.js
+++ b/assets/infoDiagram-bcd20f53-B1gEzowG.js
@@ -1,4 +1,4 @@
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+import{l as Y,aK as D,i as M}from"./mermaid.core-C-ipfzeP.js";import"./app-jADuhdjP.js";var O=function(){var a=function(u,t,e,n){for(e=e||{},n=u.length;n--;e[u[n]]=t);return e},f=[6,9,10],m={trace:function(){},yy:{},symbols_:{error:2,start:3,info:4,document:5,EOF:6,line:7,statement:8,NL:9,showInfo:10,$accept:0,$end:1},terminals_:{2:"error",4:"info",6:"EOF",9:"NL",10:"showInfo"},productions_:[0,[3,3],[5,0],[5,2],[7,1],[7,1],[8,1]],performAction:function(t,e,n,s,r,i,d){switch(i.length-1,r){case 1:return s;case 4:break;case 6:s.setInfo(!0);break}},table:[{3:1,4:[1,2]},{1:[3]},a(f,[2,2],{5:3}),{6:[1,4],7:5,8:6,9:[1,7],10:[1,8]},{1:[2,1]},a(f,[2,3]),a(f,[2,4]),a(f,[2,5]),a(f,[2,6])],defaultActions:{4:[2,1]},parseError:function(t,e){if(e.recoverable)this.trace(t);else{var n=new Error(t);throw n.hash=e,n}},parse:function(t){var e=this,n=[0],s=[],r=[null],i=[],d=this.table,P="",v=0,L=0,N=2,T=1,R=i.slice.call(arguments,1),o=Object.create(this.lexer),p={yy:{}};for(var E in this.yy)Object.prototype.hasOwnProperty.call(this.yy,E)&&(p.yy[E]=this.yy[E]);o.setInput(t,p.yy),p.yy.lexer=o,p.yy.parser=this,typeof o.yylloc>"u"&&(o.yylloc={});var I=o.yylloc;i.push(I);var z=o.options&&o.options.ranges;typeof p.yy.parseError=="function"?this.parseError=p.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function U(){var y;return y=s.pop()||o.lex()||T,typeof y!="number"&&(y instanceof Array&&(s=y,y=s.pop()),y=e.symbols_[y]||y),y}for(var l,g,h,w,_={},b,c,F,S;;){if(g=n[n.length-1],this.defaultActions[g]?h=this.defaultActions[g]:((l===null||typeof l>"u")&&(l=U()),h=d[g]&&d[g][l]),typeof h>"u"||!h.length||!h[0]){var A="";S=[];for(b in d[g])this.terminals_[b]&&b>N&&S.push("'"+this.terminals_[b]+"'");o.showPosition?A="Parse error on line "+(v+1)+`:
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diff --git a/assets/journeyDiagram-4fe6b3dc-BjI4ODEy.js b/assets/journeyDiagram-4fe6b3dc-BKWXBz7k.js
similarity index 98%
rename from assets/journeyDiagram-4fe6b3dc-BjI4ODEy.js
rename to assets/journeyDiagram-4fe6b3dc-BKWXBz7k.js
index 0a4bdc8..b243e7b 100644
--- a/assets/journeyDiagram-4fe6b3dc-BjI4ODEy.js
+++ b/assets/journeyDiagram-4fe6b3dc-BKWXBz7k.js
@@ -1,4 +1,4 @@
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diff --git a/assets/layout-DNn7Y9VF.js b/assets/layout-B2i1mAr6.js
similarity index 99%
rename from assets/layout-DNn7Y9VF.js
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index aa3b005..a861ba6 100644
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e,i,r,n,o,s,a,l,h,u,f;if(this.primaryTextColor=this.primaryTextColor||(this.darkMode?"#eee":"#333"),this.secondaryColor=this.secondaryColor||g(this.primaryColor,{h:-120}),this.tertiaryColor=this.tertiaryColor||g(this.primaryColor,{h:180,l:5}),this.primaryBorderColor=this.primaryBorderColor||ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=this.secondaryBorderColor||ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=this.tertiaryBorderColor||ct(this.tertiaryColor,this.darkMode),this.noteBorderColor=this.noteBorderColor||ct(this.noteBkgColor,this.darkMode),this.noteBkgColor=this.noteBkgColor||"#fff5ad",this.noteTextColor=this.noteTextColor||"#333",this.secondaryTextColor=this.secondaryTextColor||C(this.secondaryColor),this.tertiaryTextColor=this.tertiaryTextColor||C(this.tertiaryColor),this.lineColor=this.lineColor||C(this.background),this.arrowheadColor=this.arrowheadColor||C(this.background),this.textColor=this.textColor||this.primaryTextColor,this.border2=this.border2||this.tertiaryBorderColor,this.nodeBkg=this.nodeBkg||this.primaryColor,this.mainBkg=this.mainBkg||this.primaryColor,this.nodeBorder=this.nodeBorder||this.primaryBorderColor,this.clusterBkg=this.clusterBkg||this.tertiaryColor,this.clusterBorder=this.clusterBorder||this.tertiaryBorderColor,this.defaultLinkColor=this.defaultLinkColor||this.lineColor,this.titleColor=this.titleColor||this.tertiaryTextColor,this.edgeLabelBackground=this.edgeLabelBackground||(this.darkMode?M(this.secondaryColor,30):this.secondaryColor),this.nodeTextColor=this.nodeTextColor||this.primaryTextColor,this.actorBorder=this.actorBorder||this.primaryBorderColor,this.actorBkg=this.actorBkg||this.mainBkg,this.actorTextColor=this.actorTextColor||this.primaryTextColor,this.actorLineColor=this.actorLineColor||"grey",this.labelBoxBkgColor=this.labelBoxBkgColor||this.actorBkg,this.signalColor=this.signalColor||this.textColor,this.signalTextColor=this.signalTextColor||this.textColor,this.labelBoxBorderColor=this.labelBoxBorderColor||this.actorBorder,this.labelTextColor=this.labelTextColor||this.actorTextColor,this.loopTextColor=this.loopTextColor||this.actorTextColor,this.activationBorderColor=this.activationBorderColor||M(this.secondaryColor,10),this.activationBkgColor=this.activationBkgColor||this.secondaryColor,this.sequenceNumberColor=this.sequenceNumberColor||C(this.lineColor),this.sectionBkgColor=this.sectionBkgColor||this.tertiaryColor,this.altSectionBkgColor=this.altSectionBkgColor||"white",this.sectionBkgColor=this.sectionBkgColor||this.secondaryColor,this.sectionBkgColor2=this.sectionBkgColor2||this.primaryColor,this.excludeBkgColor=this.excludeBkgColor||"#eeeeee",this.taskBorderColor=this.taskBorderColor||this.primaryBorderColor,this.taskBkgColor=this.taskBkgColor||this.primaryColor,this.activeTaskBorderColor=this.activeTaskBorderColor||this.primaryColor,this.activeTaskBkgColor=this.activeTaskBkgColor||L(this.primaryColor,23),this.gridColor=this.gridColor||"lightgrey",this.doneTaskBkgColor=this.doneTaskBkgColor||"lightgrey",this.doneTaskBorderColor=this.doneTaskBorderColor||"grey",this.critBorderColor=this.critBorderColor||"#ff8888",this.critBkgColor=this.critBkgColor||"red",this.todayLineColor=this.todayLineColor||"red",this.taskTextColor=this.taskTextColor||this.textColor,this.taskTextOutsideColor=this.taskTextOutsideColor||this.textColor,this.taskTextLightColor=this.taskTextLightColor||this.textColor,this.taskTextColor=this.taskTextColor||this.primaryTextColor,this.taskTextDarkColor=this.taskTextDarkColor||this.textColor,this.taskTextClickableColor=this.taskTextClickableColor||"#003163",this.personBorder=this.personBorder||this.primaryBorderColor,this.personBkg=this.personBkg||this.mainBkg,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||this.tertiaryColor,this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.nodeBorder,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.specialStateColor=this.lineColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210,l:150}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.darkMode)for(let p=0;p{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const i0=t=>{const e=new e0;return e.calculate(t),e};let r0=class{constructor(){this.background="#333",this.primaryColor="#1f2020",this.secondaryColor=L(this.primaryColor,16),this.tertiaryColor=g(this.primaryColor,{h:-160}),this.primaryBorderColor=C(this.background),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.tertiaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.mainBkg="#1f2020",this.secondBkg="calculated",this.mainContrastColor="lightgrey",this.darkTextColor=L(C("#323D47"),10),this.lineColor="calculated",this.border1="#81B1DB",this.border2=ii(255,255,255,.25),this.arrowheadColor="calculated",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#181818",this.textColor="#ccc",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#F9FFFE",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="calculated",this.activationBkgColor="calculated",this.sequenceNumberColor="black",this.sectionBkgColor=M("#EAE8D9",30),this.altSectionBkgColor="calculated",this.sectionBkgColor2="#EAE8D9",this.excludeBkgColor=M(this.sectionBkgColor,10),this.taskBorderColor=ii(255,255,255,70),this.taskBkgColor="calculated",this.taskTextColor="calculated",this.taskTextLightColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor=ii(255,255,255,50),this.activeTaskBkgColor="#81B1DB",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="grey",this.critBorderColor="#E83737",this.critBkgColor="#E83737",this.taskTextDarkColor="calculated",this.todayLineColor="#DB5757",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="calculated",this.errorBkgColor="#a44141",this.errorTextColor="#ddd"}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.secondBkg=L(this.mainBkg,16),this.lineColor=this.mainContrastColor,this.arrowheadColor=this.mainContrastColor,this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.edgeLabelBackground=L(this.labelBackground,25),this.actorBorder=this.border1,this.actorBkg=this.mainBkg,this.actorTextColor=this.mainContrastColor,this.actorLineColor=this.mainContrastColor,this.signalColor=this.mainContrastColor,this.signalTextColor=this.mainContrastColor,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.mainContrastColor,this.loopTextColor=this.mainContrastColor,this.noteBorderColor=this.secondaryBorderColor,this.noteBkgColor=this.secondBkg,this.noteTextColor=this.secondaryTextColor,this.activationBorderColor=this.border1,this.activationBkgColor=this.secondBkg,this.altSectionBkgColor=this.background,this.taskBkgColor=L(this.mainBkg,23),this.taskTextColor=this.darkTextColor,this.taskTextLightColor=this.mainContrastColor,this.taskTextOutsideColor=this.taskTextLightColor,this.gridColor=this.mainContrastColor,this.doneTaskBkgColor=this.mainContrastColor,this.taskTextDarkColor=this.darkTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#555",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.primaryBorderColor,this.specialStateColor="#f4f4f4",this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=g(this.primaryColor,{h:64}),this.fillType3=g(this.secondaryColor,{h:64}),this.fillType4=g(this.primaryColor,{h:-64}),this.fillType5=g(this.secondaryColor,{h:-64}),this.fillType6=g(this.primaryColor,{h:128}),this.fillType7=g(this.secondaryColor,{h:128}),this.cScale1=this.cScale1||"#0b0000",this.cScale2=this.cScale2||"#4d1037",this.cScale3=this.cScale3||"#3f5258",this.cScale4=this.cScale4||"#4f2f1b",this.cScale5=this.cScale5||"#6e0a0a",this.cScale6=this.cScale6||"#3b0048",this.cScale7=this.cScale7||"#995a01",this.cScale8=this.cScale8||"#154706",this.cScale9=this.cScale9||"#161722",this.cScale10=this.cScale10||"#00296f",this.cScale11=this.cScale11||"#01629c",this.cScale12=this.cScale12||"#010029",this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330});for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const n0=t=>{const e=new r0;return e.calculate(t),e};let o0=class{constructor(){this.background="#f4f4f4",this.primaryColor="#ECECFF",this.secondaryColor=g(this.primaryColor,{h:120}),this.secondaryColor="#ffffde",this.tertiaryColor=g(this.primaryColor,{h:-160}),this.primaryBorderColor=ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.tertiaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.background="white",this.mainBkg="#ECECFF",this.secondBkg="#ffffde",this.lineColor="#333333",this.border1="#9370DB",this.border2="#aaaa33",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#e8e8e8",this.textColor="#333",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="calculated",this.sectionBkgColor2="calculated",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="calculated",this.taskTextColor=this.taskTextLightColor,this.taskTextDarkColor="calculated",this.taskTextOutsideColor=this.taskTextDarkColor,this.taskTextClickableColor="calculated",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBorderColor="calculated",this.critBkgColor="calculated",this.todayLineColor="calculated",this.sectionBkgColor=ii(102,102,255,.49),this.altSectionBkgColor="white",this.sectionBkgColor2="#fff400",this.taskBorderColor="#534fbc",this.taskBkgColor="#8a90dd",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="#534fbc",this.activeTaskBkgColor="#bfc7ff",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222",this.updateColors()}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.cScalePeer1=this.cScalePeer1||M(this.secondaryColor,45),this.cScalePeer2=this.cScalePeer2||M(this.tertiaryColor,40);for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const s0=t=>{const e=new o0;return e.calculate(t),e};let a0=class{constructor(){this.background="#f4f4f4",this.primaryColor="#cde498",this.secondaryColor="#cdffb2",this.background="white",this.mainBkg="#cde498",this.secondBkg="#cdffb2",this.lineColor="green",this.border1="#13540c",this.border2="#6eaa49",this.arrowheadColor="green",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.tertiaryColor=L("#cde498",10),this.primaryBorderColor=ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.primaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#333",this.edgeLabelBackground="#e8e8e8",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="#333",this.signalTextColor="#333",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="#326932",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="#6eaa49",this.altSectionBkgColor="white",this.sectionBkgColor2="#6eaa49",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="#487e3a",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.actorBorder=M(this.mainBkg,20),this.actorBkg=this.mainBkg,this.labelBoxBkgColor=this.actorBkg,this.labelTextColor=this.actorTextColor,this.loopTextColor=this.actorTextColor,this.noteBorderColor=this.border2,this.noteTextColor=this.actorTextColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.cScalePeer1=this.cScalePeer1||M(this.secondaryColor,45),this.cScalePeer2=this.cScalePeer2||M(this.tertiaryColor,40);for(let 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e,i,r,n,o,s,a,l,h,u,f;if(this.primaryTextColor=this.primaryTextColor||(this.darkMode?"#eee":"#333"),this.secondaryColor=this.secondaryColor||g(this.primaryColor,{h:-120}),this.tertiaryColor=this.tertiaryColor||g(this.primaryColor,{h:180,l:5}),this.primaryBorderColor=this.primaryBorderColor||ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=this.secondaryBorderColor||ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=this.tertiaryBorderColor||ct(this.tertiaryColor,this.darkMode),this.noteBorderColor=this.noteBorderColor||ct(this.noteBkgColor,this.darkMode),this.noteBkgColor=this.noteBkgColor||"#fff5ad",this.noteTextColor=this.noteTextColor||"#333",this.secondaryTextColor=this.secondaryTextColor||C(this.secondaryColor),this.tertiaryTextColor=this.tertiaryTextColor||C(this.tertiaryColor),this.lineColor=this.lineColor||C(this.background),this.arrowheadColor=this.arrowheadColor||C(this.background),this.textColor=this.textColor||this.primaryTextColor,this.border2=this.border2||this.tertiaryBorderColor,this.nodeBkg=this.nodeBkg||this.primaryColor,this.mainBkg=this.mainBkg||this.primaryColor,this.nodeBorder=this.nodeBorder||this.primaryBorderColor,this.clusterBkg=this.clusterBkg||this.tertiaryColor,this.clusterBorder=this.clusterBorder||this.tertiaryBorderColor,this.defaultLinkColor=this.defaultLinkColor||this.lineColor,this.titleColor=this.titleColor||this.tertiaryTextColor,this.edgeLabelBackground=this.edgeLabelBackground||(this.darkMode?M(this.secondaryColor,30):this.secondaryColor),this.nodeTextColor=this.nodeTextColor||this.primaryTextColor,this.actorBorder=this.actorBorder||this.primaryBorderColor,this.actorBkg=this.actorBkg||this.mainBkg,this.actorTextColor=this.actorTextColor||this.primaryTextColor,this.actorLineColor=this.actorLineColor||"grey",this.labelBoxBkgColor=this.labelBoxBkgColor||this.actorBkg,this.signalColor=this.signalColor||this.textColor,this.signalTextColor=this.signalTextColor||this.textColor,this.labelBoxBorderColor=this.labelBoxBorderColor||this.actorBorder,this.labelTextColor=this.labelTextColor||this.actorTextColor,this.loopTextColor=this.loopTextColor||this.actorTextColor,this.activationBorderColor=this.activationBorderColor||M(this.secondaryColor,10),this.activationBkgColor=this.activationBkgColor||this.secondaryColor,this.sequenceNumberColor=this.sequenceNumberColor||C(this.lineColor),this.sectionBkgColor=this.sectionBkgColor||this.tertiaryColor,this.altSectionBkgColor=this.altSectionBkgColor||"white",this.sectionBkgColor=this.sectionBkgColor||this.secondaryColor,this.sectionBkgColor2=this.sectionBkgColor2||this.primaryColor,this.excludeBkgColor=this.excludeBkgColor||"#eeeeee",this.taskBorderColor=this.taskBorderColor||this.primaryBorderColor,this.taskBkgColor=this.taskBkgColor||this.primaryColor,this.activeTaskBorderColor=this.activeTaskBorderColor||this.primaryColor,this.activeTaskBkgColor=this.activeTaskBkgColor||L(this.primaryColor,23),this.gridColor=this.gridColor||"lightgrey",this.doneTaskBkgColor=this.doneTaskBkgColor||"lightgrey",this.doneTaskBorderColor=this.doneTaskBorderColor||"grey",this.critBorderColor=this.critBorderColor||"#ff8888",this.critBkgColor=this.critBkgColor||"red",this.todayLineColor=this.todayLineColor||"red",this.taskTextColor=this.taskTextColor||this.textColor,this.taskTextOutsideColor=this.taskTextOutsideColor||this.textColor,this.taskTextLightColor=this.taskTextLightColor||this.textColor,this.taskTextColor=this.taskTextColor||this.primaryTextColor,this.taskTextDarkColor=this.taskTextDarkColor||this.textColor,this.taskTextClickableColor=this.taskTextClickableColor||"#003163",this.personBorder=this.personBorder||this.primaryBorderColor,this.personBkg=this.personBkg||this.mainBkg,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||this.tertiaryColor,this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.nodeBorder,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.specialStateColor=this.lineColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210,l:150}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.darkMode)for(let p=0;p{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const r0=t=>{const e=new i0;return e.calculate(t),e};let n0=class{constructor(){this.background="#333",this.primaryColor="#1f2020",this.secondaryColor=L(this.primaryColor,16),this.tertiaryColor=g(this.primaryColor,{h:-160}),this.primaryBorderColor=C(this.background),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.tertiaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.mainBkg="#1f2020",this.secondBkg="calculated",this.mainContrastColor="lightgrey",this.darkTextColor=L(C("#323D47"),10),this.lineColor="calculated",this.border1="#81B1DB",this.border2=ii(255,255,255,.25),this.arrowheadColor="calculated",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#181818",this.textColor="#ccc",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#F9FFFE",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="calculated",this.activationBkgColor="calculated",this.sequenceNumberColor="black",this.sectionBkgColor=M("#EAE8D9",30),this.altSectionBkgColor="calculated",this.sectionBkgColor2="#EAE8D9",this.excludeBkgColor=M(this.sectionBkgColor,10),this.taskBorderColor=ii(255,255,255,70),this.taskBkgColor="calculated",this.taskTextColor="calculated",this.taskTextLightColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor=ii(255,255,255,50),this.activeTaskBkgColor="#81B1DB",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="grey",this.critBorderColor="#E83737",this.critBkgColor="#E83737",this.taskTextDarkColor="calculated",this.todayLineColor="#DB5757",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="calculated",this.errorBkgColor="#a44141",this.errorTextColor="#ddd"}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.secondBkg=L(this.mainBkg,16),this.lineColor=this.mainContrastColor,this.arrowheadColor=this.mainContrastColor,this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.edgeLabelBackground=L(this.labelBackground,25),this.actorBorder=this.border1,this.actorBkg=this.mainBkg,this.actorTextColor=this.mainContrastColor,this.actorLineColor=this.mainContrastColor,this.signalColor=this.mainContrastColor,this.signalTextColor=this.mainContrastColor,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.mainContrastColor,this.loopTextColor=this.mainContrastColor,this.noteBorderColor=this.secondaryBorderColor,this.noteBkgColor=this.secondBkg,this.noteTextColor=this.secondaryTextColor,this.activationBorderColor=this.border1,this.activationBkgColor=this.secondBkg,this.altSectionBkgColor=this.background,this.taskBkgColor=L(this.mainBkg,23),this.taskTextColor=this.darkTextColor,this.taskTextLightColor=this.mainContrastColor,this.taskTextOutsideColor=this.taskTextLightColor,this.gridColor=this.mainContrastColor,this.doneTaskBkgColor=this.mainContrastColor,this.taskTextDarkColor=this.darkTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#555",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.primaryBorderColor,this.specialStateColor="#f4f4f4",this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=g(this.primaryColor,{h:64}),this.fillType3=g(this.secondaryColor,{h:64}),this.fillType4=g(this.primaryColor,{h:-64}),this.fillType5=g(this.secondaryColor,{h:-64}),this.fillType6=g(this.primaryColor,{h:128}),this.fillType7=g(this.secondaryColor,{h:128}),this.cScale1=this.cScale1||"#0b0000",this.cScale2=this.cScale2||"#4d1037",this.cScale3=this.cScale3||"#3f5258",this.cScale4=this.cScale4||"#4f2f1b",this.cScale5=this.cScale5||"#6e0a0a",this.cScale6=this.cScale6||"#3b0048",this.cScale7=this.cScale7||"#995a01",this.cScale8=this.cScale8||"#154706",this.cScale9=this.cScale9||"#161722",this.cScale10=this.cScale10||"#00296f",this.cScale11=this.cScale11||"#01629c",this.cScale12=this.cScale12||"#010029",this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330});for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const o0=t=>{const e=new n0;return e.calculate(t),e};let s0=class{constructor(){this.background="#f4f4f4",this.primaryColor="#ECECFF",this.secondaryColor=g(this.primaryColor,{h:120}),this.secondaryColor="#ffffde",this.tertiaryColor=g(this.primaryColor,{h:-160}),this.primaryBorderColor=ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.tertiaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.background="white",this.mainBkg="#ECECFF",this.secondBkg="#ffffde",this.lineColor="#333333",this.border1="#9370DB",this.border2="#aaaa33",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#e8e8e8",this.textColor="#333",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="calculated",this.sectionBkgColor2="calculated",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="calculated",this.taskTextColor=this.taskTextLightColor,this.taskTextDarkColor="calculated",this.taskTextOutsideColor=this.taskTextDarkColor,this.taskTextClickableColor="calculated",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBorderColor="calculated",this.critBkgColor="calculated",this.todayLineColor="calculated",this.sectionBkgColor=ii(102,102,255,.49),this.altSectionBkgColor="white",this.sectionBkgColor2="#fff400",this.taskBorderColor="#534fbc",this.taskBkgColor="#8a90dd",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="#534fbc",this.activeTaskBkgColor="#bfc7ff",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222",this.updateColors()}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.cScalePeer1=this.cScalePeer1||M(this.secondaryColor,45),this.cScalePeer2=this.cScalePeer2||M(this.tertiaryColor,40);for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const a0=t=>{const e=new s0;return e.calculate(t),e};let l0=class{constructor(){this.background="#f4f4f4",this.primaryColor="#cde498",this.secondaryColor="#cdffb2",this.background="white",this.mainBkg="#cde498",this.secondBkg="#cdffb2",this.lineColor="green",this.border1="#13540c",this.border2="#6eaa49",this.arrowheadColor="green",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.tertiaryColor=L("#cde498",10),this.primaryBorderColor=ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.primaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#333",this.edgeLabelBackground="#e8e8e8",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="#333",this.signalTextColor="#333",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="#326932",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="#6eaa49",this.altSectionBkgColor="white",this.sectionBkgColor2="#6eaa49",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="#487e3a",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.actorBorder=M(this.mainBkg,20),this.actorBkg=this.mainBkg,this.labelBoxBkgColor=this.actorBkg,this.labelTextColor=this.actorTextColor,this.loopTextColor=this.actorTextColor,this.noteBorderColor=this.border2,this.noteTextColor=this.actorTextColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||g(this.primaryColor,{h:30}),this.cScale4=this.cScale4||g(this.primaryColor,{h:60}),this.cScale5=this.cScale5||g(this.primaryColor,{h:90}),this.cScale6=this.cScale6||g(this.primaryColor,{h:120}),this.cScale7=this.cScale7||g(this.primaryColor,{h:150}),this.cScale8=this.cScale8||g(this.primaryColor,{h:210}),this.cScale9=this.cScale9||g(this.primaryColor,{h:270}),this.cScale10=this.cScale10||g(this.primaryColor,{h:300}),this.cScale11=this.cScale11||g(this.primaryColor,{h:330}),this.cScalePeer1=this.cScalePeer1||M(this.secondaryColor,45),this.cScalePeer2=this.cScalePeer2||M(this.tertiaryColor,40);for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}};const h0=t=>{const e=new l0;return e.calculate(t),e};class c0{constructor(){this.primaryColor="#eee",this.contrast="#707070",this.secondaryColor=L(this.contrast,55),this.background="#ffffff",this.tertiaryColor=g(this.primaryColor,{h:-160}),this.primaryBorderColor=ct(this.primaryColor,this.darkMode),this.secondaryBorderColor=ct(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=ct(this.tertiaryColor,this.darkMode),this.primaryTextColor=C(this.primaryColor),this.secondaryTextColor=C(this.secondaryColor),this.tertiaryTextColor=C(this.tertiaryColor),this.lineColor=C(this.background),this.textColor=C(this.background),this.mainBkg="#eee",this.secondBkg="calculated",this.lineColor="#666",this.border1="#999",this.border2="calculated",this.note="#ffa",this.text="#333",this.critical="#d42",this.done="#bbb",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="white",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="calculated",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="white",this.sectionBkgColor2="calculated",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBkgColor="calculated",this.critBorderColor="calculated",this.todayLineColor="calculated",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}updateColors(){var e,i,r,n,o,s,a,l,h,u,f;this.secondBkg=L(this.contrast,55),this.border2=this.contrast,this.actorBorder=L(this.border1,23),this.actorBkg=this.mainBkg,this.actorTextColor=this.text,this.actorLineColor=this.lineColor,this.signalColor=this.text,this.signalTextColor=this.text,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.text,this.loopTextColor=this.text,this.noteBorderColor="#999",this.noteBkgColor="#666",this.noteTextColor="#fff",this.cScale0=this.cScale0||"#555",this.cScale1=this.cScale1||"#F4F4F4",this.cScale2=this.cScale2||"#555",this.cScale3=this.cScale3||"#BBB",this.cScale4=this.cScale4||"#777",this.cScale5=this.cScale5||"#999",this.cScale6=this.cScale6||"#DDD",this.cScale7=this.cScale7||"#FFF",this.cScale8=this.cScale8||"#DDD",this.cScale9=this.cScale9||"#BBB",this.cScale10=this.cScale10||"#999",this.cScale11=this.cScale11||"#777";for(let c=0;c{this[r]=e[r]}),this.updateColors(),i.forEach(r=>{this[r]=e[r]})}}const u0=t=>{const 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diff --git a/assets/message-format.html-C5G0FPtR.js b/assets/message-format.html-AWYDHReT.js
similarity index 96%
rename from assets/message-format.html-C5G0FPtR.js
rename to assets/message-format.html-AWYDHReT.js
index ee0c74c..f89e58a 100644
--- a/assets/message-format.html-C5G0FPtR.js
+++ b/assets/message-format.html-AWYDHReT.js
@@ -1,4 +1,4 @@
-import{_ as c}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as p,c as u,e as o,w as a,b as s,d as e,a as m}from"./app-B0fd3cYb.js";const d={},k=s("h1",{id:"taskiq-message-format",tabindex:"-1"},[s("a",{class:"header-anchor",href:"#taskiq-message-format"},[s("span",null,"Taskiq message format")])],-1),g=s("p",null,"Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.",-1),b=s("p",null,"The default message format is:",-1),h=s("div",{class:"language-json line-numbers-mode","data-ext":"json","data-title":"json"},[s("pre",{class:"language-json"},[s("code",null,[s("span",{class:"token punctuation"},"{"),e(`
+import{_ as c}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as p,c as u,e as o,w as a,b as s,d as e,a as m}from"./app-jADuhdjP.js";const d={},k=s("h1",{id:"taskiq-message-format",tabindex:"-1"},[s("a",{class:"header-anchor",href:"#taskiq-message-format"},[s("span",null,"Taskiq message format")])],-1),g=s("p",null,"Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.",-1),b=s("p",null,"The default message format is:",-1),h=s("div",{class:"language-json line-numbers-mode","data-ext":"json","data-title":"json"},[s("pre",{class:"language-json"},[s("code",null,[s("span",{class:"token punctuation"},"{"),e(`
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Formatters
Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.
By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement dumps and loads methods. As an example, you can take a look at the JSONFormatter from taskiq.formatters implementation.
',3);function O(F,J){const l=i("Tabs"),r=i("ExternalLinkIcon");return p(),u("div",null,[k,g,b,o(l,{id:"9",data:[{id:"example"},{id:"json schema"}]},{title0:a(({value:n,isActive:t})=>[e("example")]),title1:a(({value:n,isActive:t})=>[e("json schema")]),tab0:a(({value:n,isActive:t})=>[h]),tab1:a(({value:n,isActive:t})=>[f]),_:1}),y,v,_,T,s("ul",null,[s("li",null,[e("ORJSONSerializer - faster "),s("a",q,[e("JSON implementation"),o(r)]),e(". Also, it supports datetime and UUID serialization.")]),s("li",null,[e("MSGPackSerializer - "),s("a",z,[e("MsgPack"),o(r)]),e(" format serializer. It might be useful to send less data over the network.")]),s("li",null,[e("CBORSerializer - "),s("a",w,[e("CBOR"),o(r)]),e(" format serializer. It is also has a smaller size than JSON.")])]),j,x,o(l,{id:"52",data:[{id:"orjson"},{id:"msgpack"},{id:"cbor"}]},{title0:a(({value:n,isActive:t})=>[e("orjson")]),title1:a(({value:n,isActive:t})=>[e("msgpack")]),title2:a(({value:n,isActive:t})=>[e("cbor")]),tab0:a(({value:n,isActive:t})=>[S]),tab1:a(({value:n,isActive:t})=>[A]),tab2:a(({value:n,isActive:t})=>[N]),_:1}),B])}const C=c(d,[["render",O],["__file","message-format.html.vue"]]),P=JSON.parse(`{"path":"/guide/message-format.html","title":"Taskiq message format","lang":"en-US","frontmatter":{"order":11,"description":"Taskiq message format Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want. The default message for...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/message-format.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq message format"}],["meta",{"property":"og:description","content":"Taskiq message format Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want. The default message for..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq message format\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":3,"title":"Serializers","slug":"serializers","link":"#serializers","children":[]},{"level":3,"title":"Formatters","slug":"formatters","link":"#formatters","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/message-format.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Taskiq doesn't force you to use any specific message format. We define default message format,\\nbut you can use any format you want.
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The default message format is:
\\n\\n
But this can be easily changed by creating your own implementation of the TaskiqFormatter class or TaskiqSerializer class.
"}`);export{C as comp,P as data};
+`)])]),s("div",{class:"line-numbers","aria-hidden":"true"},[s("div",{class:"line-number"})])],-1),B=m('
Formatters
Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.
By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement dumps and loads methods. As an example, you can take a look at the JSONFormatter from taskiq.formatters implementation.
',3);function O(F,J){const l=i("Tabs"),r=i("ExternalLinkIcon");return p(),u("div",null,[k,g,b,o(l,{id:"9",data:[{id:"example"},{id:"json schema"}]},{title0:a(({value:n,isActive:t})=>[e("example")]),title1:a(({value:n,isActive:t})=>[e("json schema")]),tab0:a(({value:n,isActive:t})=>[h]),tab1:a(({value:n,isActive:t})=>[f]),_:1}),y,v,_,T,s("ul",null,[s("li",null,[e("ORJSONSerializer - faster "),s("a",q,[e("JSON implementation"),o(r)]),e(". Also, it supports datetime and UUID serialization.")]),s("li",null,[e("MSGPackSerializer - "),s("a",z,[e("MsgPack"),o(r)]),e(" format serializer. It might be useful to send less data over the network.")]),s("li",null,[e("CBORSerializer - "),s("a",w,[e("CBOR"),o(r)]),e(" format serializer. It is also has a smaller size than JSON.")])]),j,x,o(l,{id:"52",data:[{id:"orjson"},{id:"msgpack"},{id:"cbor"}]},{title0:a(({value:n,isActive:t})=>[e("orjson")]),title1:a(({value:n,isActive:t})=>[e("msgpack")]),title2:a(({value:n,isActive:t})=>[e("cbor")]),tab0:a(({value:n,isActive:t})=>[S]),tab1:a(({value:n,isActive:t})=>[A]),tab2:a(({value:n,isActive:t})=>[N]),_:1}),B])}const C=c(d,[["render",O],["__file","message-format.html.vue"]]),P=JSON.parse(`{"path":"/guide/message-format.html","title":"Taskiq message format","lang":"en-US","frontmatter":{"order":11,"description":"Taskiq message format Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want. The default message for...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/message-format.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq message format"}],["meta",{"property":"og:description","content":"Taskiq message format Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want. The default message for..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq message format\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":3,"title":"Serializers","slug":"serializers","link":"#serializers","children":[]},{"level":3,"title":"Formatters","slug":"formatters","link":"#formatters","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/message-format.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Taskiq doesn't force you to use any specific message format. We define default message format,\\nbut you can use any format you want.
\\n
The default message format is:
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But this can be easily changed by creating your own implementation of the TaskiqFormatter class or TaskiqSerializer class.
"}`);export{C as comp,P as data};
diff --git a/assets/middleware.html-Bhbwml-y.js b/assets/middleware.html-otmDcQQS.js
similarity index 96%
rename from assets/middleware.html-Bhbwml-y.js
rename to assets/middleware.html-otmDcQQS.js
index 0bf6841..5eaf9c1 100644
--- a/assets/middleware.html-Bhbwml-y.js
+++ b/assets/middleware.html-otmDcQQS.js
@@ -1,4 +1,4 @@
-import{_ as p}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as r,c as u,b as s,d as n,e as o,w as e}from"./app-B0fd3cYb.js";const k={},d=s("h1",{id:"middlewares",tabindex:"-1"},[s("a",{class:"header-anchor",href:"#middlewares"},[s("span",null,"Middlewares")])],-1),m=s("p",null,"Middlewares are super helpful. You can inject some code before or after task's execution.",-1),b={href:"https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/middleware.py",target:"_blank",rel:"noopener noreferrer"},w=s("code",null,"taskiq.abc.middleware.TaskiqMiddleware",-1),y=s("p",null,"For example:",-1),v=s("div",{class:"language-python line-numbers-mode","data-ext":"py","data-title":"py"},[s("pre",{class:"language-python"},[s("code",null,[s("span",{class:"token keyword"},"from"),n(" time "),s("span",{class:"token keyword"},"import"),n(` sleep
+import{_ as p}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as r,c as u,b as s,d as n,e as o,w as e}from"./app-jADuhdjP.js";const k={},d=s("h1",{id:"middlewares",tabindex:"-1"},[s("a",{class:"header-anchor",href:"#middlewares"},[s("span",null,"Middlewares")])],-1),m=s("p",null,"Middlewares are super helpful. You can inject some code before or after task's execution.",-1),b={href:"https://github.com/taskiq-python/taskiq/blob/master/taskiq/abc/middleware.py",target:"_blank",rel:"noopener noreferrer"},w=s("code",null,"taskiq.abc.middleware.TaskiqMiddleware",-1),y=s("p",null,"For example:",-1),v=s("div",{class:"language-python line-numbers-mode","data-ext":"py","data-title":"py"},[s("pre",{class:"language-python"},[s("code",null,[s("span",{class:"token keyword"},"from"),n(" time "),s("span",{class:"token keyword"},"import"),n(` sleep
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@@ -46,4 +46,4 @@ import{_ as p}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as c,o as r,
     `),s("span",{class:"token punctuation"},")"),n(),s("span",{class:"token operator"},"-"),s("span",{class:"token operator"},">"),n(),s("span",{class:"token boolean"},"None"),s("span",{class:"token punctuation"},":"),n(`
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Middlewares are super helpful. You can inject some code before or after task's execution.
\\n
Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract class.\\nEvery method of a middleware can be either sync or async. Taskiq will execute it\\nas you expect.
"}`);export{N as comp,A as data};
+`)])]),s("div",{class:"line-numbers","aria-hidden":"true"},[s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"}),s("div",{class:"line-number"})])],-1),h=s("p",null,[n("Also, middlewares always have reference to the current broker in "),s("code",null,"self.broker"),n(" field. If you want to kick a message during the execution of some middleware hooks, you may use "),s("code",null,"self.broker"),n(" to do so.")],-1),g={href:"https://github.com/taskiq-python/taskiq-pipelines",target:"_blank",rel:"noopener noreferrer"};function _(q,T){const l=c("ExternalLinkIcon"),i=c("Tabs");return r(),u("div",null,[d,m,s("p",null,[n("Middlewares must implement "),s("a",b,[w,o(l)]),n(" abstract class. Every method of a middleware can be either sync or async. Taskiq will execute it as you expect.")]),y,o(i,{id:"12",data:[{id:"sync"},{id:"async"}]},{title0:e(({value:a,isActive:t})=>[n("sync")]),title1:e(({value:a,isActive:t})=>[n("async")]),tab0:e(({value:a,isActive:t})=>[v]),tab1:e(({value:a,isActive:t})=>[f]),_:1}),h,s("p",null,[s("a",g,[n("Taskiq-pipelines"),o(l)]),n(" uses middlewares to call next tasks.")])])}const N=p(k,[["render",_],["__file","middleware.html.vue"]]),A=JSON.parse(`{"path":"/extending-taskiq/middleware.html","title":"Middlewares","lang":"en-US","frontmatter":{"order":2,"description":"Middlewares Middlewares are super helpful. You can inject some code before or after task's execution. Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/middleware.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Middlewares"}],["meta",{"property":"og:description","content":"Middlewares Middlewares are super helpful. You can inject some code before or after task's execution. Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Middlewares\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/middleware.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Middlewares are super helpful. You can inject some code before or after task's execution.
\\n
Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract class.\\nEvery method of a middleware can be either sync or async. Taskiq will execute it\\nas you expect.
"}`);export{N as comp,A as data};
diff --git a/assets/middlewares.html-CcZh3fiR.js b/assets/middlewares.html-6RWN0FIV.js
similarity index 95%
rename from assets/middlewares.html-CcZh3fiR.js
rename to assets/middlewares.html-6RWN0FIV.js
index 2398321..4a2ecac 100644
--- a/assets/middlewares.html-CcZh3fiR.js
+++ b/assets/middlewares.html-6RWN0FIV.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as d,c as p,e as c,w as s,a as i,d as a,b as e}from"./app-B0fd3cYb.js";const u={},m=i(`
Available middlewares
Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.
Simple retry middleware
This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.
To enable this middleware, add it to the list of middlewares for a broker.
from taskiq import ZeroMQBroker, SimpleRetryMiddleware
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as d,c as p,e as c,w as s,a as i,d as a,b as e}from"./app-jADuhdjP.js";const u={},m=i(`
Available middlewares
Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.
Simple retry middleware
This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.
To enable this middleware, add it to the list of middlewares for a broker.
from taskiq import ZeroMQBroker, SimpleRetryMiddleware
 
 broker = ZeroMQBroker().with_middlewares(
     SimpleRetryMiddleware(default_retry_count=3),
@@ -15,4 +15,4 @@ broker = ZeroMQBroker= ZeroMQBroker().with_middlewares(
     PrometheusMiddleware(server_addr="0.0.0.0", server_port=9000),
 )
-
After that, metrics will be available at port 9000. Of course, this parameter can be configured. If you have other metrics, they'll be shown as well.
`,2);function w(b,y){const o=l("Tabs");return d(),p("div",null,[m,c(o,{id:"29",data:[{id:"only prometheus"},{id:"taskiq with extras"}]},{title0:s(({value:n,isActive:t})=>[a("only prometheus")]),title1:s(({value:n,isActive:t})=>[a("taskiq with extras")]),tab0:s(({value:n,isActive:t})=>[h]),tab1:s(({value:n,isActive:t})=>[k]),_:1}),v])}const _=r(u,[["render",w],["__file","middlewares.html.vue"]]),x=JSON.parse('{"path":"/available-components/middlewares.html","title":"Available middlewares","lang":"en-US","frontmatter":{"order":5,"description":"Available middlewares Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares. Simple retry middleware This middleware allows yo...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/middlewares.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available middlewares"}],["meta",{"property":"og:description","content":"Available middlewares Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares. Simple retry middleware This middleware allows yo..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available middlewares\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":3,"title":"Simple retry middleware","slug":"simple-retry-middleware","link":"#simple-retry-middleware","children":[]},{"level":3,"title":"Prometheus middleware","slug":"prometheus-middleware","link":"#prometheus-middleware","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/middlewares.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Middlewares allow you to execute code when specific event occurs.\\nTaskiq has several default middlewares.
\\n
Simple retry middleware
\\n
This middleware allows you to restart functions on errors. If exception was raised during task execution,\\nthe task would be resent with same parameters.
"}');export{_ as comp,x as data};
+
After that, metrics will be available at port 9000. Of course, this parameter can be configured. If you have other metrics, they'll be shown as well.
`,2);function w(b,y){const o=l("Tabs");return d(),p("div",null,[m,c(o,{id:"29",data:[{id:"only prometheus"},{id:"taskiq with extras"}]},{title0:s(({value:n,isActive:t})=>[a("only prometheus")]),title1:s(({value:n,isActive:t})=>[a("taskiq with extras")]),tab0:s(({value:n,isActive:t})=>[h]),tab1:s(({value:n,isActive:t})=>[k]),_:1}),v])}const _=r(u,[["render",w],["__file","middlewares.html.vue"]]),x=JSON.parse('{"path":"/available-components/middlewares.html","title":"Available middlewares","lang":"en-US","frontmatter":{"order":5,"description":"Available middlewares Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares. Simple retry middleware This middleware allows yo...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/middlewares.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available middlewares"}],["meta",{"property":"og:description","content":"Available middlewares Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares. Simple retry middleware This middleware allows yo..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available middlewares\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":3,"title":"Simple retry middleware","slug":"simple-retry-middleware","link":"#simple-retry-middleware","children":[]},{"level":3,"title":"Prometheus middleware","slug":"prometheus-middleware","link":"#prometheus-middleware","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/middlewares.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Middlewares allow you to execute code when specific event occurs.\\nTaskiq has several default middlewares.
\\n
Simple retry middleware
\\n
This middleware allows you to restart functions on errors. If exception was raised during task execution,\\nthe task would be resent with same parameters.
"}');export{_ as comp,x as data};
diff --git a/assets/mindmap-definition-f354de21-DqgSJ0H1.js b/assets/mindmap-definition-f354de21-BUH3f6M3.js
similarity index 99%
rename from assets/mindmap-definition-f354de21-DqgSJ0H1.js
rename to assets/mindmap-definition-f354de21-BUH3f6M3.js
index bda9f83..336d9dd 100644
--- a/assets/mindmap-definition-f354de21-DqgSJ0H1.js
+++ b/assets/mindmap-definition-f354de21-BUH3f6M3.js
@@ -1,4 +1,4 @@
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a=e.container;a&&!tn(a)&&tn(a[0])&&(a=a[0]);var n=a?a._cyreg:null;n=n||{},n&&n.cy&&(n.cy.destroy(),n={});var i=n.readies=n.readies||[];a&&(a._cyreg=n),n.cy=r;var s=Ye!==void 0&&a!==void 0&&!e.headless,o=e;o.layout=be({name:s?"grid":"null"},o.layout),o.renderer=be({name:s?"canvas":"null"},o.renderer);var u=function(v,p,g){return p!==void 0?p:g!==void 0?g:v},l=this._private={container:a,ready:!1,options:o,elements:new et(this),listeners:[],aniEles:new et(this),data:o.data||{},scratch:{},layout:null,renderer:null,destroyed:!1,notificationsEnabled:!0,minZoom:1e-50,maxZoom:1e50,zoomingEnabled:u(!0,o.zoomingEnabled),userZoomingEnabled:u(!0,o.userZoomingEnabled),panningEnabled:u(!0,o.panningEnabled),userPanningEnabled:u(!0,o.userPanningEnabled),boxSelectionEnabled:u(!0,o.boxSelectionEnabled),autolock:u(!1,o.autolock,o.autolockNodes),autoungrabify:u(!1,o.autoungrabify,o.autoungrabifyNodes),autounselectify:u(!1,o.autounselectify),styleEnabled:o.styleEnabled===void 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s=gt(e.boundingBox?e.boundingBox:{x1:0,y1:0,w:r.width(),h:r.height()}),o={x:s.x1+s.w/2,y:s.y1+s.h/2},u=e.sweep===void 0?2*Math.PI-2*Math.PI/i.length:e.sweep,l=u/Math.max(1,i.length-1),f,h=0,d=0;d1&&e.avoidOverlap){h*=1.75;var y=Math.cos(l)-Math.cos(0),b=Math.sin(l)-Math.sin(0),m=Math.sqrt(h*h/(y*y+b*b));f=Math.max(m,f)}var T=function(S,E){var x=e.startAngle+E*l*(n?1:-1),w=f*Math.cos(x),D=f*Math.sin(x),L={x:o.x+w,y:o.y+D};return L};return a.nodes().layoutPositions(this,e,T),this};var Dg={fit:!0,padding:30,startAngle:3/2*Math.PI,sweep:void 0,clockwise:!0,equidistant:!1,minNodeSpacing:10,boundingBox:void 0,avoidOverlap:!0,nodeDimensionsIncludeLabels:!1,height:void 0,width:void 0,spacingFactor:void 0,concentric:function(e){return e.degree()},levelWidth:function(e){return e.maxDegree()/4},animate:!1,animationDuration:500,animationEasing:void 0,animateFilter:function(e,r){return!0},ready:void 0,stop:void 0,transform:function(e,r){return r}};function vu(t){this.options=be({},Dg,t)}vu.prototype.run=function(){for(var t=this.options,e=t,r=e.counterclockwise!==void 0?!e.counterclockwise:e.clockwise,a=t.cy,n=e.eles,i=n.nodes().not(":parent"),s=gt(e.boundingBox?e.boundingBox:{x1:0,y1:0,w:a.width(),h:a.height()}),o={x:s.x1+s.w/2,y:s.y1+s.h/2},u=[],l=0,f=0;f0){var C=Math.abs(b[0].value-T.value);C>=g&&(b=[],y.push(b))}b.push(T)}var S=l+e.minNodeSpacing;if(!e.avoidOverlap){var E=y.length>0&&y[0].length>1,x=Math.min(s.w,s.h)/2-S,w=x/(y.length+E?1:0);S=Math.min(S,w)}for(var D=0,L=0;L1&&e.avoidOverlap){var I=Math.cos(O)-Math.cos(0),R=Math.sin(O)-Math.sin(0),k=Math.sqrt(S*S/(I*I+R*R));D=Math.max(k,D)}A.r=D,D+=S}if(e.equidistant){for(var P=0,B=0,V=0;V=t.numIter||(Rg(a,t),a.temperature=a.temperature*t.coolingFactor,a.temperature=t.animationThreshold&&i(),rn(h)}};f()}else{for(;l;)l=s(u),u++;Gs(a,t),o()}return this};An.prototype.stop=function(){return 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s=n.size(),o=Math.sqrt(s*i.h/i.w),u=Math.round(o),l=Math.round(i.w/i.h*o),f=function(_){if(_==null)return Math.min(u,l);var q=Math.min(u,l);q==u?u=_:l=_},h=function(_){if(_==null)return Math.max(u,l);var q=Math.max(u,l);q==u?u=_:l=_},d=e.rows,c=e.cols!=null?e.cols:e.columns;if(d!=null&&c!=null)u=d,l=c;else if(d!=null&&c==null)u=d,l=Math.ceil(s/u);else if(d==null&&c!=null)l=c,u=Math.ceil(s/l);else if(l*u>s){var v=f(),p=h();(v-1)*p>=s?f(v-1):(p-1)*v>=s&&h(p-1)}else for(;l*u=s?h(y+1):f(g+1)}var b=i.w/l,m=i.h/u;if(e.condense&&(b=0,m=0),e.avoidOverlap)for(var T=0;T=l&&(I=0,O++)},k={},P=0;P(I=vh(t,e,R[k],R[k+1],R[k+2],R[k+3])))return g(E,I),!0}else if(w.edgeType==="bezier"||w.edgeType==="multibezier"||w.edgeType==="self"||w.edgeType==="compound"){for(var R=w.allpts,k=0;k+5(I=ch(t,e,R[k],R[k+1],R[k+2],R[k+3],R[k+4],R[k+5])))return g(E,I),!0}for(var 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0?Ar=r.radius:Ar=n,or=Ut/2,$a=Math.min(kt.len/2,bt.len/2),i?(Rt=Math.abs(Math.cos(or)*Ar/Math.sin(or)),Rt>$a?(Rt=$a,fr=Math.abs(Rt*Math.sin(or)/Math.cos(or))):fr=Ar):(Rt=Math.min($a,Ar),fr=Math.abs(Rt*Math.sin(or)/Math.cos(or))),ni=r.x+bt.nx*Rt,ii=r.y+bt.ny*Rt,ri=ni-bt.ny*fr*hr,ai=ii+bt.nx*fr*hr,bu=r.x+kt.nx*Rt,Eu=r.y+kt.ny*Rt,Ys=r};function wu(t,e){e.radius===0?t.lineTo(e.cx,e.cy):t.arc(e.cx,e.cy,e.radius,e.startAngle,e.endAngle,e.counterClockwise)}function ki(t,e,r,a){var n=arguments.length>4&&arguments[4]!==void 0?arguments[4]:!0;return a===0||e.radius===0?{cx:e.x,cy:e.y,radius:0,startX:e.x,startY:e.y,stopX:e.x,stopY:e.y,startAngle:void 0,endAngle:void 0,counterClockwise:void 0}:(Kg(t,e,r,a,n),{cx:ri,cy:ai,radius:fr,startX:bu,startY:Eu,stopX:ni,stopY:ii,startAngle:kt.ang+Math.PI/2*hr,endAngle:bt.ang-Math.PI/2*hr,counterClockwise:Qa})}var ut={};ut.findMidptPtsEtc=function(t,e){var r=e.posPts,a=e.intersectionPts,n=e.vectorNormInverse,i,s=t.pstyle("source-endpoint"),o=t.pstyle("target-endpoint"),u=s.units!=null&&o.units!=null,l=function(C,S,E,x){var w=x-S,D=E-C,L=Math.sqrt(D*D+w*w);return{x:-w/L,y:D/L}},f=t.pstyle("edge-distances").value;switch(f){case"node-position":i=r;break;case"intersection":i=a;break;case"endpoints":{if(u){var h=this.manualEndptToPx(t.source()[0],s),d=St(h,2),c=d[0],v=d[1],p=this.manualEndptToPx(t.target()[0],o),g=St(p,2),y=g[0],b=g[1],m={x1:c,y1:v,x2:y,y2:b};n=l(c,v,y,b),i=m}else Ne("Edge ".concat(t.id()," has edge-distances:endpoints specified without manual endpoints specified via source-endpoint and target-endpoint.  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if(t.hoverData.dragging){if(Q=!0,K.panningEnabled()&&K.userPanningEnabled()){var Mt;if(t.hoverData.justStartedPan){var Vt=t.hoverData.mdownPos;Mt={x:(Z[0]-Vt[0])*X,y:(Z[1]-Vt[1])*X},t.hoverData.justStartedPan=!1}else Mt={x:de[0]*X,y:de[1]*X};K.panBy(Mt),K.emit("dragpan"),t.hoverData.dragged=!0}Z=t.projectIntoViewport(N.clientX,N.clientY)}else if(ye[4]==1&&(le==null||le.pannable())){if(Ie){if(!t.hoverData.dragging&&K.boxSelectionEnabled()&&(ft||!K.panningEnabled()||!K.userPanningEnabled()))mt();else if(!t.hoverData.selecting&&K.panningEnabled()&&K.userPanningEnabled()){var Tt=i(le,t.hoverData.downs);Tt&&(t.hoverData.dragging=!0,t.hoverData.justStartedPan=!0,ye[4]=0,t.data.bgActivePosistion=Mr(re),t.redrawHint("select",!0),t.redraw())}le&&le.pannable()&&le.active()&&le.unactivate()}}else{if(le&&le.pannable()&&le.active()&&le.unactivate(),(!le||!le.grabbed())&&he!=Ee&&(Ee&&a(Ee,["mouseout","tapdragout"],N,{x:Z[0],y:Z[1]}),he&&a(he,["mouseover","tapdragover"],N,{x:Z[0],y:Z[1]}),t.hoverData.last=he),le)if(Ie){if(K.boxSelectionEnabled()&&ft)le&&le.grabbed()&&(g(Fe),le.emit("freeon"),Fe.emit("free"),t.dragData.didDrag&&(le.emit("dragfreeon"),Fe.emit("dragfree"))),mt();else if(le&&le.grabbed()&&t.nodeIsDraggable(le)){var $e=!t.dragData.didDrag;$e&&t.redrawHint("eles",!0),t.dragData.didDrag=!0,t.hoverData.draggingEles||v(Fe,{inDragLayer:!0});var We={x:0,y:0};if(ne(de[0])&&ne(de[1])&&(We.x+=de[0],We.y+=de[1],$e)){var at=t.hoverData.dragDelta;at&&ne(at[0])&&ne(at[1])&&(We.x+=at[0],We.y+=at[1])}t.hoverData.draggingEles=!0,Fe.silentShift(We).emit("position drag"),t.redrawHint("drag",!0),t.redraw()}}else xt();Q=!0}if(ye[2]=Z[0],ye[3]=Z[1],Q)return N.stopPropagation&&N.stopPropagation(),N.preventDefault&&N.preventDefault(),!1}},!1);var D,L,A;t.registerBinding(e,"mouseup",function(N){var $=t.hoverData.capture;if($){t.hoverData.capture=!1;var Q=t.cy,K=t.projectIntoViewport(N.clientX,N.clientY),X=t.selection,ae=t.findNearestElement(K[0],K[1],!0,!1),Z=t.dragData.possibleDragElements,re=t.hoverData.down,pe=n(N);if(t.data.bgActivePosistion&&(t.redrawHint("select",!0),t.redraw()),t.hoverData.tapholdCancelled=!0,t.data.bgActivePosistion=void 0,re&&re.unactivate(),t.hoverData.which===3){var ye={originalEvent:N,type:"cxttapend",position:{x:K[0],y:K[1]}};if(re?re.emit(ye):Q.emit(ye),!t.hoverData.cxtDragged){var he={originalEvent:N,type:"cxttap",position:{x:K[0],y:K[1]}};re?re.emit(he):Q.emit(he)}t.hoverData.cxtDragged=!1,t.hoverData.which=null}else if(t.hoverData.which===1){if(a(ae,["mouseup","tapend","vmouseup"],N,{x:K[0],y:K[1]}),!t.dragData.didDrag&&!t.hoverData.dragged&&!t.hoverData.selecting&&!t.hoverData.isOverThresholdDrag&&(a(re,["click","tap","vclick"],N,{x:K[0],y:K[1]}),L=!1,N.timeStamp-A<=Q.multiClickDebounceTime()?(D&&clearTimeout(D),L=!0,A=null,a(re,["dblclick","dbltap","vdblclick"],N,{x:K[0],y:K[1]})):(D=setTimeout(function(){L||a(re,["oneclick","onetap","voneclick"],N,{x:K[0],y:K[1]})},Q.multiClickDebounceTime()),A=N.timeStamp)),re==null&&!t.dragData.didDrag&&!t.hoverData.selecting&&!t.hoverData.dragged&&!n(N)&&(Q.$(r).unselect(["tapunselect"]),Z.length>0&&t.redrawHint("eles",!0),t.dragData.possibleDragElements=Z=Q.collection()),ae==re&&!t.dragData.didDrag&&!t.hoverData.selecting&&ae!=null&&ae._private.selectable&&(t.hoverData.dragging||(Q.selectionType()==="additive"||pe?ae.selected()?ae.unselect(["tapunselect"]):ae.select(["tapselect"]):pe||(Q.$(r).unmerge(ae).unselect(["tapunselect"]),ae.select(["tapselect"]))),t.redrawHint("eles",!0)),t.hoverData.selecting){var Ee=Q.collection(t.getAllInBox(X[0],X[1],X[2],X[3]));t.redrawHint("select",!0),Ee.length>0&&t.redrawHint("eles",!0),Q.emit({type:"boxend",originalEvent:N,position:{x:K[0],y:K[1]}});var le=function(Ie){return Ie.selectable()&&!Ie.selected()};Q.selectionType()==="additive"||pe||Q.$(r).unmerge(Ee).unselect(),Ee.emit("box").stdFilter(le).select().emit("boxselect"),t.redraw()}if(t.hoverData.dragging&&(t.hoverData.dragging=!1,t.redrawHint("select",!0),t.redrawHint("eles",!0),t.redraw()),!X[4]){t.redrawHint("drag",!0),t.redrawHint("eles",!0);var de=re&&re.grabbed();g(Z),de&&(re.emit("freeon"),Z.emit("free"),t.dragData.didDrag&&(re.emit("dragfreeon"),Z.emit("dragfree")))}}X[4]=0,t.hoverData.down=null,t.hoverData.cxtStarted=!1,t.hoverData.draggingEles=!1,t.hoverData.selecting=!1,t.hoverData.isOverThresholdDrag=!1,t.dragData.didDrag=!1,t.hoverData.dragged=!1,t.hoverData.dragDelta=[],t.hoverData.mdownPos=null,t.hoverData.mdownGPos=null}},!1);var M=function(N){if(!t.scrollingPage){var $=t.cy,Q=$.zoom(),K=$.pan(),X=t.projectIntoViewport(N.clientX,N.clientY),ae=[X[0]*Q+K.x,X[1]*Q+K.y];if(t.hoverData.draggingEles||t.hoverData.dragging||t.hoverData.cxtStarted||x()){N.preventDefault();return}if($.panningEnabled()&&$.userPanningEnabled()&&$.zoomingEnabled()&&$.userZoomingEnabled()){N.preventDefault(),t.data.wheelZooming=!0,clearTimeout(t.data.wheelTimeout),t.data.wheelTimeout=setTimeout(function(){t.data.wheelZooming=!1,t.redrawHint("eles",!0),t.redraw()},150);var Z;N.deltaY!=null?Z=N.deltaY/-250:N.wheelDeltaY!=null?Z=N.wheelDeltaY/1e3:Z=N.wheelDelta/1e3,Z=Z*t.wheelSensitivity;var re=N.deltaMode===1;re&&(Z*=33);var pe=$.zoom()*Math.pow(10,Z);N.type==="gesturechange"&&(pe=t.gestureStartZoom*N.scale),$.zoom({level:pe,renderedPosition:{x:ae[0],y:ae[1]}}),$.emit(N.type==="gesturechange"?"pinchzoom":"scrollzoom")}}};t.registerBinding(t.container,"wheel",M,!0),t.registerBinding(e,"scroll",function(N){t.scrollingPage=!0,clearTimeout(t.scrollingPageTimeout),t.scrollingPageTimeout=setTimeout(function(){t.scrollingPage=!1},250)},!0),t.registerBinding(t.container,"gesturestart",function(N){t.gestureStartZoom=t.cy.zoom(),t.hasTouchStarted||N.preventDefault()},!0),t.registerBinding(t.container,"gesturechange",function(j){t.hasTouchStarted||M(j)},!0),t.registerBinding(t.container,"mouseout",function(N){var $=t.projectIntoViewport(N.clientX,N.clientY);t.cy.emit({originalEvent:N,type:"mouseout",position:{x:$[0],y:$[1]}})},!1),t.registerBinding(t.container,"mouseover",function(N){var $=t.projectIntoViewport(N.clientX,N.clientY);t.cy.emit({originalEvent:N,type:"mouseover",position:{x:$[0],y:$[1]}})},!1);var O,I,R,k,P,B,V,F,G,Y,_,q,U,z=function(N,$,Q,K){return Math.sqrt((Q-N)*(Q-N)+(K-$)*(K-$))},H=function(N,$,Q,K){return(Q-N)*(Q-N)+(K-$)*(K-$)},W;t.registerBinding(t.container,"touchstart",W=function(N){if(t.hasTouchStarted=!0,!!w(N)){b(),t.touchData.capture=!0,t.data.bgActivePosistion=void 0;var $=t.cy,Q=t.touchData.now,K=t.touchData.earlier;if(N.touches[0]){var X=t.projectIntoViewport(N.touches[0].clientX,N.touches[0].clientY);Q[0]=X[0],Q[1]=X[1]}if(N.touches[1]){var X=t.projectIntoViewport(N.touches[1].clientX,N.touches[1].clientY);Q[2]=X[0],Q[3]=X[1]}if(N.touches[2]){var X=t.projectIntoViewport(N.touches[2].clientX,N.touches[2].clientY);Q[4]=X[0],Q[5]=X[1]}if(N.touches[1]){t.touchData.singleTouchMoved=!0,g(t.dragData.touchDragEles);var ae=t.findContainerClientCoords();G=ae[0],Y=ae[1],_=ae[2],q=ae[3],O=N.touches[0].clientX-G,I=N.touches[0].clientY-Y,R=N.touches[1].clientX-G,k=N.touches[1].clientY-Y,U=0<=O&&O<=_&&0<=R&&R<=_&&0<=I&&I<=q&&0<=k&&k<=q;var Z=$.pan(),re=$.zoom();P=z(O,I,R,k),B=H(O,I,R,k),V=[(O+R)/2,(I+k)/2],F=[(V[0]-Z.x)/re,(V[1]-Z.y)/re];var pe=200,ye=pe*pe;if(B=1){for(var Ze=t.touchData.startPosition=[null,null,null,null,null,null],Ue=0;Ue=t.touchTapThreshold2}if($&&t.touchData.cxt){N.preventDefault();var Ze=N.touches[0].clientX-G,Ue=N.touches[0].clientY-Y,ct=N.touches[1].clientX-G,Qe=N.touches[1].clientY-Y,ft=H(Ze,Ue,ct,Qe),xt=ft/B,mt=150,vt=mt*mt,Mt=1.5,Vt=Mt*Mt;if(xt>=Vt||ft>=vt){t.touchData.cxt=!1,t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var Tt={originalEvent:N,type:"cxttapend",position:{x:X[0],y:X[1]}};t.touchData.start?(t.touchData.start.unactivate().emit(Tt),t.touchData.start=null):K.emit(Tt)}}if($&&t.touchData.cxt){var Tt={originalEvent:N,type:"cxtdrag",position:{x:X[0],y:X[1]}};t.data.bgActivePosistion=void 0,t.redrawHint("select",!0),t.touchData.start?t.touchData.start.emit(Tt):K.emit(Tt),t.touchData.start&&(t.touchData.start._private.grabbed=!1),t.touchData.cxtDragged=!0;var $e=t.findNearestElement(X[0],X[1],!0,!0);(!t.touchData.cxtOver||$e!==t.touchData.cxtOver)&&(t.touchData.cxtOver&&t.touchData.cxtOver.emit({originalEvent:N,type:"cxtdragout",position:{x:X[0],y:X[1]}}),t.touchData.cxtOver=$e,$e&&$e.emit({originalEvent:N,type:"cxtdragover",position:{x:X[0],y:X[1]}}))}else if($&&N.touches[2]&&K.boxSelectionEnabled())N.preventDefault(),t.data.bgActivePosistion=void 0,this.lastThreeTouch=+new Date,t.touchData.selecting||K.emit({originalEvent:N,type:"boxstart",position:{x:X[0],y:X[1]}}),t.touchData.selecting=!0,t.touchData.didSelect=!0,Q[4]=1,!Q||Q.length===0||Q[0]===void 0?(Q[0]=(X[0]+X[2]+X[4])/3,Q[1]=(X[1]+X[3]+X[5])/3,Q[2]=(X[0]+X[2]+X[4])/3+1,Q[3]=(X[1]+X[3]+X[5])/3+1):(Q[2]=(X[0]+X[2]+X[4])/3,Q[3]=(X[1]+X[3]+X[5])/3),t.redrawHint("select",!0),t.redraw();else if($&&N.touches[1]&&!t.touchData.didSelect&&K.zoomingEnabled()&&K.panningEnabled()&&K.userZoomingEnabled()&&K.userPanningEnabled()){N.preventDefault(),t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var We=t.dragData.touchDragEles;if(We){t.redrawHint("drag",!0);for(var at=0;at0&&!t.hoverData.draggingEles&&!t.swipePanning&&t.data.bgActivePosistion!=null&&(t.data.bgActivePosistion=void 0,t.redrawHint("select",!0),t.redraw())}},!1);var ee;t.registerBinding(e,"touchcancel",ee=function(N){var $=t.touchData.start;t.touchData.capture=!1,$&&$.unactivate()});var oe,me,te,ie;if(t.registerBinding(e,"touchend",oe=function(N){var $=t.touchData.start,Q=t.touchData.capture;if(Q)N.touches.length===0&&(t.touchData.capture=!1),N.preventDefault();else return;var K=t.selection;t.swipePanning=!1,t.hoverData.draggingEles=!1;var X=t.cy,ae=X.zoom(),Z=t.touchData.now,re=t.touchData.earlier;if(N.touches[0]){var pe=t.projectIntoViewport(N.touches[0].clientX,N.touches[0].clientY);Z[0]=pe[0],Z[1]=pe[1]}if(N.touches[1]){var pe=t.projectIntoViewport(N.touches[1].clientX,N.touches[1].clientY);Z[2]=pe[0],Z[3]=pe[1]}if(N.touches[2]){var pe=t.projectIntoViewport(N.touches[2].clientX,N.touches[2].clientY);Z[4]=pe[0],Z[5]=pe[1]}$&&$.unactivate();var ye;if(t.touchData.cxt){if(ye={originalEvent:N,type:"cxttapend",position:{x:Z[0],y:Z[1]}},$?$.emit(ye):X.emit(ye),!t.touchData.cxtDragged){var he={originalEvent:N,type:"cxttap",position:{x:Z[0],y:Z[1]}};$?$.emit(he):X.emit(he)}t.touchData.start&&(t.touchData.start._private.grabbed=!1),t.touchData.cxt=!1,t.touchData.start=null,t.redraw();return}if(!N.touches[2]&&X.boxSelectionEnabled()&&t.touchData.selecting){t.touchData.selecting=!1;var Ee=X.collection(t.getAllInBox(K[0],K[1],K[2],K[3]));K[0]=void 0,K[1]=void 0,K[2]=void 0,K[3]=void 0,K[4]=0,t.redrawHint("select",!0),X.emit({type:"boxend",originalEvent:N,position:{x:Z[0],y:Z[1]}});var le=function(vt){return vt.selectable()&&!vt.selected()};Ee.emit("box").stdFilter(le).select().emit("boxselect"),Ee.nonempty()&&t.redrawHint("eles",!0),t.redraw()}if($!=null&&$.unactivate(),N.touches[2])t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);else if(!N.touches[1]){if(!N.touches[0]){if(!N.touches[0]){t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var de=t.dragData.touchDragEles;if($!=null){var Fe=$._private.grabbed;g(de),t.redrawHint("drag",!0),t.redrawHint("eles",!0),Fe&&($.emit("freeon"),de.emit("free"),t.dragData.didDrag&&($.emit("dragfreeon"),de.emit("dragfree"))),a($,["touchend","tapend","vmouseup","tapdragout"],N,{x:Z[0],y:Z[1]}),$.unactivate(),t.touchData.start=null}else{var Ie=t.findNearestElement(Z[0],Z[1],!0,!0);a(Ie,["touchend","tapend","vmouseup","tapdragout"],N,{x:Z[0],y:Z[1]})}var lt=t.touchData.startPosition[0]-Z[0],Ze=lt*lt,Ue=t.touchData.startPosition[1]-Z[1],ct=Ue*Ue,Qe=Ze+ct,ft=Qe*ae*ae;t.touchData.singleTouchMoved||($||X.$(":selected").unselect(["tapunselect"]),a($,["tap","vclick"],N,{x:Z[0],y:Z[1]}),me=!1,N.timeStamp-ie<=X.multiClickDebounceTime()?(te&&clearTimeout(te),me=!0,ie=null,a($,["dbltap","vdblclick"],N,{x:Z[0],y:Z[1]})):(te=setTimeout(function(){me||a($,["onetap","voneclick"],N,{x:Z[0],y:Z[1]})},X.multiClickDebounceTime()),ie=N.timeStamp)),$!=null&&!t.dragData.didDrag&&$._private.selectable&&ft"u"){var ue=[],ce=function(N){return{clientX:N.clientX,clientY:N.clientY,force:1,identifier:N.pointerId,pageX:N.pageX,pageY:N.pageY,radiusX:N.width/2,radiusY:N.height/2,screenX:N.screenX,screenY:N.screenY,target:N.target}},fe=function(N){return{event:N,touch:ce(N)}},ge=function(N){ue.push(fe(N))},Ae=function(N){for(var $=0;$0)return G[0]}return null},v=Object.keys(d),p=0;p0?c:Ao(i,s,e,r,a,n,o,u)},checkPoint:function(e,r,a,n,i,s,o,u){u=u==="auto"?pr(n,i):u;var l=2*u;if(Yt(e,r,this.points,s,o,n,i-l,[0,-1],a)||Yt(e,r,this.points,s,o,n-l,i,[0,-1],a))return!0;var f=n/2+2*a,h=i/2+2*a,d=[s-f,o-h,s-f,o,s+f,o,s+f,o-h];return!!(dt(e,r,d)||cr(e,r,l,l,s+n/2-u,o+i/2-u,a)||cr(e,r,l,l,s-n/2+u,o+i/2-u,a))}}};Ht.registerNodeShapes=function(){var t=this.nodeShapes={},e=this;this.generateEllipse(),this.generatePolygon("triangle",ht(3,0)),this.generateRoundPolygon("round-triangle",ht(3,0)),this.generatePolygon("rectangle",ht(4,0)),t.square=t.rectangle,this.generateRoundRectangle(),this.generateCutRectangle(),this.generateBarrel(),this.generateBottomRoundrectangle();{var r=[0,1,1,0,0,-1,-1,0];this.generatePolygon("diamond",r),this.generateRoundPolygon("round-diamond",r)}this.generatePolygon("pentagon",ht(5,0)),this.generateRoundPolygon("round-pentagon",ht(5,0)),this.generatePolygon("hexagon",ht(6,0)),this.generateRoundPolygon("round-hexagon",ht(6,0)),this.generatePolygon("heptagon",ht(7,0)),this.generateRoundPolygon("round-heptagon",ht(7,0)),this.generatePolygon("octagon",ht(8,0)),this.generateRoundPolygon("round-octagon",ht(8,0));var a=new Array(20);{var n=Wn(5,0),i=Wn(5,Math.PI/5),s=.5*(3-Math.sqrt(5));s*=1.57;for(var o=0;o=e.deqFastCost*T)break}else if(l){if(b>=e.deqCost*c||b>=e.deqAvgCost*d)break}else if(m>=e.deqNoDrawCost*Yn)break;var C=e.deq(a,g,p);if(C.length>0)for(var S=0;S0&&(e.onDeqd(a,v),!l&&e.shouldRedraw(a,v,g,p)&&i())},o=e.priority||mi;n.beforeRender(s,o(a))}}}},jg=function(){function t(e){var r=arguments.length>1&&arguments[1]!==void 0?arguments[1]:an;vi(this,t),this.idsByKey=new Bt,this.keyForId=new Bt,this.cachesByLvl=new Bt,this.lvls=[],this.getKey=e,this.doesEleInvalidateKey=r}return di(t,[{key:"getIdsFor",value:function(r){r==null&&ze("Can not get id list for null key");var a=this.idsByKey,n=this.idsByKey.get(r);return n||(n=new Ur,a.set(r,n)),n}},{key:"addIdForKey",value:function(r,a){r!=null&&this.getIdsFor(r).add(a)}},{key:"deleteIdForKey",value:function(r,a){r!=null&&this.getIdsFor(r).delete(a)}},{key:"getNumberOfIdsForKey",value:function(r){return r==null?0:this.getIdsFor(r).size}},{key:"updateKeyMappingFor",value:function(r){var a=r.id(),n=this.keyForId.get(a),i=this.getKey(r);this.deleteIdForKey(n,a),this.addIdForKey(i,a),this.keyForId.set(a,i)}},{key:"deleteKeyMappingFor",value:function(r){var a=r.id(),n=this.keyForId.get(a);this.deleteIdForKey(n,a),this.keyForId.delete(a)}},{key:"keyHasChangedFor",value:function(r){var a=r.id(),n=this.keyForId.get(a),i=this.getKey(r);return n!==i}},{key:"isInvalid",value:function(r){return this.keyHasChangedFor(r)||this.doesEleInvalidateKey(r)}},{key:"getCachesAt",value:function(r){var a=this.cachesByLvl,n=this.lvls,i=a.get(r);return i||(i=new Bt,a.set(r,i),n.push(r)),i}},{key:"getCache",value:function(r,a){return this.getCachesAt(a).get(r)}},{key:"get",value:function(r,a){var n=this.getKey(r),i=this.getCache(n,a);return i!=null&&this.updateKeyMappingFor(r),i}},{key:"getForCachedKey",value:function(r,a){var n=this.keyForId.get(r.id()),i=this.getCache(n,a);return i}},{key:"hasCache",value:function(r,a){return this.getCachesAt(a).has(r)}},{key:"has",value:function(r,a){var n=this.getKey(r);return this.hasCache(n,a)}},{key:"setCache",value:function(r,a,n){n.key=r,this.getCachesAt(a).set(r,n)}},{key:"set",value:function(r,a,n){var i=this.getKey(r);this.setCache(i,a,n),this.updateKeyMappingFor(r)}},{key:"deleteCache",value:function(r,a){this.getCachesAt(a).delete(r)}},{key:"delete",value:function(r,a){var n=this.getKey(r);this.deleteCache(n,a)}},{key:"invalidateKey",value:function(r){var a=this;this.lvls.forEach(function(n){return a.deleteCache(r,n)})}},{key:"invalidate",value:function(r){var a=r.id(),n=this.keyForId.get(a);this.deleteKeyMappingFor(r);var i=this.doesEleInvalidateKey(r);return i&&this.invalidateKey(n),i||this.getNumberOfIdsForKey(n)===0}}]),t}(),Ws=25,Ya=50,Ja=-4,si=3,ep=7.99,tp=8,rp=1024,ap=1024,np=1024,ip=.2,sp=.8,op=10,up=.15,lp=.1,fp=.9,hp=.9,cp=100,vp=1,Ir={dequeue:"dequeue",downscale:"downscale",highQuality:"highQuality"},dp=tt({getKey:null,doesEleInvalidateKey:an,drawElement:null,getBoundingBox:null,getRotationPoint:null,getRotationOffset:null,isVisible:Eo,allowEdgeTxrCaching:!0,allowParentTxrCaching:!0}),ua=function(e,r){var a=this;a.renderer=e,a.onDequeues=[];var n=dp(r);be(a,n),a.lookup=new jg(n.getKey,n.doesEleInvalidateKey),a.setupDequeueing()},qe=ua.prototype;qe.reasons=Ir;qe.getTextureQueue=function(t){var e=this;return e.eleImgCaches=e.eleImgCaches||{},e.eleImgCaches[t]=e.eleImgCaches[t]||[]};qe.getRetiredTextureQueue=function(t){var e=this,r=e.eleImgCaches.retired=e.eleImgCaches.retired||{},a=r[t]=r[t]||[];return a};qe.getElementQueue=function(){var t=this,e=t.eleCacheQueue=t.eleCacheQueue||new Da(function(r,a){return a.reqs-r.reqs});return e};qe.getElementKeyToQueue=function(){var t=this,e=t.eleKeyToCacheQueue=t.eleKeyToCacheQueue||{};return e};qe.getElement=function(t,e,r,a,n){var i=this,s=this.renderer,o=s.cy.zoom(),u=this.lookup;if(!e||e.w===0||e.h===0||isNaN(e.w)||isNaN(e.h)||!t.visible()||t.removed()||!i.allowEdgeTxrCaching&&t.isEdge()||!i.allowParentTxrCaching&&t.isParent())return null;if(a==null&&(a=Math.ceil(Ei(o*r))),a=ep||a>si)return null;var l=Math.pow(2,a),f=e.h*l,h=e.w*l,d=s.eleTextBiggerThanMin(t,l);if(!this.isVisible(t,d))return null;var c=u.get(t,a);if(c&&c.invalidated&&(c.invalidated=!1,c.texture.invalidatedWidth-=c.width),c)return c;var v;if(f<=Ws?v=Ws:f<=Ya?v=Ya:v=Math.ceil(f/Ya)*Ya,f>np||h>ap)return null;var p=i.getTextureQueue(v),g=p[p.length-2],y=function(){return i.recycleTexture(v,h)||i.addTexture(v,h)};g||(g=p[p.length-1]),g||(g=y()),g.width-g.usedWidtha;L--)w=i.getElement(t,e,r,L,Ir.downscale);D()}else return i.queueElement(t,S.level-1),S;else{var A;if(!m&&!T&&!C)for(var M=a-1;M>=Ja;M--){var O=u.get(t,M);if(O){A=O;break}}if(b(A))return i.queueElement(t,a),A;g.context.translate(g.usedWidth,0),g.context.scale(l,l),this.drawElement(g.context,t,e,d,!1),g.context.scale(1/l,1/l),g.context.translate(-g.usedWidth,0)}return c={x:g.usedWidth,texture:g,level:a,scale:l,width:h,height:f,scaledLabelShown:d},g.usedWidth+=Math.ceil(h+tp),g.eleCaches.push(c),u.set(t,a,c),i.checkTextureFullness(g),c};qe.invalidateElements=function(t){for(var e=0;e=ip*t.width&&this.retireTexture(t)};qe.checkTextureFullness=function(t){var e=this,r=e.getTextureQueue(t.height);t.usedWidth/t.width>sp&&t.fullnessChecks>=op?er(r,t):t.fullnessChecks++};qe.retireTexture=function(t){var e=this,r=t.height,a=e.getTextureQueue(r),n=this.lookup;er(a,t),t.retired=!0;for(var i=t.eleCaches,s=0;s=e)return s.retired=!1,s.usedWidth=0,s.invalidatedWidth=0,s.fullnessChecks=0,bi(s.eleCaches),s.context.setTransform(1,0,0,1,0,0),s.context.clearRect(0,0,s.width,s.height),er(n,s),a.push(s),s}};qe.queueElement=function(t,e){var r=this,a=r.getElementQueue(),n=r.getElementKeyToQueue(),i=this.getKey(t),s=n[i];if(s)s.level=Math.max(s.level,e),s.eles.merge(t),s.reqs++,a.updateItem(s);else{var o={eles:t.spawn().merge(t),level:e,reqs:1,key:i};a.push(o),n[i]=o}};qe.dequeue=function(t){for(var e=this,r=e.getElementQueue(),a=e.getElementKeyToQueue(),n=[],i=e.lookup,s=0;s0;s++){var o=r.pop(),u=o.key,l=o.eles[0],f=i.hasCache(l,o.level);if(a[u]=null,f)continue;n.push(o);var h=e.getBoundingBox(l);e.getElement(l,h,t,o.level,Ir.dequeue)}return n};qe.removeFromQueue=function(t){var e=this,r=e.getElementQueue(),a=e.getElementKeyToQueue(),n=this.getKey(t),i=a[n];i!=null&&(i.eles.length===1?(i.reqs=yi,r.updateItem(i),r.pop(),a[n]=null):i.eles.unmerge(t))};qe.onDequeue=function(t){this.onDequeues.push(t)};qe.offDequeue=function(t){er(this.onDequeues,t)};qe.setupDequeueing=Ou.setupDequeueing({deqRedrawThreshold:cp,deqCost:up,deqAvgCost:lp,deqNoDrawCost:fp,deqFastCost:hp,deq:function(e,r,a){return e.dequeue(r,a)},onDeqd:function(e,r){for(var a=0;a=pp||r>cn)return null}a.validateLayersElesOrdering(r,t);var u=a.layersByLevel,l=Math.pow(2,r),f=u[r]=u[r]||[],h,d=a.levelIsComplete(r,t),c,v=function(){var D=function(I){if(a.validateLayersElesOrdering(I,t),a.levelIsComplete(I,t))return c=u[I],!0},L=function(I){if(!c)for(var R=r+I;fa<=R&&R<=cn&&!D(R);R+=I);};L(1),L(-1);for(var A=f.length-1;A>=0;A--){var M=f[A];M.invalid&&er(f,M)}};if(!d)v();else return f;var p=function(){if(!h){h=gt();for(var D=0;DCp)return null;var 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e=this;t.length!==0&&(e.lastInvalidationTime=$t(),!(t.length===0||!e.haveLayers())&&e.updateElementsInLayers(t,function(a,n,i){e.invalidateLayer(a)}))};rt.invalidateLayer=function(t){if(this.lastInvalidationTime=$t(),!t.invalid){var e=t.level,r=t.eles,a=this.layersByLevel[e];er(a,t),t.elesQueue=[],t.invalid=!0,t.replacement&&(t.replacement.invalid=!0);for(var n=0;n3&&arguments[3]!==void 0?arguments[3]:!0,n=arguments.length>4&&arguments[4]!==void 0?arguments[4]:!0,i=arguments.length>5&&arguments[5]!==void 0?arguments[5]:!0,s=this,o=e._private.rscratch;if(!(i&&!e.visible())&&!(o.badLine||o.allpts==null||isNaN(o.allpts[0]))){var u;r&&(u=r,t.translate(-u.x1,-u.y1));var l=i?e.pstyle("opacity").value:1,f=i?e.pstyle("line-opacity").value:1,h=e.pstyle("curve-style").value,d=e.pstyle("line-style").value,c=e.pstyle("width").pfValue,v=e.pstyle("line-cap").value,p=l*f,g=l*f,y=function(){var A=arguments.length>0&&arguments[0]!==void 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yt={},Bp=100;yt.getPixelRatio=function(){var t=this.data.contexts[0];if(this.forcedPixelRatio!=null)return this.forcedPixelRatio;var e=t.backingStorePixelRatio||t.webkitBackingStorePixelRatio||t.mozBackingStorePixelRatio||t.msBackingStorePixelRatio||t.oBackingStorePixelRatio||t.backingStorePixelRatio||1;return(window.devicePixelRatio||1)/e};yt.paintCache=function(t){for(var e=this.paintCaches=this.paintCaches||[],r=!0,a,n=0;ns.minMbLowQualFrames&&(s.motionBlurPxRatio=s.mbPxRBlurry)),s.clearingMotionBlur&&(s.motionBlurPxRatio=1),s.textureDrawLastFrame&&!h&&(f[s.NODE]=!0,f[s.SELECT_BOX]=!0);var b=u.style(),m=u.zoom(),T=n!==void 0?n:m,C=u.pan(),S={x:C.x,y:C.y},E={zoom:m,pan:{x:C.x,y:C.y}},x=s.prevViewport,w=x===void 0||E.zoom!==x.zoom||E.pan.x!==x.pan.x||E.pan.y!==x.pan.y;!w&&!(p&&!v)&&(s.motionBlurPxRatio=1),i&&(S=i),T*=o,S.x*=o,S.y*=o;var D=s.getCachedZSortedEles();function L(te,ie,ue,ce,fe){var 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M=s.data.bufferContexts[s.TEXTURE_BUFFER];M.setTransform(1,0,0,1,0,0),M.clearRect(0,0,s.canvasWidth*s.textureMult,s.canvasHeight*s.textureMult),s.render({forcedContext:M,drawOnlyNodeLayer:!0,forcedPxRatio:o*s.textureMult});var E=s.textureCache.viewport={zoom:u.zoom(),pan:u.pan(),width:s.canvasWidth,height:s.canvasHeight};E.mpan={x:(0-E.pan.x)/E.zoom,y:(0-E.pan.y)/E.zoom}}f[s.DRAG]=!1,f[s.NODE]=!1;var O=l.contexts[s.NODE],I=s.textureCache.texture,E=s.textureCache.viewport;O.setTransform(1,0,0,1,0,0),d?L(O,0,0,E.width,E.height):O.clearRect(0,0,E.width,E.height);var R=b.core("outside-texture-bg-color").value,k=b.core("outside-texture-bg-opacity").value;s.colorFillStyle(O,R[0],R[1],R[2],k),O.fillRect(0,0,E.width,E.height);var m=u.zoom();A(O,!1),O.clearRect(E.mpan.x,E.mpan.y,E.width/E.zoom/o,E.height/E.zoom/o),O.drawImage(I,E.mpan.x,E.mpan.y,E.width/E.zoom/o,E.height/E.zoom/o)}else s.textureOnViewport&&!e&&(s.textureCache=null);var P=u.extent(),B=s.pinching||s.hoverData.dragging||s.swipePanning||s.data.wheelZooming||s.hoverData.draggingEles||s.cy.animated(),V=s.hideEdgesOnViewport&&B,F=[];if(F[s.NODE]=!f[s.NODE]&&d&&!s.clearedForMotionBlur[s.NODE]||s.clearingMotionBlur,F[s.NODE]&&(s.clearedForMotionBlur[s.NODE]=!0),F[s.DRAG]=!f[s.DRAG]&&d&&!s.clearedForMotionBlur[s.DRAG]||s.clearingMotionBlur,F[s.DRAG]&&(s.clearedForMotionBlur[s.DRAG]=!0),f[s.NODE]||r||a||F[s.NODE]){var G=d&&!F[s.NODE]&&c!==1,O=e||(G?s.data.bufferContexts[s.MOTIONBLUR_BUFFER_NODE]:l.contexts[s.NODE]),Y=d&&!G?"motionBlur":void 0;A(O,Y),V?s.drawCachedNodes(O,D.nondrag,o,P):s.drawLayeredElements(O,D.nondrag,o,P),s.debug&&s.drawDebugPoints(O,D.nondrag),!r&&!d&&(f[s.NODE]=!1)}if(!a&&(f[s.DRAG]||r||F[s.DRAG])){var G=d&&!F[s.DRAG]&&c!==1,O=e||(G?s.data.bufferContexts[s.MOTIONBLUR_BUFFER_DRAG]:l.contexts[s.DRAG]);A(O,d&&!G?"motionBlur":void 0),V?s.drawCachedNodes(O,D.drag,o,P):s.drawCachedElements(O,D.drag,o,P),s.debug&&s.drawDebugPoints(O,D.drag),!r&&!d&&(f[s.DRAG]=!1)}if(s.showFps||!a&&f[s.SELECT_BOX]&&!r){var O=e||l.contexts[s.SELECT_BOX];if(A(O),s.selection[4]==1&&(s.hoverData.selecting||s.touchData.selecting)){var m=s.cy.zoom(),_=b.core("selection-box-border-width").value/m;O.lineWidth=_,O.fillStyle="rgba("+b.core("selection-box-color").value[0]+","+b.core("selection-box-color").value[1]+","+b.core("selection-box-color").value[2]+","+b.core("selection-box-opacity").value+")",O.fillRect(s.selection[0],s.selection[1],s.selection[2]-s.selection[0],s.selection[3]-s.selection[1]),_>0&&(O.strokeStyle="rgba("+b.core("selection-box-border-color").value[0]+","+b.core("selection-box-border-color").value[1]+","+b.core("selection-box-border-color").value[2]+","+b.core("selection-box-opacity").value+")",O.strokeRect(s.selection[0],s.selection[1],s.selection[2]-s.selection[0],s.selection[3]-s.selection[1]))}if(l.bgActivePosistion&&!s.hoverData.selecting){var m=s.cy.zoom(),q=l.bgActivePosistion;O.fillStyle="rgba("+b.core("active-bg-color").value[0]+","+b.core("active-bg-color").value[1]+","+b.core("active-bg-color").value[2]+","+b.core("active-bg-opacity").value+")",O.beginPath(),O.arc(q.x,q.y,b.core("active-bg-size").pfValue/m,0,2*Math.PI),O.fill()}var U=s.lastRedrawTime;if(s.showFps&&U){U=Math.round(U);var z=Math.round(1e3/U);O.setTransform(1,0,0,1,0,0),O.fillStyle="rgba(255, 0, 0, 0.75)",O.strokeStyle="rgba(255, 0, 0, 0.75)",O.lineWidth=1,O.fillText("1 frame = "+U+" ms = "+z+" fps",0,20);var H=60;O.strokeRect(0,30,250,20),O.fillRect(0,30,250*Math.min(z/H,1),20)}r||(f[s.SELECT_BOX]=!1)}if(d&&c!==1){var W=l.contexts[s.NODE],J=s.data.bufferCanvases[s.MOTIONBLUR_BUFFER_NODE],ee=l.contexts[s.DRAG],oe=s.data.bufferCanvases[s.MOTIONBLUR_BUFFER_DRAG],me=function(ie,ue,ce){ie.setTransform(1,0,0,1,0,0),ce||!y?ie.clearRect(0,0,s.canvasWidth,s.canvasHeight):L(ie,0,0,s.canvasWidth,s.canvasHeight);var fe=c;ie.drawImage(ue,0,0,s.canvasWidth*fe,s.canvasHeight*fe,0,0,s.canvasWidth,s.canvasHeight)};(f[s.NODE]||F[s.NODE])&&(me(W,J,F[s.NODE]),f[s.NODE]=!1),(f[s.DRAG]||F[s.DRAG])&&(me(ee,oe,F[s.DRAG]),f[s.DRAG]=!1)}s.prevViewport=E,s.clearingMotionBlur&&(s.clearingMotionBlur=!1,s.motionBlurCleared=!0,s.motionBlur=!0),d&&(s.motionBlurTimeout=setTimeout(function(){s.motionBlurTimeout=null,s.clearedForMotionBlur[s.NODE]=!1,s.clearedForMotionBlur[s.DRAG]=!1,s.motionBlur=!1,s.clearingMotionBlur=!h,s.mbFrames=0,f[s.NODE]=!0,f[s.DRAG]=!0,s.redraw()},Bp)),e||u.emit("render")};var sr={};sr.drawPolygonPath=function(t,e,r,a,n,i){var s=a/2,o=n/2;t.beginPath&&t.beginPath(),t.moveTo(e+s*i[0],r+o*i[1]);for(var u=1;u0&&s>0){c.clearRect(0,0,i,s),c.globalCompositeOperation="source-over";var v=this.getCachedZSortedEles();if(t.full)c.translate(-a.x1*l,-a.y1*l),c.scale(l,l),this.drawElements(c,v),c.scale(1/l,1/l),c.translate(a.x1*l,a.y1*l);else{var p=e.pan(),g={x:p.x*l,y:p.y*l};l*=e.zoom(),c.translate(g.x,g.y),c.scale(l,l),this.drawElements(c,v),c.scale(1/l,1/l),c.translate(-g.x,-g.y)}t.bg&&(c.globalCompositeOperation="destination-over",c.fillStyle=t.bg,c.rect(0,0,i,s),c.fill())}return d};function Fp(t,e){for(var r=atob(t),a=new ArrayBuffer(r.length),n=new Uint8Array(a),i=0;i"u"?"undefined":Xe(OffscreenCanvas))!=="undefined"?r=new OffscreenCanvas(t,e):(r=document.createElement("canvas"),r.width=t,r.height=e),r};[Mu,zt,Xt,Bi,xr,Zr,yt,sr,Na,Bu].forEach(function(t){be(Se,t)});var Vp=[{name:"null",impl:mu},{name:"base",impl:Au},{name:"canvas",impl:Gp}],Up=[{type:"layout",extensions:qg},{type:"renderer",extensions:Vp}],Gu={},zu={};function Vu(t,e,r){var a=r,n=function(x){Ne("Can not register `"+e+"` for `"+t+"` since `"+x+"` already exists in the prototype and can not be overridden")};if(t==="core"){if(wa.prototype[e])return n(e);wa.prototype[e]=r}else if(t==="collection"){if(et.prototype[e])return n(e);et.prototype[e]=r}else if(t==="layout"){for(var i=function(x){this.options=x,r.call(this,x),Ce(this._private)||(this._private={}),this._private.cy=x.cy,this._private.listeners=[],this.createEmitter()},s=i.prototype=Object.create(r.prototype),o=[],u=0;uv&&(this.rect.x-=(this.labelWidth-v)/2,this.setWidth(this.labelWidth)),this.labelHeight>p&&(this.labelPos=="center"?this.rect.y-=(this.labelHeight-p)/2:this.labelPos=="top"&&(this.rect.y-=this.labelHeight-p),this.setHeight(this.labelHeight))}}},h.prototype.getInclusionTreeDepth=function(){if(this.inclusionTreeDepth==s.MAX_VALUE)throw"assert failed";return this.inclusionTreeDepth},h.prototype.transform=function(c){var v=this.rect.x;v>u.WORLD_BOUNDARY?v=u.WORLD_BOUNDARY:v<-u.WORLD_BOUNDARY&&(v=-u.WORLD_BOUNDARY);var p=this.rect.y;p>u.WORLD_BOUNDARY?p=u.WORLD_BOUNDARY:p<-u.WORLD_BOUNDARY&&(p=-u.WORLD_BOUNDARY);var g=new f(v,p),y=c.inverseTransformPoint(g);this.setLocation(y.x,y.y)},h.prototype.getLeft=function(){return this.rect.x},h.prototype.getRight=function(){return this.rect.x+this.rect.width},h.prototype.getTop=function(){return this.rect.y},h.prototype.getBottom=function(){return this.rect.y+this.rect.height},h.prototype.getParent=function(){return this.owner==null?null:this.owner.getParent()},r.exports=h},function(r,a,n){function i(s,o){s==null&&o==null?(this.x=0,this.y=0):(this.x=s,this.y=o)}i.prototype.getX=function(){return this.x},i.prototype.getY=function(){return this.y},i.prototype.setX=function(s){this.x=s},i.prototype.setY=function(s){this.y=s},i.prototype.getDifference=function(s){return new DimensionD(this.x-s.x,this.y-s.y)},i.prototype.getCopy=function(){return new i(this.x,this.y)},i.prototype.translate=function(s){return this.x+=s.width,this.y+=s.height,this},r.exports=i},function(r,a,n){var i=n(2),s=n(10),o=n(0),u=n(6),l=n(3),f=n(1),h=n(13),d=n(12),c=n(11);function v(g,y,b){i.call(this,b),this.estimatedSize=s.MIN_VALUE,this.margin=o.DEFAULT_GRAPH_MARGIN,this.edges=[],this.nodes=[],this.isConnected=!1,this.parent=g,y!=null&&y instanceof u?this.graphManager=y:y!=null&&y instanceof Layout&&(this.graphManager=y.graphManager)}v.prototype=Object.create(i.prototype);for(var p in i)v[p]=i[p];v.prototype.getNodes=function(){return this.nodes},v.prototype.getEdges=function(){return this.edges},v.prototype.getGraphManager=function(){return this.graphManager},v.prototype.getParent=function(){return this.parent},v.prototype.getLeft=function(){return this.left},v.prototype.getRight=function(){return this.right},v.prototype.getTop=function(){return this.top},v.prototype.getBottom=function(){return this.bottom},v.prototype.isConnected=function(){return this.isConnected},v.prototype.add=function(g,y,b){if(y==null&&b==null){var m=g;if(this.graphManager==null)throw"Graph has no graph mgr!";if(this.getNodes().indexOf(m)>-1)throw"Node already in graph!";return m.owner=this,this.getNodes().push(m),m}else{var T=g;if(!(this.getNodes().indexOf(y)>-1&&this.getNodes().indexOf(b)>-1))throw"Source or target not in graph!";if(!(y.owner==b.owner&&y.owner==this))throw"Both owners must be this graph!";return y.owner!=b.owner?null:(T.source=y,T.target=b,T.isInterGraph=!1,this.getEdges().push(T),y.edges.push(T),b!=y&&b.edges.push(T),T)}},v.prototype.remove=function(g){var y=g;if(g instanceof l){if(y==null)throw"Node is null!";if(!(y.owner!=null&&y.owner==this))throw"Owner graph is invalid!";if(this.graphManager==null)throw"Owner graph manager is invalid!";for(var b=y.edges.slice(),m,T=b.length,C=0;C-1&&x>-1))throw"Source and/or target doesn't know this edge!";m.source.edges.splice(E,1),m.target!=m.source&&m.target.edges.splice(x,1);var S=m.source.owner.getEdges().indexOf(m);if(S==-1)throw"Not in owner's edge list!";m.source.owner.getEdges().splice(S,1)}},v.prototype.updateLeftTop=function(){for(var g=s.MAX_VALUE,y=s.MAX_VALUE,b,m,T,C=this.getNodes(),S=C.length,E=0;Eb&&(g=b),y>m&&(y=m)}return g==s.MAX_VALUE?null:(C[0].getParent().paddingLeft!=null?T=C[0].getParent().paddingLeft:T=this.margin,this.left=y-T,this.top=g-T,new d(this.left,this.top))},v.prototype.updateBounds=function(g){for(var y=s.MAX_VALUE,b=-s.MAX_VALUE,m=s.MAX_VALUE,T=-s.MAX_VALUE,C,S,E,x,w,D=this.nodes,L=D.length,A=0;AC&&(y=C),bE&&(m=E),TC&&(y=C),bE&&(m=E),T=this.nodes.length){var L=0;b.forEach(function(A){A.owner==g&&L++}),L==this.nodes.length&&(this.isConnected=!0)}},r.exports=v},function(r,a,n){var i,s=n(1);function o(u){i=n(5),this.layout=u,this.graphs=[],this.edges=[]}o.prototype.addRoot=function(){var u=this.layout.newGraph(),l=this.layout.newNode(null),f=this.add(u,l);return this.setRootGraph(f),this.rootGraph},o.prototype.add=function(u,l,f,h,d){if(f==null&&h==null&&d==null){if(u==null)throw"Graph is null!";if(l==null)throw"Parent node is null!";if(this.graphs.indexOf(u)>-1)throw"Graph already in this graph mgr!";if(this.graphs.push(u),u.parent!=null)throw"Already has a parent!";if(l.child!=null)throw"Already has a child!";return u.parent=l,l.child=u,u}else{d=f,h=l,f=u;var c=h.getOwner(),v=d.getOwner();if(!(c!=null&&c.getGraphManager()==this))throw"Source not in this graph mgr!";if(!(v!=null&&v.getGraphManager()==this))throw"Target not in this graph mgr!";if(c==v)return f.isInterGraph=!1,c.add(f,h,d);if(f.isInterGraph=!0,f.source=h,f.target=d,this.edges.indexOf(f)>-1)throw"Edge already in inter-graph edge list!";if(this.edges.push(f),!(f.source!=null&&f.target!=null))throw"Edge source and/or target is null!";if(!(f.source.edges.indexOf(f)==-1&&f.target.edges.indexOf(f)==-1))throw"Edge already in source and/or target incidency list!";return f.source.edges.push(f),f.target.edges.push(f),f}},o.prototype.remove=function(u){if(u instanceof i){var l=u;if(l.getGraphManager()!=this)throw"Graph not in this graph mgr";if(!(l==this.rootGraph||l.parent!=null&&l.parent.graphManager==this))throw"Invalid parent node!";var f=[];f=f.concat(l.getEdges());for(var h,d=f.length,c=0;c=u.getRight()?l[0]+=Math.min(u.getX()-o.getX(),o.getRight()-u.getRight()):u.getX()<=o.getX()&&u.getRight()>=o.getRight()&&(l[0]+=Math.min(o.getX()-u.getX(),u.getRight()-o.getRight())),o.getY()<=u.getY()&&o.getBottom()>=u.getBottom()?l[1]+=Math.min(u.getY()-o.getY(),o.getBottom()-u.getBottom()):u.getY()<=o.getY()&&u.getBottom()>=o.getBottom()&&(l[1]+=Math.min(o.getY()-u.getY(),u.getBottom()-o.getBottom()));var d=Math.abs((u.getCenterY()-o.getCenterY())/(u.getCenterX()-o.getCenterX()));u.getCenterY()===o.getCenterY()&&u.getCenterX()===o.getCenterX()&&(d=1);var c=d*l[0],v=l[1]/d;l[0]c)return l[0]=f,l[1]=p,l[2]=d,l[3]=D,!1;if(hd)return l[0]=v,l[1]=h,l[2]=x,l[3]=c,!1;if(fd?(l[0]=y,l[1]=b,O=!0):(l[0]=g,l[1]=p,O=!0):R===P&&(f>d?(l[0]=v,l[1]=p,O=!0):(l[0]=m,l[1]=b,O=!0)),-k===P?d>f?(l[2]=w,l[3]=D,I=!0):(l[2]=x,l[3]=E,I=!0):k===P&&(d>f?(l[2]=S,l[3]=E,I=!0):(l[2]=L,l[3]=D,I=!0)),O&&I)return!1;if(f>d?h>c?(B=this.getCardinalDirection(R,P,4),V=this.getCardinalDirection(k,P,2)):(B=this.getCardinalDirection(-R,P,3),V=this.getCardinalDirection(-k,P,1)):h>c?(B=this.getCardinalDirection(-R,P,1),V=this.getCardinalDirection(-k,P,3)):(B=this.getCardinalDirection(R,P,2),V=this.getCardinalDirection(k,P,4)),!O)switch(B){case 1:G=p,F=f+-C/P,l[0]=F,l[1]=G;break;case 2:F=m,G=h+T*P,l[0]=F,l[1]=G;break;case 3:G=b,F=f+C/P,l[0]=F,l[1]=G;break;case 4:F=y,G=h+-T*P,l[0]=F,l[1]=G;break}if(!I)switch(V){case 1:_=E,Y=d+-M/P,l[2]=Y,l[3]=_;break;case 2:Y=L,_=c+A*P,l[2]=Y,l[3]=_;break;case 3:_=D,Y=d+M/P,l[2]=Y,l[3]=_;break;case 4:Y=w,_=c+-A*P,l[2]=Y,l[3]=_;break}}return!1},s.getCardinalDirection=function(o,u,l){return o>u?l:1+l%4},s.getIntersection=function(o,u,l,f){if(f==null)return this.getIntersection2(o,u,l);var h=o.x,d=o.y,c=u.x,v=u.y,p=l.x,g=l.y,y=f.x,b=f.y,m=void 0,T=void 0,C=void 0,S=void 0,E=void 0,x=void 0,w=void 0,D=void 0,L=void 0;return C=v-d,E=h-c,w=c*d-h*v,S=b-g,x=p-y,D=y*g-p*b,L=C*x-S*E,L===0?null:(m=(E*D-x*w)/L,T=(S*w-C*D)/L,new i(m,T))},s.angleOfVector=function(o,u,l,f){var h=void 0;return o!==l?(h=Math.atan((f-u)/(l-o)),l0?1:s<0?-1:0},i.floor=function(s){return s<0?Math.ceil(s):Math.floor(s)},i.ceil=function(s){return s<0?Math.floor(s):Math.ceil(s)},r.exports=i},function(r,a,n){function i(){}i.MAX_VALUE=2147483647,i.MIN_VALUE=-2147483648,r.exports=i},function(r,a,n){var i=function(){function h(d,c){for(var v=0;v"u"?"undefined":i(o);return o==null||u!="object"&&u!="function"},r.exports=s},function(r,a,n){function i(p){if(Array.isArray(p)){for(var g=0,y=Array(p.length);g0&&g;){for(C.push(E[0]);C.length>0&&g;){var x=C[0];C.splice(0,1),T.add(x);for(var w=x.getEdges(),m=0;m-1&&E.splice(M,1)}T=new Set,S=new Map}}return p},v.prototype.createDummyNodesForBendpoints=function(p){for(var g=[],y=p.source,b=this.graphManager.calcLowestCommonAncestor(p.source,p.target),m=0;m0){for(var b=this.edgeToDummyNodes.get(y),m=0;m=0&&g.splice(D,1);var L=S.getNeighborsList();L.forEach(function(O){if(y.indexOf(O)<0){var I=b.get(O),R=I-1;R==1&&x.push(O),b.set(O,R)}})}y=y.concat(x),(g.length==1||g.length==2)&&(m=!0,T=g[0])}return T},v.prototype.setGraphManager=function(p){this.graphManager=p},r.exports=v},function(r,a,n){function i(){}i.seed=1,i.x=0,i.nextDouble=function(){return i.x=Math.sin(i.seed++)*1e4,i.x-Math.floor(i.x)},r.exports=i},function(r,a,n){var i=n(4);function s(o,u){this.lworldOrgX=0,this.lworldOrgY=0,this.ldeviceOrgX=0,this.ldeviceOrgY=0,this.lworldExtX=1,this.lworldExtY=1,this.ldeviceExtX=1,this.ldeviceExtY=1}s.prototype.getWorldOrgX=function(){return this.lworldOrgX},s.prototype.setWorldOrgX=function(o){this.lworldOrgX=o},s.prototype.getWorldOrgY=function(){return this.lworldOrgY},s.prototype.setWorldOrgY=function(o){this.lworldOrgY=o},s.prototype.getWorldExtX=function(){return this.lworldExtX},s.prototype.setWorldExtX=function(o){this.lworldExtX=o},s.prototype.getWorldExtY=function(){return this.lworldExtY},s.prototype.setWorldExtY=function(o){this.lworldExtY=o},s.prototype.getDeviceOrgX=function(){return this.ldeviceOrgX},s.prototype.setDeviceOrgX=function(o){this.ldeviceOrgX=o},s.prototype.getDeviceOrgY=function(){return this.ldeviceOrgY},s.prototype.setDeviceOrgY=function(o){this.ldeviceOrgY=o},s.prototype.getDeviceExtX=function(){return this.ldeviceExtX},s.prototype.setDeviceExtX=function(o){this.ldeviceExtX=o},s.prototype.getDeviceExtY=function(){return this.ldeviceExtY},s.prototype.setDeviceExtY=function(o){this.ldeviceExtY=o},s.prototype.transformX=function(o){var u=0,l=this.lworldExtX;return l!=0&&(u=this.ldeviceOrgX+(o-this.lworldOrgX)*this.ldeviceExtX/l),u},s.prototype.transformY=function(o){var u=0,l=this.lworldExtY;return l!=0&&(u=this.ldeviceOrgY+(o-this.lworldOrgY)*this.ldeviceExtY/l),u},s.prototype.inverseTransformX=function(o){var u=0,l=this.ldeviceExtX;return l!=0&&(u=this.lworldOrgX+(o-this.ldeviceOrgX)*this.lworldExtX/l),u},s.prototype.inverseTransformY=function(o){var u=0,l=this.ldeviceExtY;return l!=0&&(u=this.lworldOrgY+(o-this.ldeviceOrgY)*this.lworldExtY/l),u},s.prototype.inverseTransformPoint=function(o){var u=new i(this.inverseTransformX(o.x),this.inverseTransformY(o.y));return u},r.exports=s},function(r,a,n){function i(c){if(Array.isArray(c)){for(var v=0,p=Array(c.length);vo.ADAPTATION_LOWER_NODE_LIMIT&&(this.coolingFactor=Math.max(this.coolingFactor*o.COOLING_ADAPTATION_FACTOR,this.coolingFactor-(c-o.ADAPTATION_LOWER_NODE_LIMIT)/(o.ADAPTATION_UPPER_NODE_LIMIT-o.ADAPTATION_LOWER_NODE_LIMIT)*this.coolingFactor*(1-o.COOLING_ADAPTATION_FACTOR))),this.maxNodeDisplacement=o.MAX_NODE_DISPLACEMENT_INCREMENTAL):(c>o.ADAPTATION_LOWER_NODE_LIMIT?this.coolingFactor=Math.max(o.COOLING_ADAPTATION_FACTOR,1-(c-o.ADAPTATION_LOWER_NODE_LIMIT)/(o.ADAPTATION_UPPER_NODE_LIMIT-o.ADAPTATION_LOWER_NODE_LIMIT)*(1-o.COOLING_ADAPTATION_FACTOR)):this.coolingFactor=1,this.initialCoolingFactor=this.coolingFactor,this.maxNodeDisplacement=o.MAX_NODE_DISPLACEMENT),this.maxIterations=Math.max(this.getAllNodes().length*5,this.maxIterations),this.totalDisplacementThreshold=this.displacementThresholdPerNode*this.getAllNodes().length,this.repulsionRange=this.calcRepulsionRange()},h.prototype.calcSpringForces=function(){for(var c=this.getAllEdges(),v,p=0;p0&&arguments[0]!==void 0?arguments[0]:!0,v=arguments.length>1&&arguments[1]!==void 0?arguments[1]:!1,p,g,y,b,m=this.getAllNodes(),T;if(this.useFRGridVariant)for(this.totalIterations%o.GRID_CALCULATION_CHECK_PERIOD==1&&c&&this.updateGrid(),T=new Set,p=0;pC||T>C)&&(c.gravitationForceX=-this.gravityConstant*y,c.gravitationForceY=-this.gravityConstant*b)):(C=v.getEstimatedSize()*this.compoundGravityRangeFactor,(m>C||T>C)&&(c.gravitationForceX=-this.gravityConstant*y*this.compoundGravityConstant,c.gravitationForceY=-this.gravityConstant*b*this.compoundGravityConstant))},h.prototype.isConverged=function(){var c,v=!1;return this.totalIterations>this.maxIterations/3&&(v=Math.abs(this.totalDisplacement-this.oldTotalDisplacement)<2),c=this.totalDisplacement=m.length||C>=m[0].length)){for(var S=0;Sh}}]),l}();r.exports=u},function(r,a,n){var i=function(){function u(l,f){for(var h=0;h2&&arguments[2]!==void 0?arguments[2]:1,d=arguments.length>3&&arguments[3]!==void 0?arguments[3]:-1,c=arguments.length>4&&arguments[4]!==void 0?arguments[4]:-1;s(this,u),this.sequence1=l,this.sequence2=f,this.match_score=h,this.mismatch_penalty=d,this.gap_penalty=c,this.iMax=l.length+1,this.jMax=f.length+1,this.grid=new Array(this.iMax);for(var v=0;v=0;l--){var f=this.listeners[l];f.event===o&&f.callback===u&&this.listeners.splice(l,1)}},s.emit=function(o,u){for(var l=0;lf.coolingFactor*f.maxNodeDisplacement&&(this.displacementX=f.coolingFactor*f.maxNodeDisplacement*o.sign(this.displacementX)),Math.abs(this.displacementY)>f.coolingFactor*f.maxNodeDisplacement&&(this.displacementY=f.coolingFactor*f.maxNodeDisplacement*o.sign(this.displacementY)),this.child==null?this.moveBy(this.displacementX,this.displacementY):this.child.getNodes().length==0?this.moveBy(this.displacementX,this.displacementY):this.propogateDisplacementToChildren(this.displacementX,this.displacementY),f.totalDisplacement+=Math.abs(this.displacementX)+Math.abs(this.displacementY),this.springForceX=0,this.springForceY=0,this.repulsionForceX=0,this.repulsionForceY=0,this.gravitationForceX=0,this.gravitationForceY=0,this.displacementX=0,this.displacementY=0},u.prototype.propogateDisplacementToChildren=function(f,h){for(var d=this.getChild().getNodes(),c,v=0;v0)this.positionNodesRadially(E);else{this.reduceTrees(),this.graphManager.resetAllNodesToApplyGravitation();var x=new Set(this.getAllNodes()),w=this.nodesWithGravity.filter(function(D){return x.has(D)});this.graphManager.setAllNodesToApplyGravitation(w),this.positionNodesRandomly()}}return this.initSpringEmbedder(),this.runSpringEmbedder(),!0},C.prototype.tick=function(){if(this.totalIterations++,this.totalIterations===this.maxIterations&&!this.isTreeGrowing&&!this.isGrowthFinished)if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;if(this.totalIterations%d.CONVERGENCE_CHECK_PERIOD==0&&!this.isTreeGrowing&&!this.isGrowthFinished){if(this.isConverged())if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;this.coolingCycle++,this.layoutQuality==0?this.coolingAdjuster=this.coolingCycle:this.layoutQuality==1&&(this.coolingAdjuster=this.coolingCycle/3),this.coolingFactor=Math.max(this.initialCoolingFactor-Math.pow(this.coolingCycle,Math.log(100*(this.initialCoolingFactor-this.finalTemperature))/Math.log(this.maxCoolingCycle))/100*this.coolingAdjuster,this.finalTemperature),this.animationPeriod=Math.ceil(this.initialAnimationPeriod*Math.sqrt(this.coolingFactor))}if(this.isTreeGrowing){if(this.growTreeIterations%10==0)if(this.prunedNodesAll.length>0){this.graphManager.updateBounds(),this.updateGrid(),this.growTree(this.prunedNodesAll),this.graphManager.resetAllNodesToApplyGravitation();var E=new Set(this.getAllNodes()),x=this.nodesWithGravity.filter(function(L){return E.has(L)});this.graphManager.setAllNodesToApplyGravitation(x),this.graphManager.updateBounds(),this.updateGrid(),this.coolingFactor=d.DEFAULT_COOLING_FACTOR_INCREMENTAL}else this.isTreeGrowing=!1,this.isGrowthFinished=!0;this.growTreeIterations++}if(this.isGrowthFinished){if(this.isConverged())return!0;this.afterGrowthIterations%10==0&&(this.graphManager.updateBounds(),this.updateGrid()),this.coolingFactor=d.DEFAULT_COOLING_FACTOR_INCREMENTAL*((100-this.afterGrowthIterations)/100),this.afterGrowthIterations++}var w=!this.isTreeGrowing&&!this.isGrowthFinished,D=this.growTreeIterations%10==1&&this.isTreeGrowing||this.afterGrowthIterations%10==1&&this.isGrowthFinished;return this.totalDisplacement=0,this.graphManager.updateBounds(),this.calcSpringForces(),this.calcRepulsionForces(w,D),this.calcGravitationalForces(),this.moveNodes(),this.animate(),!1},C.prototype.getPositionsData=function(){for(var E=this.graphManager.getAllNodes(),x={},w=0;w1){var O;for(O=0;OD&&(D=Math.floor(M.y)),A=Math.floor(M.x+h.DEFAULT_COMPONENT_SEPERATION)}this.transform(new p(c.WORLD_CENTER_X-M.x/2,c.WORLD_CENTER_Y-M.y/2))},C.radialLayout=function(E,x,w){var D=Math.max(this.maxDiagonalInTree(E),h.DEFAULT_RADIAL_SEPARATION);C.branchRadialLayout(x,null,0,359,0,D);var L=m.calculateBounds(E),A=new T;A.setDeviceOrgX(L.getMinX()),A.setDeviceOrgY(L.getMinY()),A.setWorldOrgX(w.x),A.setWorldOrgY(w.y);for(var M=0;M1;){var _=Y[0];Y.splice(0,1);var q=P.indexOf(_);q>=0&&P.splice(q,1),F--,B--}x!=null?G=(P.indexOf(Y[0])+1)%F:G=0;for(var U=Math.abs(D-w)/B,z=G;V!=B;z=++z%F){var H=P[z].getOtherEnd(E);if(H!=x){var W=(w+V*U)%360,J=(W+U)%360;C.branchRadialLayout(H,E,W,J,L+A,A),V++}}},C.maxDiagonalInTree=function(E){for(var x=y.MIN_VALUE,w=0;wx&&(x=L)}return x},C.prototype.calcRepulsionRange=function(){return 2*(this.level+1)*this.idealEdgeLength},C.prototype.groupZeroDegreeMembers=function(){var E=this,x={};this.memberGroups={},this.idToDummyNode={};for(var w=[],D=this.graphManager.getAllNodes(),L=0;L"u"&&(x[O]=[]),x[O]=x[O].concat(A)}Object.keys(x).forEach(function(I){if(x[I].length>1){var R="DummyCompound_"+I;E.memberGroups[R]=x[I];var k=x[I][0].getParent(),P=new l(E.graphManager);P.id=R,P.paddingLeft=k.paddingLeft||0,P.paddingRight=k.paddingRight||0,P.paddingBottom=k.paddingBottom||0,P.paddingTop=k.paddingTop||0,E.idToDummyNode[R]=P;var B=E.getGraphManager().add(E.newGraph(),P),V=k.getChild();V.add(P);for(var F=0;F=0;E--){var x=this.compoundOrder[E],w=x.id,D=x.paddingLeft,L=x.paddingTop;this.adjustLocations(this.tiledMemberPack[w],x.rect.x,x.rect.y,D,L)}},C.prototype.repopulateZeroDegreeMembers=function(){var E=this,x=this.tiledZeroDegreePack;Object.keys(x).forEach(function(w){var D=E.idToDummyNode[w],L=D.paddingLeft,A=D.paddingTop;E.adjustLocations(x[w],D.rect.x,D.rect.y,L,A)})},C.prototype.getToBeTiled=function(E){var x=E.id;if(this.toBeTiled[x]!=null)return this.toBeTiled[x];var w=E.getChild();if(w==null)return this.toBeTiled[x]=!1,!1;for(var D=w.getNodes(),L=0;L0)return this.toBeTiled[x]=!1,!1;if(A.getChild()==null){this.toBeTiled[A.id]=!1;continue}if(!this.getToBeTiled(A))return this.toBeTiled[x]=!1,!1}return this.toBeTiled[x]=!0,!0},C.prototype.getNodeDegree=function(E){E.id;for(var x=E.getEdges(),w=0,D=0;DI&&(I=k.rect.height)}w+=I+E.verticalPadding}},C.prototype.tileCompoundMembers=function(E,x){var w=this;this.tiledMemberPack=[],Object.keys(E).forEach(function(D){var L=x[D];w.tiledMemberPack[D]=w.tileNodes(E[D],L.paddingLeft+L.paddingRight),L.rect.width=w.tiledMemberPack[D].width,L.rect.height=w.tiledMemberPack[D].height})},C.prototype.tileNodes=function(E,x){var w=h.TILING_PADDING_VERTICAL,D=h.TILING_PADDING_HORIZONTAL,L={rows:[],rowWidth:[],rowHeight:[],width:0,height:x,verticalPadding:w,horizontalPadding:D};E.sort(function(O,I){return O.rect.width*O.rect.height>I.rect.width*I.rect.height?-1:O.rect.width*O.rect.height0&&(M+=E.horizontalPadding),E.rowWidth[w]=M,E.width0&&(O+=E.verticalPadding);var I=0;O>E.rowHeight[w]&&(I=E.rowHeight[w],E.rowHeight[w]=O,I=E.rowHeight[w]-I),E.height+=I,E.rows[w].push(x)},C.prototype.getShortestRowIndex=function(E){for(var x=-1,w=Number.MAX_VALUE,D=0;Dw&&(x=D,w=E.rowWidth[D]);return x},C.prototype.canAddHorizontal=function(E,x,w){var D=this.getShortestRowIndex(E);if(D<0)return!0;var L=E.rowWidth[D];if(L+E.horizontalPadding+x<=E.width)return!0;var A=0;E.rowHeight[D]0&&(A=w+E.verticalPadding-E.rowHeight[D]);var M;E.width-L>=x+E.horizontalPadding?M=(E.height+A)/(L+x+E.horizontalPadding):M=(E.height+A)/E.width,A=w+E.verticalPadding;var O;return E.widthA&&x!=w){D.splice(-1,1),E.rows[w].push(L),E.rowWidth[x]=E.rowWidth[x]-A,E.rowWidth[w]=E.rowWidth[w]+A,E.width=E.rowWidth[instance.getLongestRowIndex(E)];for(var M=Number.MIN_VALUE,O=0;OM&&(M=D[O].height);x>0&&(M+=E.verticalPadding);var I=E.rowHeight[x]+E.rowHeight[w];E.rowHeight[x]=M,E.rowHeight[w]0)for(var V=L;V<=A;V++)B[0]+=this.grid[V][M-1].length+this.grid[V][M].length-1;if(A0)for(var V=M;V<=O;V++)B[3]+=this.grid[L-1][V].length+this.grid[L][V].length-1;for(var F=y.MAX_VALUE,G,Y,_=0;_0){var O;O=T.getGraphManager().add(T.newGraph(),w),this.processChildrenList(O,x,T)}}},p.prototype.stop=function(){return this.stopped=!0,this};var y=function(m){m("layout","cose-bilkent",p)};typeof cytoscape<"u"&&y(cytoscape),a.exports=y}])})})(Yu);var qp=Yu.exports;const Wp=rl(qp);var fi=function(){var t=function(T,C,S,E){for(S=S||{},E=T.length;E--;S[T[E]]=C);return 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if(t.hoverData.dragging){if(Q=!0,K.panningEnabled()&&K.userPanningEnabled()){var Mt;if(t.hoverData.justStartedPan){var Vt=t.hoverData.mdownPos;Mt={x:(Z[0]-Vt[0])*X,y:(Z[1]-Vt[1])*X},t.hoverData.justStartedPan=!1}else Mt={x:de[0]*X,y:de[1]*X};K.panBy(Mt),K.emit("dragpan"),t.hoverData.dragged=!0}Z=t.projectIntoViewport(N.clientX,N.clientY)}else if(ye[4]==1&&(le==null||le.pannable())){if(Ie){if(!t.hoverData.dragging&&K.boxSelectionEnabled()&&(ft||!K.panningEnabled()||!K.userPanningEnabled()))mt();else if(!t.hoverData.selecting&&K.panningEnabled()&&K.userPanningEnabled()){var Tt=i(le,t.hoverData.downs);Tt&&(t.hoverData.dragging=!0,t.hoverData.justStartedPan=!0,ye[4]=0,t.data.bgActivePosistion=Mr(re),t.redrawHint("select",!0),t.redraw())}le&&le.pannable()&&le.active()&&le.unactivate()}}else{if(le&&le.pannable()&&le.active()&&le.unactivate(),(!le||!le.grabbed())&&he!=Ee&&(Ee&&a(Ee,["mouseout","tapdragout"],N,{x:Z[0],y:Z[1]}),he&&a(he,["mouseover","tapdragover"],N,{x:Z[0],y:Z[1]}),t.hoverData.last=he),le)if(Ie){if(K.boxSelectionEnabled()&&ft)le&&le.grabbed()&&(g(Fe),le.emit("freeon"),Fe.emit("free"),t.dragData.didDrag&&(le.emit("dragfreeon"),Fe.emit("dragfree"))),mt();else if(le&&le.grabbed()&&t.nodeIsDraggable(le)){var $e=!t.dragData.didDrag;$e&&t.redrawHint("eles",!0),t.dragData.didDrag=!0,t.hoverData.draggingEles||v(Fe,{inDragLayer:!0});var We={x:0,y:0};if(ne(de[0])&&ne(de[1])&&(We.x+=de[0],We.y+=de[1],$e)){var at=t.hoverData.dragDelta;at&&ne(at[0])&&ne(at[1])&&(We.x+=at[0],We.y+=at[1])}t.hoverData.draggingEles=!0,Fe.silentShift(We).emit("position drag"),t.redrawHint("drag",!0),t.redraw()}}else xt();Q=!0}if(ye[2]=Z[0],ye[3]=Z[1],Q)return N.stopPropagation&&N.stopPropagation(),N.preventDefault&&N.preventDefault(),!1}},!1);var D,L,A;t.registerBinding(e,"mouseup",function(N){var $=t.hoverData.capture;if($){t.hoverData.capture=!1;var Q=t.cy,K=t.projectIntoViewport(N.clientX,N.clientY),X=t.selection,ae=t.findNearestElement(K[0],K[1],!0,!1),Z=t.dragData.possibleDragElements,re=t.hoverData.down,pe=n(N);if(t.data.bgActivePosistion&&(t.redrawHint("select",!0),t.redraw()),t.hoverData.tapholdCancelled=!0,t.data.bgActivePosistion=void 0,re&&re.unactivate(),t.hoverData.which===3){var ye={originalEvent:N,type:"cxttapend",position:{x:K[0],y:K[1]}};if(re?re.emit(ye):Q.emit(ye),!t.hoverData.cxtDragged){var he={originalEvent:N,type:"cxttap",position:{x:K[0],y:K[1]}};re?re.emit(he):Q.emit(he)}t.hoverData.cxtDragged=!1,t.hoverData.which=null}else if(t.hoverData.which===1){if(a(ae,["mouseup","tapend","vmouseup"],N,{x:K[0],y:K[1]}),!t.dragData.didDrag&&!t.hoverData.dragged&&!t.hoverData.selecting&&!t.hoverData.isOverThresholdDrag&&(a(re,["click","tap","vclick"],N,{x:K[0],y:K[1]}),L=!1,N.timeStamp-A<=Q.multiClickDebounceTime()?(D&&clearTimeout(D),L=!0,A=null,a(re,["dblclick","dbltap","vdblclick"],N,{x:K[0],y:K[1]})):(D=setTimeout(function(){L||a(re,["oneclick","onetap","voneclick"],N,{x:K[0],y:K[1]})},Q.multiClickDebounceTime()),A=N.timeStamp)),re==null&&!t.dragData.didDrag&&!t.hoverData.selecting&&!t.hoverData.dragged&&!n(N)&&(Q.$(r).unselect(["tapunselect"]),Z.length>0&&t.redrawHint("eles",!0),t.dragData.possibleDragElements=Z=Q.collection()),ae==re&&!t.dragData.didDrag&&!t.hoverData.selecting&&ae!=null&&ae._private.selectable&&(t.hoverData.dragging||(Q.selectionType()==="additive"||pe?ae.selected()?ae.unselect(["tapunselect"]):ae.select(["tapselect"]):pe||(Q.$(r).unmerge(ae).unselect(["tapunselect"]),ae.select(["tapselect"]))),t.redrawHint("eles",!0)),t.hoverData.selecting){var Ee=Q.collection(t.getAllInBox(X[0],X[1],X[2],X[3]));t.redrawHint("select",!0),Ee.length>0&&t.redrawHint("eles",!0),Q.emit({type:"boxend",originalEvent:N,position:{x:K[0],y:K[1]}});var le=function(Ie){return Ie.selectable()&&!Ie.selected()};Q.selectionType()==="additive"||pe||Q.$(r).unmerge(Ee).unselect(),Ee.emit("box").stdFilter(le).select().emit("boxselect"),t.redraw()}if(t.hoverData.dragging&&(t.hoverData.dragging=!1,t.redrawHint("select",!0),t.redrawHint("eles",!0),t.redraw()),!X[4]){t.redrawHint("drag",!0),t.redrawHint("eles",!0);var de=re&&re.grabbed();g(Z),de&&(re.emit("freeon"),Z.emit("free"),t.dragData.didDrag&&(re.emit("dragfreeon"),Z.emit("dragfree")))}}X[4]=0,t.hoverData.down=null,t.hoverData.cxtStarted=!1,t.hoverData.draggingEles=!1,t.hoverData.selecting=!1,t.hoverData.isOverThresholdDrag=!1,t.dragData.didDrag=!1,t.hoverData.dragged=!1,t.hoverData.dragDelta=[],t.hoverData.mdownPos=null,t.hoverData.mdownGPos=null}},!1);var M=function(N){if(!t.scrollingPage){var $=t.cy,Q=$.zoom(),K=$.pan(),X=t.projectIntoViewport(N.clientX,N.clientY),ae=[X[0]*Q+K.x,X[1]*Q+K.y];if(t.hoverData.draggingEles||t.hoverData.dragging||t.hoverData.cxtStarted||x()){N.preventDefault();return}if($.panningEnabled()&&$.userPanningEnabled()&&$.zoomingEnabled()&&$.userZoomingEnabled()){N.preventDefault(),t.data.wheelZooming=!0,clearTimeout(t.data.wheelTimeout),t.data.wheelTimeout=setTimeout(function(){t.data.wheelZooming=!1,t.redrawHint("eles",!0),t.redraw()},150);var Z;N.deltaY!=null?Z=N.deltaY/-250:N.wheelDeltaY!=null?Z=N.wheelDeltaY/1e3:Z=N.wheelDelta/1e3,Z=Z*t.wheelSensitivity;var re=N.deltaMode===1;re&&(Z*=33);var pe=$.zoom()*Math.pow(10,Z);N.type==="gesturechange"&&(pe=t.gestureStartZoom*N.scale),$.zoom({level:pe,renderedPosition:{x:ae[0],y:ae[1]}}),$.emit(N.type==="gesturechange"?"pinchzoom":"scrollzoom")}}};t.registerBinding(t.container,"wheel",M,!0),t.registerBinding(e,"scroll",function(N){t.scrollingPage=!0,clearTimeout(t.scrollingPageTimeout),t.scrollingPageTimeout=setTimeout(function(){t.scrollingPage=!1},250)},!0),t.registerBinding(t.container,"gesturestart",function(N){t.gestureStartZoom=t.cy.zoom(),t.hasTouchStarted||N.preventDefault()},!0),t.registerBinding(t.container,"gesturechange",function(j){t.hasTouchStarted||M(j)},!0),t.registerBinding(t.container,"mouseout",function(N){var $=t.projectIntoViewport(N.clientX,N.clientY);t.cy.emit({originalEvent:N,type:"mouseout",position:{x:$[0],y:$[1]}})},!1),t.registerBinding(t.container,"mouseover",function(N){var $=t.projectIntoViewport(N.clientX,N.clientY);t.cy.emit({originalEvent:N,type:"mouseover",position:{x:$[0],y:$[1]}})},!1);var O,I,R,k,P,B,V,F,G,Y,_,q,U,z=function(N,$,Q,K){return Math.sqrt((Q-N)*(Q-N)+(K-$)*(K-$))},H=function(N,$,Q,K){return(Q-N)*(Q-N)+(K-$)*(K-$)},W;t.registerBinding(t.container,"touchstart",W=function(N){if(t.hasTouchStarted=!0,!!w(N)){b(),t.touchData.capture=!0,t.data.bgActivePosistion=void 0;var $=t.cy,Q=t.touchData.now,K=t.touchData.earlier;if(N.touches[0]){var X=t.projectIntoViewport(N.touches[0].clientX,N.touches[0].clientY);Q[0]=X[0],Q[1]=X[1]}if(N.touches[1]){var X=t.projectIntoViewport(N.touches[1].clientX,N.touches[1].clientY);Q[2]=X[0],Q[3]=X[1]}if(N.touches[2]){var X=t.projectIntoViewport(N.touches[2].clientX,N.touches[2].clientY);Q[4]=X[0],Q[5]=X[1]}if(N.touches[1]){t.touchData.singleTouchMoved=!0,g(t.dragData.touchDragEles);var ae=t.findContainerClientCoords();G=ae[0],Y=ae[1],_=ae[2],q=ae[3],O=N.touches[0].clientX-G,I=N.touches[0].clientY-Y,R=N.touches[1].clientX-G,k=N.touches[1].clientY-Y,U=0<=O&&O<=_&&0<=R&&R<=_&&0<=I&&I<=q&&0<=k&&k<=q;var Z=$.pan(),re=$.zoom();P=z(O,I,R,k),B=H(O,I,R,k),V=[(O+R)/2,(I+k)/2],F=[(V[0]-Z.x)/re,(V[1]-Z.y)/re];var pe=200,ye=pe*pe;if(B=1){for(var Ze=t.touchData.startPosition=[null,null,null,null,null,null],Ue=0;Ue=t.touchTapThreshold2}if($&&t.touchData.cxt){N.preventDefault();var Ze=N.touches[0].clientX-G,Ue=N.touches[0].clientY-Y,ct=N.touches[1].clientX-G,Qe=N.touches[1].clientY-Y,ft=H(Ze,Ue,ct,Qe),xt=ft/B,mt=150,vt=mt*mt,Mt=1.5,Vt=Mt*Mt;if(xt>=Vt||ft>=vt){t.touchData.cxt=!1,t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var Tt={originalEvent:N,type:"cxttapend",position:{x:X[0],y:X[1]}};t.touchData.start?(t.touchData.start.unactivate().emit(Tt),t.touchData.start=null):K.emit(Tt)}}if($&&t.touchData.cxt){var Tt={originalEvent:N,type:"cxtdrag",position:{x:X[0],y:X[1]}};t.data.bgActivePosistion=void 0,t.redrawHint("select",!0),t.touchData.start?t.touchData.start.emit(Tt):K.emit(Tt),t.touchData.start&&(t.touchData.start._private.grabbed=!1),t.touchData.cxtDragged=!0;var $e=t.findNearestElement(X[0],X[1],!0,!0);(!t.touchData.cxtOver||$e!==t.touchData.cxtOver)&&(t.touchData.cxtOver&&t.touchData.cxtOver.emit({originalEvent:N,type:"cxtdragout",position:{x:X[0],y:X[1]}}),t.touchData.cxtOver=$e,$e&&$e.emit({originalEvent:N,type:"cxtdragover",position:{x:X[0],y:X[1]}}))}else if($&&N.touches[2]&&K.boxSelectionEnabled())N.preventDefault(),t.data.bgActivePosistion=void 0,this.lastThreeTouch=+new Date,t.touchData.selecting||K.emit({originalEvent:N,type:"boxstart",position:{x:X[0],y:X[1]}}),t.touchData.selecting=!0,t.touchData.didSelect=!0,Q[4]=1,!Q||Q.length===0||Q[0]===void 0?(Q[0]=(X[0]+X[2]+X[4])/3,Q[1]=(X[1]+X[3]+X[5])/3,Q[2]=(X[0]+X[2]+X[4])/3+1,Q[3]=(X[1]+X[3]+X[5])/3+1):(Q[2]=(X[0]+X[2]+X[4])/3,Q[3]=(X[1]+X[3]+X[5])/3),t.redrawHint("select",!0),t.redraw();else if($&&N.touches[1]&&!t.touchData.didSelect&&K.zoomingEnabled()&&K.panningEnabled()&&K.userZoomingEnabled()&&K.userPanningEnabled()){N.preventDefault(),t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var We=t.dragData.touchDragEles;if(We){t.redrawHint("drag",!0);for(var at=0;at0&&!t.hoverData.draggingEles&&!t.swipePanning&&t.data.bgActivePosistion!=null&&(t.data.bgActivePosistion=void 0,t.redrawHint("select",!0),t.redraw())}},!1);var ee;t.registerBinding(e,"touchcancel",ee=function(N){var $=t.touchData.start;t.touchData.capture=!1,$&&$.unactivate()});var oe,me,te,ie;if(t.registerBinding(e,"touchend",oe=function(N){var $=t.touchData.start,Q=t.touchData.capture;if(Q)N.touches.length===0&&(t.touchData.capture=!1),N.preventDefault();else return;var K=t.selection;t.swipePanning=!1,t.hoverData.draggingEles=!1;var X=t.cy,ae=X.zoom(),Z=t.touchData.now,re=t.touchData.earlier;if(N.touches[0]){var pe=t.projectIntoViewport(N.touches[0].clientX,N.touches[0].clientY);Z[0]=pe[0],Z[1]=pe[1]}if(N.touches[1]){var pe=t.projectIntoViewport(N.touches[1].clientX,N.touches[1].clientY);Z[2]=pe[0],Z[3]=pe[1]}if(N.touches[2]){var pe=t.projectIntoViewport(N.touches[2].clientX,N.touches[2].clientY);Z[4]=pe[0],Z[5]=pe[1]}$&&$.unactivate();var ye;if(t.touchData.cxt){if(ye={originalEvent:N,type:"cxttapend",position:{x:Z[0],y:Z[1]}},$?$.emit(ye):X.emit(ye),!t.touchData.cxtDragged){var he={originalEvent:N,type:"cxttap",position:{x:Z[0],y:Z[1]}};$?$.emit(he):X.emit(he)}t.touchData.start&&(t.touchData.start._private.grabbed=!1),t.touchData.cxt=!1,t.touchData.start=null,t.redraw();return}if(!N.touches[2]&&X.boxSelectionEnabled()&&t.touchData.selecting){t.touchData.selecting=!1;var Ee=X.collection(t.getAllInBox(K[0],K[1],K[2],K[3]));K[0]=void 0,K[1]=void 0,K[2]=void 0,K[3]=void 0,K[4]=0,t.redrawHint("select",!0),X.emit({type:"boxend",originalEvent:N,position:{x:Z[0],y:Z[1]}});var le=function(vt){return vt.selectable()&&!vt.selected()};Ee.emit("box").stdFilter(le).select().emit("boxselect"),Ee.nonempty()&&t.redrawHint("eles",!0),t.redraw()}if($!=null&&$.unactivate(),N.touches[2])t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);else if(!N.touches[1]){if(!N.touches[0]){if(!N.touches[0]){t.data.bgActivePosistion=void 0,t.redrawHint("select",!0);var de=t.dragData.touchDragEles;if($!=null){var Fe=$._private.grabbed;g(de),t.redrawHint("drag",!0),t.redrawHint("eles",!0),Fe&&($.emit("freeon"),de.emit("free"),t.dragData.didDrag&&($.emit("dragfreeon"),de.emit("dragfree"))),a($,["touchend","tapend","vmouseup","tapdragout"],N,{x:Z[0],y:Z[1]}),$.unactivate(),t.touchData.start=null}else{var Ie=t.findNearestElement(Z[0],Z[1],!0,!0);a(Ie,["touchend","tapend","vmouseup","tapdragout"],N,{x:Z[0],y:Z[1]})}var lt=t.touchData.startPosition[0]-Z[0],Ze=lt*lt,Ue=t.touchData.startPosition[1]-Z[1],ct=Ue*Ue,Qe=Ze+ct,ft=Qe*ae*ae;t.touchData.singleTouchMoved||($||X.$(":selected").unselect(["tapunselect"]),a($,["tap","vclick"],N,{x:Z[0],y:Z[1]}),me=!1,N.timeStamp-ie<=X.multiClickDebounceTime()?(te&&clearTimeout(te),me=!0,ie=null,a($,["dbltap","vdblclick"],N,{x:Z[0],y:Z[1]})):(te=setTimeout(function(){me||a($,["onetap","voneclick"],N,{x:Z[0],y:Z[1]})},X.multiClickDebounceTime()),ie=N.timeStamp)),$!=null&&!t.dragData.didDrag&&$._private.selectable&&ft"u"){var ue=[],ce=function(N){return{clientX:N.clientX,clientY:N.clientY,force:1,identifier:N.pointerId,pageX:N.pageX,pageY:N.pageY,radiusX:N.width/2,radiusY:N.height/2,screenX:N.screenX,screenY:N.screenY,target:N.target}},fe=function(N){return{event:N,touch:ce(N)}},ge=function(N){ue.push(fe(N))},Ae=function(N){for(var $=0;$0)return G[0]}return null},v=Object.keys(d),p=0;p0?c:Ao(i,s,e,r,a,n,o,u)},checkPoint:function(e,r,a,n,i,s,o,u){u=u==="auto"?pr(n,i):u;var l=2*u;if(Yt(e,r,this.points,s,o,n,i-l,[0,-1],a)||Yt(e,r,this.points,s,o,n-l,i,[0,-1],a))return!0;var f=n/2+2*a,h=i/2+2*a,d=[s-f,o-h,s-f,o,s+f,o,s+f,o-h];return!!(dt(e,r,d)||cr(e,r,l,l,s+n/2-u,o+i/2-u,a)||cr(e,r,l,l,s-n/2+u,o+i/2-u,a))}}};Ht.registerNodeShapes=function(){var t=this.nodeShapes={},e=this;this.generateEllipse(),this.generatePolygon("triangle",ht(3,0)),this.generateRoundPolygon("round-triangle",ht(3,0)),this.generatePolygon("rectangle",ht(4,0)),t.square=t.rectangle,this.generateRoundRectangle(),this.generateCutRectangle(),this.generateBarrel(),this.generateBottomRoundrectangle();{var r=[0,1,1,0,0,-1,-1,0];this.generatePolygon("diamond",r),this.generateRoundPolygon("round-diamond",r)}this.generatePolygon("pentagon",ht(5,0)),this.generateRoundPolygon("round-pentagon",ht(5,0)),this.generatePolygon("hexagon",ht(6,0)),this.generateRoundPolygon("round-hexagon",ht(6,0)),this.generatePolygon("heptagon",ht(7,0)),this.generateRoundPolygon("round-heptagon",ht(7,0)),this.generatePolygon("octagon",ht(8,0)),this.generateRoundPolygon("round-octagon",ht(8,0));var a=new Array(20);{var n=Wn(5,0),i=Wn(5,Math.PI/5),s=.5*(3-Math.sqrt(5));s*=1.57;for(var o=0;o=e.deqFastCost*T)break}else if(l){if(b>=e.deqCost*c||b>=e.deqAvgCost*d)break}else if(m>=e.deqNoDrawCost*Yn)break;var C=e.deq(a,g,p);if(C.length>0)for(var S=0;S0&&(e.onDeqd(a,v),!l&&e.shouldRedraw(a,v,g,p)&&i())},o=e.priority||mi;n.beforeRender(s,o(a))}}}},jg=function(){function t(e){var r=arguments.length>1&&arguments[1]!==void 0?arguments[1]:an;vi(this,t),this.idsByKey=new Bt,this.keyForId=new Bt,this.cachesByLvl=new Bt,this.lvls=[],this.getKey=e,this.doesEleInvalidateKey=r}return di(t,[{key:"getIdsFor",value:function(r){r==null&&ze("Can not get id list for null key");var a=this.idsByKey,n=this.idsByKey.get(r);return n||(n=new Ur,a.set(r,n)),n}},{key:"addIdForKey",value:function(r,a){r!=null&&this.getIdsFor(r).add(a)}},{key:"deleteIdForKey",value:function(r,a){r!=null&&this.getIdsFor(r).delete(a)}},{key:"getNumberOfIdsForKey",value:function(r){return r==null?0:this.getIdsFor(r).size}},{key:"updateKeyMappingFor",value:function(r){var a=r.id(),n=this.keyForId.get(a),i=this.getKey(r);this.deleteIdForKey(n,a),this.addIdForKey(i,a),this.keyForId.set(a,i)}},{key:"deleteKeyMappingFor",value:function(r){var a=r.id(),n=this.keyForId.get(a);this.deleteIdForKey(n,a),this.keyForId.delete(a)}},{key:"keyHasChangedFor",value:function(r){var a=r.id(),n=this.keyForId.get(a),i=this.getKey(r);return n!==i}},{key:"isInvalid",value:function(r){return this.keyHasChangedFor(r)||this.doesEleInvalidateKey(r)}},{key:"getCachesAt",value:function(r){var a=this.cachesByLvl,n=this.lvls,i=a.get(r);return i||(i=new Bt,a.set(r,i),n.push(r)),i}},{key:"getCache",value:function(r,a){return this.getCachesAt(a).get(r)}},{key:"get",value:function(r,a){var n=this.getKey(r),i=this.getCache(n,a);return i!=null&&this.updateKeyMappingFor(r),i}},{key:"getForCachedKey",value:function(r,a){var n=this.keyForId.get(r.id()),i=this.getCache(n,a);return i}},{key:"hasCache",value:function(r,a){return this.getCachesAt(a).has(r)}},{key:"has",value:function(r,a){var n=this.getKey(r);return this.hasCache(n,a)}},{key:"setCache",value:function(r,a,n){n.key=r,this.getCachesAt(a).set(r,n)}},{key:"set",value:function(r,a,n){var i=this.getKey(r);this.setCache(i,a,n),this.updateKeyMappingFor(r)}},{key:"deleteCache",value:function(r,a){this.getCachesAt(a).delete(r)}},{key:"delete",value:function(r,a){var 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yt={},Bp=100;yt.getPixelRatio=function(){var t=this.data.contexts[0];if(this.forcedPixelRatio!=null)return this.forcedPixelRatio;var e=t.backingStorePixelRatio||t.webkitBackingStorePixelRatio||t.mozBackingStorePixelRatio||t.msBackingStorePixelRatio||t.oBackingStorePixelRatio||t.backingStorePixelRatio||1;return(window.devicePixelRatio||1)/e};yt.paintCache=function(t){for(var e=this.paintCaches=this.paintCaches||[],r=!0,a,n=0;ns.minMbLowQualFrames&&(s.motionBlurPxRatio=s.mbPxRBlurry)),s.clearingMotionBlur&&(s.motionBlurPxRatio=1),s.textureDrawLastFrame&&!h&&(f[s.NODE]=!0,f[s.SELECT_BOX]=!0);var b=u.style(),m=u.zoom(),T=n!==void 0?n:m,C=u.pan(),S={x:C.x,y:C.y},E={zoom:m,pan:{x:C.x,y:C.y}},x=s.prevViewport,w=x===void 0||E.zoom!==x.zoom||E.pan.x!==x.pan.x||E.pan.y!==x.pan.y;!w&&!(p&&!v)&&(s.motionBlurPxRatio=1),i&&(S=i),T*=o,S.x*=o,S.y*=o;var D=s.getCachedZSortedEles();function L(te,ie,ue,ce,fe){var ge=te.globalCompositeOperation;te.globalCompositeOperation="destination-out",s.colorFillStyle(te,255,255,255,s.motionBlurTransparency),te.fillRect(ie,ue,ce,fe),te.globalCompositeOperation=ge}function A(te,ie){var ue,ce,fe,ge;!s.clearingMotionBlur&&(te===l.bufferContexts[s.MOTIONBLUR_BUFFER_NODE]||te===l.bufferContexts[s.MOTIONBLUR_BUFFER_DRAG])?(ue={x:C.x*c,y:C.y*c},ce=m*c,fe=s.canvasWidth*c,ge=s.canvasHeight*c):(ue=S,ce=T,fe=s.canvasWidth,ge=s.canvasHeight),te.setTransform(1,0,0,1,0,0),ie==="motionBlur"?L(te,0,0,fe,ge):!e&&(ie===void 0||ie)&&te.clearRect(0,0,fe,ge),r||(te.translate(ue.x,ue.y),te.scale(ce,ce)),i&&te.translate(i.x,i.y),n&&te.scale(n,n)}if(h||(s.textureDrawLastFrame=!1),h){if(s.textureDrawLastFrame=!0,!s.textureCache){s.textureCache={},s.textureCache.bb=u.mutableElements().boundingBox(),s.textureCache.texture=s.data.bufferCanvases[s.TEXTURE_BUFFER];var M=s.data.bufferContexts[s.TEXTURE_BUFFER];M.setTransform(1,0,0,1,0,0),M.clearRect(0,0,s.canvasWidth*s.textureMult,s.canvasHeight*s.textureMult),s.render({forcedContext:M,drawOnlyNodeLayer:!0,forcedPxRatio:o*s.textureMult});var E=s.textureCache.viewport={zoom:u.zoom(),pan:u.pan(),width:s.canvasWidth,height:s.canvasHeight};E.mpan={x:(0-E.pan.x)/E.zoom,y:(0-E.pan.y)/E.zoom}}f[s.DRAG]=!1,f[s.NODE]=!1;var O=l.contexts[s.NODE],I=s.textureCache.texture,E=s.textureCache.viewport;O.setTransform(1,0,0,1,0,0),d?L(O,0,0,E.width,E.height):O.clearRect(0,0,E.width,E.height);var R=b.core("outside-texture-bg-color").value,k=b.core("outside-texture-bg-opacity").value;s.colorFillStyle(O,R[0],R[1],R[2],k),O.fillRect(0,0,E.width,E.height);var m=u.zoom();A(O,!1),O.clearRect(E.mpan.x,E.mpan.y,E.width/E.zoom/o,E.height/E.zoom/o),O.drawImage(I,E.mpan.x,E.mpan.y,E.width/E.zoom/o,E.height/E.zoom/o)}else s.textureOnViewport&&!e&&(s.textureCache=null);var P=u.extent(),B=s.pinching||s.hoverData.dragging||s.swipePanning||s.data.wheelZooming||s.hoverData.draggingEles||s.cy.animated(),V=s.hideEdgesOnViewport&&B,F=[];if(F[s.NODE]=!f[s.NODE]&&d&&!s.clearedForMotionBlur[s.NODE]||s.clearingMotionBlur,F[s.NODE]&&(s.clearedForMotionBlur[s.NODE]=!0),F[s.DRAG]=!f[s.DRAG]&&d&&!s.clearedForMotionBlur[s.DRAG]||s.clearingMotionBlur,F[s.DRAG]&&(s.clearedForMotionBlur[s.DRAG]=!0),f[s.NODE]||r||a||F[s.NODE]){var G=d&&!F[s.NODE]&&c!==1,O=e||(G?s.data.bufferContexts[s.MOTIONBLUR_BUFFER_NODE]:l.contexts[s.NODE]),Y=d&&!G?"motionBlur":void 0;A(O,Y),V?s.drawCachedNodes(O,D.nondrag,o,P):s.drawLayeredElements(O,D.nondrag,o,P),s.debug&&s.drawDebugPoints(O,D.nondrag),!r&&!d&&(f[s.NODE]=!1)}if(!a&&(f[s.DRAG]||r||F[s.DRAG])){var G=d&&!F[s.DRAG]&&c!==1,O=e||(G?s.data.bufferContexts[s.MOTIONBLUR_BUFFER_DRAG]:l.contexts[s.DRAG]);A(O,d&&!G?"motionBlur":void 0),V?s.drawCachedNodes(O,D.drag,o,P):s.drawCachedElements(O,D.drag,o,P),s.debug&&s.drawDebugPoints(O,D.drag),!r&&!d&&(f[s.DRAG]=!1)}if(s.showFps||!a&&f[s.SELECT_BOX]&&!r){var O=e||l.contexts[s.SELECT_BOX];if(A(O),s.selection[4]==1&&(s.hoverData.selecting||s.touchData.selecting)){var m=s.cy.zoom(),_=b.core("selection-box-border-width").value/m;O.lineWidth=_,O.fillStyle="rgba("+b.core("selection-box-color").value[0]+","+b.core("selection-box-color").value[1]+","+b.core("selection-box-color").value[2]+","+b.core("selection-box-opacity").value+")",O.fillRect(s.selection[0],s.selection[1],s.selection[2]-s.selection[0],s.selection[3]-s.selection[1]),_>0&&(O.strokeStyle="rgba("+b.core("selection-box-border-color").value[0]+","+b.core("selection-box-border-color").value[1]+","+b.core("selection-box-border-color").value[2]+","+b.core("selection-box-opacity").value+")",O.strokeRect(s.selection[0],s.selection[1],s.selection[2]-s.selection[0],s.selection[3]-s.selection[1]))}if(l.bgActivePosistion&&!s.hoverData.selecting){var m=s.cy.zoom(),q=l.bgActivePosistion;O.fillStyle="rgba("+b.core("active-bg-color").value[0]+","+b.core("active-bg-color").value[1]+","+b.core("active-bg-color").value[2]+","+b.core("active-bg-opacity").value+")",O.beginPath(),O.arc(q.x,q.y,b.core("active-bg-size").pfValue/m,0,2*Math.PI),O.fill()}var U=s.lastRedrawTime;if(s.showFps&&U){U=Math.round(U);var z=Math.round(1e3/U);O.setTransform(1,0,0,1,0,0),O.fillStyle="rgba(255, 0, 0, 0.75)",O.strokeStyle="rgba(255, 0, 0, 0.75)",O.lineWidth=1,O.fillText("1 frame = "+U+" ms = "+z+" fps",0,20);var H=60;O.strokeRect(0,30,250,20),O.fillRect(0,30,250*Math.min(z/H,1),20)}r||(f[s.SELECT_BOX]=!1)}if(d&&c!==1){var W=l.contexts[s.NODE],J=s.data.bufferCanvases[s.MOTIONBLUR_BUFFER_NODE],ee=l.contexts[s.DRAG],oe=s.data.bufferCanvases[s.MOTIONBLUR_BUFFER_DRAG],me=function(ie,ue,ce){ie.setTransform(1,0,0,1,0,0),ce||!y?ie.clearRect(0,0,s.canvasWidth,s.canvasHeight):L(ie,0,0,s.canvasWidth,s.canvasHeight);var fe=c;ie.drawImage(ue,0,0,s.canvasWidth*fe,s.canvasHeight*fe,0,0,s.canvasWidth,s.canvasHeight)};(f[s.NODE]||F[s.NODE])&&(me(W,J,F[s.NODE]),f[s.NODE]=!1),(f[s.DRAG]||F[s.DRAG])&&(me(ee,oe,F[s.DRAG]),f[s.DRAG]=!1)}s.prevViewport=E,s.clearingMotionBlur&&(s.clearingMotionBlur=!1,s.motionBlurCleared=!0,s.motionBlur=!0),d&&(s.motionBlurTimeout=setTimeout(function(){s.motionBlurTimeout=null,s.clearedForMotionBlur[s.NODE]=!1,s.clearedForMotionBlur[s.DRAG]=!1,s.motionBlur=!1,s.clearingMotionBlur=!h,s.mbFrames=0,f[s.NODE]=!0,f[s.DRAG]=!0,s.redraw()},Bp)),e||u.emit("render")};var sr={};sr.drawPolygonPath=function(t,e,r,a,n,i){var s=a/2,o=n/2;t.beginPath&&t.beginPath(),t.moveTo(e+s*i[0],r+o*i[1]);for(var u=1;u0&&s>0){c.clearRect(0,0,i,s),c.globalCompositeOperation="source-over";var v=this.getCachedZSortedEles();if(t.full)c.translate(-a.x1*l,-a.y1*l),c.scale(l,l),this.drawElements(c,v),c.scale(1/l,1/l),c.translate(a.x1*l,a.y1*l);else{var p=e.pan(),g={x:p.x*l,y:p.y*l};l*=e.zoom(),c.translate(g.x,g.y),c.scale(l,l),this.drawElements(c,v),c.scale(1/l,1/l),c.translate(-g.x,-g.y)}t.bg&&(c.globalCompositeOperation="destination-over",c.fillStyle=t.bg,c.rect(0,0,i,s),c.fill())}return d};function Fp(t,e){for(var r=atob(t),a=new ArrayBuffer(r.length),n=new Uint8Array(a),i=0;i"u"?"undefined":Xe(OffscreenCanvas))!=="undefined"?r=new OffscreenCanvas(t,e):(r=document.createElement("canvas"),r.width=t,r.height=e),r};[Mu,zt,Xt,Bi,xr,Zr,yt,sr,Na,Bu].forEach(function(t){be(Se,t)});var Vp=[{name:"null",impl:mu},{name:"base",impl:Au},{name:"canvas",impl:Gp}],Up=[{type:"layout",extensions:qg},{type:"renderer",extensions:Vp}],Gu={},zu={};function Vu(t,e,r){var a=r,n=function(x){Ne("Can not register `"+e+"` for `"+t+"` since `"+x+"` already exists in the prototype and can not be overridden")};if(t==="core"){if(wa.prototype[e])return n(e);wa.prototype[e]=r}else if(t==="collection"){if(et.prototype[e])return n(e);et.prototype[e]=r}else if(t==="layout"){for(var i=function(x){this.options=x,r.call(this,x),Ce(this._private)||(this._private={}),this._private.cy=x.cy,this._private.listeners=[],this.createEmitter()},s=i.prototype=Object.create(r.prototype),o=[],u=0;uv&&(this.rect.x-=(this.labelWidth-v)/2,this.setWidth(this.labelWidth)),this.labelHeight>p&&(this.labelPos=="center"?this.rect.y-=(this.labelHeight-p)/2:this.labelPos=="top"&&(this.rect.y-=this.labelHeight-p),this.setHeight(this.labelHeight))}}},h.prototype.getInclusionTreeDepth=function(){if(this.inclusionTreeDepth==s.MAX_VALUE)throw"assert failed";return this.inclusionTreeDepth},h.prototype.transform=function(c){var v=this.rect.x;v>u.WORLD_BOUNDARY?v=u.WORLD_BOUNDARY:v<-u.WORLD_BOUNDARY&&(v=-u.WORLD_BOUNDARY);var p=this.rect.y;p>u.WORLD_BOUNDARY?p=u.WORLD_BOUNDARY:p<-u.WORLD_BOUNDARY&&(p=-u.WORLD_BOUNDARY);var g=new f(v,p),y=c.inverseTransformPoint(g);this.setLocation(y.x,y.y)},h.prototype.getLeft=function(){return this.rect.x},h.prototype.getRight=function(){return this.rect.x+this.rect.width},h.prototype.getTop=function(){return this.rect.y},h.prototype.getBottom=function(){return this.rect.y+this.rect.height},h.prototype.getParent=function(){return this.owner==null?null:this.owner.getParent()},r.exports=h},function(r,a,n){function i(s,o){s==null&&o==null?(this.x=0,this.y=0):(this.x=s,this.y=o)}i.prototype.getX=function(){return this.x},i.prototype.getY=function(){return this.y},i.prototype.setX=function(s){this.x=s},i.prototype.setY=function(s){this.y=s},i.prototype.getDifference=function(s){return new DimensionD(this.x-s.x,this.y-s.y)},i.prototype.getCopy=function(){return new i(this.x,this.y)},i.prototype.translate=function(s){return this.x+=s.width,this.y+=s.height,this},r.exports=i},function(r,a,n){var i=n(2),s=n(10),o=n(0),u=n(6),l=n(3),f=n(1),h=n(13),d=n(12),c=n(11);function v(g,y,b){i.call(this,b),this.estimatedSize=s.MIN_VALUE,this.margin=o.DEFAULT_GRAPH_MARGIN,this.edges=[],this.nodes=[],this.isConnected=!1,this.parent=g,y!=null&&y instanceof u?this.graphManager=y:y!=null&&y instanceof Layout&&(this.graphManager=y.graphManager)}v.prototype=Object.create(i.prototype);for(var p in i)v[p]=i[p];v.prototype.getNodes=function(){return this.nodes},v.prototype.getEdges=function(){return this.edges},v.prototype.getGraphManager=function(){return this.graphManager},v.prototype.getParent=function(){return this.parent},v.prototype.getLeft=function(){return this.left},v.prototype.getRight=function(){return this.right},v.prototype.getTop=function(){return this.top},v.prototype.getBottom=function(){return this.bottom},v.prototype.isConnected=function(){return this.isConnected},v.prototype.add=function(g,y,b){if(y==null&&b==null){var m=g;if(this.graphManager==null)throw"Graph has no graph mgr!";if(this.getNodes().indexOf(m)>-1)throw"Node already in graph!";return m.owner=this,this.getNodes().push(m),m}else{var T=g;if(!(this.getNodes().indexOf(y)>-1&&this.getNodes().indexOf(b)>-1))throw"Source or target not in graph!";if(!(y.owner==b.owner&&y.owner==this))throw"Both owners must be this graph!";return y.owner!=b.owner?null:(T.source=y,T.target=b,T.isInterGraph=!1,this.getEdges().push(T),y.edges.push(T),b!=y&&b.edges.push(T),T)}},v.prototype.remove=function(g){var y=g;if(g instanceof l){if(y==null)throw"Node is null!";if(!(y.owner!=null&&y.owner==this))throw"Owner graph is invalid!";if(this.graphManager==null)throw"Owner graph manager is invalid!";for(var b=y.edges.slice(),m,T=b.length,C=0;C-1&&x>-1))throw"Source and/or target doesn't know this edge!";m.source.edges.splice(E,1),m.target!=m.source&&m.target.edges.splice(x,1);var S=m.source.owner.getEdges().indexOf(m);if(S==-1)throw"Not in owner's edge list!";m.source.owner.getEdges().splice(S,1)}},v.prototype.updateLeftTop=function(){for(var g=s.MAX_VALUE,y=s.MAX_VALUE,b,m,T,C=this.getNodes(),S=C.length,E=0;Eb&&(g=b),y>m&&(y=m)}return g==s.MAX_VALUE?null:(C[0].getParent().paddingLeft!=null?T=C[0].getParent().paddingLeft:T=this.margin,this.left=y-T,this.top=g-T,new d(this.left,this.top))},v.prototype.updateBounds=function(g){for(var y=s.MAX_VALUE,b=-s.MAX_VALUE,m=s.MAX_VALUE,T=-s.MAX_VALUE,C,S,E,x,w,D=this.nodes,L=D.length,A=0;AC&&(y=C),bE&&(m=E),TC&&(y=C),bE&&(m=E),T=this.nodes.length){var L=0;b.forEach(function(A){A.owner==g&&L++}),L==this.nodes.length&&(this.isConnected=!0)}},r.exports=v},function(r,a,n){var i,s=n(1);function o(u){i=n(5),this.layout=u,this.graphs=[],this.edges=[]}o.prototype.addRoot=function(){var u=this.layout.newGraph(),l=this.layout.newNode(null),f=this.add(u,l);return this.setRootGraph(f),this.rootGraph},o.prototype.add=function(u,l,f,h,d){if(f==null&&h==null&&d==null){if(u==null)throw"Graph is null!";if(l==null)throw"Parent node is null!";if(this.graphs.indexOf(u)>-1)throw"Graph already in this graph mgr!";if(this.graphs.push(u),u.parent!=null)throw"Already has a parent!";if(l.child!=null)throw"Already has a child!";return u.parent=l,l.child=u,u}else{d=f,h=l,f=u;var c=h.getOwner(),v=d.getOwner();if(!(c!=null&&c.getGraphManager()==this))throw"Source not in this graph mgr!";if(!(v!=null&&v.getGraphManager()==this))throw"Target not in this graph mgr!";if(c==v)return f.isInterGraph=!1,c.add(f,h,d);if(f.isInterGraph=!0,f.source=h,f.target=d,this.edges.indexOf(f)>-1)throw"Edge already in inter-graph edge list!";if(this.edges.push(f),!(f.source!=null&&f.target!=null))throw"Edge source and/or target is null!";if(!(f.source.edges.indexOf(f)==-1&&f.target.edges.indexOf(f)==-1))throw"Edge already in source and/or target incidency list!";return f.source.edges.push(f),f.target.edges.push(f),f}},o.prototype.remove=function(u){if(u instanceof i){var l=u;if(l.getGraphManager()!=this)throw"Graph not in this graph mgr";if(!(l==this.rootGraph||l.parent!=null&&l.parent.graphManager==this))throw"Invalid parent node!";var f=[];f=f.concat(l.getEdges());for(var h,d=f.length,c=0;c=u.getRight()?l[0]+=Math.min(u.getX()-o.getX(),o.getRight()-u.getRight()):u.getX()<=o.getX()&&u.getRight()>=o.getRight()&&(l[0]+=Math.min(o.getX()-u.getX(),u.getRight()-o.getRight())),o.getY()<=u.getY()&&o.getBottom()>=u.getBottom()?l[1]+=Math.min(u.getY()-o.getY(),o.getBottom()-u.getBottom()):u.getY()<=o.getY()&&u.getBottom()>=o.getBottom()&&(l[1]+=Math.min(o.getY()-u.getY(),u.getBottom()-o.getBottom()));var d=Math.abs((u.getCenterY()-o.getCenterY())/(u.getCenterX()-o.getCenterX()));u.getCenterY()===o.getCenterY()&&u.getCenterX()===o.getCenterX()&&(d=1);var c=d*l[0],v=l[1]/d;l[0]c)return l[0]=f,l[1]=p,l[2]=d,l[3]=D,!1;if(hd)return l[0]=v,l[1]=h,l[2]=x,l[3]=c,!1;if(fd?(l[0]=y,l[1]=b,O=!0):(l[0]=g,l[1]=p,O=!0):R===P&&(f>d?(l[0]=v,l[1]=p,O=!0):(l[0]=m,l[1]=b,O=!0)),-k===P?d>f?(l[2]=w,l[3]=D,I=!0):(l[2]=x,l[3]=E,I=!0):k===P&&(d>f?(l[2]=S,l[3]=E,I=!0):(l[2]=L,l[3]=D,I=!0)),O&&I)return!1;if(f>d?h>c?(B=this.getCardinalDirection(R,P,4),V=this.getCardinalDirection(k,P,2)):(B=this.getCardinalDirection(-R,P,3),V=this.getCardinalDirection(-k,P,1)):h>c?(B=this.getCardinalDirection(-R,P,1),V=this.getCardinalDirection(-k,P,3)):(B=this.getCardinalDirection(R,P,2),V=this.getCardinalDirection(k,P,4)),!O)switch(B){case 1:G=p,F=f+-C/P,l[0]=F,l[1]=G;break;case 2:F=m,G=h+T*P,l[0]=F,l[1]=G;break;case 3:G=b,F=f+C/P,l[0]=F,l[1]=G;break;case 4:F=y,G=h+-T*P,l[0]=F,l[1]=G;break}if(!I)switch(V){case 1:_=E,Y=d+-M/P,l[2]=Y,l[3]=_;break;case 2:Y=L,_=c+A*P,l[2]=Y,l[3]=_;break;case 3:_=D,Y=d+M/P,l[2]=Y,l[3]=_;break;case 4:Y=w,_=c+-A*P,l[2]=Y,l[3]=_;break}}return!1},s.getCardinalDirection=function(o,u,l){return o>u?l:1+l%4},s.getIntersection=function(o,u,l,f){if(f==null)return this.getIntersection2(o,u,l);var h=o.x,d=o.y,c=u.x,v=u.y,p=l.x,g=l.y,y=f.x,b=f.y,m=void 0,T=void 0,C=void 0,S=void 0,E=void 0,x=void 0,w=void 0,D=void 0,L=void 0;return C=v-d,E=h-c,w=c*d-h*v,S=b-g,x=p-y,D=y*g-p*b,L=C*x-S*E,L===0?null:(m=(E*D-x*w)/L,T=(S*w-C*D)/L,new i(m,T))},s.angleOfVector=function(o,u,l,f){var h=void 0;return o!==l?(h=Math.atan((f-u)/(l-o)),l0?1:s<0?-1:0},i.floor=function(s){return s<0?Math.ceil(s):Math.floor(s)},i.ceil=function(s){return s<0?Math.floor(s):Math.ceil(s)},r.exports=i},function(r,a,n){function i(){}i.MAX_VALUE=2147483647,i.MIN_VALUE=-2147483648,r.exports=i},function(r,a,n){var i=function(){function h(d,c){for(var v=0;v"u"?"undefined":i(o);return o==null||u!="object"&&u!="function"},r.exports=s},function(r,a,n){function i(p){if(Array.isArray(p)){for(var g=0,y=Array(p.length);g0&&g;){for(C.push(E[0]);C.length>0&&g;){var x=C[0];C.splice(0,1),T.add(x);for(var w=x.getEdges(),m=0;m-1&&E.splice(M,1)}T=new Set,S=new Map}}return p},v.prototype.createDummyNodesForBendpoints=function(p){for(var g=[],y=p.source,b=this.graphManager.calcLowestCommonAncestor(p.source,p.target),m=0;m0){for(var b=this.edgeToDummyNodes.get(y),m=0;m=0&&g.splice(D,1);var L=S.getNeighborsList();L.forEach(function(O){if(y.indexOf(O)<0){var I=b.get(O),R=I-1;R==1&&x.push(O),b.set(O,R)}})}y=y.concat(x),(g.length==1||g.length==2)&&(m=!0,T=g[0])}return T},v.prototype.setGraphManager=function(p){this.graphManager=p},r.exports=v},function(r,a,n){function i(){}i.seed=1,i.x=0,i.nextDouble=function(){return i.x=Math.sin(i.seed++)*1e4,i.x-Math.floor(i.x)},r.exports=i},function(r,a,n){var i=n(4);function s(o,u){this.lworldOrgX=0,this.lworldOrgY=0,this.ldeviceOrgX=0,this.ldeviceOrgY=0,this.lworldExtX=1,this.lworldExtY=1,this.ldeviceExtX=1,this.ldeviceExtY=1}s.prototype.getWorldOrgX=function(){return this.lworldOrgX},s.prototype.setWorldOrgX=function(o){this.lworldOrgX=o},s.prototype.getWorldOrgY=function(){return this.lworldOrgY},s.prototype.setWorldOrgY=function(o){this.lworldOrgY=o},s.prototype.getWorldExtX=function(){return this.lworldExtX},s.prototype.setWorldExtX=function(o){this.lworldExtX=o},s.prototype.getWorldExtY=function(){return this.lworldExtY},s.prototype.setWorldExtY=function(o){this.lworldExtY=o},s.prototype.getDeviceOrgX=function(){return this.ldeviceOrgX},s.prototype.setDeviceOrgX=function(o){this.ldeviceOrgX=o},s.prototype.getDeviceOrgY=function(){return this.ldeviceOrgY},s.prototype.setDeviceOrgY=function(o){this.ldeviceOrgY=o},s.prototype.getDeviceExtX=function(){return this.ldeviceExtX},s.prototype.setDeviceExtX=function(o){this.ldeviceExtX=o},s.prototype.getDeviceExtY=function(){return this.ldeviceExtY},s.prototype.setDeviceExtY=function(o){this.ldeviceExtY=o},s.prototype.transformX=function(o){var u=0,l=this.lworldExtX;return l!=0&&(u=this.ldeviceOrgX+(o-this.lworldOrgX)*this.ldeviceExtX/l),u},s.prototype.transformY=function(o){var u=0,l=this.lworldExtY;return l!=0&&(u=this.ldeviceOrgY+(o-this.lworldOrgY)*this.ldeviceExtY/l),u},s.prototype.inverseTransformX=function(o){var u=0,l=this.ldeviceExtX;return l!=0&&(u=this.lworldOrgX+(o-this.ldeviceOrgX)*this.lworldExtX/l),u},s.prototype.inverseTransformY=function(o){var u=0,l=this.ldeviceExtY;return l!=0&&(u=this.lworldOrgY+(o-this.ldeviceOrgY)*this.lworldExtY/l),u},s.prototype.inverseTransformPoint=function(o){var u=new i(this.inverseTransformX(o.x),this.inverseTransformY(o.y));return u},r.exports=s},function(r,a,n){function i(c){if(Array.isArray(c)){for(var v=0,p=Array(c.length);vo.ADAPTATION_LOWER_NODE_LIMIT&&(this.coolingFactor=Math.max(this.coolingFactor*o.COOLING_ADAPTATION_FACTOR,this.coolingFactor-(c-o.ADAPTATION_LOWER_NODE_LIMIT)/(o.ADAPTATION_UPPER_NODE_LIMIT-o.ADAPTATION_LOWER_NODE_LIMIT)*this.coolingFactor*(1-o.COOLING_ADAPTATION_FACTOR))),this.maxNodeDisplacement=o.MAX_NODE_DISPLACEMENT_INCREMENTAL):(c>o.ADAPTATION_LOWER_NODE_LIMIT?this.coolingFactor=Math.max(o.COOLING_ADAPTATION_FACTOR,1-(c-o.ADAPTATION_LOWER_NODE_LIMIT)/(o.ADAPTATION_UPPER_NODE_LIMIT-o.ADAPTATION_LOWER_NODE_LIMIT)*(1-o.COOLING_ADAPTATION_FACTOR)):this.coolingFactor=1,this.initialCoolingFactor=this.coolingFactor,this.maxNodeDisplacement=o.MAX_NODE_DISPLACEMENT),this.maxIterations=Math.max(this.getAllNodes().length*5,this.maxIterations),this.totalDisplacementThreshold=this.displacementThresholdPerNode*this.getAllNodes().length,this.repulsionRange=this.calcRepulsionRange()},h.prototype.calcSpringForces=function(){for(var c=this.getAllEdges(),v,p=0;p0&&arguments[0]!==void 0?arguments[0]:!0,v=arguments.length>1&&arguments[1]!==void 0?arguments[1]:!1,p,g,y,b,m=this.getAllNodes(),T;if(this.useFRGridVariant)for(this.totalIterations%o.GRID_CALCULATION_CHECK_PERIOD==1&&c&&this.updateGrid(),T=new Set,p=0;pC||T>C)&&(c.gravitationForceX=-this.gravityConstant*y,c.gravitationForceY=-this.gravityConstant*b)):(C=v.getEstimatedSize()*this.compoundGravityRangeFactor,(m>C||T>C)&&(c.gravitationForceX=-this.gravityConstant*y*this.compoundGravityConstant,c.gravitationForceY=-this.gravityConstant*b*this.compoundGravityConstant))},h.prototype.isConverged=function(){var c,v=!1;return this.totalIterations>this.maxIterations/3&&(v=Math.abs(this.totalDisplacement-this.oldTotalDisplacement)<2),c=this.totalDisplacement=m.length||C>=m[0].length)){for(var S=0;Sh}}]),l}();r.exports=u},function(r,a,n){var i=function(){function u(l,f){for(var h=0;h2&&arguments[2]!==void 0?arguments[2]:1,d=arguments.length>3&&arguments[3]!==void 0?arguments[3]:-1,c=arguments.length>4&&arguments[4]!==void 0?arguments[4]:-1;s(this,u),this.sequence1=l,this.sequence2=f,this.match_score=h,this.mismatch_penalty=d,this.gap_penalty=c,this.iMax=l.length+1,this.jMax=f.length+1,this.grid=new Array(this.iMax);for(var v=0;v=0;l--){var f=this.listeners[l];f.event===o&&f.callback===u&&this.listeners.splice(l,1)}},s.emit=function(o,u){for(var l=0;lf.coolingFactor*f.maxNodeDisplacement&&(this.displacementX=f.coolingFactor*f.maxNodeDisplacement*o.sign(this.displacementX)),Math.abs(this.displacementY)>f.coolingFactor*f.maxNodeDisplacement&&(this.displacementY=f.coolingFactor*f.maxNodeDisplacement*o.sign(this.displacementY)),this.child==null?this.moveBy(this.displacementX,this.displacementY):this.child.getNodes().length==0?this.moveBy(this.displacementX,this.displacementY):this.propogateDisplacementToChildren(this.displacementX,this.displacementY),f.totalDisplacement+=Math.abs(this.displacementX)+Math.abs(this.displacementY),this.springForceX=0,this.springForceY=0,this.repulsionForceX=0,this.repulsionForceY=0,this.gravitationForceX=0,this.gravitationForceY=0,this.displacementX=0,this.displacementY=0},u.prototype.propogateDisplacementToChildren=function(f,h){for(var d=this.getChild().getNodes(),c,v=0;v0)this.positionNodesRadially(E);else{this.reduceTrees(),this.graphManager.resetAllNodesToApplyGravitation();var x=new Set(this.getAllNodes()),w=this.nodesWithGravity.filter(function(D){return x.has(D)});this.graphManager.setAllNodesToApplyGravitation(w),this.positionNodesRandomly()}}return this.initSpringEmbedder(),this.runSpringEmbedder(),!0},C.prototype.tick=function(){if(this.totalIterations++,this.totalIterations===this.maxIterations&&!this.isTreeGrowing&&!this.isGrowthFinished)if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;if(this.totalIterations%d.CONVERGENCE_CHECK_PERIOD==0&&!this.isTreeGrowing&&!this.isGrowthFinished){if(this.isConverged())if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;this.coolingCycle++,this.layoutQuality==0?this.coolingAdjuster=this.coolingCycle:this.layoutQuality==1&&(this.coolingAdjuster=this.coolingCycle/3),this.coolingFactor=Math.max(this.initialCoolingFactor-Math.pow(this.coolingCycle,Math.log(100*(this.initialCoolingFactor-this.finalTemperature))/Math.log(this.maxCoolingCycle))/100*this.coolingAdjuster,this.finalTemperature),this.animationPeriod=Math.ceil(this.initialAnimationPeriod*Math.sqrt(this.coolingFactor))}if(this.isTreeGrowing){if(this.growTreeIterations%10==0)if(this.prunedNodesAll.length>0){this.graphManager.updateBounds(),this.updateGrid(),this.growTree(this.prunedNodesAll),this.graphManager.resetAllNodesToApplyGravitation();var E=new Set(this.getAllNodes()),x=this.nodesWithGravity.filter(function(L){return E.has(L)});this.graphManager.setAllNodesToApplyGravitation(x),this.graphManager.updateBounds(),this.updateGrid(),this.coolingFactor=d.DEFAULT_COOLING_FACTOR_INCREMENTAL}else this.isTreeGrowing=!1,this.isGrowthFinished=!0;this.growTreeIterations++}if(this.isGrowthFinished){if(this.isConverged())return!0;this.afterGrowthIterations%10==0&&(this.graphManager.updateBounds(),this.updateGrid()),this.coolingFactor=d.DEFAULT_COOLING_FACTOR_INCREMENTAL*((100-this.afterGrowthIterations)/100),this.afterGrowthIterations++}var w=!this.isTreeGrowing&&!this.isGrowthFinished,D=this.growTreeIterations%10==1&&this.isTreeGrowing||this.afterGrowthIterations%10==1&&this.isGrowthFinished;return this.totalDisplacement=0,this.graphManager.updateBounds(),this.calcSpringForces(),this.calcRepulsionForces(w,D),this.calcGravitationalForces(),this.moveNodes(),this.animate(),!1},C.prototype.getPositionsData=function(){for(var E=this.graphManager.getAllNodes(),x={},w=0;w1){var O;for(O=0;OD&&(D=Math.floor(M.y)),A=Math.floor(M.x+h.DEFAULT_COMPONENT_SEPERATION)}this.transform(new p(c.WORLD_CENTER_X-M.x/2,c.WORLD_CENTER_Y-M.y/2))},C.radialLayout=function(E,x,w){var D=Math.max(this.maxDiagonalInTree(E),h.DEFAULT_RADIAL_SEPARATION);C.branchRadialLayout(x,null,0,359,0,D);var L=m.calculateBounds(E),A=new T;A.setDeviceOrgX(L.getMinX()),A.setDeviceOrgY(L.getMinY()),A.setWorldOrgX(w.x),A.setWorldOrgY(w.y);for(var M=0;M1;){var _=Y[0];Y.splice(0,1);var q=P.indexOf(_);q>=0&&P.splice(q,1),F--,B--}x!=null?G=(P.indexOf(Y[0])+1)%F:G=0;for(var U=Math.abs(D-w)/B,z=G;V!=B;z=++z%F){var H=P[z].getOtherEnd(E);if(H!=x){var W=(w+V*U)%360,J=(W+U)%360;C.branchRadialLayout(H,E,W,J,L+A,A),V++}}},C.maxDiagonalInTree=function(E){for(var x=y.MIN_VALUE,w=0;wx&&(x=L)}return x},C.prototype.calcRepulsionRange=function(){return 2*(this.level+1)*this.idealEdgeLength},C.prototype.groupZeroDegreeMembers=function(){var E=this,x={};this.memberGroups={},this.idToDummyNode={};for(var w=[],D=this.graphManager.getAllNodes(),L=0;L"u"&&(x[O]=[]),x[O]=x[O].concat(A)}Object.keys(x).forEach(function(I){if(x[I].length>1){var R="DummyCompound_"+I;E.memberGroups[R]=x[I];var k=x[I][0].getParent(),P=new l(E.graphManager);P.id=R,P.paddingLeft=k.paddingLeft||0,P.paddingRight=k.paddingRight||0,P.paddingBottom=k.paddingBottom||0,P.paddingTop=k.paddingTop||0,E.idToDummyNode[R]=P;var B=E.getGraphManager().add(E.newGraph(),P),V=k.getChild();V.add(P);for(var F=0;F=0;E--){var x=this.compoundOrder[E],w=x.id,D=x.paddingLeft,L=x.paddingTop;this.adjustLocations(this.tiledMemberPack[w],x.rect.x,x.rect.y,D,L)}},C.prototype.repopulateZeroDegreeMembers=function(){var E=this,x=this.tiledZeroDegreePack;Object.keys(x).forEach(function(w){var D=E.idToDummyNode[w],L=D.paddingLeft,A=D.paddingTop;E.adjustLocations(x[w],D.rect.x,D.rect.y,L,A)})},C.prototype.getToBeTiled=function(E){var x=E.id;if(this.toBeTiled[x]!=null)return this.toBeTiled[x];var w=E.getChild();if(w==null)return this.toBeTiled[x]=!1,!1;for(var D=w.getNodes(),L=0;L0)return this.toBeTiled[x]=!1,!1;if(A.getChild()==null){this.toBeTiled[A.id]=!1;continue}if(!this.getToBeTiled(A))return this.toBeTiled[x]=!1,!1}return this.toBeTiled[x]=!0,!0},C.prototype.getNodeDegree=function(E){E.id;for(var x=E.getEdges(),w=0,D=0;DI&&(I=k.rect.height)}w+=I+E.verticalPadding}},C.prototype.tileCompoundMembers=function(E,x){var w=this;this.tiledMemberPack=[],Object.keys(E).forEach(function(D){var L=x[D];w.tiledMemberPack[D]=w.tileNodes(E[D],L.paddingLeft+L.paddingRight),L.rect.width=w.tiledMemberPack[D].width,L.rect.height=w.tiledMemberPack[D].height})},C.prototype.tileNodes=function(E,x){var w=h.TILING_PADDING_VERTICAL,D=h.TILING_PADDING_HORIZONTAL,L={rows:[],rowWidth:[],rowHeight:[],width:0,height:x,verticalPadding:w,horizontalPadding:D};E.sort(function(O,I){return O.rect.width*O.rect.height>I.rect.width*I.rect.height?-1:O.rect.width*O.rect.height0&&(M+=E.horizontalPadding),E.rowWidth[w]=M,E.width0&&(O+=E.verticalPadding);var I=0;O>E.rowHeight[w]&&(I=E.rowHeight[w],E.rowHeight[w]=O,I=E.rowHeight[w]-I),E.height+=I,E.rows[w].push(x)},C.prototype.getShortestRowIndex=function(E){for(var x=-1,w=Number.MAX_VALUE,D=0;Dw&&(x=D,w=E.rowWidth[D]);return x},C.prototype.canAddHorizontal=function(E,x,w){var D=this.getShortestRowIndex(E);if(D<0)return!0;var L=E.rowWidth[D];if(L+E.horizontalPadding+x<=E.width)return!0;var A=0;E.rowHeight[D]0&&(A=w+E.verticalPadding-E.rowHeight[D]);var M;E.width-L>=x+E.horizontalPadding?M=(E.height+A)/(L+x+E.horizontalPadding):M=(E.height+A)/E.width,A=w+E.verticalPadding;var O;return E.widthA&&x!=w){D.splice(-1,1),E.rows[w].push(L),E.rowWidth[x]=E.rowWidth[x]-A,E.rowWidth[w]=E.rowWidth[w]+A,E.width=E.rowWidth[instance.getLongestRowIndex(E)];for(var M=Number.MIN_VALUE,O=0;OM&&(M=D[O].height);x>0&&(M+=E.verticalPadding);var I=E.rowHeight[x]+E.rowHeight[w];E.rowHeight[x]=M,E.rowHeight[w]0)for(var V=L;V<=A;V++)B[0]+=this.grid[V][M-1].length+this.grid[V][M].length-1;if(A0)for(var V=M;V<=O;V++)B[3]+=this.grid[L-1][V].length+this.grid[L][V].length-1;for(var F=y.MAX_VALUE,G,Y,_=0;_0){var O;O=T.getGraphManager().add(T.newGraph(),w),this.processChildrenList(O,x,T)}}},p.prototype.stop=function(){return this.stopped=!0,this};var y=function(m){m("layout","cose-bilkent",p)};typeof cytoscape<"u"&&y(cytoscape),a.exports=y}])})})(Yu);var qp=Yu.exports;const Wp=rl(qp);var fi=function(){var t=function(T,C,S,E){for(S=S||{},E=T.length;E--;S[T[E]]=C);return 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diff --git a/assets/pieDiagram-79897490-BHBzTEwq.js b/assets/pieDiagram-79897490-1xy3UHtv.js
similarity index 98%
rename from assets/pieDiagram-79897490-BHBzTEwq.js
rename to assets/pieDiagram-79897490-1xy3UHtv.js
index e691795..ae66d43 100644
--- a/assets/pieDiagram-79897490-BHBzTEwq.js
+++ b/assets/pieDiagram-79897490-1xy3UHtv.js
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diff --git a/assets/quadrantDiagram-62f64e94-Dta4qjGu.js b/assets/quadrantDiagram-62f64e94-BhYvtKPo.js
similarity index 99%
rename from assets/quadrantDiagram-62f64e94-Dta4qjGu.js
rename to assets/quadrantDiagram-62f64e94-BhYvtKPo.js
index bd8a87e..1fb705f 100644
--- a/assets/quadrantDiagram-62f64e94-Dta4qjGu.js
+++ b/assets/quadrantDiagram-62f64e94-BhYvtKPo.js
@@ -1,4 +1,4 @@
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r},s=[1,3],h=[1,4],x=[1,5],f=[1,6],d=[1,7],c=[1,5,13,15,17,19,20,25,27,28,29,30,31,32,33,34,37,38,40,41,42,43,44,45,46,47,48,49,50],g=[1,5,6,13,15,17,19,20,25,27,28,29,30,31,32,33,34,37,38,40,41,42,43,44,45,46,47,48,49,50],i=[32,33,34],y=[2,7],p=[1,13],B=[1,17],N=[1,18],V=[1,19],I=[1,20],b=[1,21],M=[1,22],X=[1,23],C=[1,24],it=[1,25],at=[1,26],nt=[1,27],U=[1,30],Q=[1,31],T=[1,32],m=[1,33],_=[1,34],t=[1,35],A=[1,36],S=[1,37],k=[1,38],F=[1,39],P=[1,40],v=[1,41],L=[1,42],O=[1,57],Y=[1,58],z=[5,22,26,32,33,34,40,41,42,43,44,45,46,47,48,49,50,51],ht={trace:function(){},yy:{},symbols_:{error:2,start:3,eol:4,SPACE:5,QUADRANT:6,document:7,line:8,statement:9,axisDetails:10,quadrantDetails:11,points:12,title:13,title_value:14,acc_title:15,acc_title_value:16,acc_descr:17,acc_descr_value:18,acc_descr_multiline_value:19,section:20,text:21,point_start:22,point_x:23,point_y:24,"X-AXIS":25,"AXIS-TEXT-DELIMITER":26,"Y-AXIS":27,QUADRANT_1:28,QUADRANT_2:29,QUADRANT_3:30,QUADRANT_4:31,NEWLINE:32,SEMI:33,EOF:34,alphaNumToken:35,textNoTagsToken:36,STR:37,MD_STR:38,alphaNum:39,PUNCTUATION:40,AMP:41,NUM:42,ALPHA:43,COMMA:44,PLUS:45,EQUALS:46,MULT:47,DOT:48,BRKT:49,UNDERSCORE:50,MINUS:51,$accept:0,$end:1},terminals_:{2:"error",5:"SPACE",6:"QUADRANT",13:"title",14:"title_value",15:"acc_title",16:"acc_title_value",17:"acc_descr",18:"acc_descr_value",19:"acc_descr_multiline_value",20:"section",22:"point_start",23:"point_x",24:"point_y",25:"X-AXIS",26:"AXIS-TEXT-DELIMITER",27:"Y-AXIS",28:"QUADRANT_1",29:"QUADRANT_2",30:"QUADRANT_3",31:"QUADRANT_4",32:"NEWLINE",33:"SEMI",34:"EOF",37:"STR",38:"MD_STR",40:"PUNCTUATION",41:"AMP",42:"NUM",43:"ALPHA",44:"COMMA",45:"PLUS",46:"EQUALS",47:"MULT",48:"DOT",49:"BRKT",50:"UNDERSCORE",51:"MINUS"},productions_:[0,[3,2],[3,2],[3,2],[7,0],[7,2],[8,2],[9,0],[9,2],[9,1],[9,1],[9,1],[9,2],[9,2],[9,2],[9,1],[9,1],[12,4],[10,4],[10,3],[10,2],[10,4],[10,3],[10,2],[11,2],[11,2],[11,2],[11,2],[4,1],[4,1],[4,1],[21,1],[21,2],[21,1],[21,1],[39,1],[39,2],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[35,1],[36,1],[36,1],[36,1]],performAction:function(n,r,l,o,q,a,et){var u=a.length-1;switch(q){case 12:this.$=a[u].trim(),o.setDiagramTitle(this.$);break;case 13:this.$=a[u].trim(),o.setAccTitle(this.$);break;case 14:case 15:this.$=a[u].trim(),o.setAccDescription(this.$);break;case 16:o.addSection(a[u].substr(8)),this.$=a[u].substr(8);break;case 17:o.addPoint(a[u-3],a[u-1],a[u]);break;case 18:o.setXAxisLeftText(a[u-2]),o.setXAxisRightText(a[u]);break;case 19:a[u-1].text+=" ⟶ ",o.setXAxisLeftText(a[u-1]);break;case 20:o.setXAxisLeftText(a[u]);break;case 21:o.setYAxisBottomText(a[u-2]),o.setYAxisTopText(a[u]);break;case 22:a[u-1].text+=" ⟶ ",o.setYAxisBottomText(a[u-1]);break;case 23:o.setYAxisBottomText(a[u]);break;case 24:o.setQuadrant1Text(a[u]);break;case 25:o.setQuadrant2Text(a[u]);break;case 26:o.setQuadrant3Text(a[u]);break;case 27:o.setQuadrant4Text(a[u]);break;case 31:this.$={text:a[u],type:"text"};break;case 32:this.$={text:a[u-1].text+""+a[u],type:a[u-1].type};break;case 33:this.$={text:a[u],type:"text"};break;case 34:this.$={text:a[u],type:"markdown"};break;case 35:this.$=a[u];break;case 36:this.$=a[u-1]+""+a[u];break}},table:[{3:1,4:2,5:s,6:h,32:x,33:f,34:d},{1:[3]},{3:8,4:2,5:s,6:h,32:x,33:f,34:d},{3:9,4:2,5:s,6:h,32:x,33:f,34:d},e(c,[2,4],{7:10}),e(g,[2,28]),e(g,[2,29]),e(g,[2,30]),{1:[2,1]},{1:[2,2]},e(i,y,{8:11,9:12,10:14,11:15,12:16,21:28,35:29,1:[2,3],5:p,13:B,15:N,17:V,19:I,20:b,25:M,27:X,28:C,29:it,30:at,31:nt,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L}),e(c,[2,5]),{4:43,32:x,33:f,34:d},e(i,y,{10:14,11:15,12:16,21:28,35:29,9:44,5:p,13:B,15:N,17:V,19:I,20:b,25:M,27:X,28:C,29:it,30:at,31:nt,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L}),e(i,[2,9]),e(i,[2,10]),e(i,[2,11]),{14:[1,45]},{16:[1,46]},{18:[1,47]},e(i,[2,15]),e(i,[2,16]),{21:48,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{21:49,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{21:50,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{21:51,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{21:52,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{21:53,35:29,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L},{5:O,22:[1,54],35:56,36:55,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y},e(z,[2,31]),e(z,[2,33]),e(z,[2,34]),e(z,[2,37]),e(z,[2,38]),e(z,[2,39]),e(z,[2,40]),e(z,[2,41]),e(z,[2,42]),e(z,[2,43]),e(z,[2,44]),e(z,[2,45]),e(z,[2,46]),e(z,[2,47]),e(c,[2,6]),e(i,[2,8]),e(i,[2,12]),e(i,[2,13]),e(i,[2,14]),e(i,[2,20],{36:55,35:56,5:O,26:[1,59],40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,23],{36:55,35:56,5:O,26:[1,60],40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,24],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,25],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,26],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,27],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),{23:[1,61]},e(z,[2,32]),e(z,[2,48]),e(z,[2,49]),e(z,[2,50]),e(i,[2,19],{35:29,21:62,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L}),e(i,[2,22],{35:29,21:63,37:U,38:Q,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L}),{24:[1,64]},e(i,[2,18],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,21],{36:55,35:56,5:O,40:T,41:m,42:_,43:t,44:A,45:S,46:k,47:F,48:P,49:v,50:L,51:Y}),e(i,[2,17])],defaultActions:{8:[2,1],9:[2,2]},parseError:function(n,r){if(r.recoverable)this.trace(n);else{var l=new Error(n);throw l.hash=r,l}},parse:function(n){var r=this,l=[0],o=[],q=[null],a=[],et=this.table,u="",st=0,qt=0,St=2,Tt=1,kt=a.slice.call(arguments,1),E=Object.create(this.lexer),Z={yy:{}};for(var dt in this.yy)Object.prototype.hasOwnProperty.call(this.yy,dt)&&(Z.yy[dt]=this.yy[dt]);E.setInput(n,Z.yy),Z.yy.lexer=E,Z.yy.parser=this,typeof E.yylloc>"u"&&(E.yylloc={});var ut=E.yylloc;a.push(ut);var Ft=E.options&&E.options.ranges;typeof Z.yy.parseError=="function"?this.parseError=Z.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Pt(){var j;return j=o.pop()||E.lex()||Tt,typeof j!="number"&&(j instanceof Array&&(o=j,j=o.pop()),j=r.symbols_[j]||j),j}for(var W,J,H,xt,tt={},rt,$,_t,lt;;){if(J=l[l.length-1],this.defaultActions[J]?H=this.defaultActions[J]:((W===null||typeof W>"u")&&(W=Pt()),H=et[J]&&et[J][W]),typeof H>"u"||!H.length||!H[0]){var ft="";lt=[];for(rt in et[J])this.terminals_[rt]&&rt>St&<.push("'"+this.terminals_[rt]+"'");E.showPosition?ft="Parse 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diff --git a/assets/requirementDiagram-05bf5f74-D1l8f3fw.js b/assets/requirementDiagram-05bf5f74-D4RT194D.js
similarity index 98%
rename from assets/requirementDiagram-05bf5f74-D1l8f3fw.js
rename to assets/requirementDiagram-05bf5f74-D4RT194D.js
index 9bfd1b5..d545e3e 100644
--- a/assets/requirementDiagram-05bf5f74-D1l8f3fw.js
+++ b/assets/requirementDiagram-05bf5f74-D4RT194D.js
@@ -1,4 +1,4 @@
-import{c as Te,s as Ce,g as Fe,b as Me,a as De,l as Ne,A as Pe,h as oe,i as Ye,j as ke}from"./mermaid.core-DtSoU78u.js";import{G as Ue}from"./graph-GEpVUbdH.js";import{l as Be}from"./layout-DNn7Y9VF.js";import{l as Qe}from"./line-BM-2XH-S.js";import"./app-B0fd3cYb.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";var ce=function(){var e=function(V,i,n,a){for(n=n||{},a=V.length;a--;n[V[a]]=i);return n},t=[1,3],l=[1,4],c=[1,5],u=[1,6],d=[5,6,8,9,11,13,31,32,33,34,35,36,44,62,63],p=[1,18],h=[2,7],o=[1,22],g=[1,23],R=[1,24],A=[1,25],T=[1,26],N=[1,27],v=[1,20],k=[1,28],x=[1,29],F=[62,63],de=[5,8,9,11,13,31,32,33,34,35,36,44,51,53,62,63],pe=[1,47],fe=[1,48],ye=[1,49],_e=[1,50],ge=[1,51],Ee=[1,52],Re=[1,53],O=[53,54],M=[1,64],D=[1,60],P=[1,61],Y=[1,62],U=[1,63],B=[1,65],j=[1,69],z=[1,70],X=[1,67],J=[1,68],m=[5,8,9,11,13,31,32,33,34,35,36,44,62,63],ie={trace:function(){},yy:{},symbols_:{error:2,start:3,directive:4,NEWLINE:5,RD:6,diagram:7,EOF:8,acc_title:9,acc_title_value:10,acc_descr:11,acc_descr_value:12,acc_descr_multiline_value:13,requirementDef:14,elementDef:15,relationshipDef:16,requirementType:17,requirementName:18,STRUCT_START:19,requirementBody:20,ID:21,COLONSEP:22,id:23,TEXT:24,text:25,RISK:26,riskLevel:27,VERIFYMTHD:28,verifyType:29,STRUCT_STOP:30,REQUIREMENT:31,FUNCTIONAL_REQUIREMENT:32,INTERFACE_REQUIREMENT:33,PERFORMANCE_REQUIREMENT:34,PHYSICAL_REQUIREMENT:35,DESIGN_CONSTRAINT:36,LOW_RISK:37,MED_RISK:38,HIGH_RISK:39,VERIFY_ANALYSIS:40,VERIFY_DEMONSTRATION:41,VERIFY_INSPECTION:42,VERIFY_TEST:43,ELEMENT:44,elementName:45,elementBody:46,TYPE:47,type:48,DOCREF:49,ref:50,END_ARROW_L:51,relationship:52,LINE:53,END_ARROW_R:54,CONTAINS:55,COPIES:56,DERIVES:57,SATISFIES:58,VERIFIES:59,REFINES:60,TRACES:61,unqString:62,qString:63,$accept:0,$end:1},terminals_:{2:"error",5:"NEWLINE",6:"RD",8:"EOF",9:"acc_title",10:"acc_title_value",11:"acc_descr",12:"acc_descr_value",13:"acc_descr_multiline_value",19:"STRUCT_START",21:"ID",22:"COLONSEP",24:"TEXT",26:"RISK",28:"VERIFYMTHD",30:"STRUCT_STOP",31:"REQUIREMENT",32:"FUNCTIONAL_REQUIREMENT",33:"INTERFACE_REQUIREMENT",34:"PERFORMANCE_REQUIREMENT",35:"PHYSICAL_REQUIREMENT",36:"DESIGN_CONSTRAINT",37:"LOW_RISK",38:"MED_RISK",39:"HIGH_RISK",40:"VERIFY_ANALYSIS",41:"VERIFY_DEMONSTRATION",42:"VERIFY_INSPECTION",43:"VERIFY_TEST",44:"ELEMENT",47:"TYPE",49:"DOCREF",51:"END_ARROW_L",53:"LINE",54:"END_ARROW_R",55:"CONTAINS",56:"COPIES",57:"DERIVES",58:"SATISFIES",59:"VERIFIES",60:"REFINES",61:"TRACES",62:"unqString",63:"qString"},productions_:[0,[3,3],[3,2],[3,4],[4,2],[4,2],[4,1],[7,0],[7,2],[7,2],[7,2],[7,2],[7,2],[14,5],[20,5],[20,5],[20,5],[20,5],[20,2],[20,1],[17,1],[17,1],[17,1],[17,1],[17,1],[17,1],[27,1],[27,1],[27,1],[29,1],[29,1],[29,1],[29,1],[15,5],[46,5],[46,5],[46,2],[46,1],[16,5],[16,5],[52,1],[52,1],[52,1],[52,1],[52,1],[52,1],[52,1],[18,1],[18,1],[23,1],[23,1],[25,1],[25,1],[45,1],[45,1],[48,1],[48,1],[50,1],[50,1]],performAction:function(i,n,a,r,f,s,W){var 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 Expecting `+te.join(", ")+", got '"+(this.terminals_[I]||I)+"'":le="Parse error on line "+(Z+1)+": Unexpected "+(I==Ie?"end of input":"'"+(this.terminals_[I]||I)+"'"),this.parseError(le,{text:E.match,token:this.terminals_[I]||I,line:E.yylineno,loc:se,expected:te})}if(S[0]instanceof Array&&S.length>1)throw new Error("Parse Error: multiple actions possible at state: "+C+", token: "+I);switch(S[0]){case 1:a.push(I),f.push(E.yytext),s.push(E.yylloc),a.push(S[1]),I=null,me=E.yyleng,_=E.yytext,Z=E.yylineno,se=E.yylloc;break;case 2:if(w=this.productions_[S[1]][1],Q.$=f[f.length-w],Q._$={first_line:s[s.length-(w||1)].first_line,last_line:s[s.length-1].last_line,first_column:s[s.length-(w||1)].first_column,last_column:s[s.length-1].last_column},Oe&&(Q._$.range=[s[s.length-(w||1)].range[0],s[s.length-1].range[1]]),ae=this.performAction.apply(Q,[_,me,Z,L.yy,S[1],f,s].concat(qe)),typeof ae<"u")return ae;w&&(a=a.slice(0,-1*w*2),f=f.slice(0,-1*w),s=s.slice(0,-1*w)),a.push(this.productions_[S[1]][0]),f.push(Q.$),s.push(Q._$),be=W[a[a.length-2]][a[a.length-1]],a.push(be);break;case 3:return!0}}return!0}},$e=function(){var V={EOF:1,parseError:function(n,a){if(this.yy.parser)this.yy.parser.parseError(n,a);else throw new Error(n)},setInput:function(i,n){return this.yy=n||this.yy||{},this._input=i,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var i=this._input[0];this.yytext+=i,this.yyleng++,this.offset++,this.match+=i,this.matched+=i;var n=i.match(/(?:\r\n?|\n).*/g);return n?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),i},unput:function(i){var n=i.length,a=i.split(/(?:\r\n?|\n)/g);this._input=i+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-n),this.offset-=n;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),a.length-1&&(this.yylineno-=a.length-1);var f=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:a?(a.length===r.length?this.yylloc.first_column:0)+r[r.length-a.length].length-a[0].length:this.yylloc.first_column-n},this.options.ranges&&(this.yylloc.range=[f[0],f[0]+this.yyleng-n]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).
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diff --git a/assets/result-backend.html-ipc74sbw.js b/assets/result-backend.html-Bwx4m9cb.js
similarity index 97%
rename from assets/result-backend.html-ipc74sbw.js
rename to assets/result-backend.html-Bwx4m9cb.js
index ec0a57b..576d2aa 100644
--- a/assets/result-backend.html-ipc74sbw.js
+++ b/assets/result-backend.html-Bwx4m9cb.js
@@ -1,4 +1,4 @@
-import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,a as t}from"./app-B0fd3cYb.js";const e={},o=t(`
Result backend
Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
Here's a minimal example of a result backend:
from typing import TypeVar
+import{_ as n}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as s,c as a,a as t}from"./app-jADuhdjP.js";const e={},o=t(`
Result backend
Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
Here's a minimal example of a result backend:
from typing import TypeVar
 
 from taskiq import TaskiqResult
 from taskiq.abc.result_backend import AsyncResultBackend
@@ -60,4 +60,4 @@ _ReturnType = TypeVarreturn ...  # type: ignore
-
Cool tip!
It's a good practice to skip fetching logs from the storage unless with_logs=True is explicitly specified.
Important note!
with_logs param is now deprecated. It will be removed in future releases.
`,6),p=[o];function i(c,l){return s(),a("div",null,p)}const k=n(e,[["render",i],["__file","result-backend.html.vue"]]),d=JSON.parse(`{"path":"/extending-taskiq/result-backend.html","title":"Result backend","lang":"en-US","frontmatter":{"order":3,"description":"Result backend Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBacken...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/result-backend.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Result backend"}],["meta",{"property":"og:description","content":"Result backend Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBacken..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Result backend\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/result-backend.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Result backends are used to store information about task execution.\\nTo create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
\\n
Here's a minimal example of a result backend:
\\n
from typing import TypeVar\\n\\nfrom taskiq import TaskiqResult\\nfrom taskiq.abc.result_backend import AsyncResultBackend\\n\\n_ReturnType = TypeVar(\\"_ReturnType\\")\\n\\n\\nclass MyResultBackend(AsyncResultBackend[_ReturnType]):\\n    async def startup(self) -> None:\\n        \\"\\"\\"Do something when starting broker.\\"\\"\\"\\n\\n    async def shutdown(self) -> None:\\n        \\"\\"\\"Do something on shutdown.\\"\\"\\"\\n\\n    async def set_result(\\n        self,\\n        task_id: str,\\n        result: TaskiqResult[_ReturnType],\\n    ) -> None:\\n        \\"\\"\\"\\n        Set result in your backend.\\n\\n        :param task_id: current task id.\\n        :param result: result of execution.\\n        \\"\\"\\"\\n\\n    async def get_result(\\n        self,\\n        task_id: str,\\n        with_logs: bool = False,\\n    ) -> TaskiqResult[_ReturnType]:\\n        \\"\\"\\"\\n        Here you must retrieve result by id.\\n\\n        Logs is a part of a result.\\n        Here we have a parameter whether you want to\\n        fetch result with logs or not, because logs\\n        can have a lot of info and sometimes it's critical\\n        to get only needed information.\\n\\n        :param task_id: id of a task.\\n        :param with_logs: whether to fetch logs.\\n        :return: result.\\n        \\"\\"\\"\\n        return ...  # type: ignore\\n\\n    async def is_result_ready(\\n        self,\\n        task_id: str,\\n    ) -> bool:\\n        \\"\\"\\"\\n        Check if result exists.\\n\\n        This function must check whether result\\n        is available in your result backend\\n        without fetching the result.\\n\\n        :param task_id: id of a task.\\n        :return: True if result is ready.\\n        \\"\\"\\"\\n        return ...  # type: ignore\\n
"}`);export{k as comp,d as data};
+
Cool tip!
It's a good practice to skip fetching logs from the storage unless with_logs=True is explicitly specified.
Important note!
with_logs param is now deprecated. It will be removed in future releases.
`,6),p=[o];function i(c,l){return s(),a("div",null,p)}const k=n(e,[["render",i],["__file","result-backend.html.vue"]]),d=JSON.parse(`{"path":"/extending-taskiq/result-backend.html","title":"Result backend","lang":"en-US","frontmatter":{"order":3,"description":"Result backend Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBacken...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/result-backend.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Result backend"}],["meta",{"property":"og:description","content":"Result backend Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBacken..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Result backend\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/result-backend.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Result backends are used to store information about task execution.\\nTo create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
\\n
Here's a minimal example of a result backend:
\\n
from typing import TypeVar\\n\\nfrom taskiq import TaskiqResult\\nfrom taskiq.abc.result_backend import AsyncResultBackend\\n\\n_ReturnType = TypeVar(\\"_ReturnType\\")\\n\\n\\nclass MyResultBackend(AsyncResultBackend[_ReturnType]):\\n    async def startup(self) -> None:\\n        \\"\\"\\"Do something when starting broker.\\"\\"\\"\\n\\n    async def shutdown(self) -> None:\\n        \\"\\"\\"Do something on shutdown.\\"\\"\\"\\n\\n    async def set_result(\\n        self,\\n        task_id: str,\\n        result: TaskiqResult[_ReturnType],\\n    ) -> None:\\n        \\"\\"\\"\\n        Set result in your backend.\\n\\n        :param task_id: current task id.\\n        :param result: result of execution.\\n        \\"\\"\\"\\n\\n    async def get_result(\\n        self,\\n        task_id: str,\\n        with_logs: bool = False,\\n    ) -> TaskiqResult[_ReturnType]:\\n        \\"\\"\\"\\n        Here you must retrieve result by id.\\n\\n        Logs is a part of a result.\\n        Here we have a parameter whether you want to\\n        fetch result with logs or not, because logs\\n        can have a lot of info and sometimes it's critical\\n        to get only needed information.\\n\\n        :param task_id: id of a task.\\n        :param with_logs: whether to fetch logs.\\n        :return: result.\\n        \\"\\"\\"\\n        return ...  # type: ignore\\n\\n    async def is_result_ready(\\n        self,\\n        task_id: str,\\n    ) -> bool:\\n        \\"\\"\\"\\n        Check if result exists.\\n\\n        This function must check whether result\\n        is available in your result backend\\n        without fetching the result.\\n\\n        :param task_id: id of a task.\\n        :return: True if result is ready.\\n        \\"\\"\\"\\n        return ...  # type: ignore\\n
"}`);export{k as comp,d as data};
diff --git a/assets/result-backends.html-T6NaD9vv.js b/assets/result-backends.html-BYKfba-F.js
similarity index 87%
rename from assets/result-backends.html-T6NaD9vv.js
rename to assets/result-backends.html-BYKfba-F.js
index 2732bcf..2bb7e5c 100644
--- a/assets/result-backends.html-T6NaD9vv.js
+++ b/assets/result-backends.html-BYKfba-F.js
@@ -1,2 +1,2 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as i,c as o,b as t,d as e,e as s,a as n}from"./app-B0fd3cYb.js";const c={},d=n('
Available result backends
Result backends are used to store execution results. This includes:
  • return value;
  • Execution time in seconds.
DummyResultBackend
This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.
This broker will always return None for any return_value. Please be careful.
Redis result backend
',7),u={href:"https://pypi.org/project/taskiq-redis/",target:"_blank",rel:"noopener noreferrer"},p=n(`
pip install taskiq-redis
-
`,1),m={href:"https://github.com/taskiq-python/taskiq-redis",target:"_blank",rel:"noopener noreferrer"};function h(b,k){const a=l("ExternalLinkIcon");return i(),o("div",null,[d,t("p",null,[e("This result backend is not part of the core taskiq library. You can install it as a separate package "),t("a",u,[e("taskiq-redis"),s(a)]),e(".")]),p,t("p",null,[e("You can read more about parameters and abilities of this broker in "),t("a",m,[e("README.md"),s(a)]),e(".")])])}const _=r(c,[["render",h],["__file","result-backends.html.vue"]]),g=JSON.parse(`{"path":"/available-components/result-backends.html","title":"Available result backends","lang":"en-US","frontmatter":{"order":3,"description":"Available result backends Result backends are used to store execution results. This includes: return value; Execution time in seconds. DummyResultBackend This result backend doe...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/result-backends.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available result backends"}],["meta",{"property":"og:description","content":"Available result backends Result backends are used to store execution results. This includes: return value; Execution time in seconds. DummyResultBackend This result backend doe..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available result backends\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"DummyResultBackend","slug":"dummyresultbackend","link":"#dummyresultbackend","children":[]},{"level":2,"title":"Redis result backend","slug":"redis-result-backend","link":"#redis-result-backend","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/result-backends.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Result backends are used to store execution results.\\nThis includes:
\\n
    \\n
  • return value;
    • \\n
  • Execution time in seconds.
    • \\n
\\n
DummyResultBackend
\\n
This result backend doesn't do anything. It doesn't store results and cannot be used in cases,\\nwhere you need actual results.
"}`);export{_ as comp,g as data};
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as i,c as o,b as t,d as e,e as s,a as n}from"./app-jADuhdjP.js";const c={},d=n('
Available result backends
Result backends are used to store execution results. This includes:
  • return value;
  • Execution time in seconds.
DummyResultBackend
This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.
This broker will always return None for any return_value. Please be careful.
Redis result backend
',7),u={href:"https://pypi.org/project/taskiq-redis/",target:"_blank",rel:"noopener noreferrer"},p=n(`
pip install taskiq-redis
+
`,1),m={href:"https://github.com/taskiq-python/taskiq-redis",target:"_blank",rel:"noopener noreferrer"};function h(b,k){const a=l("ExternalLinkIcon");return i(),o("div",null,[d,t("p",null,[e("This result backend is not part of the core taskiq library. You can install it as a separate package "),t("a",u,[e("taskiq-redis"),s(a)]),e(".")]),p,t("p",null,[e("You can read more about parameters and abilities of this broker in "),t("a",m,[e("README.md"),s(a)]),e(".")])])}const _=r(c,[["render",h],["__file","result-backends.html.vue"]]),g=JSON.parse(`{"path":"/available-components/result-backends.html","title":"Available result backends","lang":"en-US","frontmatter":{"order":3,"description":"Available result backends Result backends are used to store execution results. This includes: return value; Execution time in seconds. DummyResultBackend This result backend doe...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/result-backends.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available result backends"}],["meta",{"property":"og:description","content":"Available result backends Result backends are used to store execution results. This includes: return value; Execution time in seconds. DummyResultBackend This result backend doe..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available result backends\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"DummyResultBackend","slug":"dummyresultbackend","link":"#dummyresultbackend","children":[]},{"level":2,"title":"Redis result backend","slug":"redis-result-backend","link":"#redis-result-backend","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/result-backends.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Result backends are used to store execution results.\\nThis includes:
\\n
    \\n
  • return value;
    • \\n
  • Execution time in seconds.
    • \\n
\\n
DummyResultBackend
\\n
This result backend doesn't do anything. It doesn't store results and cannot be used in cases,\\nwhere you need actual results.
"}`);export{_ as comp,g as data};
diff --git a/assets/sankeyDiagram-97764748-D-VPB9Pm.js b/assets/sankeyDiagram-97764748-DI8dDJR4.js
similarity index 99%
rename from assets/sankeyDiagram-97764748-D-VPB9Pm.js
rename to assets/sankeyDiagram-97764748-DI8dDJR4.js
index c1d70fc..f29a746 100644
--- a/assets/sankeyDiagram-97764748-D-VPB9Pm.js
+++ b/assets/sankeyDiagram-97764748-DI8dDJR4.js
@@ -1,4 +1,4 @@
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diff --git a/assets/schedule-sources.html-uG2w0B1h.js b/assets/schedule-sources.html-CEOCBfjr.js
similarity index 97%
rename from assets/schedule-sources.html-uG2w0B1h.js
rename to assets/schedule-sources.html-CEOCBfjr.js
index 1058be4..441ec94 100644
--- a/assets/schedule-sources.html-uG2w0B1h.js
+++ b/assets/schedule-sources.html-CEOCBfjr.js
@@ -1,4 +1,4 @@
-import{_ as s}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as n,c as a,a as e}from"./app-B0fd3cYb.js";const t={},o=e(`
Schedule source
Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
Here's a minimal example of a schedule source:
from typing import List
+import{_ as s}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as n,c as a,a as e}from"./app-jADuhdjP.js";const t={},o=e(`
Schedule source
Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
Here's a minimal example of a schedule source:
from typing import List
 
 from taskiq import ScheduledTask, ScheduleSource
 
@@ -52,4 +52,4 @@ import{_ as s}from"./plugin-vue_export-helper-DlAUqK2U.js";import{o as n,c as a,
 
         :param task: task that just have sent
         """
-
You can implement a schedule source that write schedules in the database and have delayed tasks in runtime.
`,5),p=[o];function c(l,u){return n(),a("div",null,p)}const k=s(t,[["render",c],["__file","schedule-sources.html.vue"]]),d=JSON.parse(`{"path":"/extending-taskiq/schedule-sources.html","title":"Schedule source","lang":"en-US","frontmatter":{"order":5,"description":"Schedule source Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract c...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/schedule-sources.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Schedule source"}],["meta",{"property":"og:description","content":"Schedule source Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract c..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Schedule source\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/schedule-sources.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Schedule sources are used to get schedule for tasks.\\nTo create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
\\n
Here's a minimal example of a schedule source:
\\n
from typing import List\\n\\nfrom taskiq import ScheduledTask, ScheduleSource\\n\\n\\nclass MyScheduleSource(ScheduleSource):\\n    async def startup(self) -> None:\\n        \\"\\"\\"Do something when starting broker.\\"\\"\\"\\n\\n    async def shutdown(self) -> None:\\n        \\"\\"\\"Do something on shutdown.\\"\\"\\"\\n\\n    async def get_schedules(self) -> List[\\"ScheduledTask\\"]:\\n        # Here you must return list of scheduled tasks from your source.\\n        return [\\n            ScheduledTask(\\n                task_name=\\"\\",\\n                labels={},\\n                args=[],\\n                kwargs={},\\n                cron=\\"* * * * *\\",\\n            ),\\n        ]\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def add_schedule(self, schedule: \\"ScheduledTask\\") -> None:\\n        print(\\"New schedule added:\\", schedule)\\n\\n    # This method is completely optional, but if you want to support\\n    # schedule cancelation, you must implement it.\\n    async def delete_schedule(self, schedule_id: str) -> None:\\n        print(\\"Deleting schedule:\\", schedule_id)\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def pre_send(self, task: \\"ScheduledTask\\") -> None:\\n        \\"\\"\\"\\n        Actions to execute before task will be sent to broker.\\n\\n        This method may raise ScheduledTaskCancelledError.\\n        This cancels the task execution.\\n\\n        :param task: task that will be sent\\n        \\"\\"\\"\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def post_send(self, task: \\"ScheduledTask\\") -> None:\\n        \\"\\"\\"\\n        Actions to execute after task was sent to broker.\\n\\n        :param task: task that just have sent\\n        \\"\\"\\"\\n
"}`);export{k as comp,d as data};
+
You can implement a schedule source that write schedules in the database and have delayed tasks in runtime.
`,5),p=[o];function c(l,u){return n(),a("div",null,p)}const k=s(t,[["render",c],["__file","schedule-sources.html.vue"]]),d=JSON.parse(`{"path":"/extending-taskiq/schedule-sources.html","title":"Schedule source","lang":"en-US","frontmatter":{"order":5,"description":"Schedule source Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract c...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/extending-taskiq/schedule-sources.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Schedule source"}],["meta",{"property":"og:description","content":"Schedule source Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract c..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Schedule source\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"extending-taskiq/schedule-sources.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Schedule sources are used to get schedule for tasks.\\nTo create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
\\n
Here's a minimal example of a schedule source:
\\n
from typing import List\\n\\nfrom taskiq import ScheduledTask, ScheduleSource\\n\\n\\nclass MyScheduleSource(ScheduleSource):\\n    async def startup(self) -> None:\\n        \\"\\"\\"Do something when starting broker.\\"\\"\\"\\n\\n    async def shutdown(self) -> None:\\n        \\"\\"\\"Do something on shutdown.\\"\\"\\"\\n\\n    async def get_schedules(self) -> List[\\"ScheduledTask\\"]:\\n        # Here you must return list of scheduled tasks from your source.\\n        return [\\n            ScheduledTask(\\n                task_name=\\"\\",\\n                labels={},\\n                args=[],\\n                kwargs={},\\n                cron=\\"* * * * *\\",\\n            ),\\n        ]\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def add_schedule(self, schedule: \\"ScheduledTask\\") -> None:\\n        print(\\"New schedule added:\\", schedule)\\n\\n    # This method is completely optional, but if you want to support\\n    # schedule cancelation, you must implement it.\\n    async def delete_schedule(self, schedule_id: str) -> None:\\n        print(\\"Deleting schedule:\\", schedule_id)\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def pre_send(self, task: \\"ScheduledTask\\") -> None:\\n        \\"\\"\\"\\n        Actions to execute before task will be sent to broker.\\n\\n        This method may raise ScheduledTaskCancelledError.\\n        This cancels the task execution.\\n\\n        :param task: task that will be sent\\n        \\"\\"\\"\\n\\n    # This method is optional. You may not implement this.\\n    # It's just a helper to people to be able to interact with your source.\\n    async def post_send(self, task: \\"ScheduledTask\\") -> None:\\n        \\"\\"\\"\\n        Actions to execute after task was sent to broker.\\n\\n        :param task: task that just have sent\\n        \\"\\"\\"\\n
"}`);export{k as comp,d as data};
diff --git a/assets/schedule-sources.html-Bu-GGcR7.js b/assets/schedule-sources.html-Deft308h.js
similarity index 95%
rename from assets/schedule-sources.html-Bu-GGcR7.js
rename to assets/schedule-sources.html-Deft308h.js
index 4fb1878..5a22e6d 100644
--- a/assets/schedule-sources.html-Bu-GGcR7.js
+++ b/assets/schedule-sources.html-Deft308h.js
@@ -1,4 +1,4 @@
-import{_ as c}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as i,c as u,b as e,d as s,e as t,w as o,a as n}from"./app-B0fd3cYb.js";const p={},r=n(`
Available schedule sources
These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.
RedisScheduleSource
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.
from taskiq_redis import RedisScheduleSource
+import{_ as c}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as i,c as u,b as e,d as s,e as t,w as o,a as n}from"./app-jADuhdjP.js";const p={},r=n(`
Available schedule sources
These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.
RedisScheduleSource
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.
from taskiq_redis import RedisScheduleSource
 
 from taskiq import TaskiqScheduler
 
@@ -27,4 +27,4 @@ scheduler = TaskiqScheduler=broker,
     sources=[LabelScheduleSource(broker)],
 )
-
Cool notice!
In order to resolve all labels correctly, don't forget to import all task modules using CLI interface.
`,3);function f(_,w){const a=l("RouteLink");return i(),u("div",null,[r,e("p",null,[s("For more information on how to use dynamic schedule sources read "),t(a,{to:"/guide/scheduling-tasks.html#dynamic-scheduling"},{default:o(()=>[s("Dynamic scheduling section")]),_:1}),s(".")]),d,e("ul",null,[h,e("li",null,[k,s(" - timezone offset for cron values. Explained "),t(a,{to:"/guide/scheduling-tasks.html#working-with-timezones"},{default:o(()=>[s("here")]),_:1})]),m,v,b,g]),y])}const T=c(p,[["render",f],["__file","schedule-sources.html.vue"]]),x=JSON.parse('{"path":"/available-components/schedule-sources.html","title":"Available schedule sources","lang":"en-US","frontmatter":{"order":4,"description":"Available schedule sources These objects are used to fetch current schedule for tasks. Currently we have only one schedule source. RedisScheduleSource This source is capable of ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/schedule-sources.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available schedule sources"}],["meta",{"property":"og:description","content":"Available schedule sources These objects are used to fetch current schedule for tasks. Currently we have only one schedule source. RedisScheduleSource This source is capable of ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available schedule sources\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"RedisScheduleSource","slug":"redisschedulesource","link":"#redisschedulesource","children":[]},{"level":2,"title":"LabelScheduleSource","slug":"labelschedulesource","link":"#labelschedulesource","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/schedule-sources.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
These objects are used to fetch current schedule for tasks.\\nCurrently we have only one schedule source.
\\n
RedisScheduleSource
\\n
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules.\\nTo use this source you need to install taskiq-redis package.
"}');export{T as comp,x as data};
+
Cool notice!
In order to resolve all labels correctly, don't forget to import all task modules using CLI interface.
`,3);function f(_,w){const a=l("RouteLink");return i(),u("div",null,[r,e("p",null,[s("For more information on how to use dynamic schedule sources read "),t(a,{to:"/guide/scheduling-tasks.html#dynamic-scheduling"},{default:o(()=>[s("Dynamic scheduling section")]),_:1}),s(".")]),d,e("ul",null,[h,e("li",null,[k,s(" - timezone offset for cron values. Explained "),t(a,{to:"/guide/scheduling-tasks.html#working-with-timezones"},{default:o(()=>[s("here")]),_:1})]),m,v,b,g]),y])}const T=c(p,[["render",f],["__file","schedule-sources.html.vue"]]),x=JSON.parse('{"path":"/available-components/schedule-sources.html","title":"Available schedule sources","lang":"en-US","frontmatter":{"order":4,"description":"Available schedule sources These objects are used to fetch current schedule for tasks. Currently we have only one schedule source. RedisScheduleSource This source is capable of ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/available-components/schedule-sources.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Available schedule sources"}],["meta",{"property":"og:description","content":"Available schedule sources These objects are used to fetch current schedule for tasks. Currently we have only one schedule source. RedisScheduleSource This source is capable of ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Available schedule sources\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"RedisScheduleSource","slug":"redisschedulesource","link":"#redisschedulesource","children":[]},{"level":2,"title":"LabelScheduleSource","slug":"labelschedulesource","link":"#labelschedulesource","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"available-components/schedule-sources.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
These objects are used to fetch current schedule for tasks.\\nCurrently we have only one schedule source.
\\n
RedisScheduleSource
\\n
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules.\\nTo use this source you need to install taskiq-redis package.
"}');export{T as comp,x as data};
diff --git a/assets/scheduling-tasks.html-C_aRL6t1.js b/assets/scheduling-tasks.html-CWyyMHnD.js
similarity index 97%
rename from assets/scheduling-tasks.html-C_aRL6t1.js
rename to assets/scheduling-tasks.html-CWyyMHnD.js
index 15dc3b9..09bdf03 100644
--- a/assets/scheduling-tasks.html-C_aRL6t1.js
+++ b/assets/scheduling-tasks.html-CWyyMHnD.js
@@ -1,4 +1,4 @@
-import{_ as p}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as o,o as l,c as u,b as n,d as s,e as a,w as i,a as e}from"./app-B0fd3cYb.js";const r={},d=e(`
Scheduling tasks
Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?
from taskiq_aio_pika import AioPikaBroker
+import{_ as p}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as o,o as l,c as u,b as n,d as s,e as a,w as i,a as e}from"./app-jADuhdjP.js";const r={},d=e(`
Scheduling tasks
Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?
from taskiq_aio_pika import AioPikaBroker
 
 broker = AioPikaBroker("amqp://guest:guest@localhost:5672/")
 
@@ -80,4 +80,4 @@ scheduler = TaskiqSchedulerawait schedule.unschedule()
 
Or it can be done manually, by calling delete_schedule on schedule source providing it whith schedule_id.
    await redis_source.delete_schedule(schedule.schedule_id)
-
`,13);function y(g,w){const t=o("RouteLink"),c=o("ExternalLinkIcon");return l(),u("div",null,[d,n("p",null,[s("You can check list of available schedule sources in the "),a(t,{to:"/available-components/schedule-sources.html"},{default:i(()=>[s("Available schedule sources")]),_:1}),s(" section.")]),k,n("p",null,[s("Taskiq scheduler assumes that if time has no specific timezone, it's in "),n("a",m,[s("UTC"),a(c)]),s(". Sometimes, this behavior might not be convinient for developers.")]),h,n("p",null,[s("Sometimes you may want to add new schedules to the scheduler on the fly. For example, you may want to run a specific function in several minutes from now. You can easily do it with ScheduleSources that support dynamic scheduling. Currently we suggest to use the "),v,s(" for that purpose. List of schedulers with dynamic task addition will be extended in the future. For list of available schedule sources see "),a(t,{to:"/available-components/schedule-sources.html"},{default:i(()=>[s("Available schedule sources")]),_:1}),s(".")]),b])}const q=p(r,[["render",y],["__file","scheduling-tasks.html.vue"]]),x=JSON.parse(`{"path":"/guide/scheduling-tasks.html","title":"Scheduling tasks","lang":"en-US","frontmatter":{"order":8,"description":"Scheduling tasks Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm. That's not a problem ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/scheduling-tasks.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Scheduling tasks"}],["meta",{"property":"og:description","content":"Scheduling tasks Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm. That's not a problem ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Scheduling tasks\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Multiple sources","slug":"multiple-sources","link":"#multiple-sources","children":[]},{"level":2,"title":"Working with timezones","slug":"working-with-timezones","link":"#working-with-timezones","children":[]},{"level":2,"title":"Skipping first run","slug":"skipping-first-run","link":"#skipping-first-run","children":[]},{"level":2,"title":"Dynamic scheduling","slug":"dynamic-scheduling","link":"#dynamic-scheduling","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/scheduling-tasks.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Sometimes you may want to execute some tasks according to some schedule.\\nFor example, you maybe want to call a function every day at 2 pm.
\\n
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
\\n
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes.\\nWhat should we do?
"}`);export{q as comp,x as data};
+
`,13);function y(g,w){const t=o("RouteLink"),c=o("ExternalLinkIcon");return l(),u("div",null,[d,n("p",null,[s("You can check list of available schedule sources in the "),a(t,{to:"/available-components/schedule-sources.html"},{default:i(()=>[s("Available schedule sources")]),_:1}),s(" section.")]),k,n("p",null,[s("Taskiq scheduler assumes that if time has no specific timezone, it's in "),n("a",m,[s("UTC"),a(c)]),s(". Sometimes, this behavior might not be convinient for developers.")]),h,n("p",null,[s("Sometimes you may want to add new schedules to the scheduler on the fly. For example, you may want to run a specific function in several minutes from now. You can easily do it with ScheduleSources that support dynamic scheduling. Currently we suggest to use the "),v,s(" for that purpose. List of schedulers with dynamic task addition will be extended in the future. For list of available schedule sources see "),a(t,{to:"/available-components/schedule-sources.html"},{default:i(()=>[s("Available schedule sources")]),_:1}),s(".")]),b])}const q=p(r,[["render",y],["__file","scheduling-tasks.html.vue"]]),x=JSON.parse(`{"path":"/guide/scheduling-tasks.html","title":"Scheduling tasks","lang":"en-US","frontmatter":{"order":8,"description":"Scheduling tasks Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm. That's not a problem ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/scheduling-tasks.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Scheduling tasks"}],["meta",{"property":"og:description","content":"Scheduling tasks Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm. That's not a problem ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Scheduling tasks\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Multiple sources","slug":"multiple-sources","link":"#multiple-sources","children":[]},{"level":2,"title":"Working with timezones","slug":"working-with-timezones","link":"#working-with-timezones","children":[]},{"level":2,"title":"Skipping first run","slug":"skipping-first-run","link":"#skipping-first-run","children":[]},{"level":2,"title":"Dynamic scheduling","slug":"dynamic-scheduling","link":"#dynamic-scheduling","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/scheduling-tasks.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Sometimes you may want to execute some tasks according to some schedule.\\nFor example, you maybe want to call a function every day at 2 pm.
\\n
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
\\n
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes.\\nWhat should we do?
"}`);export{q as comp,x as data};
diff --git a/assets/sequenceDiagram-acc0e65c--kJbrdcZ.js b/assets/sequenceDiagram-acc0e65c-CLkJOcA6.js
similarity index 99%
rename from assets/sequenceDiagram-acc0e65c--kJbrdcZ.js
rename to assets/sequenceDiagram-acc0e65c-CLkJOcA6.js
index 2cb1677..eccfcd0 100644
--- a/assets/sequenceDiagram-acc0e65c--kJbrdcZ.js
+++ b/assets/sequenceDiagram-acc0e65c-CLkJOcA6.js
@@ -1,4 +1,4 @@
-import{g as we,y as ve,x as _e,c as st,s as $t,b as ke,a as Pe,A as Le,l as X,d as At,j as v,e as Ie,h as Lt,i as Ae,z as B,b1 as nt,b2 as wt,m as te,r as ee,b0 as Bt,aO as se,b3 as Ne}from"./mermaid.core-DtSoU78u.js";import{d as Se,a as Me,g as Nt,b as zt,c as Re,e as Ce}from"./svgDrawCommon-5ccd53ef-BJyTLJKe.js";import"./app-B0fd3cYb.js";var Yt=function(){var t=function(dt,w,k,L){for(k=k||{},L=dt.length;L--;k[dt[L]]=w);return 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23:this.$={type:"activeEnd",signalType:b.LINETYPE.ACTIVE_END,actor:h[d-1]};break;case 29:b.setDiagramTitle(h[d].substring(6)),this.$=h[d].substring(6);break;case 30:b.setDiagramTitle(h[d].substring(7)),this.$=h[d].substring(7);break;case 31:this.$=h[d].trim(),b.setAccTitle(this.$);break;case 32:case 33:this.$=h[d].trim(),b.setAccDescription(this.$);break;case 34:h[d-1].unshift({type:"loopStart",loopText:b.parseMessage(h[d-2]),signalType:b.LINETYPE.LOOP_START}),h[d-1].push({type:"loopEnd",loopText:h[d-2],signalType:b.LINETYPE.LOOP_END}),this.$=h[d-1];break;case 35:h[d-1].unshift({type:"rectStart",color:b.parseMessage(h[d-2]),signalType:b.LINETYPE.RECT_START}),h[d-1].push({type:"rectEnd",color:b.parseMessage(h[d-2]),signalType:b.LINETYPE.RECT_END}),this.$=h[d-1];break;case 36:h[d-1].unshift({type:"optStart",optText:b.parseMessage(h[d-2]),signalType:b.LINETYPE.OPT_START}),h[d-1].push({type:"optEnd",optText:b.parseMessage(h[d-2]),signalType:b.LINETYPE.OPT_END}),this.$=h[d-1];break;case 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43:this.$=h[d-3].concat([{type:"option",optionText:b.parseMessage(h[d-1]),signalType:b.LINETYPE.CRITICAL_OPTION},h[d]]);break;case 45:this.$=h[d-3].concat([{type:"and",parText:b.parseMessage(h[d-1]),signalType:b.LINETYPE.PAR_AND},h[d]]);break;case 47:this.$=h[d-3].concat([{type:"else",altText:b.parseMessage(h[d-1]),signalType:b.LINETYPE.ALT_ELSE},h[d]]);break;case 48:h[d-3].draw="participant",h[d-3].type="addParticipant",h[d-3].description=b.parseMessage(h[d-1]),this.$=h[d-3];break;case 49:h[d-1].draw="participant",h[d-1].type="addParticipant",this.$=h[d-1];break;case 50:h[d-3].draw="actor",h[d-3].type="addParticipant",h[d-3].description=b.parseMessage(h[d-1]),this.$=h[d-3];break;case 51:h[d-1].draw="actor",h[d-1].type="addParticipant",this.$=h[d-1];break;case 52:h[d-1].type="destroyParticipant",this.$=h[d-1];break;case 53:this.$=[h[d-1],{type:"addNote",placement:h[d-2],actor:h[d-1].actor,text:h[d]}];break;case 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Et[ut])this.terminals_[kt]&&kt>Te&&Pt.push("'"+this.terminals_[kt]+"'");Y.showPosition?Ot="Parse error on line "+(_t+1)+`:
 `+Y.showPosition()+`
 Expecting `+Pt.join(", ")+", got '"+(this.terminals_[G]||G)+"'":Ot="Parse error on line "+(_t+1)+": Unexpected "+(G==Jt?"end of input":"'"+(this.terminals_[G]||G)+"'"),this.parseError(Ot,{text:Y.match,token:this.terminals_[G]||G,line:Y.yylineno,loc:Dt,expected:Pt})}if(et[0]instanceof Array&&et.length>1)throw new Error("Parse Error: multiple actions possible at state: "+ut+", token: "+G);switch(et[0]){case 1:L.push(G),M.push(Y.yytext),h.push(Y.yylloc),L.push(et[1]),G=null,Xt=Y.yyleng,d=Y.yytext,_t=Y.yylineno,Dt=Y.yylloc;break;case 2:if(ct=this.productions_[et[1]][1],yt.$=M[M.length-ct],yt._$={first_line:h[h.length-(ct||1)].first_line,last_line:h[h.length-1].last_line,first_column:h[h.length-(ct||1)].first_column,last_column:h[h.length-1].last_column},Ee&&(yt._$.range=[h[h.length-(ct||1)].range[0],h[h.length-1].range[1]]),Vt=this.performAction.apply(yt,[d,Xt,_t,pt.yy,et[1],M,h].concat(be)),typeof Vt<"u")return Vt;ct&&(L=L.slice(0,-1*ct*2),M=M.slice(0,-1*ct),h=h.slice(0,-1*ct)),L.push(this.productions_[et[1]][0]),M.push(yt.$),h.push(yt._$),Zt=Et[L[L.length-2]][L[L.length-1]],L.push(Zt);break;case 3:return!0}}return!0}},ye=function(){var dt={EOF:1,parseError:function(k,L){if(this.yy.parser)this.yy.parser.parseError(k,L);else throw new Error(k)},setInput:function(w,k){return this.yy=k||this.yy||{},this._input=w,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var w=this._input[0];this.yytext+=w,this.yyleng++,this.offset++,this.match+=w,this.matched+=w;var k=w.match(/(?:\r\n?|\n).*/g);return k?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),w},unput:function(w){var k=w.length,L=w.split(/(?:\r\n?|\n)/g);this._input=w+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-k),this.offset-=k;var b=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),L.length-1&&(this.yylineno-=L.length-1);var M=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:L?(L.length===b.length?this.yylloc.first_column:0)+b[b.length-L.length].length-L[0].length:this.yylloc.first_column-k},this.options.ranges&&(this.yylloc.range=[M[0],M[0]+this.yyleng-k]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).
 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(w){this.unput(this.match.slice(w))},pastInput:function(){var w=this.matched.substr(0,this.matched.length-this.match.length);return(w.length>20?"...":"")+w.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var w=this.match;return w.length<20&&(w+=this._input.substr(0,20-w.length)),(w.substr(0,20)+(w.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var w=this.pastInput(),k=new Array(w.length+1).join("-");return w+this.upcomingInput()+`
diff --git a/assets/state-and-deps.html-BOZGNHxc.js b/assets/state-and-deps.html-B3AeqqiO.js
similarity index 99%
rename from assets/state-and-deps.html-BOZGNHxc.js
rename to assets/state-and-deps.html-B3AeqqiO.js
index 5374802..e68b80b 100644
--- a/assets/state-and-deps.html-BOZGNHxc.js
+++ b/assets/state-and-deps.html-B3AeqqiO.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as p,o as k,c as d,e as o,w as a,b as n,d as s,a as l}from"./app-B0fd3cYb.js";const m={},b=l('
State and Dependencies
State
The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.
This can be achieved by adding event handlers.
You can use one of these events:
  • WORKER_STARTUP
  • CLIENT_STARTUP
  • WORKER_SHUTDOWN
  • CLIENT_SHUTDOWN
Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.
This is an example of code using event handlers:
',8),v=n("div",{class:"language-python line-numbers-mode","data-ext":"py","data-title":"py"},[n("pre",{class:"language-python"},[n("code",null,[n("span",{class:"token keyword"},"import"),s(` asyncio
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as p,o as k,c as d,e as o,w as a,b as n,d as s,a as l}from"./app-jADuhdjP.js";const m={},b=l('
State and Dependencies
State
The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.
This can be achieved by adding event handlers.
You can use one of these events:
  • WORKER_STARTUP
  • CLIENT_STARTUP
  • WORKER_SHUTDOWN
  • CLIENT_SHUTDOWN
Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.
This is an example of code using event handlers:
',8),v=n("div",{class:"language-python line-numbers-mode","data-ext":"py","data-title":"py"},[n("pre",{class:"language-python"},[n("code",null,[n("span",{class:"token keyword"},"import"),s(` asyncio
 `),n("span",{class:"token keyword"},"from"),s(" typing "),n("span",{class:"token keyword"},"import"),s(" Annotated"),n("span",{class:"token punctuation"},","),s(` Optional
 
 `),n("span",{class:"token keyword"},"from"),s(" redis"),n("span",{class:"token punctuation"},"."),s("asyncio "),n("span",{class:"token keyword"},"import"),s(" ConnectionPool"),n("span",{class:"token punctuation"},","),s(" Redis  "),n("span",{class:"token comment"},"# type: ignore"),s(`
@@ -392,4 +392,4 @@ broker `),n("span",{class:"token operator"},"="),s(" AioPikaBroker"),n("span",{c
     `),n("span",{class:"token comment"},"# Here we commit if everything is fine."),s(`
     `),n("span",{class:"token keyword"},"await"),s(" trans"),n("span",{class:"token punctuation"},"."),s("commit"),n("span",{class:"token punctuation"},"("),n("span",{class:"token punctuation"},")"),s(`
 `)])]),n("div",{class:"line-numbers","aria-hidden":"true"},[n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"}),n("div",{class:"line-number"})])],-1),pn=l(`
If you don't want to propagate exceptions in dependencies, you can add --no-propagate-errors option to worker command.
taskiq worker my_file:broker --no-propagate-errors
-
In this case, no exception will ever going to be propagated to any dependency.
Generics
Taskiq supports generic dependencies. You can create a generic class that is generic over another class and takskiq will be able to resolve generics based on type annotations.
Default dependencies
By default taskiq has only two dependencies:
  • Context from taskiq.context.Context
  • TaskiqState from taskiq.state.TaskiqState
Adding first-level dependencies
You can expand default list of available dependencies for you application. Taskiq have an ability to add new first-level dependencies using brokers.
The AsyncBroker interface has a function called add_dependency_context and you can add more default dependencies to the taskiq. This may be useful for libraries if you want to add new dependencies to users.
`,11);function un(rn,kn){const c=p("Tabs"),u=p("ExternalLinkIcon"),i=p("Mermaid");return k(),d("div",null,[b,o(c,{id:"43",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[v]),tab1:a(({value:e,isActive:t})=>[y]),_:1}),w,h,f,_,g,n("p",null,[s("We use the "),n("a",T,[s("taskiq-dependencies"),o(u)]),s(" package to provide autocompetion. You can easily integrate it in your own project.")]),A,o(c,{id:"84",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[q]),tab1:a(({value:e,isActive:t})=>[x]),_:1}),D,o(c,{id:"95",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[S]),tab1:a(({value:e,isActive:t})=>[N]),_:1}),R,C,E,G,I,o(c,{id:"118",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[B]),tab1:a(({value:e,isActive:t})=>[O]),_:1}),H,o(c,{id:"132",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[P]),tab1:a(({value:e,isActive:t})=>[W]),_:1}),F,o(i,{id:"mermaid-143",code:"eJxLL0osyFAIceFSAALH6OT83Nz8vPiU1IJYsIhTNJBpCGE7g9hGELZLdG5lfElicTaE66igq2un4ITEdoZoB7MhhjtD2QC8vBpx"}),U,o(i,{id:"mermaid-147",code:"eJxLL0osyFAIceFSAALH6OT83Nz8vPiU1IJYsIhTNJBpCGG7ROdWxpckFmdDuM4gKSMIu7g0CWJQeWZJRn5piUJyYnJGKlgKbK4hhsGpeSkQKxV0de0UnCBsQzDHGWIzmA1xlzOUDQCEcyvm"}),L,Y,K,o(c,{id:"157",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[J]),tab1:a(({value:e,isActive:t})=>[M]),_:1}),z,V,Z,j,o(c,{id:"177",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[Q]),tab1:a(({value:e,isActive:t})=>[X]),_:1}),$,nn,o(c,{id:"191",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[sn]),tab1:a(({value:e,isActive:t})=>[an]),_:1}),en,tn,on,o(c,{id:"208",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[cn]),tab1:a(({value:e,isActive:t})=>[ln]),_:1}),pn])}const bn=r(m,[["render",un],["__file","state-and-deps.html.vue"]]),vn=JSON.parse(`{"path":"/guide/state-and-deps.html","title":"State and Dependencies","lang":"en-US","frontmatter":{"order":7,"description":"State and Dependencies State The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection poo...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/state-and-deps.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"State and Dependencies"}],["meta",{"property":"og:description","content":"State and Dependencies State The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection poo..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"State and Dependencies\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"State","slug":"state","link":"#state","children":[]},{"level":2,"title":"Dependencies","slug":"dependencies","link":"#dependencies","children":[{"level":3,"title":"How dependencies are useful","slug":"how-dependencies-are-useful","link":"#how-dependencies-are-useful","children":[]},{"level":3,"title":"How do dependencies work","slug":"how-do-dependencies-work","link":"#how-do-dependencies-work","children":[]},{"level":3,"title":"Class as a dependency","slug":"class-as-a-dependency","link":"#class-as-a-dependency","children":[]},{"level":3,"title":"Generator dependencies","slug":"generator-dependencies","link":"#generator-dependencies","children":[]}]},{"level":2,"title":"Generics","slug":"generics","link":"#generics","children":[{"level":3,"title":"Default dependencies","slug":"default-dependencies","link":"#default-dependencies","children":[]},{"level":3,"title":"Adding first-level dependencies","slug":"adding-first-level-dependencies","link":"#adding-first-level-dependencies","children":[]}]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/state-and-deps.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
State
\\n
The TaskiqState is a global variable where you can keep the variables you want to use later.\\nFor example, you want to open a database connection pool at a broker's startup.
\\n
This can be achieved by adding event handlers.
\\n
You can use one of these events:
"}`);export{bn as comp,vn as data};
+
In this case, no exception will ever going to be propagated to any dependency.
Generics
Taskiq supports generic dependencies. You can create a generic class that is generic over another class and takskiq will be able to resolve generics based on type annotations.
Default dependencies
By default taskiq has only two dependencies:
  • Context from taskiq.context.Context
  • TaskiqState from taskiq.state.TaskiqState
Adding first-level dependencies
You can expand default list of available dependencies for you application. Taskiq have an ability to add new first-level dependencies using brokers.
The AsyncBroker interface has a function called add_dependency_context and you can add more default dependencies to the taskiq. This may be useful for libraries if you want to add new dependencies to users.
`,11);function un(rn,kn){const c=p("Tabs"),u=p("ExternalLinkIcon"),i=p("Mermaid");return k(),d("div",null,[b,o(c,{id:"43",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[v]),tab1:a(({value:e,isActive:t})=>[y]),_:1}),w,h,f,_,g,n("p",null,[s("We use the "),n("a",T,[s("taskiq-dependencies"),o(u)]),s(" package to provide autocompetion. You can easily integrate it in your own project.")]),A,o(c,{id:"84",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[q]),tab1:a(({value:e,isActive:t})=>[x]),_:1}),D,o(c,{id:"95",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[S]),tab1:a(({value:e,isActive:t})=>[N]),_:1}),R,C,E,G,I,o(c,{id:"118",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[B]),tab1:a(({value:e,isActive:t})=>[O]),_:1}),H,o(c,{id:"132",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[P]),tab1:a(({value:e,isActive:t})=>[W]),_:1}),F,o(i,{id:"mermaid-143",code:"eJxLL0osyFAIceFSAALH6OT83Nz8vPiU1IJYsIhTNJBpCGE7g9hGELZLdG5lfElicTaE66igq2un4ITEdoZoB7MhhjtD2QC8vBpx"}),U,o(i,{id:"mermaid-147",code:"eJxLL0osyFAIceFSAALH6OT83Nz8vPiU1IJYsIhTNJBpCGG7ROdWxpckFmdDuM4gKSMIu7g0CWJQeWZJRn5piUJyYnJGKlgKbK4hhsGpeSkQKxV0de0UnCBsQzDHGWIzmA1xlzOUDQCEcyvm"}),L,Y,K,o(c,{id:"157",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[J]),tab1:a(({value:e,isActive:t})=>[M]),_:1}),z,V,Z,j,o(c,{id:"177",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[Q]),tab1:a(({value:e,isActive:t})=>[X]),_:1}),$,nn,o(c,{id:"191",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[sn]),tab1:a(({value:e,isActive:t})=>[an]),_:1}),en,tn,on,o(c,{id:"208",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[cn]),tab1:a(({value:e,isActive:t})=>[ln]),_:1}),pn])}const bn=r(m,[["render",un],["__file","state-and-deps.html.vue"]]),vn=JSON.parse(`{"path":"/guide/state-and-deps.html","title":"State and Dependencies","lang":"en-US","frontmatter":{"order":7,"description":"State and Dependencies State The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection poo...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/state-and-deps.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"State and Dependencies"}],["meta",{"property":"og:description","content":"State and Dependencies State The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection poo..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"State and Dependencies\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"State","slug":"state","link":"#state","children":[]},{"level":2,"title":"Dependencies","slug":"dependencies","link":"#dependencies","children":[{"level":3,"title":"How dependencies are useful","slug":"how-dependencies-are-useful","link":"#how-dependencies-are-useful","children":[]},{"level":3,"title":"How do dependencies work","slug":"how-do-dependencies-work","link":"#how-do-dependencies-work","children":[]},{"level":3,"title":"Class as a dependency","slug":"class-as-a-dependency","link":"#class-as-a-dependency","children":[]},{"level":3,"title":"Generator dependencies","slug":"generator-dependencies","link":"#generator-dependencies","children":[]}]},{"level":2,"title":"Generics","slug":"generics","link":"#generics","children":[{"level":3,"title":"Default dependencies","slug":"default-dependencies","link":"#default-dependencies","children":[]},{"level":3,"title":"Adding first-level dependencies","slug":"adding-first-level-dependencies","link":"#adding-first-level-dependencies","children":[]}]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/state-and-deps.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
State
\\n
The TaskiqState is a global variable where you can keep the variables you want to use later.\\nFor example, you want to open a database connection pool at a broker's startup.
\\n
This can be achieved by adding event handlers.
\\n
You can use one of these events:
"}`);export{bn as comp,vn as data};
diff --git a/assets/stateDiagram-0ff1cf1a-BWw4tG75.js b/assets/stateDiagram-0ff1cf1a-CKs1dX20.js
similarity index 97%
rename from assets/stateDiagram-0ff1cf1a-BWw4tG75.js
rename to assets/stateDiagram-0ff1cf1a-CKs1dX20.js
index d9318b3..2543f53 100644
--- a/assets/stateDiagram-0ff1cf1a-BWw4tG75.js
+++ b/assets/stateDiagram-0ff1cf1a-CKs1dX20.js
@@ -1 +1 @@
-import{p as P,d as N,s as W}from"./styles-d20c7d72-Dnn2fl5U.js";import{c as t,h as H,l as b,i as R,j as T,ap as v,z as U}from"./mermaid.core-DtSoU78u.js";import{G as C}from"./graph-GEpVUbdH.js";import{l as F}from"./layout-DNn7Y9VF.js";import{l as $}from"./line-BM-2XH-S.js";import"./app-B0fd3cYb.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const O=e=>e.append("circle").attr("class","start-state").attr("r",t().state.sizeUnit).attr("cx",t().state.padding+t().state.sizeUnit).attr("cy",t().state.padding+t().state.sizeUnit),X=e=>e.append("line").style("stroke","grey").style("stroke-dasharray","3").attr("x1",t().state.textHeight).attr("class","divider").attr("x2",t().state.textHeight*2).attr("y1",0).attr("y2",0),J=(e,i)=>{const o=e.append("text").attr("x",2*t().state.padding).attr("y",t().state.textHeight+2*t().state.padding).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.id),c=o.node().getBBox();return e.insert("rect",":first-child").attr("x",t().state.padding).attr("y",t().state.padding).attr("width",c.width+2*t().state.padding).attr("height",c.height+2*t().state.padding).attr("rx",t().state.radius),o},Y=(e,i)=>{const o=function(l,m,w){const E=l.append("tspan").attr("x",2*t().state.padding).text(m);w||E.attr("dy",t().state.textHeight)},s=e.append("text").attr("x",2*t().state.padding).attr("y",t().state.textHeight+1.3*t().state.padding).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.descriptions[0]).node().getBBox(),g=s.height,p=e.append("text").attr("x",t().state.padding).attr("y",g+t().state.padding*.4+t().state.dividerMargin+t().state.textHeight).attr("class","state-description");let a=!0,r=!0;i.descriptions.forEach(function(l){a||(o(p,l,r),r=!1),a=!1});const y=e.append("line").attr("x1",t().state.padding).attr("y1",t().state.padding+g+t().state.dividerMargin/2).attr("y2",t().state.padding+g+t().state.dividerMargin/2).attr("class","descr-divider"),x=p.node().getBBox(),d=Math.max(x.width,s.width);return y.attr("x2",d+3*t().state.padding),e.insert("rect",":first-child").attr("x",t().state.padding).attr("y",t().state.padding).attr("width",d+2*t().state.padding).attr("height",x.height+g+2*t().state.padding).attr("rx",t().state.radius),e},I=(e,i,o)=>{const c=t().state.padding,s=2*t().state.padding,g=e.node().getBBox(),p=g.width,a=g.x,r=e.append("text").attr("x",0).attr("y",t().state.titleShift).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.id),x=r.node().getBBox().width+s;let d=Math.max(x,p);d===p&&(d=d+s);let l;const m=e.node().getBBox();i.doc,l=a-c,x>p&&(l=(p-d)/2+c),Math.abs(a-m.x)p&&(l=a-(x-p)/2);const w=1-t().state.textHeight;return e.insert("rect",":first-child").attr("x",l).attr("y",w).attr("class",o?"alt-composit":"composit").attr("width",d).attr("height",m.height+t().state.textHeight+t().state.titleShift+1).attr("rx","0"),r.attr("x",l+c),x<=p&&r.attr("x",a+(d-s)/2-x/2+c),e.insert("rect",":first-child").attr("x",l).attr("y",t().state.titleShift-t().state.textHeight-t().state.padding).attr("width",d).attr("height",t().state.textHeight*3).attr("rx",t().state.radius),e.insert("rect",":first-child").attr("x",l).attr("y",t().state.titleShift-t().state.textHeight-t().state.padding).attr("width",d).attr("height",m.height+3+2*t().state.textHeight).attr("rx",t().state.radius),e},_=e=>(e.append("circle").attr("class","end-state-outer").attr("r",t().state.sizeUnit+t().state.miniPadding).attr("cx",t().state.padding+t().state.sizeUnit+t().state.miniPadding).attr("cy",t().state.padding+t().state.sizeUnit+t().state.miniPadding),e.append("circle").attr("class","end-state-inner").attr("r",t().state.sizeUnit).attr("cx",t().state.padding+t().state.sizeUnit+2).attr("cy",t().state.padding+t().state.sizeUnit+2)),q=(e,i)=>{let o=t().state.forkWidth,c=t().state.forkHeight;if(i.parentId){let s=o;o=c,c=s}return e.append("rect").style("stroke","black").style("fill","black").attr("width",o).attr("height",c).attr("x",t().state.padding).attr("y",t().state.padding)},Z=(e,i,o,c)=>{let s=0;const g=c.append("text");g.style("text-anchor","start"),g.attr("class","noteText");let p=e.replace(/\r\n/g,"
");p=p.replace(/\n/g,"
");const a=p.split(T.lineBreakRegex);let r=1.25*t().state.noteMargin;for(const y of a){const x=y.trim();if(x.length>0){const d=g.append("tspan");if(d.text(x),r===0){const l=d.node().getBBox();r+=l.height}s+=r,d.attr("x",i+t().state.noteMargin),d.attr("y",o+s+1.25*t().state.noteMargin)}}return{textWidth:g.node().getBBox().width,textHeight:s}},j=(e,i)=>{i.attr("class","state-note");const o=i.append("rect").attr("x",0).attr("y",t().state.padding),c=i.append("g"),{textWidth:s,textHeight:g}=Z(e,0,0,c);return o.attr("height",g+2*t().state.noteMargin),o.attr("width",s+t().state.noteMargin*2),o},L=function(e,i){const o=i.id,c={id:o,label:i.id,width:0,height:0},s=e.append("g").attr("id",o).attr("class","stateGroup");i.type==="start"&&O(s),i.type==="end"&&_(s),(i.type==="fork"||i.type==="join")&&q(s,i),i.type==="note"&&j(i.note.text,s),i.type==="divider"&&X(s),i.type==="default"&&i.descriptions.length===0&&J(s,i),i.type==="default"&&i.descriptions.length>0&&Y(s,i);const g=s.node().getBBox();return c.width=g.width+2*t().state.padding,c.height=g.height+2*t().state.padding,c};let G=0;const K=function(e,i,o){const c=function(r){switch(r){case N.relationType.AGGREGATION:return"aggregation";case N.relationType.EXTENSION:return"extension";case N.relationType.COMPOSITION:return"composition";case N.relationType.DEPENDENCY:return"dependency"}};i.points=i.points.filter(r=>!Number.isNaN(r.y));const s=i.points,g=$().x(function(r){return r.x}).y(function(r){return r.y}).curve(v),p=e.append("path").attr("d",g(s)).attr("id","edge"+G).attr("class","transition");let a="";if(t().state.arrowMarkerAbsolute&&(a=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,a=a.replace(/\(/g,"\\("),a=a.replace(/\)/g,"\\)")),p.attr("marker-end","url("+a+"#"+c(N.relationType.DEPENDENCY)+"End)"),o.title!==void 0){const r=e.append("g").attr("class","stateLabel"),{x:y,y:x}=U.calcLabelPosition(i.points),d=T.getRows(o.title);let l=0;const m=[];let w=0,E=0;for(let u=0;u<=d.length;u++){const h=r.append("text").attr("text-anchor","middle").text(d[u]).attr("x",y).attr("y",x+l),f=h.node().getBBox();w=Math.max(w,f.width),E=Math.min(E,f.x),b.info(f.x,y,x+l),l===0&&(l=h.node().getBBox().height,b.info("Title height",l,x)),m.push(h)}let k=l*d.length;if(d.length>1){const u=(d.length-1)*l*.5;m.forEach((h,f)=>h.attr("y",x+f*l-u)),k=l*d.length}const n=r.node().getBBox();r.insert("rect",":first-child").attr("class","box").attr("x",y-w/2-t().state.padding/2).attr("y",x-k/2-t().state.padding/2-3.5).attr("width",w+t().state.padding).attr("height",k+t().state.padding),b.info(n)}G++};let B;const z={},Q=function(){},V=function(e){e.append("defs").append("marker").attr("id","dependencyEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 19,7 L9,13 L14,7 L9,1 Z")},D=function(e,i,o,c){B=t().state;const s=t().securityLevel;let g;s==="sandbox"&&(g=H("#i"+i));const p=s==="sandbox"?H(g.nodes()[0].contentDocument.body):H("body"),a=s==="sandbox"?g.nodes()[0].contentDocument:document;b.debug("Rendering diagram "+e);const r=p.select(`[id='${i}']`);V(r);const y=c.db.getRootDoc();A(y,r,void 0,!1,p,a,c);const x=B.padding,d=r.node().getBBox(),l=d.width+x*2,m=d.height+x*2,w=l*1.75;R(r,m,w,B.useMaxWidth),r.attr("viewBox",`${d.x-B.padding}  ${d.y-B.padding} `+l+" "+m)},tt=e=>e?e.length*B.fontSizeFactor:1,A=(e,i,o,c,s,g,p)=>{const a=new C({compound:!0,multigraph:!0});let r,y=!0;for(r=0;r{const f=h.parentElement;let S=0,M=0;f&&(f.parentElement&&(S=f.parentElement.getBBox().width),M=parseInt(f.getAttribute("data-x-shift"),10),Number.isNaN(M)&&(M=0)),h.setAttribute("x1",0-M+8),h.setAttribute("x2",S-M-8)})):b.debug("No Node "+n+": "+JSON.stringify(a.node(n)))});let E=w.getBBox();a.edges().forEach(function(n){n!==void 0&&a.edge(n)!==void 0&&(b.debug("Edge "+n.v+" -> "+n.w+": "+JSON.stringify(a.edge(n))),K(i,a.edge(n),a.edge(n).relation))}),E=w.getBBox();const k={id:o||"root",label:o||"root",width:0,height:0};return k.width=E.width+2*B.padding,k.height=E.height+2*B.padding,b.debug("Doc rendered",k,a),k},et={setConf:Q,draw:D},lt={parser:P,db:N,renderer:et,styles:W,init:e=>{e.state||(e.state={}),e.state.arrowMarkerAbsolute=e.arrowMarkerAbsolute,N.clear()}};export{lt as diagram};
+import{p as P,d as N,s as W}from"./styles-d20c7d72-XvJt-R4X.js";import{c as t,h as H,l as b,i as R,j as T,ap as v,z as U}from"./mermaid.core-C-ipfzeP.js";import{G as C}from"./graph-BqpiDEwF.js";import{l as F}from"./layout-B2i1mAr6.js";import{l as $}from"./line-BVHj5-SV.js";import"./app-jADuhdjP.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const O=e=>e.append("circle").attr("class","start-state").attr("r",t().state.sizeUnit).attr("cx",t().state.padding+t().state.sizeUnit).attr("cy",t().state.padding+t().state.sizeUnit),X=e=>e.append("line").style("stroke","grey").style("stroke-dasharray","3").attr("x1",t().state.textHeight).attr("class","divider").attr("x2",t().state.textHeight*2).attr("y1",0).attr("y2",0),J=(e,i)=>{const o=e.append("text").attr("x",2*t().state.padding).attr("y",t().state.textHeight+2*t().state.padding).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.id),c=o.node().getBBox();return e.insert("rect",":first-child").attr("x",t().state.padding).attr("y",t().state.padding).attr("width",c.width+2*t().state.padding).attr("height",c.height+2*t().state.padding).attr("rx",t().state.radius),o},Y=(e,i)=>{const o=function(l,m,w){const E=l.append("tspan").attr("x",2*t().state.padding).text(m);w||E.attr("dy",t().state.textHeight)},s=e.append("text").attr("x",2*t().state.padding).attr("y",t().state.textHeight+1.3*t().state.padding).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.descriptions[0]).node().getBBox(),g=s.height,p=e.append("text").attr("x",t().state.padding).attr("y",g+t().state.padding*.4+t().state.dividerMargin+t().state.textHeight).attr("class","state-description");let a=!0,r=!0;i.descriptions.forEach(function(l){a||(o(p,l,r),r=!1),a=!1});const y=e.append("line").attr("x1",t().state.padding).attr("y1",t().state.padding+g+t().state.dividerMargin/2).attr("y2",t().state.padding+g+t().state.dividerMargin/2).attr("class","descr-divider"),x=p.node().getBBox(),d=Math.max(x.width,s.width);return y.attr("x2",d+3*t().state.padding),e.insert("rect",":first-child").attr("x",t().state.padding).attr("y",t().state.padding).attr("width",d+2*t().state.padding).attr("height",x.height+g+2*t().state.padding).attr("rx",t().state.radius),e},I=(e,i,o)=>{const c=t().state.padding,s=2*t().state.padding,g=e.node().getBBox(),p=g.width,a=g.x,r=e.append("text").attr("x",0).attr("y",t().state.titleShift).attr("font-size",t().state.fontSize).attr("class","state-title").text(i.id),x=r.node().getBBox().width+s;let d=Math.max(x,p);d===p&&(d=d+s);let l;const m=e.node().getBBox();i.doc,l=a-c,x>p&&(l=(p-d)/2+c),Math.abs(a-m.x)p&&(l=a-(x-p)/2);const w=1-t().state.textHeight;return e.insert("rect",":first-child").attr("x",l).attr("y",w).attr("class",o?"alt-composit":"composit").attr("width",d).attr("height",m.height+t().state.textHeight+t().state.titleShift+1).attr("rx","0"),r.attr("x",l+c),x<=p&&r.attr("x",a+(d-s)/2-x/2+c),e.insert("rect",":first-child").attr("x",l).attr("y",t().state.titleShift-t().state.textHeight-t().state.padding).attr("width",d).attr("height",t().state.textHeight*3).attr("rx",t().state.radius),e.insert("rect",":first-child").attr("x",l).attr("y",t().state.titleShift-t().state.textHeight-t().state.padding).attr("width",d).attr("height",m.height+3+2*t().state.textHeight).attr("rx",t().state.radius),e},_=e=>(e.append("circle").attr("class","end-state-outer").attr("r",t().state.sizeUnit+t().state.miniPadding).attr("cx",t().state.padding+t().state.sizeUnit+t().state.miniPadding).attr("cy",t().state.padding+t().state.sizeUnit+t().state.miniPadding),e.append("circle").attr("class","end-state-inner").attr("r",t().state.sizeUnit).attr("cx",t().state.padding+t().state.sizeUnit+2).attr("cy",t().state.padding+t().state.sizeUnit+2)),q=(e,i)=>{let o=t().state.forkWidth,c=t().state.forkHeight;if(i.parentId){let s=o;o=c,c=s}return e.append("rect").style("stroke","black").style("fill","black").attr("width",o).attr("height",c).attr("x",t().state.padding).attr("y",t().state.padding)},Z=(e,i,o,c)=>{let s=0;const g=c.append("text");g.style("text-anchor","start"),g.attr("class","noteText");let p=e.replace(/\r\n/g,"
");p=p.replace(/\n/g,"
");const a=p.split(T.lineBreakRegex);let r=1.25*t().state.noteMargin;for(const y of a){const x=y.trim();if(x.length>0){const d=g.append("tspan");if(d.text(x),r===0){const l=d.node().getBBox();r+=l.height}s+=r,d.attr("x",i+t().state.noteMargin),d.attr("y",o+s+1.25*t().state.noteMargin)}}return{textWidth:g.node().getBBox().width,textHeight:s}},j=(e,i)=>{i.attr("class","state-note");const o=i.append("rect").attr("x",0).attr("y",t().state.padding),c=i.append("g"),{textWidth:s,textHeight:g}=Z(e,0,0,c);return o.attr("height",g+2*t().state.noteMargin),o.attr("width",s+t().state.noteMargin*2),o},L=function(e,i){const o=i.id,c={id:o,label:i.id,width:0,height:0},s=e.append("g").attr("id",o).attr("class","stateGroup");i.type==="start"&&O(s),i.type==="end"&&_(s),(i.type==="fork"||i.type==="join")&&q(s,i),i.type==="note"&&j(i.note.text,s),i.type==="divider"&&X(s),i.type==="default"&&i.descriptions.length===0&&J(s,i),i.type==="default"&&i.descriptions.length>0&&Y(s,i);const g=s.node().getBBox();return c.width=g.width+2*t().state.padding,c.height=g.height+2*t().state.padding,c};let G=0;const K=function(e,i,o){const c=function(r){switch(r){case N.relationType.AGGREGATION:return"aggregation";case N.relationType.EXTENSION:return"extension";case N.relationType.COMPOSITION:return"composition";case N.relationType.DEPENDENCY:return"dependency"}};i.points=i.points.filter(r=>!Number.isNaN(r.y));const s=i.points,g=$().x(function(r){return r.x}).y(function(r){return r.y}).curve(v),p=e.append("path").attr("d",g(s)).attr("id","edge"+G).attr("class","transition");let a="";if(t().state.arrowMarkerAbsolute&&(a=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,a=a.replace(/\(/g,"\\("),a=a.replace(/\)/g,"\\)")),p.attr("marker-end","url("+a+"#"+c(N.relationType.DEPENDENCY)+"End)"),o.title!==void 0){const r=e.append("g").attr("class","stateLabel"),{x:y,y:x}=U.calcLabelPosition(i.points),d=T.getRows(o.title);let l=0;const m=[];let w=0,E=0;for(let u=0;u<=d.length;u++){const h=r.append("text").attr("text-anchor","middle").text(d[u]).attr("x",y).attr("y",x+l),f=h.node().getBBox();w=Math.max(w,f.width),E=Math.min(E,f.x),b.info(f.x,y,x+l),l===0&&(l=h.node().getBBox().height,b.info("Title height",l,x)),m.push(h)}let k=l*d.length;if(d.length>1){const u=(d.length-1)*l*.5;m.forEach((h,f)=>h.attr("y",x+f*l-u)),k=l*d.length}const n=r.node().getBBox();r.insert("rect",":first-child").attr("class","box").attr("x",y-w/2-t().state.padding/2).attr("y",x-k/2-t().state.padding/2-3.5).attr("width",w+t().state.padding).attr("height",k+t().state.padding),b.info(n)}G++};let B;const z={},Q=function(){},V=function(e){e.append("defs").append("marker").attr("id","dependencyEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 19,7 L9,13 L14,7 L9,1 Z")},D=function(e,i,o,c){B=t().state;const s=t().securityLevel;let g;s==="sandbox"&&(g=H("#i"+i));const p=s==="sandbox"?H(g.nodes()[0].contentDocument.body):H("body"),a=s==="sandbox"?g.nodes()[0].contentDocument:document;b.debug("Rendering diagram "+e);const r=p.select(`[id='${i}']`);V(r);const y=c.db.getRootDoc();A(y,r,void 0,!1,p,a,c);const x=B.padding,d=r.node().getBBox(),l=d.width+x*2,m=d.height+x*2,w=l*1.75;R(r,m,w,B.useMaxWidth),r.attr("viewBox",`${d.x-B.padding}  ${d.y-B.padding} `+l+" "+m)},tt=e=>e?e.length*B.fontSizeFactor:1,A=(e,i,o,c,s,g,p)=>{const a=new C({compound:!0,multigraph:!0});let r,y=!0;for(r=0;r{const f=h.parentElement;let S=0,M=0;f&&(f.parentElement&&(S=f.parentElement.getBBox().width),M=parseInt(f.getAttribute("data-x-shift"),10),Number.isNaN(M)&&(M=0)),h.setAttribute("x1",0-M+8),h.setAttribute("x2",S-M-8)})):b.debug("No Node "+n+": "+JSON.stringify(a.node(n)))});let E=w.getBBox();a.edges().forEach(function(n){n!==void 0&&a.edge(n)!==void 0&&(b.debug("Edge "+n.v+" -> "+n.w+": "+JSON.stringify(a.edge(n))),K(i,a.edge(n),a.edge(n).relation))}),E=w.getBBox();const k={id:o||"root",label:o||"root",width:0,height:0};return k.width=E.width+2*B.padding,k.height=E.height+2*B.padding,b.debug("Doc rendered",k,a),k},et={setConf:Q,draw:D},lt={parser:P,db:N,renderer:et,styles:W,init:e=>{e.state||(e.state={}),e.state.arrowMarkerAbsolute=e.arrowMarkerAbsolute,N.clear()}};export{lt as diagram};
diff --git a/assets/stateDiagram-v2-9a9d610d-B3gSIDR2.js b/assets/stateDiagram-v2-9a9d610d-E7eH8vbq.js
similarity index 90%
rename from assets/stateDiagram-v2-9a9d610d-B3gSIDR2.js
rename to assets/stateDiagram-v2-9a9d610d-E7eH8vbq.js
index 01f29d8..ea54b97 100644
--- a/assets/stateDiagram-v2-9a9d610d-B3gSIDR2.js
+++ b/assets/stateDiagram-v2-9a9d610d-E7eH8vbq.js
@@ -1 +1 @@
-import{p as J,d as B,s as Q,D as H,a as X,S as Z,b as F,c as I}from"./styles-d20c7d72-Dnn2fl5U.js";import{G as tt}from"./graph-GEpVUbdH.js";import{l as E,c as g,h as x,z as et,i as ot,j as w}from"./mermaid.core-DtSoU78u.js";import{r as st}from"./index-fc10efb0-D8efEc6S.js";import"./layout-DNn7Y9VF.js";import"./app-B0fd3cYb.js";import"./clone-DZIUJmqR.js";import"./edges-d32062c0--RfIKLIO.js";import"./createText-6b48ae7d-BQ6Vxn2Q.js";import"./line-BM-2XH-S.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const h="rect",C="rectWithTitle",nt="start",it="end",ct="divider",rt="roundedWithTitle",lt="note",at="noteGroup",_="statediagram",dt="state",Et=`${_}-${dt}`,U="transition",St="note",Tt="note-edge",pt=`${U} ${Tt}`,_t=`${_}-${St}`,ut="cluster",Dt=`${_}-${ut}`,bt="cluster-alt",ft=`${_}-${bt}`,V="parent",Y="note",At="state",N="----",ht=`${N}${Y}`,M=`${N}${V}`,m="fill:none",z="fill: #333",W="c",j="text",q="normal";let y={},d=0;const yt=function(t){const n=Object.keys(t);for(const e of n)t[e]},gt=function(t,n){return n.db.extract(n.db.getRootDocV2()),n.db.getClasses()};function $t(t){return t==null?"":t.classes?t.classes.join(" "):""}function R(t="",n=0,e="",i=N){const c=e!==null&&e.length>0?`${i}${e}`:"";return`${At}-${t}${c}-${n}`}const A=(t,n,e,i,c,r)=>{const o=e.id,u=$t(i[o]);if(o!=="root"){let T=h;e.start===!0&&(T=nt),e.start===!1&&(T=it),e.type!==H&&(T=e.type),y[o]||(y[o]={id:o,shape:T,description:w.sanitizeText(o,g()),classes:`${u} ${Et}`});const s=y[o];e.description&&(Array.isArray(s.description)?(s.shape=C,s.description.push(e.description)):s.description.length>0?(s.shape=C,s.description===o?s.description=[e.description]:s.description=[s.description,e.description]):(s.shape=h,s.description=e.description),s.description=w.sanitizeTextOrArray(s.description,g())),s.description.length===1&&s.shape===C&&(s.shape=h),!s.type&&e.doc&&(E.info("Setting cluster for ",o,G(e)),s.type="group",s.dir=G(e),s.shape=e.type===X?ct:rt,s.classes=s.classes+" "+Dt+" "+(r?ft:""));const p={labelStyle:"",shape:s.shape,labelText:s.description,classes:s.classes,style:"",id:o,dir:s.dir,domId:R(o,d),type:s.type,padding:15};if(p.centerLabel=!0,e.note){const l={labelStyle:"",shape:lt,labelText:e.note.text,classes:_t,style:"",id:o+ht+"-"+d,domId:R(o,d,Y),type:s.type,padding:15},a={labelStyle:"",shape:at,labelText:e.note.text,classes:s.classes,style:"",id:o+M,domId:R(o,d,V),type:"group",padding:0};d++;const D=o+M;t.setNode(D,a),t.setNode(l.id,l),t.setNode(o,p),t.setParent(o,D),t.setParent(l.id,D);let S=o,b=l.id;e.note.position==="left of"&&(S=l.id,b=o),t.setEdge(S,b,{arrowhead:"none",arrowType:"",style:m,labelStyle:"",classes:pt,arrowheadStyle:z,labelpos:W,labelType:j,thickness:q})}else t.setNode(o,p)}n&&n.id!=="root"&&(E.trace("Setting node ",o," to be child of its parent ",n.id),t.setParent(o,n.id)),e.doc&&(E.trace("Adding nodes children "),xt(t,e,e.doc,i,c,!r))},xt=(t,n,e,i,c,r)=>{E.trace("items",e),e.forEach(o=>{switch(o.stmt){case F:A(t,n,o,i,c,r);break;case H:A(t,n,o,i,c,r);break;case Z:{A(t,n,o.state1,i,c,r),A(t,n,o.state2,i,c,r);const u={id:"edge"+d,arrowhead:"normal",arrowTypeEnd:"arrow_barb",style:m,labelStyle:"",label:w.sanitizeText(o.description,g()),arrowheadStyle:z,labelpos:W,labelType:j,thickness:q,classes:U};t.setEdge(o.state1.id,o.state2.id,u,d),d++}break}})},G=(t,n=I)=>{let e=n;if(t.doc)for(let i=0;i{t.state||(t.state={}),t.state.arrowMarkerAbsolute=t.arrowMarkerAbsolute,B.clear()}};export{Vt as diagram};
+import{p as J,d as B,s as Q,D as H,a as X,S as Z,b as F,c as I}from"./styles-d20c7d72-XvJt-R4X.js";import{G as tt}from"./graph-BqpiDEwF.js";import{l as E,c as g,h as x,z as et,i as ot,j as w}from"./mermaid.core-C-ipfzeP.js";import{r as st}from"./index-fc10efb0-CM7qMuFy.js";import"./layout-B2i1mAr6.js";import"./app-jADuhdjP.js";import"./clone-DMS6tHY3.js";import"./edges-d32062c0-DS1UiBKj.js";import"./createText-6b48ae7d-CHYbp3CC.js";import"./line-BVHj5-SV.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";const h="rect",C="rectWithTitle",nt="start",it="end",ct="divider",rt="roundedWithTitle",lt="note",at="noteGroup",_="statediagram",dt="state",Et=`${_}-${dt}`,U="transition",St="note",Tt="note-edge",pt=`${U} ${Tt}`,_t=`${_}-${St}`,ut="cluster",Dt=`${_}-${ut}`,bt="cluster-alt",ft=`${_}-${bt}`,V="parent",Y="note",At="state",N="----",ht=`${N}${Y}`,M=`${N}${V}`,m="fill:none",z="fill: #333",W="c",j="text",q="normal";let y={},d=0;const yt=function(t){const n=Object.keys(t);for(const e of n)t[e]},gt=function(t,n){return n.db.extract(n.db.getRootDocV2()),n.db.getClasses()};function $t(t){return t==null?"":t.classes?t.classes.join(" "):""}function R(t="",n=0,e="",i=N){const c=e!==null&&e.length>0?`${i}${e}`:"";return`${At}-${t}${c}-${n}`}const A=(t,n,e,i,c,r)=>{const o=e.id,u=$t(i[o]);if(o!=="root"){let T=h;e.start===!0&&(T=nt),e.start===!1&&(T=it),e.type!==H&&(T=e.type),y[o]||(y[o]={id:o,shape:T,description:w.sanitizeText(o,g()),classes:`${u} ${Et}`});const s=y[o];e.description&&(Array.isArray(s.description)?(s.shape=C,s.description.push(e.description)):s.description.length>0?(s.shape=C,s.description===o?s.description=[e.description]:s.description=[s.description,e.description]):(s.shape=h,s.description=e.description),s.description=w.sanitizeTextOrArray(s.description,g())),s.description.length===1&&s.shape===C&&(s.shape=h),!s.type&&e.doc&&(E.info("Setting cluster for ",o,G(e)),s.type="group",s.dir=G(e),s.shape=e.type===X?ct:rt,s.classes=s.classes+" "+Dt+" "+(r?ft:""));const p={labelStyle:"",shape:s.shape,labelText:s.description,classes:s.classes,style:"",id:o,dir:s.dir,domId:R(o,d),type:s.type,padding:15};if(p.centerLabel=!0,e.note){const l={labelStyle:"",shape:lt,labelText:e.note.text,classes:_t,style:"",id:o+ht+"-"+d,domId:R(o,d,Y),type:s.type,padding:15},a={labelStyle:"",shape:at,labelText:e.note.text,classes:s.classes,style:"",id:o+M,domId:R(o,d,V),type:"group",padding:0};d++;const D=o+M;t.setNode(D,a),t.setNode(l.id,l),t.setNode(o,p),t.setParent(o,D),t.setParent(l.id,D);let S=o,b=l.id;e.note.position==="left of"&&(S=l.id,b=o),t.setEdge(S,b,{arrowhead:"none",arrowType:"",style:m,labelStyle:"",classes:pt,arrowheadStyle:z,labelpos:W,labelType:j,thickness:q})}else t.setNode(o,p)}n&&n.id!=="root"&&(E.trace("Setting node ",o," to be child of its parent ",n.id),t.setParent(o,n.id)),e.doc&&(E.trace("Adding nodes children "),xt(t,e,e.doc,i,c,!r))},xt=(t,n,e,i,c,r)=>{E.trace("items",e),e.forEach(o=>{switch(o.stmt){case F:A(t,n,o,i,c,r);break;case H:A(t,n,o,i,c,r);break;case Z:{A(t,n,o.state1,i,c,r),A(t,n,o.state2,i,c,r);const u={id:"edge"+d,arrowhead:"normal",arrowTypeEnd:"arrow_barb",style:m,labelStyle:"",label:w.sanitizeText(o.description,g()),arrowheadStyle:z,labelpos:W,labelType:j,thickness:q,classes:U};t.setEdge(o.state1.id,o.state2.id,u,d),d++}break}})},G=(t,n=I)=>{let e=n;if(t.doc)for(let i=0;i{t.state||(t.state={}),t.state.arrowMarkerAbsolute=t.arrowMarkerAbsolute,B.clear()}};export{Vt as diagram};
diff --git a/assets/style-Cob-xZnp.css b/assets/style-DatvG0Bt.css
similarity index 58%
rename from assets/style-Cob-xZnp.css
rename to assets/style-DatvG0Bt.css
index 795c173..f2d42a4 100644
--- a/assets/style-Cob-xZnp.css
+++ b/assets/style-DatvG0Bt.css
@@ -1 +1 @@
-@charset "UTF-8";html[data-theme=dark]{--text-color: #9e9e9e;--bg-color: #0d1117;--bg-color-secondary: #161b22;--bg-color-tertiary: #21262c;--border-color: #30363d;--box-shadow: #282a32;--card-shadow: rgba(0, 0, 0, .3);--black: #fff;--grey-dark: #999;--grey-light: #666;--white: #000;--grey-darker: #bbb;--grey-lighter: #333;--grey14: #111;--bg-color-light: #161b22;--bg-color-back: #0d1117;--bg-color-float: #161b22;--bg-color-blur: rgba(13, 17, 23, .9);--bg-color-float-blur: rgba(22, 27, 34, .9);--text-color-light: #a8a8a8;--text-color-lighter: #b1b1b1;--text-color-bright: #c5c5c5;--border-color-light: #2e333a;--border-color-dark: #394048}:root{--theme-color: #960018;--text-color: #2c3e50;--bg-color: #fff;--bg-color-secondary: #f8f8f8;--bg-color-tertiary: #efeef4;--border-color: #eaecef;--box-shadow: #f0f1f2;--card-shadow: rgba(0, 0, 0, .15);--black: #000;--grey-dark: #666;--grey-light: #999;--white: #fff;--grey-darker: #333;--grey-lighter: #bbb;--grey14: #eee;--navbar-height: 3.75rem;--navbar-horizontal-padding: 1.5rem;--navbar-vertical-padding: .7rem;--navbar-mobile-height: 3.25rem;--navbar-mobile-horizontal-padding: 1rem;--navbar-mobile-vertical-padding: .5rem;--sidebar-width: 18rem;--sidebar-mobile-width: 16rem;--content-width: 780px;--home-page-width: 1160px;--font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", STHeiti, "Microsoft YaHei", SimSun, sans-serif;--font-family-heading: Georgia Pro, Crimson, Georgia, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", STHeiti, "Microsoft YaHei", SimSun, sans-serif;--font-family-mono: Consolas, Monaco, "Andale Mono", "Ubuntu Mono", monospace;--line-numbers-width: 2.5rem;--color-transition: .3s ease;--transform-transition: .3s ease;--vp-bg: var(--bg-color);--vp-bgl: var(--bg-color-light);--vp-bglt: var(--bg-color-tertiary);--vp-c: var(--text-color);--vp-cl: var(--text-color-light);--vp-clt: var(--text-color-lighter);--vp-brc: var(--border-color);--vp-brcd: var(--border-color-dark);--vp-tc: var(--theme-color);--vp-tcl: var(--theme-color-light);--vp-ct: var(--color-transition);--vp-tt: var(--transform-transition);--bg-color-light: #fff;--bg-color-back: #f8f8f8;--bg-color-float: #fff;--bg-color-blur: rgba(255, 255, 255, .9);--bg-color-float-blur: rgba(255, 255, 255, .9);--text-color-light: #3a5169;--text-color-lighter: #476582;--text-color-bright: #6a8bad;--border-color-light: #eceef1;--border-color-dark: #cfd4db;--theme-color-dark: #870016;--theme-color-light: #ba001e;--theme-color-mask: rgba(150, 0, 24, .15)}:root{--badge-tip-color: #42b983;--badge-warning-color: #f4cd00;--badge-danger-color: #f55;--badge-info-color: #0295ff;--badge-note-color: #666}.vp-badge{display:inline-block;vertical-align:center;height:18px;padding:0 6px;border-radius:3px;background:var(--vp-tc);color:var(--white);font-size:14px;line-height:18px;transition:background var(--vp-ct),color var(--vp-ct)}.vp-badge+.vp-badge{margin-inline-start:5px}h1 .vp-badge,h2 .vp-badge,h3 .vp-badge,h4 .vp-badge,h5 .vp-badge,h6 .vp-badge{vertical-align:top}.vp-badge.tip{background:var(--badge-tip-color)}.vp-badge.warning{background:var(--badge-warning-color)}.vp-badge.danger{background:var(--badge-danger-color)}.vp-badge.info{background:var(--badge-info-color)}.vp-badge.note{background:var(--badge-note-color)}.font-icon{display:inline-block}.theme-hope-content .font-icon{vertical-align:middle}@media screen{.sr-only{position:absolute;overflow:hidden;clip:rect 0,0,0,0;width:1px;height:1px;margin:-1px;padding:0;border:0}}@media print{.sr-only{display:none}}.vp-catalog-wrapper{margin-top:8px;margin-bottom:8px}.vp-catalog-wrapper.index ol{padding-inline-start:0}.vp-catalog-wrapper.index li{list-style-type:none}.vp-catalog-wrapper.index .vp-catalogs{padding-inline-start:0}.vp-catalog-wrapper.index .vp-catalog{list-style-type:none}.vp-catalog-wrapper.index .vp-catalog-title:before{content:"§" counter(catalog-item,upper-roman) " "}.vp-catalog-wrapper.index .vp-child-catalogs{counter-reset:child-catalog}.vp-catalog-wrapper.index .vp-child-catalog{counter-increment:child-catalog}.vp-catalog-wrapper.index .vp-child-catalog .vp-catalog-title:before{content:counter(catalog-item) "." counter(child-catalog) " "}.vp-catalog-wrapper.index .vp-sub-catalogs{padding-inline-start:.5rem}.vp-catalogs{margin:0;counter-reset:catalog-item}.vp-catalogs.deep{padding-inline-start:0}.vp-catalogs.deep .vp-catalog{list-style-type:none}.vp-catalogs .font-icon{vertical-align:baseline;margin-inline-end:.25rem}.vp-catalog{counter-increment:catalog-item}.vp-catalog-main-title{margin-top:calc(.5rem - var(--navbar-height, 3.6rem));margin-bottom:.5rem;padding-top:var(--navbar-height, 3.6rem);font-weight:500;font-size:1.75rem}.vp-catalog-main-title:first-child{margin-bottom:.5rem!important}.vp-catalog-main-title:only-child{margin-bottom:0!important}.vp-catalog-main-title .vp-link{text-decoration:none!important}.vp-catalog-child-title{margin-bottom:.5rem!important}.vp-catalog-child-title.has-children{margin-top:calc(.5rem - var(--navbar-height, 3.6rem));padding-top:var(--navbar-height, 3.6rem);border-bottom:1px solid var(--catalog-border-color);font-weight:500;font-size:1.3rem;transition:border-color .3s}.vp-catalog-child-title.has-children:only-child{margin-bottom:0!important}.vp-catalog-child-title .vp-link{text-decoration:none!important}.vp-catalog-sub-title{font-weight:500;font-size:1.1rem}.vp-catalog-sub-title:only-child{margin-bottom:0!important}.vp-catalog-title{color:inherit;text-decoration:none}.vp-catalog-title:hover{color:var(--catalog-active-color)}.vp-child-catalogs{margin:0}.vp-child-catalog{list-style-type:disc}.vp-sub-catalogs{counter-reset:sub-catalog}.vp-sub-catalog{counter-increment:sub-catalog}.vp-sub-catalog .vp-link:before{content:counter(catalog-item) "." counter(child-catalog) "." counter(sub-catalog) " "}.vp-sub-catalogs-wrapper{display:flex;flex-wrap:wrap}.vp-sub-catalog-link{display:inline-block;margin:4px 8px;padding:4px 8px;border-radius:6px;background-color:var(--catalog-bg-secondary-color);line-height:1.5;overflow-wrap:break-word;transition:background-color .3s,color .3s}.vp-sub-catalog-link:hover{background-color:var(--catalog-hover-color);color:var(--catalog-bg-color);text-decoration:none!important}.vp-catalog-header-anchor{font-size:.85em;float:left;margin-left:-1em;padding-right:0;margin-top:.125em;opacity:0;-webkit-user-select:none;-moz-user-select:none;user-select:none;text-decoration:none;content:"¶"}@media print{.vp-catalog-header-anchor{display:none}}h2:hover .vp-catalog-header-anchor,h3:hover .vp-catalog-header-anchor{opacity:1;text-decoration:none}.vp-catalog-header-anchor:focus-visible{opacity:1}.vp-empty-catalog{font-size:1.25rem;text-align:center}:root{--catalog-bg-color: #fff;--catalog-bg-secondary-color: #f8f8f8;--catalog-border-color: #e5e5e5;--catalog-active-color: #3eaf7c;--catalog-hover-color: #71cda3}.vp-back-to-top-button{position:fixed!important;bottom:4rem;inset-inline-end:1rem;z-index:100;width:48px;height:48px;padding:8px;border-width:0;border-radius:50%;background:var(--back-to-top-bg-color);color:var(--back-to-top-color);box-shadow:2px 2px 10px 4px var(--back-to-top-shadow);cursor:pointer}@media (max-width: 959px){.vp-back-to-top-button{transform:scale(.8);transform-origin:100% 100%}}@media print{.vp-back-to-top-button{display:none}}.vp-back-to-top-button:hover{color:var(--back-to-top-color-hover)}.vp-back-to-top-button .back-to-top-icon{overflow:hidden;width:100%;height:100%;background:currentcolor;border-radius:50%;-webkit-mask-image:var(--back-to-top-icon);mask-image:var(--back-to-top-icon);-webkit-mask-position:50%;mask-position:50%;-webkit-mask-size:cover;mask-size:cover}.vp-scroll-progress{position:absolute;right:-2px;bottom:-2px;width:52px;height:52px}.vp-scroll-progress svg{width:100%;height:100%}.vp-scroll-progress circle{opacity:.9;transform:rotate(-90deg);transform-origin:50% 50%}.back-to-top-enter-active,.back-to-top-leave-active{transition:opacity .3s}.back-to-top-enter-from,.back-to-top-leave-to{opacity:0}:root{--back-to-top-z-index: 5;--back-to-top-icon: url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%201024%201024'%3e%3cpath%20d='M512%20843.2c-36.2%200-66.4-13.6-85.8-21.8-10.8-4.6-22.6%203.6-21.8%2015.2l7%20102c.4%206.2%207.6%209.4%2012.6%205.6l29-22c3.6-2.8%209-1.8%2011.4%202l41%2064.2c3%204.8%2010.2%204.8%2013.2%200l41-64.2c2.4-3.8%207.8-4.8%2011.4-2l29%2022c5%203.8%2012.2.6%2012.6-5.6l7-102c.8-11.6-11-20-21.8-15.2-19.6%208.2-49.6%2021.8-85.8%2021.8'/%3e%3cpath%20d='m795.4%20586.2-96-98.2C699.4%20172%20513%2032%20513%2032S324.8%20172%20324.8%20488l-96%2098.2c-3.6%203.6-5.2%209-4.4%2014.2L261.2%20824c1.8%2011.4%2014.2%2017%2023.6%2010.8L419%20744s41.4%2040%2094.2%2040%2092.2-40%2092.2-40l134.2%2090.8c9.2%206.2%2021.6.6%2023.6-10.8l37-223.8c.4-5.2-1.2-10.4-4.8-14M513%20384c-34%200-61.4-28.6-61.4-64s27.6-64%2061.4-64c34%200%2061.4%2028.6%2061.4%2064S547%20384%20513%20384'/%3e%3c/svg%3e");--back-to-top-bg-color: #fff;--back-to-top-color: #3eaf7c;--back-to-top-color-hover: #71cda3;--back-to-top-shadow: rgb(0 0 0 / 20%)}:root{--external-link-icon-color: #aaa}.external-link-icon{position:relative;display:inline-block;color:var(--external-link-icon-color);vertical-align:middle;top:-1px}@media print{.external-link-icon{display:none}}.external-link-icon-sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);white-space:nowrap;border-width:0;-webkit-user-select:none;-moz-user-select:none;user-select:none}:root{--nprogress-color: #29d;--nprogress-z-index: 1031}#nprogress{pointer-events:none}#nprogress .bar{background:var(--nprogress-color);position:fixed;z-index:var(--nprogress-z-index);top:0;left:0;width:100%;height:2px}div[class*=language-]:hover:before{display:none}div[class*=language-]:hover 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#3eaf7c}.search-pro-button{border-width:0;background:transparent;display:inline-flex;align-items:center;box-sizing:content-box;height:1.25rem;margin-inline:1rem 0;margin-top:0;margin-bottom:0;padding:.5rem;border:0;border:1px solid var(--vp-bgl);border-radius:1rem;background:var(--vp-bgl);color:var(--vp-c);font-weight:500;cursor:pointer;transition:background var(--vp-ct),color var(--vp-ct)}@media print{.search-pro-button{display:none}}@media (max-width: 959px){.search-pro-button{border-radius:50%}}.search-pro-button:hover{border:1px solid var(--vp-tc);background-color:var(--vp-bglt);color:var(--vp-clt)}.search-pro-button .search-icon{width:1.25rem;height:1.25rem}.search-pro-placeholder{margin-inline:.25rem;font-size:1rem}@media (max-width: 959px){.search-pro-placeholder{display:none}}.search-pro-key-hints{font-size:.75rem}@media (max-width: 959px){.search-pro-key-hints{display:none}}.search-pro-key{display:inline-block;min-width:1em;margin-inline:.125rem;padding:.25rem;border:1px solid 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768px){[aria-label][data-balloon-pos][data-balloon-length=xlarge]:after{width:90vw}}[aria-label][data-balloon-pos][data-balloon-length=fit]:after{width:100%}:root{--navbar-bg-color: var(--bg-color-float-blur);--sidebar-bg-color: var(--bg-color-blur)}html[data-theme=dark]{--navbar-bg-color: var(--bg-color-blur);--sidebar-bg-color: var(--bg-color-blur)}#app{--code-hl-bg-color: var(--code-highlight-line-color);--code-ln-color: var(--code-line-color);--code-ln-wrapper-width: var(--line-numbers-width);--code-tabs-nav-text-color: var(--code-color);--code-tabs-nav-bg-color: var(--code-border-color);--code-tabs-nav-hover-color: var(--code-highlight-line-color);--sidebar-space: var(--sidebar-width)}@media (max-width: 959px){#app{--navbar-height: var(--navbar-mobile-height);--navbar-vertical-padding: var(--navbar-mobile-vertical-padding);--navbar-horizontal-padding: var(--navbar-mobile-horizontal-padding);--sidebar-width: var(--sidebar-mobile-width)}}@media (min-width: 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var(--white);--photo-swipe-bullet-active: var(--theme-color);--pwa-text-color: var(--text-color);--pwa-bg-color: var(--bg-color);--pwa-border-color: var(--border-color);--pwa-btn-text-color: var(--bg-color);--pwa-btn-bg-color: var(--theme-color);--pwa-btn-hover-bg-color: var(--theme-color-light);--pwa-shadow-color: var(--card-shadow);--pwa-content-color: var(--grey-darker);--pwa-content-light-color: var(--grey-dark)}.language-modal-mask{--redirect-bg-color: var(--bg-color);--redirect-bg-color-light: var(--bg-color-light);--redirect-bg-color-lighter: var(--bg-color-tertiary);--redirect-text-color: var(--text-color);--redirect-primary-color: var(--theme-color);--redirect-primary-hover-color: var(--theme-color-light);--redirect-primary-text-color: var(--white)}.search-box{--search-bg-color: var(--bg-color);--search-accent-color: var(--theme-color);--search-text-color: var(--text-color);--search-border-color: var(--border-color);--search-item-text-color: var(--text-color-lighter);--search-item-focus-bg-color: var(--bg-color-secondary)}.waline-wrapper{--waline-bg-color: var(--bg-color);--waline-bg-color-light: var(--bg-color-secondary);--waline-text-color: var(--text-color);--waline-border: 1px solid var(--border-color);--waline-border-color: var(--border-color);--waline-theme-color: var(--theme-color);--waline-active-color: var(--theme-color-light)}html,body{margin:0;padding:0;background:#fff}html{font-size:16px;font-display:optional;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;-webkit-tap-highlight-color:transparent}@media print{html{font-size:12pt}}body{min-height:100vh;color:#2c3e50}a{color:#3eaf7c;font-weight:500;text-decoration:none;overflow-wrap:break-word}kbd{display:inline-block;min-width:1em;margin-inline:.125rem;padding:.25em;border:1px solid #eee;border-radius:.25em;box-shadow:1px 1px 4px #00000026;line-height:1;letter-spacing:-.1em;text-align:center}code{margin:0;padding:.2rem 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diff --git a/assets/styles-3ed67cfa-BKeeaGoI.js b/assets/styles-3ed67cfa-DgRYFxrn.js
similarity index 98%
rename from assets/styles-3ed67cfa-BKeeaGoI.js
rename to assets/styles-3ed67cfa-DgRYFxrn.js
index e854c52..69d9a6e 100644
--- a/assets/styles-3ed67cfa-BKeeaGoI.js
+++ b/assets/styles-3ed67cfa-DgRYFxrn.js
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diff --git a/assets/styles-991ebdfc-DtQmJnxz.js b/assets/styles-991ebdfc-BNUFY_Cz.js
similarity index 99%
rename from assets/styles-991ebdfc-DtQmJnxz.js
rename to assets/styles-991ebdfc-BNUFY_Cz.js
index 4c903a2..d339a3f 100644
--- a/assets/styles-991ebdfc-DtQmJnxz.js
+++ b/assets/styles-991ebdfc-BNUFY_Cz.js
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 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(u){this.unput(this.match.slice(u))},pastInput:function(){var u=this.matched.substr(0,this.matched.length-this.match.length);return(u.length>20?"...":"")+u.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var u=this.match;return u.length<20&&(u+=this._input.substr(0,20-u.length)),(u.substr(0,20)+(u.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var u=this.pastInput(),a=new Array(u.length+1).join("-");return u+this.upcomingInput()+`
diff --git a/assets/styles-d20c7d72-Dnn2fl5U.js b/assets/styles-d20c7d72-XvJt-R4X.js
similarity index 99%
rename from assets/styles-d20c7d72-Dnn2fl5U.js
rename to assets/styles-d20c7d72-XvJt-R4X.js
index 52d5755..2d7c332 100644
--- a/assets/styles-d20c7d72-Dnn2fl5U.js
+++ b/assets/styles-d20c7d72-XvJt-R4X.js
@@ -1,4 +1,4 @@
-import{c as Y,g as Ut,s as zt,a as Mt,b as Ht,x as Xt,y as Kt,l as D,j as ot,A as Wt,b4 as Jt}from"./mermaid.core-DtSoU78u.js";var gt=function(){var t=function(C,r,n,i){for(n=n||{},i=C.length;i--;n[C[i]]=r);return n},s=[1,2],a=[1,3],h=[1,4],f=[2,4],d=[1,9],y=[1,11],k=[1,15],u=[1,16],E=[1,17],T=[1,18],R=[1,30],G=[1,19],j=[1,20],U=[1,21],z=[1,22],M=[1,23],H=[1,25],X=[1,26],K=[1,27],W=[1,28],J=[1,29],q=[1,32],Q=[1,33],Z=[1,34],tt=[1,35],w=[1,31],c=[1,4,5,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],et=[1,4,5,13,14,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],Dt=[4,5,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],ht={trace:function(){},yy:{},symbols_:{error:2,start:3,SPACE:4,NL:5,SD:6,document:7,line:8,statement:9,classDefStatement:10,cssClassStatement:11,idStatement:12,DESCR:13,"-->":14,HIDE_EMPTY:15,scale:16,WIDTH:17,COMPOSIT_STATE:18,STRUCT_START:19,STRUCT_STOP:20,STATE_DESCR:21,AS:22,ID:23,FORK:24,JOIN:25,CHOICE:26,CONCURRENT:27,note:28,notePosition:29,NOTE_TEXT:30,direction:31,acc_title:32,acc_title_value:33,acc_descr:34,acc_descr_value:35,acc_descr_multiline_value:36,classDef:37,CLASSDEF_ID:38,CLASSDEF_STYLEOPTS:39,DEFAULT:40,class:41,CLASSENTITY_IDS:42,STYLECLASS:43,direction_tb:44,direction_bt:45,direction_rl:46,direction_lr:47,eol:48,";":49,EDGE_STATE:50,STYLE_SEPARATOR:51,left_of:52,right_of:53,$accept:0,$end:1},terminals_:{2:"error",4:"SPACE",5:"NL",6:"SD",13:"DESCR",14:"-->",15:"HIDE_EMPTY",16:"scale",17:"WIDTH",18:"COMPOSIT_STATE",19:"STRUCT_START",20:"STRUCT_STOP",21:"STATE_DESCR",22:"AS",23:"ID",24:"FORK",25:"JOIN",26:"CHOICE",27:"CONCURRENT",28:"note",30:"NOTE_TEXT",32:"acc_title",33:"acc_title_value",34:"acc_descr",35:"acc_descr_value",36:"acc_descr_multiline_value",37:"classDef",38:"CLASSDEF_ID",39:"CLASSDEF_STYLEOPTS",40:"DEFAULT",41:"class",42:"CLASSENTITY_IDS",43:"STYLECLASS",44:"direction_tb",45:"direction_bt",46:"direction_rl",47:"direction_lr",49:";",50:"EDGE_STATE",51:"STYLE_SEPARATOR",52:"left_of",53:"right_of"},productions_:[0,[3,2],[3,2],[3,2],[7,0],[7,2],[8,2],[8,1],[8,1],[9,1],[9,1],[9,1],[9,2],[9,3],[9,4],[9,1],[9,2],[9,1],[9,4],[9,3],[9,6],[9,1],[9,1],[9,1],[9,1],[9,4],[9,4],[9,1],[9,2],[9,2],[9,1],[10,3],[10,3],[11,3],[31,1],[31,1],[31,1],[31,1],[48,1],[48,1],[12,1],[12,1],[12,3],[12,3],[29,1],[29,1]],performAction:function(r,n,i,o,p,e,$){var l=e.length-1;switch(p){case 3:return o.setRootDoc(e[l]),e[l];case 4:this.$=[];break;case 5:e[l]!="nl"&&(e[l-1].push(e[l]),this.$=e[l-1]);break;case 6:case 7:this.$=e[l];break;case 8:this.$="nl";break;case 11:this.$=e[l];break;case 12:const B=e[l-1];B.description=o.trimColon(e[l]),this.$=B;break;case 13:this.$={stmt:"relation",state1:e[l-2],state2:e[l]};break;case 14:const ft=o.trimColon(e[l]);this.$={stmt:"relation",state1:e[l-3],state2:e[l-1],description:ft};break;case 18:this.$={stmt:"state",id:e[l-3],type:"default",description:"",doc:e[l-1]};break;case 19:var A=e[l],O=e[l-2].trim();if(e[l].match(":")){var st=e[l].split(":");A=st[0],O=[O,st[1]]}this.$={stmt:"state",id:A,type:"default",description:O};break;case 20:this.$={stmt:"state",id:e[l-3],type:"default",description:e[l-5],doc:e[l-1]};break;case 21:this.$={stmt:"state",id:e[l],type:"fork"};break;case 22:this.$={stmt:"state",id:e[l],type:"join"};break;case 23:this.$={stmt:"state",id:e[l],type:"choice"};break;case 24:this.$={stmt:"state",id:o.getDividerId(),type:"divider"};break;case 25:this.$={stmt:"state",id:e[l-1].trim(),note:{position:e[l-2].trim(),text:e[l].trim()}};break;case 28:this.$=e[l].trim(),o.setAccTitle(this.$);break;case 29:case 30:this.$=e[l].trim(),o.setAccDescription(this.$);break;case 31:case 32:this.$={stmt:"classDef",id:e[l-1].trim(),classes:e[l].trim()};break;case 33:this.$={stmt:"applyClass",id:e[l-1].trim(),styleClass:e[l].trim()};break;case 34:o.setDirection("TB"),this.$={stmt:"dir",value:"TB"};break;case 35:o.setDirection("BT"),this.$={stmt:"dir",value:"BT"};break;case 36:o.setDirection("RL"),this.$={stmt:"dir",value:"RL"};break;case 37:o.setDirection("LR"),this.$={stmt:"dir",value:"LR"};break;case 40:case 41:this.$={stmt:"state",id:e[l].trim(),type:"default",description:""};break;case 42:this.$={stmt:"state",id:e[l-2].trim(),classes:[e[l].trim()],type:"default",description:""};break;case 43:this.$={stmt:"state",id:e[l-2].trim(),classes:[e[l].trim()],type:"default",description:""};break}},table:[{3:1,4:s,5:a,6:h},{1:[3]},{3:5,4:s,5:a,6:h},{3:6,4:s,5:a,6:h},t([1,4,5,15,16,18,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],f,{7:7}),{1:[2,1]},{1:[2,2]},{1:[2,3],4:d,5:y,8:8,9:10,10:12,11:13,12:14,15:k,16:u,18:E,21:T,23:R,24:G,25:j,26:U,27:z,28:M,31:24,32:H,34:X,36:K,37:W,41:J,44:q,45:Q,46:Z,47:tt,50:w},t(c,[2,5]),{9:36,10:12,11:13,12:14,15:k,16:u,18:E,21:T,23:R,24:G,25:j,26:U,27:z,28:M,31:24,32:H,34:X,36:K,37:W,41:J,44:q,45:Q,46:Z,47:tt,50:w},t(c,[2,7]),t(c,[2,8]),t(c,[2,9]),t(c,[2,10]),t(c,[2,11],{13:[1,37],14:[1,38]}),t(c,[2,15]),{17:[1,39]},t(c,[2,17],{19:[1,40]}),{22:[1,41]},t(c,[2,21]),t(c,[2,22]),t(c,[2,23]),t(c,[2,24]),{29:42,30:[1,43],52:[1,44],53:[1,45]},t(c,[2,27]),{33:[1,46]},{35:[1,47]},t(c,[2,30]),{38:[1,48],40:[1,49]},{42:[1,50]},t(et,[2,40],{51:[1,51]}),t(et,[2,41],{51:[1,52]}),t(c,[2,34]),t(c,[2,35]),t(c,[2,36]),t(c,[2,37]),t(c,[2,6]),t(c,[2,12]),{12:53,23:R,50:w},t(c,[2,16]),t(Dt,f,{7:54}),{23:[1,55]},{23:[1,56]},{22:[1,57]},{23:[2,44]},{23:[2,45]},t(c,[2,28]),t(c,[2,29]),{39:[1,58]},{39:[1,59]},{43:[1,60]},{23:[1,61]},{23:[1,62]},t(c,[2,13],{13:[1,63]}),{4:d,5:y,8:8,9:10,10:12,11:13,12:14,15:k,16:u,18:E,20:[1,64],21:T,23:R,24:G,25:j,26:U,27:z,28:M,31:24,32:H,34:X,36:K,37:W,41:J,44:q,45:Q,46:Z,47:tt,50:w},t(c,[2,19],{19:[1,65]}),{30:[1,66]},{23:[1,67]},t(c,[2,31]),t(c,[2,32]),t(c,[2,33]),t(et,[2,42]),t(et,[2,43]),t(c,[2,14]),t(c,[2,18]),t(Dt,f,{7:68}),t(c,[2,25]),t(c,[2,26]),{4:d,5:y,8:8,9:10,10:12,11:13,12:14,15:k,16:u,18:E,20:[1,69],21:T,23:R,24:G,25:j,26:U,27:z,28:M,31:24,32:H,34:X,36:K,37:W,41:J,44:q,45:Q,46:Z,47:tt,50:w},t(c,[2,20])],defaultActions:{5:[2,1],6:[2,2],44:[2,44],45:[2,45]},parseError:function(r,n){if(n.recoverable)this.trace(r);else{var i=new Error(r);throw i.hash=n,i}},parse:function(r){var n=this,i=[0],o=[],p=[null],e=[],$=this.table,l="",A=0,O=0,st=2,B=1,ft=e.slice.call(arguments,1),S=Object.create(this.lexer),v={yy:{}};for(var dt in this.yy)Object.prototype.hasOwnProperty.call(this.yy,dt)&&(v.yy[dt]=this.yy[dt]);S.setInput(r,v.yy),v.yy.lexer=S,v.yy.parser=this,typeof S.yylloc>"u"&&(S.yylloc={});var yt=S.yylloc;e.push(yt);var Gt=S.options&&S.options.ranges;typeof v.yy.parseError=="function"?this.parseError=v.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function jt(){var x;return x=o.pop()||S.lex()||B,typeof x!="number"&&(x instanceof Array&&(o=x,x=o.pop()),x=n.symbols_[x]||x),x}for(var _,L,m,pt,N={},it,b,Ct,rt;;){if(L=i[i.length-1],this.defaultActions[L]?m=this.defaultActions[L]:((_===null||typeof _>"u")&&(_=jt()),m=$[L]&&$[L][_]),typeof m>"u"||!m.length||!m[0]){var St="";rt=[];for(it in $[L])this.terminals_[it]&&it>st&&rt.push("'"+this.terminals_[it]+"'");S.showPosition?St="Parse error on line "+(A+1)+`:
+import{c as Y,g as Ut,s as zt,a as Mt,b as Ht,x as Xt,y as Kt,l as D,j as ot,A as Wt,b4 as Jt}from"./mermaid.core-C-ipfzeP.js";var gt=function(){var t=function(C,r,n,i){for(n=n||{},i=C.length;i--;n[C[i]]=r);return n},s=[1,2],a=[1,3],h=[1,4],f=[2,4],d=[1,9],y=[1,11],k=[1,15],u=[1,16],E=[1,17],T=[1,18],R=[1,30],G=[1,19],j=[1,20],U=[1,21],z=[1,22],M=[1,23],H=[1,25],X=[1,26],K=[1,27],W=[1,28],J=[1,29],q=[1,32],Q=[1,33],Z=[1,34],tt=[1,35],w=[1,31],c=[1,4,5,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],et=[1,4,5,13,14,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],Dt=[4,5,15,16,18,20,21,23,24,25,26,27,28,32,34,36,37,41,44,45,46,47,50],ht={trace:function(){},yy:{},symbols_:{error:2,start:3,SPACE:4,NL:5,SD:6,document:7,line:8,statement:9,classDefStatement:10,cssClassStatement:11,idStatement:12,DESCR:13,"-->":14,HIDE_EMPTY:15,scale:16,WIDTH:17,COMPOSIT_STATE:18,STRUCT_START:19,STRUCT_STOP:20,STATE_DESCR:21,AS:22,ID:23,FORK:24,JOIN:25,CHOICE:26,CONCURRENT:27,note:28,notePosition:29,NOTE_TEXT:30,direction:31,acc_title:32,acc_title_value:33,acc_descr:34,acc_descr_value:35,acc_descr_multiline_value:36,classDef:37,CLASSDEF_ID:38,CLASSDEF_STYLEOPTS:39,DEFAULT:40,class:41,CLASSENTITY_IDS:42,STYLECLASS:43,direction_tb:44,direction_bt:45,direction_rl:46,direction_lr:47,eol:48,";":49,EDGE_STATE:50,STYLE_SEPARATOR:51,left_of:52,right_of:53,$accept:0,$end:1},terminals_:{2:"error",4:"SPACE",5:"NL",6:"SD",13:"DESCR",14:"-->",15:"HIDE_EMPTY",16:"scale",17:"WIDTH",18:"COMPOSIT_STATE",19:"STRUCT_START",20:"STRUCT_STOP",21:"STATE_DESCR",22:"AS",23:"ID",24:"FORK",25:"JOIN",26:"CHOICE",27:"CONCURRENT",28:"note",30:"NOTE_TEXT",32:"acc_title",33:"acc_title_value",34:"acc_descr",35:"acc_descr_value",36:"acc_descr_multiline_value",37:"classDef",38:"CLASSDEF_ID",39:"CLASSDEF_STYLEOPTS",40:"DEFAULT",41:"class",42:"CLASSENTITY_IDS",43:"STYLECLASS",44:"direction_tb",45:"direction_bt",46:"direction_rl",47:"direction_lr",49:";",50:"EDGE_STATE",51:"STYLE_SEPARATOR",52:"left_of",53:"right_of"},productions_:[0,[3,2],[3,2],[3,2],[7,0],[7,2],[8,2],[8,1],[8,1],[9,1],[9,1],[9,1],[9,2],[9,3],[9,4],[9,1],[9,2],[9,1],[9,4],[9,3],[9,6],[9,1],[9,1],[9,1],[9,1],[9,4],[9,4],[9,1],[9,2],[9,2],[9,1],[10,3],[10,3],[11,3],[31,1],[31,1],[31,1],[31,1],[48,1],[48,1],[12,1],[12,1],[12,3],[12,3],[29,1],[29,1]],performAction:function(r,n,i,o,p,e,$){var 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diff --git a/assets/svgDrawCommon-5ccd53ef-BJyTLJKe.js b/assets/svgDrawCommon-5ccd53ef-Cvg07plX.js
similarity index 95%
rename from assets/svgDrawCommon-5ccd53ef-BJyTLJKe.js
rename to assets/svgDrawCommon-5ccd53ef-Cvg07plX.js
index 763b7a8..07da873 100644
--- a/assets/svgDrawCommon-5ccd53ef-BJyTLJKe.js
+++ b/assets/svgDrawCommon-5ccd53ef-Cvg07plX.js
@@ -1 +1 @@
-import{n as o,m as i}from"./mermaid.core-DtSoU78u.js";const l=(s,t)=>{const e=s.append("rect");if(e.attr("x",t.x),e.attr("y",t.y),e.attr("fill",t.fill),e.attr("stroke",t.stroke),e.attr("width",t.width),e.attr("height",t.height),t.name&&e.attr("name",t.name),t.rx!==void 0&&e.attr("rx",t.rx),t.ry!==void 0&&e.attr("ry",t.ry),t.attrs!==void 0)for(const r in t.attrs)e.attr(r,t.attrs[r]);return t.class!==void 0&&e.attr("class",t.class),e},x=(s,t)=>{const e={x:t.startx,y:t.starty,width:t.stopx-t.startx,height:t.stopy-t.starty,fill:t.fill,stroke:t.stroke,class:"rect"};l(s,e).lower()},d=(s,t)=>{const e=t.text.replace(o," "),r=s.append("text");r.attr("x",t.x),r.attr("y",t.y),r.attr("class","legend"),r.style("text-anchor",t.anchor),t.class!==void 0&&r.attr("class",t.class);const n=r.append("tspan");return n.attr("x",t.x+t.textMargin*2),n.text(e),r},h=(s,t,e,r)=>{const n=s.append("image");n.attr("x",t),n.attr("y",e);const a=i.sanitizeUrl(r);n.attr("xlink:href",a)},y=(s,t,e,r)=>{const n=s.append("use");n.attr("x",t),n.attr("y",e);const a=i.sanitizeUrl(r);n.attr("xlink:href",`#${a}`)},g=()=>({x:0,y:0,width:100,height:100,fill:"#EDF2AE",stroke:"#666",anchor:"start",rx:0,ry:0}),m=()=>({x:0,y:0,width:100,height:100,"text-anchor":"start",style:"#666",textMargin:0,rx:0,ry:0,tspan:!0});export{x as a,m as b,y as c,l as d,h as e,d as f,g};
+import{n as o,m as i}from"./mermaid.core-C-ipfzeP.js";const l=(s,t)=>{const e=s.append("rect");if(e.attr("x",t.x),e.attr("y",t.y),e.attr("fill",t.fill),e.attr("stroke",t.stroke),e.attr("width",t.width),e.attr("height",t.height),t.name&&e.attr("name",t.name),t.rx!==void 0&&e.attr("rx",t.rx),t.ry!==void 0&&e.attr("ry",t.ry),t.attrs!==void 0)for(const r in t.attrs)e.attr(r,t.attrs[r]);return t.class!==void 0&&e.attr("class",t.class),e},x=(s,t)=>{const e={x:t.startx,y:t.starty,width:t.stopx-t.startx,height:t.stopy-t.starty,fill:t.fill,stroke:t.stroke,class:"rect"};l(s,e).lower()},d=(s,t)=>{const e=t.text.replace(o," "),r=s.append("text");r.attr("x",t.x),r.attr("y",t.y),r.attr("class","legend"),r.style("text-anchor",t.anchor),t.class!==void 0&&r.attr("class",t.class);const n=r.append("tspan");return n.attr("x",t.x+t.textMargin*2),n.text(e),r},h=(s,t,e,r)=>{const n=s.append("image");n.attr("x",t),n.attr("y",e);const a=i.sanitizeUrl(r);n.attr("xlink:href",a)},y=(s,t,e,r)=>{const n=s.append("use");n.attr("x",t),n.attr("y",e);const a=i.sanitizeUrl(r);n.attr("xlink:href",`#${a}`)},g=()=>({x:0,y:0,width:100,height:100,fill:"#EDF2AE",stroke:"#666",anchor:"start",rx:0,ry:0}),m=()=>({x:0,y:0,width:100,height:100,"text-anchor":"start",style:"#666",textMargin:0,rx:0,ry:0,tspan:!0});export{x as a,m as b,y as c,l as d,h as e,d as f,g};
diff --git a/assets/taskiq-with-aiogram.html-OK5Skn8j.js b/assets/taskiq-with-aiogram.html-CiLPbNDv.js
similarity index 95%
rename from assets/taskiq-with-aiogram.html-OK5Skn8j.js
rename to assets/taskiq-with-aiogram.html-CiLPbNDv.js
index 0140834..d6ad474 100644
--- a/assets/taskiq-with-aiogram.html-OK5Skn8j.js
+++ b/assets/taskiq-with-aiogram.html-CiLPbNDv.js
@@ -1,4 +1,4 @@
-import{_ as e}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as o,o as i,c as p,b as n,d as s,e as t,a as c}from"./app-B0fd3cYb.js";const l={},r=n("h1",{id:"taskiq-aiogram",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-aiogram"},[n("span",null,"Taskiq + Aiogram")])],-1),u={href:"https://github.com/taskiq-python/taskiq-aiogram",target:"_blank",rel:"noopener noreferrer"},d={href:"https://docs.aiogram.dev/en/latest/",target:"_blank",rel:"noopener noreferrer"},k=c(`
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
This integration adds three main dependencies which you can use in your taskiq functions:
  • aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.
  • aiogram.Dispatcher - current dispatcher instance.
  • List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.
To enable the integration, please install the taskiq-aiogram library:
pip install "taskiq-aiogram"
+import{_ as e}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as o,o as i,c as p,b as n,d as s,e as t,a as c}from"./app-jADuhdjP.js";const l={},r=n("h1",{id:"taskiq-aiogram",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-aiogram"},[n("span",null,"Taskiq + Aiogram")])],-1),u={href:"https://github.com/taskiq-python/taskiq-aiogram",target:"_blank",rel:"noopener noreferrer"},d={href:"https://docs.aiogram.dev/en/latest/",target:"_blank",rel:"noopener noreferrer"},k=c(`
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
This integration adds three main dependencies which you can use in your taskiq functions:
  • aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.
  • aiogram.Dispatcher - current dispatcher instance.
  • List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.
To enable the integration, please install the taskiq-aiogram library:
pip install "taskiq-aiogram"
 
After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:
import asyncio
 
 import taskiq_aiogram
@@ -42,7 +42,7 @@ bot = Bot(@dp.startup()
 async def setup_taskiq(bot: Bot, *_args, **_kwargs):
     # Here we check if it's a clien-side,
-    # Becuase otherwise you're going to
+    # Because otherwise you're going to
     # create infinite loop of startup events.
     if not broker.is_worker_process:
         logging.info("Setting up taskiq")
@@ -72,4 +72,4 @@ bot = Bot(.basicConfig(level=logging.INFO, stream=sys.stdout)
     asyncio.run(main())
 
-
That's it. Now you can easily call tasks from your bots and access bots from within your tasks.
`,10);function m(v,g){const a=o("ExternalLinkIcon");return i(),p("div",null,[r,n("p",null,[n("a",u,[s("Taskiq-Aiogram"),t(a)]),s(" is a nice integration with one of the best telegram bot libraries - "),n("a",d,[s("aiogram"),t(a)]),s(".")]),k])}const y=e(l,[["render",m],["__file","taskiq-with-aiogram.html.vue"]]),w=JSON.parse('{"path":"/framework_integrations/taskiq-with-aiogram.html","title":"Taskiq + Aiogram","lang":"en-US","frontmatter":{"description":"Taskiq + Aiogram Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram. This integration allows you to easily send delayed messages or run i...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-aiogram.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + Aiogram"}],["meta",{"property":"og:description","content":"Taskiq + Aiogram Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram. This integration allows you to easily send delayed messages or run i..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + Aiogram\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-aiogram.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram.
\\n
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
"}');export{y as comp,w as data};
+
That's it. Now you can easily call tasks from your bots and access bots from within your tasks.
`,10);function m(v,g){const a=o("ExternalLinkIcon");return i(),p("div",null,[r,n("p",null,[n("a",u,[s("Taskiq-Aiogram"),t(a)]),s(" is a nice integration with one of the best telegram bot libraries - "),n("a",d,[s("aiogram"),t(a)]),s(".")]),k])}const y=e(l,[["render",m],["__file","taskiq-with-aiogram.html.vue"]]),w=JSON.parse('{"path":"/framework_integrations/taskiq-with-aiogram.html","title":"Taskiq + Aiogram","lang":"en-US","frontmatter":{"description":"Taskiq + Aiogram Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram. This integration allows you to easily send delayed messages or run i...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-aiogram.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + Aiogram"}],["meta",{"property":"og:description","content":"Taskiq + Aiogram Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram. This integration allows you to easily send delayed messages or run i..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + Aiogram\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-aiogram.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram.
\\n
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
"}');export{y as comp,w as data};
diff --git a/assets/taskiq-with-aiohttp.html-D98UARBe.js b/assets/taskiq-with-aiohttp.html-BiJhLlAm.js
similarity index 97%
rename from assets/taskiq-with-aiohttp.html-D98UARBe.js
rename to assets/taskiq-with-aiohttp.html-BiJhLlAm.js
index 4debe62..4b1da5c 100644
--- a/assets/taskiq-with-aiohttp.html-D98UARBe.js
+++ b/assets/taskiq-with-aiohttp.html-BiJhLlAm.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as d,c as u,b as n,d as e,e as a,w as t,a as p}from"./app-B0fd3cYb.js";const k={},m=n("h1",{id:"taskiq-aiohttp",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-aiohttp"},[n("span",null,"Taskiq + AioHTTP")])],-1),v=n("p",null,"AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.",-1),h=n("h1",{id:"dependency-injection-for-aiohttp",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#dependency-injection-for-aiohttp"},[n("span",null,"Dependency injection for AioHTTP")])],-1),b={href:"https://pypi.org/project/aiohttp-deps/",target:"_blank",rel:"noopener noreferrer"},y=p(`
To install it, simply run:
pip install "aiohttp-deps"
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as d,c as u,b as n,d as e,e as a,w as t,a as p}from"./app-jADuhdjP.js";const k={},m=n("h1",{id:"taskiq-aiohttp",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-aiohttp"},[n("span",null,"Taskiq + AioHTTP")])],-1),v=n("p",null,"AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.",-1),h=n("h1",{id:"dependency-injection-for-aiohttp",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#dependency-injection-for-aiohttp"},[n("span",null,"Dependency injection for AioHTTP")])],-1),b={href:"https://pypi.org/project/aiohttp-deps/",target:"_blank",rel:"noopener noreferrer"},y=p(`
To install it, simply run:
pip install "aiohttp-deps"
 
After the installation, please add startup event to your application to initialize dependencies context.
from aiohttp import web
 import aiohttp_deps
 
@@ -75,4 +75,4 @@ taskiq_aiohttp.init.custom_dependency_context = {}
     await client.close()
-
`,3);function j(D,W){const s=l("ExternalLinkIcon"),c=l("Tabs");return d(),u("div",null,[m,v,h,n("p",null,[e("We created a library "),n("a",b,[e("aiohttp-deps"),a(s)]),e(" to add FastAPI-like dependency injection in AioHTTP.")]),y,n("p",null,[e("You can read more about dependency injection and available dependencies in the project's "),n("a",g,[e("README.md"),a(s)]),e(".")]),f,n("p",null,[e("We highly recommend using aiohttp with aiohttp-deps because it allows us to reuse the same dependencies for your handlers and tasks. First of all, you should install the "),n("a",_,[e("taskiq-aiohttp"),a(s)]),e(" library.")]),T,a(c,{id:"37",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:t(({value:i,isActive:o})=>[e("Annotated 3.10+")]),title1:t(({value:i,isActive:o})=>[e("default values")]),tab0:t(({value:i,isActive:o})=>[w]),tab1:t(({value:i,isActive:o})=>[q]),_:1}),A,x,n("p",null,[e("You can find more detailed examples in the "),n("a",P,[e("examples repo"),a(s)]),e(".")]),H])}const S=r(k,[["render",j],["__file","taskiq-with-aiohttp.html.vue"]]),N=JSON.parse('{"path":"/framework_integrations/taskiq-with-aiohttp.html","title":"Taskiq + AioHTTP","lang":"en-US","frontmatter":{"order":2,"description":"Taskiq + AioHTTP AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better. Dependency injection for ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-aiohttp.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + AioHTTP"}],["meta",{"property":"og:description","content":"Taskiq + AioHTTP AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better. Dependency injection for ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + AioHTTP\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Adding taskiq integration","slug":"adding-taskiq-integration","link":"#adding-taskiq-integration","children":[]},{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-aiohttp.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.
\\n
Dependency injection for AioHTTP
\\n
We created a library aiohttp-deps to add FastAPI-like dependency injection in AioHTTP.
"}');export{S as comp,N as data};
+
`,3);function j(D,W){const s=l("ExternalLinkIcon"),c=l("Tabs");return d(),u("div",null,[m,v,h,n("p",null,[e("We created a library "),n("a",b,[e("aiohttp-deps"),a(s)]),e(" to add FastAPI-like dependency injection in AioHTTP.")]),y,n("p",null,[e("You can read more about dependency injection and available dependencies in the project's "),n("a",g,[e("README.md"),a(s)]),e(".")]),f,n("p",null,[e("We highly recommend using aiohttp with aiohttp-deps because it allows us to reuse the same dependencies for your handlers and tasks. First of all, you should install the "),n("a",_,[e("taskiq-aiohttp"),a(s)]),e(" library.")]),T,a(c,{id:"37",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:t(({value:i,isActive:o})=>[e("Annotated 3.10+")]),title1:t(({value:i,isActive:o})=>[e("default values")]),tab0:t(({value:i,isActive:o})=>[w]),tab1:t(({value:i,isActive:o})=>[q]),_:1}),A,x,n("p",null,[e("You can find more detailed examples in the "),n("a",P,[e("examples repo"),a(s)]),e(".")]),H])}const S=r(k,[["render",j],["__file","taskiq-with-aiohttp.html.vue"]]),N=JSON.parse('{"path":"/framework_integrations/taskiq-with-aiohttp.html","title":"Taskiq + AioHTTP","lang":"en-US","frontmatter":{"order":2,"description":"Taskiq + AioHTTP AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better. Dependency injection for ...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-aiohttp.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + AioHTTP"}],["meta",{"property":"og:description","content":"Taskiq + AioHTTP AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better. Dependency injection for ..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + AioHTTP\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Adding taskiq integration","slug":"adding-taskiq-integration","link":"#adding-taskiq-integration","children":[]},{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-aiohttp.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.
\\n
Dependency injection for AioHTTP
\\n
We created a library aiohttp-deps to add FastAPI-like dependency injection in AioHTTP.
"}');export{S as comp,N as data};
diff --git a/assets/taskiq-with-fastapi.html-D1WvGENP.js b/assets/taskiq-with-fastapi.html-BhXpthaG.js
similarity index 96%
rename from assets/taskiq-with-fastapi.html-D1WvGENP.js
rename to assets/taskiq-with-fastapi.html-BhXpthaG.js
index 20efe27..87b669e 100644
--- a/assets/taskiq-with-fastapi.html-D1WvGENP.js
+++ b/assets/taskiq-with-fastapi.html-BhXpthaG.js
@@ -1,4 +1,4 @@
-import{_ as u}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as d,c as k,b as n,d as s,e,w as a,a as p}from"./app-B0fd3cYb.js";const m={},v=n("h1",{id:"taskiq-fastapi",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-fastapi"},[n("span",null,"Taskiq + FastAPI")])],-1),y=n("p",null,"FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:",-1),h=n("ol",null,[n("li",null,"It's easy to use;"),n("li",null,"Cool dependency injection.")],-1),b={href:"https://github.com/taskiq-python/taskiq-fastapi",target:"_blank",rel:"noopener noreferrer"},f=p(`
Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.
from taskiq import ZeroMQBroker
+import{_ as u}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as i,o as d,c as k,b as n,d as s,e,w as a,a as p}from"./app-jADuhdjP.js";const m={},v=n("h1",{id:"taskiq-fastapi",tabindex:"-1"},[n("a",{class:"header-anchor",href:"#taskiq-fastapi"},[n("span",null,"Taskiq + FastAPI")])],-1),y=n("p",null,"FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:",-1),h=n("ol",null,[n("li",null,"It's easy to use;"),n("li",null,"Cool dependency injection.")],-1),b={href:"https://github.com/taskiq-python/taskiq-fastapi",target:"_blank",rel:"noopener noreferrer"},f=p(`
Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.
from taskiq import ZeroMQBroker
 import taskiq_fastapi
 
 broker = ZeroMQBroker()
@@ -62,4 +62,4 @@ app = FastAPI.custom_dependency_context = {}
 
-
This fixture has autouse flag, which means it would run on every test automatically.
`,5);function x(P,F){const c=i("ExternalLinkIcon"),l=i("Tabs"),r=i("RouteLink");return d(),k("div",null,[v,y,h,n("p",null,[s('In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library "'),n("a",b,[s("taskiq-fastapi"),e(c)]),s('" to make integration with FastAPI as smooth as possible.')]),f,e(l,{id:"55",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:t,isActive:o})=>[s("Annotated 3.10+")]),title1:a(({value:t,isActive:o})=>[s("default values")]),tab0:a(({value:t,isActive:o})=>[w]),tab1:a(({value:t,isActive:o})=>[g]),_:1}),_,n("p",null,[s("And that's it. Now you can use your taskiq tasks with functions and classes that depend on FastAPI dependenices. You can find bigger examples in the "),n("a",q,[s("examples repo"),e(c)]),s(".")]),T,n("p",null,[s("Testing is no different from general testing advice from articles about "),e(r,{to:"/guide/testing-taskiq.html"},{default:a(()=>[s("testing")]),_:1}),s(". But if you use "),I,s(" in your tests, you need to provide it with a custom dependency context because it doesn't run as a worker process.")]),A])}const C=u(m,[["render",x],["__file","taskiq-with-fastapi.html.vue"]]),D=JSON.parse(`{"path":"/framework_integrations/taskiq-with-fastapi.html","title":"Taskiq + FastAPI","lang":"en-US","frontmatter":{"order":1,"description":"Taskiq + FastAPI FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things: It's easy to use; Cool dependency injection. In t...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-fastapi.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + FastAPI"}],["meta",{"property":"og:description","content":"Taskiq + FastAPI FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things: It's easy to use; Cool dependency injection. In t..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + FastAPI\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-fastapi.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:
\\n
    \\n
  1. It's easy to use;
    2. \\n
  2. Cool dependency injection.
    3. \\n
\\n
In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library \\"taskiq-fastapi\\" to make integration with FastAPI as smooth as possible.
"}`);export{C as comp,D as data};
+
This fixture has autouse flag, which means it would run on every test automatically.
`,5);function x(P,F){const c=i("ExternalLinkIcon"),l=i("Tabs"),r=i("RouteLink");return d(),k("div",null,[v,y,h,n("p",null,[s('In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library "'),n("a",b,[s("taskiq-fastapi"),e(c)]),s('" to make integration with FastAPI as smooth as possible.')]),f,e(l,{id:"55",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:t,isActive:o})=>[s("Annotated 3.10+")]),title1:a(({value:t,isActive:o})=>[s("default values")]),tab0:a(({value:t,isActive:o})=>[w]),tab1:a(({value:t,isActive:o})=>[g]),_:1}),_,n("p",null,[s("And that's it. Now you can use your taskiq tasks with functions and classes that depend on FastAPI dependenices. You can find bigger examples in the "),n("a",q,[s("examples repo"),e(c)]),s(".")]),T,n("p",null,[s("Testing is no different from general testing advice from articles about "),e(r,{to:"/guide/testing-taskiq.html"},{default:a(()=>[s("testing")]),_:1}),s(". But if you use "),I,s(" in your tests, you need to provide it with a custom dependency context because it doesn't run as a worker process.")]),A])}const C=u(m,[["render",x],["__file","taskiq-with-fastapi.html.vue"]]),D=JSON.parse(`{"path":"/framework_integrations/taskiq-with-fastapi.html","title":"Taskiq + FastAPI","lang":"en-US","frontmatter":{"order":1,"description":"Taskiq + FastAPI FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things: It's easy to use; Cool dependency injection. In t...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/framework_integrations/taskiq-with-fastapi.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Taskiq + FastAPI"}],["meta",{"property":"og:description","content":"Taskiq + FastAPI FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things: It's easy to use; Cool dependency injection. In t..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Taskiq + FastAPI\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Testing","slug":"testing","link":"#testing","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"framework_integrations/taskiq-with-fastapi.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:
\\n
    \\n
  1. It's easy to use;
    2. \\n
  2. Cool dependency injection.
    3. \\n
\\n
In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library \\"taskiq-fastapi\\" to make integration with FastAPI as smooth as possible.
"}`);export{C as comp,D as data};
diff --git a/assets/testing-taskiq.html-Cj0e6GeQ.js b/assets/testing-taskiq.html-D3uGnFNX.js
similarity index 98%
rename from assets/testing-taskiq.html-Cj0e6GeQ.js
rename to assets/testing-taskiq.html-D3uGnFNX.js
index f23cb23..72f09e8 100644
--- a/assets/testing-taskiq.html-Cj0e6GeQ.js
+++ b/assets/testing-taskiq.html-D3uGnFNX.js
@@ -1,4 +1,4 @@
-import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as u,c as d,e as o,w as a,b as n,d as s,a as c}from"./app-B0fd3cYb.js";const k={},m=c('
Testing with taskiq
Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.
Let's dive into examples.
Preparations
Environment setup
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
We can set an environment variable, that indicates that currently we're running in testing environment.
',7),v=n("div",{class:"language-bash line-numbers-mode","data-ext":"sh","data-title":"sh"},[n("pre",{class:"language-bash"},[n("code",null,[n("span",{class:"token builtin class-name"},"export"),s(),n("span",{class:"token assign-left variable"},"ENVIRONMENT"),n("span",{class:"token operator"},"="),n("span",{class:"token string"},'"pytest"'),s(`
+import{_ as r}from"./plugin-vue_export-helper-DlAUqK2U.js";import{r as l,o as u,c as d,e as o,w as a,b as n,d as s,a as c}from"./app-jADuhdjP.js";const k={},m=c('
Testing with taskiq
Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.
Let's dive into examples.
Preparations
Environment setup
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
We can set an environment variable, that indicates that currently we're running in testing environment.
',7),v=n("div",{class:"language-bash line-numbers-mode","data-ext":"sh","data-title":"sh"},[n("pre",{class:"language-bash"},[n("code",null,[n("span",{class:"token builtin class-name"},"export"),s(),n("span",{class:"token assign-left variable"},"ENVIRONMENT"),n("span",{class:"token operator"},"="),n("span",{class:"token string"},'"pytest"'),s(`
 pytest `),n("span",{class:"token parameter variable"},"-vv"),s(`
 `)])]),n("div",{class:"line-numbers","aria-hidden":"true"},[n("div",{class:"line-number"}),n("div",{class:"line-number"})])],-1),y=n("div",{class:"language-powershell line-numbers-mode","data-ext":"powershell","data-title":"powershell"},[n("pre",{class:"language-powershell"},[n("code",null,[n("span",{class:"token variable"},"$env"),s(":ENVIRONMENT = "),n("span",{class:"token string"},"'pytest'"),s(`
 pytest `),n("span",{class:"token operator"},"-"),s(`vv
@@ -102,4 +102,4 @@ broker: AsyncBroker = await task.wait_result()
     assert str(result.return_value).endswith("taskiq.py")
 
-
This should pass. And that's it for now.
`,7);function E(N,I){const i=l("Tabs"),p=l("ExternalLinkIcon");return u(),d("div",null,[m,o(i,{id:"21",data:[{id:"linux|macos"},{id:"windows"}]},{title0:a(({value:e,isActive:t})=>[s("linux|macos")]),title1:a(({value:e,isActive:t})=>[s("windows")]),tab0:a(({value:e,isActive:t})=>[v]),tab1:a(({value:e,isActive:t})=>[y]),_:1}),n("p",null,[s("Or we can even tell pytest to set this environment for us, just before executing tests using "),n("a",b,[s("pytest-env"),o(p)]),s(" plugin.")]),o(i,{id:"32",data:[{id:"pytest.ini"},{id:"pyproject.toml"}]},{title0:a(({value:e,isActive:t})=>[s("pytest.ini")]),title1:a(({value:e,isActive:t})=>[s("pyproject.toml")]),tab0:a(({value:e,isActive:t})=>[h]),tab1:a(({value:e,isActive:t})=>[w]),_:1},8,["data"]),g,n("p",null,[s("Since taskiq is fully async, we suggest using "),n("a",f,[s("anyio"),o(p)]),s(" to run async functions in pytest. Install the "),n("a",_,[s("lib"),o(p)]),s(" and place this fixture somewhere in your root "),x,s(" file.")]),q,o(i,{id:"85",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[T]),tab1:a(({value:e,isActive:t})=>[A]),_:1}),j])}const M=r(k,[["render",E],["__file","testing-taskiq.html.vue"]]),V=JSON.parse(`{"path":"/guide/testing-taskiq.html","title":"Testing with taskiq","lang":"en-US","frontmatter":{"order":10,"description":"Testing with taskiq Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal func...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/testing-taskiq.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Testing with taskiq"}],["meta",{"property":"og:description","content":"Testing with taskiq Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal func..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-20T00:01:02.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-20T00:01:02.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Testing with taskiq\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-20T00:01:02.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Preparations","slug":"preparations","link":"#preparations","children":[{"level":3,"title":"Environment setup","slug":"environment-setup","link":"#environment-setup","children":[]},{"level":3,"title":"Async tests","slug":"async-tests","link":"#async-tests","children":[]}]},{"level":2,"title":"Testing tasks","slug":"testing-tasks","link":"#testing-tasks","children":[]},{"level":2,"title":"Dependency injection","slug":"dependency-injection","link":"#dependency-injection","children":[]}],"git":{"createdTime":1713571262000,"updatedTime":1713571262000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/testing-taskiq.md","localizedDate":"April 20, 2024","autoDesc":true,"excerpt":"\\n
Every time we write programs, we want them to be correct. To achieve this, we use tests.\\nTaskiq allows you to write tests easily as if tasks were normal functions.
\\n
Let's dive into examples.
\\n
Preparations
\\n
Environment setup
\\n
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic.\\nSince python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
"}`);export{M as comp,V as data};
+
This should pass. And that's it for now.
`,7);function E(N,I){const i=l("Tabs"),p=l("ExternalLinkIcon");return u(),d("div",null,[m,o(i,{id:"21",data:[{id:"linux|macos"},{id:"windows"}]},{title0:a(({value:e,isActive:t})=>[s("linux|macos")]),title1:a(({value:e,isActive:t})=>[s("windows")]),tab0:a(({value:e,isActive:t})=>[v]),tab1:a(({value:e,isActive:t})=>[y]),_:1}),n("p",null,[s("Or we can even tell pytest to set this environment for us, just before executing tests using "),n("a",b,[s("pytest-env"),o(p)]),s(" plugin.")]),o(i,{id:"32",data:[{id:"pytest.ini"},{id:"pyproject.toml"}]},{title0:a(({value:e,isActive:t})=>[s("pytest.ini")]),title1:a(({value:e,isActive:t})=>[s("pyproject.toml")]),tab0:a(({value:e,isActive:t})=>[h]),tab1:a(({value:e,isActive:t})=>[w]),_:1},8,["data"]),g,n("p",null,[s("Since taskiq is fully async, we suggest using "),n("a",f,[s("anyio"),o(p)]),s(" to run async functions in pytest. Install the "),n("a",_,[s("lib"),o(p)]),s(" and place this fixture somewhere in your root "),x,s(" file.")]),q,o(i,{id:"85",data:[{id:"Annotated 3.10+"},{id:"default values"}]},{title0:a(({value:e,isActive:t})=>[s("Annotated 3.10+")]),title1:a(({value:e,isActive:t})=>[s("default values")]),tab0:a(({value:e,isActive:t})=>[T]),tab1:a(({value:e,isActive:t})=>[A]),_:1}),j])}const M=r(k,[["render",E],["__file","testing-taskiq.html.vue"]]),V=JSON.parse(`{"path":"/guide/testing-taskiq.html","title":"Testing with taskiq","lang":"en-US","frontmatter":{"order":10,"description":"Testing with taskiq Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal func...","head":[["meta",{"property":"og:url","content":"https://taskiq-python.github.io/guide/testing-taskiq.html"}],["meta",{"property":"og:site_name","content":"Taskiq"}],["meta",{"property":"og:title","content":"Testing with taskiq"}],["meta",{"property":"og:description","content":"Testing with taskiq Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal func..."}],["meta",{"property":"og:type","content":"article"}],["meta",{"property":"og:locale","content":"en-US"}],["meta",{"property":"og:updated_time","content":"2024-04-26T20:07:59.000Z"}],["meta",{"property":"article:modified_time","content":"2024-04-26T20:07:59.000Z"}],["script",{"type":"application/ld+json"},"{\\"@context\\":\\"https://schema.org\\",\\"@type\\":\\"Article\\",\\"headline\\":\\"Testing with taskiq\\",\\"image\\":[\\"\\"],\\"dateModified\\":\\"2024-04-26T20:07:59.000Z\\",\\"author\\":[]}"]]},"headers":[{"level":2,"title":"Preparations","slug":"preparations","link":"#preparations","children":[{"level":3,"title":"Environment setup","slug":"environment-setup","link":"#environment-setup","children":[]},{"level":3,"title":"Async tests","slug":"async-tests","link":"#async-tests","children":[]}]},{"level":2,"title":"Testing tasks","slug":"testing-tasks","link":"#testing-tasks","children":[]},{"level":2,"title":"Dependency injection","slug":"dependency-injection","link":"#dependency-injection","children":[]}],"git":{"createdTime":1714162079000,"updatedTime":1714162079000,"contributors":[{"name":"Pavel Kirilin","email":"win10@list.ru","commits":1}]},"filePathRelative":"guide/testing-taskiq.md","localizedDate":"April 26, 2024","autoDesc":true,"excerpt":"\\n
Every time we write programs, we want them to be correct. To achieve this, we use tests.\\nTaskiq allows you to write tests easily as if tasks were normal functions.
\\n
Let's dive into examples.
\\n
Preparations
\\n
Environment setup
\\n
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic.\\nSince python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
"}`);export{M as comp,V as data};
diff --git a/assets/timeline-definition-fea2a41d-SN4IvUvc.js b/assets/timeline-definition-fea2a41d-D-z6TUtQ.js
similarity index 99%
rename from assets/timeline-definition-fea2a41d-SN4IvUvc.js
rename to assets/timeline-definition-fea2a41d-D-z6TUtQ.js
index 6ca1669..834c763 100644
--- a/assets/timeline-definition-fea2a41d-SN4IvUvc.js
+++ b/assets/timeline-definition-fea2a41d-D-z6TUtQ.js
@@ -1,4 +1,4 @@
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diff --git a/assets/xychartDiagram-ab372869-DCFrL7jW.js b/assets/xychartDiagram-ab372869-kZ1xnALt.js
similarity index 99%
rename from assets/xychartDiagram-ab372869-DCFrL7jW.js
rename to assets/xychartDiagram-ab372869-kZ1xnALt.js
index eee3533..1ff49ba 100644
--- a/assets/xychartDiagram-ab372869-DCFrL7jW.js
+++ b/assets/xychartDiagram-ab372869-kZ1xnALt.js
@@ -1,4 +1,4 @@
-import{a$ as zt,b0 as ot,aN as wt,aM as Ft,s as Nt,g as Xt,x as Yt,y as St,a as Ht,b as $t,A as Ut,l as Ct,aK as qt,i as jt,d as Gt}from"./mermaid.core-DtSoU78u.js";import{a as Qt}from"./createText-6b48ae7d-BQ6Vxn2Q.js";import{i as Kt}from"./init-Gi6I4Gst.js";import{o as Zt}from"./ordinal-Cboi1Yqb.js";import{l as ft}from"./linear-CPhCWOMV.js";import{l as pt}from"./line-BM-2XH-S.js";import"./app-B0fd3cYb.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";function Jt(e,t,i){e=+e,t=+t,i=(n=arguments.length)<2?(t=e,e=0,1):n<3?1:+i;for(var s=-1,n=Math.max(0,Math.ceil((t-e)/i))|0,o=new Array(n);++s"u"&&(k.yylloc={});var tt=k.yylloc;a.push(tt);var Wt=k.options&&k.options.ranges;typeof B.yy.parseError=="function"?this.parseError=B.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Ot(){var I;return I=g.pop()||k.lex()||xt,typeof I!="number"&&(I instanceof Array&&(g=I,I=g.pop()),I=l.symbols_[I]||I),I}for(var D,W,v,it,O={},q,M,dt,j;;){if(W=u[u.length-1],this.defaultActions[W]?v=this.defaultActions[W]:((D===null||typeof D>"u")&&(D=Ot()),v=F[W]&&F[W][D]),typeof v>"u"||!v.length||!v[0]){var et="";j=[];for(q in F[W])this.terminals_[q]&&q>Vt&&j.push("'"+this.terminals_[q]+"'");k.showPosition?et="Parse error on line "+(U+1)+`:
+import{a$ as zt,b0 as ot,aN as wt,aM as Ft,s as Nt,g as Xt,x as Yt,y as St,a as Ht,b as $t,A as Ut,l as Ct,aK as qt,i as jt,d as Gt}from"./mermaid.core-C-ipfzeP.js";import{a as Qt}from"./createText-6b48ae7d-CHYbp3CC.js";import{i as Kt}from"./init-Gi6I4Gst.js";import{o as Zt}from"./ordinal-Cboi1Yqb.js";import{l as ft}from"./linear-BA-jiqnj.js";import{l as pt}from"./line-BVHj5-SV.js";import"./app-jADuhdjP.js";import"./array-BKyUJesY.js";import"./path-CbwjOpE9.js";function Jt(e,t,i){e=+e,t=+t,i=(n=arguments.length)<2?(t=e,e=0,1):n<3?1:+i;for(var s=-1,n=Math.max(0,Math.ceil((t-e)/i))|0,o=new Array(n);++s"u"&&(k.yylloc={});var tt=k.yylloc;a.push(tt);var Wt=k.options&&k.options.ranges;typeof B.yy.parseError=="function"?this.parseError=B.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Ot(){var I;return I=g.pop()||k.lex()||xt,typeof I!="number"&&(I instanceof Array&&(g=I,I=g.pop()),I=l.symbols_[I]||I),I}for(var D,W,v,it,O={},q,M,dt,j;;){if(W=u[u.length-1],this.defaultActions[W]?v=this.defaultActions[W]:((D===null||typeof D>"u")&&(D=Ot()),v=F[W]&&F[W][D]),typeof v>"u"||!v.length||!v[0]){var et="";j=[];for(q in F[W])this.terminals_[q]&&q>Vt&&j.push("'"+this.terminals_[q]+"'");k.showPosition?et="Parse error on line "+(U+1)+`:
 `+k.showPosition()+`
 Expecting `+j.join(", ")+", got '"+(this.terminals_[D]||D)+"'":et="Parse error on line "+(U+1)+": Unexpected "+(D==xt?"end of input":"'"+(this.terminals_[D]||D)+"'"),this.parseError(et,{text:k.match,token:this.terminals_[D]||D,line:k.yylineno,loc:tt,expected:j})}if(v[0]instanceof Array&&v.length>1)throw new Error("Parse Error: multiple actions possible at state: "+W+", token: "+D);switch(v[0]){case 1:u.push(D),b.push(k.yytext),a.push(k.yylloc),u.push(v[1]),D=null,gt=k.yyleng,x=k.yytext,U=k.yylineno,tt=k.yylloc;break;case 2:if(M=this.productions_[v[1]][1],O.$=b[b.length-M],O._$={first_line:a[a.length-(M||1)].first_line,last_line:a[a.length-1].last_line,first_column:a[a.length-(M||1)].first_column,last_column:a[a.length-1].last_column},Wt&&(O._$.range=[a[a.length-(M||1)].range[0],a[a.length-1].range[1]]),it=this.performAction.apply(O,[x,gt,U,B.yy,v[1],b,a].concat(Bt)),typeof it<"u")return it;M&&(u=u.slice(0,-1*M*2),b=b.slice(0,-1*M),a=a.slice(0,-1*M)),u.push(this.productions_[v[1]][0]),b.push(O.$),a.push(O._$),dt=F[u[u.length-2]][u[u.length-1]],u.push(dt);break;case 3:return!0}}return!0}},It=function(){var V={EOF:1,parseError:function(l,u){if(this.yy.parser)this.yy.parser.parseError(l,u);else throw new Error(l)},setInput:function(r,l){return this.yy=l||this.yy||{},this._input=r,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var r=this._input[0];this.yytext+=r,this.yyleng++,this.offset++,this.match+=r,this.matched+=r;var l=r.match(/(?:\r\n?|\n).*/g);return l?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),r},unput:function(r){var l=r.length,u=r.split(/(?:\r\n?|\n)/g);this._input=r+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-l),this.offset-=l;var g=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),u.length-1&&(this.yylineno-=u.length-1);var b=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:u?(u.length===g.length?this.yylloc.first_column:0)+g[g.length-u.length].length-u[0].length:this.yylloc.first_column-l},this.options.ranges&&(this.yylloc.range=[b[0],b[0]+this.yyleng-l]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).
 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(r){this.unput(this.match.slice(r))},pastInput:function(){var r=this.matched.substr(0,this.matched.length-this.match.length);return(r.length>20?"...":"")+r.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var r=this.match;return r.length<20&&(r+=this._input.substr(0,20-r.length)),(r.substr(0,20)+(r.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var r=this.pastInput(),l=new Array(r.length+1).join("-");return r+this.upcomingInput()+`
diff --git a/available-components/brokers.html b/available-components/brokers.html
index ff82396..10146d8 100644
--- a/available-components/brokers.html
+++ b/available-components/brokers.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Available brokers | Taskiq
-    
-    
-    
+    Available brokers | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Available brokers
...
Available brokers
In this section we'll list officially supported brokers.
InMemoryBroker
This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.
ZeroMQBroker
This broker uses ZMQopen in new window to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.
It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed N times, where N is the total number of worker processes.
Be careful!
If you choose this type of broker, please run taskiq with -w 1 parameter, otherwise you may encounter undefined behavior.
To run this broker please install the pyzmqopen in new window lib. Or you can taskiq with zmq extra.
Only PyZMQ
pip install pyzmq
+    
Skip to main content
Available brokers
...
Available brokers
In this section we'll list officially supported brokers.
InMemoryBroker
This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.
ZeroMQBroker
This broker uses ZMQopen in new window to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.
It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed N times, where N is the total number of worker processes.
Be careful!
If you choose this type of broker, please run taskiq with -w 1 parameter, otherwise you may encounter undefined behavior.
To run this broker please install the pyzmqopen in new window lib. Or you can taskiq with zmq extra.
Only PyZMQ
pip install pyzmq
 
Async shared broker and shared tasks
This is also a special broker. You cannot use it directly. It's used to create shared tasks. These tasks can be imported along with user defined tasks. To define a shared task please use this broker.
from taskiq.brokers.shared_broker import async_shared_broker
 
@@ -49,6 +49,6 @@
 
Redis broker
Project link: taskiq-redisopen in new window.
pip install taskiq-redis
 
NATS broker
Project link: taskiq-natsopen in new window.
pip install taskiq-nats
 

-    
+    
   
 
diff --git a/available-components/index.html b/available-components/index.html
index 0a0fe7c..679de05 100644
--- a/available-components/index.html
+++ b/available-components/index.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Available components | Taskiq
-    
-    
-    
+    Available components | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Available components
...
Available components
In this section, you can find a list of officially supported plugins for the taskiq.

-    
+    
Skip to main content
Available components
...
Available components
In this section, you can find a list of officially supported plugins for the taskiq.

+    
   
 
diff --git a/available-components/middlewares.html b/available-components/middlewares.html
index 917c847..459746b 100644
--- a/available-components/middlewares.html
+++ b/available-components/middlewares.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Available middlewares | Taskiq
-    
-    
-    
+    Available middlewares | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Available middlewares
...
Available middlewares
Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.
Simple retry middleware
This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.
To enable this middleware, add it to the list of middlewares for a broker.
from taskiq import ZeroMQBroker, SimpleRetryMiddleware
+    
Skip to main content
Available middlewares
...
Available middlewares
Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.
Simple retry middleware
This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.
To enable this middleware, add it to the list of middlewares for a broker.
from taskiq import ZeroMQBroker, SimpleRetryMiddleware
 
 broker = ZeroMQBroker().with_middlewares(
     SimpleRetryMiddleware(default_retry_count=3),
@@ -52,6 +52,6 @@
     PrometheusMiddleware(server_addr="0.0.0.0", server_port=9000),
 )
 
After that, metrics will be available at port 9000. Of course, this parameter can be configured. If you have other metrics, they'll be shown as well.

-    
+    
   
 
diff --git a/available-components/result-backends.html b/available-components/result-backends.html
index a70dfa2..1cb85bc 100644
--- a/available-components/result-backends.html
+++ b/available-components/result-backends.html
@@ -28,14 +28,14 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Available result backends | Taskiq
-    
-    
-    
+    Available result backends | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Available result backends
...
Available result backends
Result backends are used to store execution results. This includes:
  • return value;
  • Execution time in seconds.
DummyResultBackend
This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.
This broker will always return None for any return_value. Please be careful.
Redis result backend
This result backend is not part of the core taskiq library. You can install it as a separate package taskiq-redisopen in new window.
pip install taskiq-redis
+    
Skip to main content
Available result backends
...
Available result backends
Result backends are used to store execution results. This includes:
  • return value;
  • Execution time in seconds.
DummyResultBackend
This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.
This broker will always return None for any return_value. Please be careful.
Redis result backend
This result backend is not part of the core taskiq library. You can install it as a separate package taskiq-redisopen in new window.
pip install taskiq-redis
 
You can read more about parameters and abilities of this broker in README.mdopen in new window.

-    
+    
   
 
diff --git a/available-components/schedule-sources.html b/available-components/schedule-sources.html
index c7794c1..159a309 100644
--- a/available-components/schedule-sources.html
+++ b/available-components/schedule-sources.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Available schedule sources | Taskiq
-    
-    
-    
+    Available schedule sources | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Available schedule sources
...
Available schedule sources
These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.
RedisScheduleSource
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.
from taskiq_redis import RedisScheduleSource
+    
Skip to main content
Available schedule sources
...
Available schedule sources
These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.
RedisScheduleSource
This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.
from taskiq_redis import RedisScheduleSource
 
 from taskiq import TaskiqScheduler
 
@@ -64,6 +64,6 @@
     sources=[LabelScheduleSource(broker)],
 )
 
Cool notice!
In order to resolve all labels correctly, don't forget to import all task modules using CLI interface.

-    
+    
   
 
diff --git a/contrib.html b/contrib.html
index b085e8b..1155dc5 100644
--- a/contrib.html
+++ b/contrib.html
@@ -28,19 +28,19 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Contribution guide | Taskiq
-    
-    
-    
+    Contribution guide | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Contribution guide
...
Contribution guide
We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors:
  • Please do not add malware.
  • Please make sure that your request solves the problem.
If you struggle with something or feel frustrated, you either create an issue, create a discussionsopen in new window. page or publish a draft PR and ask your question in the description.
We have lots of tests in CI. But since CI runs from first-time contributors should be approved, you better test locally. It just takes less time to prepare PR for merging.
Setting up environment
We use poetry for managing dependencies. To install it, please follow the official guide in documentationopen in new window.
After you have cloned the taskiq repo, install dependencies using this command:
poetry install
+    
Skip to main content
Contribution guide
...
Contribution guide
We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors:
  • Please do not add malware.
  • Please make sure that your request solves the problem.
If you struggle with something or feel frustrated, you either create an issue, create a discussionsopen in new window. page or publish a draft PR and ask your question in the description.
We have lots of tests in CI. But since CI runs from first-time contributors should be approved, you better test locally. It just takes less time to prepare PR for merging.
Setting up environment
We use poetry for managing dependencies. To install it, please follow the official guide in documentationopen in new window.
After you have cloned the taskiq repo, install dependencies using this command:
poetry install
 
It will install all required dependencies. If you want to run pytest against different python environments, please install pyenv using instructions from its readmeopen in new window.
After pyenv is ready, you can install all python versions using this command:
pyenv install
 
Linting
We have pre-commit configured with all our settings. We highly recommend you to install it as a git hook using pre-commit install command.
But even without installation, you can run all lints manually:
pre-commit run -a
 
Testing
You can run pytest without any parameters and it will do the thing.
pytest
 
If you want to speedup testings, you can run it with -n option from pytest-xdistopen in new window to run tests in parallel.
pytest -n 2
 
Also we use tox to test against different environments. You can publish a PR to run pytest with different python versions, but if you want to do it locally, just run tox command.
tox
 
Tox assumes that you've installed python versions using pyenv with command above.

-    
+    
   
 
diff --git a/extending-taskiq/broker.html b/extending-taskiq/broker.html
index 1eab72a..2d06c91 100644
--- a/extending-taskiq/broker.html
+++ b/extending-taskiq/broker.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Brokers | Taskiq
-    
-    
-    
+    Brokers | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Brokers
...
Brokers
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.
Here is a template for new brokers:
from typing import AsyncGenerator, Union
+    
Skip to main content
Brokers
...
Brokers
To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.
Here is a template for new brokers:
from typing import AsyncGenerator, Union
 
 from taskiq import AckableMessage, AsyncBroker, BrokerMessage
 
@@ -78,6 +78,6 @@
          reject=message.reject
       )
 
Conventions
For brokers, we have several conventions. It's good if your broker implements them. These rules are optional, and it's ok if your broker doesn't implement them.
  1. If the message has the delay label with int or float number, this task's execution must be delayed with the same number of seconds as in the delay label.
  2. If the message has the priority label, this message must be sent with priority. Tasks with higher priorities are executed sooner.

-    
+    
   
 
diff --git a/extending-taskiq/cli.html b/extending-taskiq/cli.html
index e74128e..340c588 100644
--- a/extending-taskiq/cli.html
+++ b/extending-taskiq/cli.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    CLI | Taskiq
-    
-    
-    
+    CLI | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
CLI
...
CLI
You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
from argparse import ArgumentParser
+    
Skip to main content
CLI
...
CLI
You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.
At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.
from argparse import ArgumentParser
 from typing import Sequence
 
 from taskiq.abc.cmd import TaskiqCMD
@@ -76,6 +76,6 @@
 
$ taskiq demo --test aaa
 Namespace(test='aaa')
 

-    
+    
   
 
diff --git a/extending-taskiq/index.html b/extending-taskiq/index.html
index e314dbc..fce1eef 100644
--- a/extending-taskiq/index.html
+++ b/extending-taskiq/index.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Extending taskiq | Taskiq
-    
-    
-    
+    Extending taskiq | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Extending taskiq
...
Extending taskiq
Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.
All abstract classes can be found in taskiq.abc package.
Contents:

-    
+    
Skip to main content
Extending taskiq
...
Extending taskiq
Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.
All abstract classes can be found in taskiq.abc package.
Contents:

+    
   
 
diff --git a/extending-taskiq/middleware.html b/extending-taskiq/middleware.html
index 850067d..3acf5dc 100644
--- a/extending-taskiq/middleware.html
+++ b/extending-taskiq/middleware.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Middlewares | Taskiq
-    
-    
-    
+    Middlewares | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Middlewares
...
Middlewares
Middlewares are super helpful. You can inject some code before or after task's execution.
Middlewares must implement taskiq.abc.middleware.TaskiqMiddlewareopen in new window abstract class. Every method of a middleware can be either sync or async. Taskiq will execute it as you expect.
For example:
sync
from time import sleep
+    
Skip to main content
Middlewares
...
Middlewares
Middlewares are super helpful. You can inject some code before or after task's execution.
Middlewares must implement taskiq.abc.middleware.TaskiqMiddlewareopen in new window abstract class. Every method of a middleware can be either sync or async. Taskiq will execute it as you expect.
For example:
sync
from time import sleep
 from typing import Any
 
 from taskiq import TaskiqMessage, TaskiqMiddleware, TaskiqResult
@@ -83,6 +83,6 @@
         await sleep(1)
         print("Post save")
 
Also, middlewares always have reference to the current broker in self.broker field. If you want to kick a message during the execution of some middleware hooks, you may use self.broker to do so.
Taskiq-pipelinesopen in new window uses middlewares to call next tasks.

-    
+    
   
 
diff --git a/extending-taskiq/result-backend.html b/extending-taskiq/result-backend.html
index fc7df85..cb3043a 100644
--- a/extending-taskiq/result-backend.html
+++ b/extending-taskiq/result-backend.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Result backend | Taskiq
-    
-    
-    
+    Result backend | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Result backend
...
Result backend
Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
Here's a minimal example of a result backend:
from typing import TypeVar
+    
Skip to main content
Result backend
...
Result backend
Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.
Here's a minimal example of a result backend:
from typing import TypeVar
 
 from taskiq import TaskiqResult
 from taskiq.abc.result_backend import AsyncResultBackend
@@ -97,6 +97,6 @@
         """
         return ...  # type: ignore
 
Cool tip!
It's a good practice to skip fetching logs from the storage unless with_logs=True is explicitly specified.
Important note!
with_logs param is now deprecated. It will be removed in future releases.

-    
+    
   
 
diff --git a/extending-taskiq/schedule-sources.html b/extending-taskiq/schedule-sources.html
index ef3b636..c47c3d2 100644
--- a/extending-taskiq/schedule-sources.html
+++ b/extending-taskiq/schedule-sources.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Schedule source | Taskiq
-    
-    
-    
+    Schedule source | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Schedule source
...
Schedule source
Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
Here's a minimal example of a schedule source:
from typing import List
+    
Skip to main content
Schedule source
...
Schedule source
Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.
Here's a minimal example of a schedule source:
from typing import List
 
 from taskiq import ScheduledTask, ScheduleSource
 
@@ -89,6 +89,6 @@
         :param task: task that just have sent
         """
 
You can implement a schedule source that write schedules in the database and have delayed tasks in runtime.

-    
+    
   
 
diff --git a/framework_integrations/faststream.html b/framework_integrations/faststream.html
index 392350f..8f03b6b 100644
--- a/framework_integrations/faststream.html
+++ b/framework_integrations/faststream.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Taskiq + FastStream | Taskiq
-    
-    
-    
+    Taskiq + FastStream | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Taskiq + FastStream
...
Taskiq + FastStream
FastStreamopen in new window is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.
If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.
Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.
To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:
pip install "taskiq-faststream"
+    
Skip to main content
Taskiq + FastStream
...
Taskiq + FastStream
FastStreamopen in new window is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.
If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.
Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.
To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:
pip install "taskiq-faststream"
 
And you can use it like this:
from faststream import FastStream
 from faststream.kafka import KafkaBroker
 from taskiq_faststream import BrokerWrapper
@@ -44,6 +44,6 @@
 
 taskiq_broker = BrokerWrapper(broker)
 
You can read more about scheduling tasks for FastStream in the FastStream documentationopen in new window.

-    
+    
   
 
diff --git a/framework_integrations/index.html b/framework_integrations/index.html
index c0d9785..f68d42a 100644
--- a/framework_integrations/index.html
+++ b/framework_integrations/index.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Framework integrations | Taskiq
-    
-    
-    
+    Framework integrations | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Framework integrations
...
Framework integrations
Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!
Integrations with frameworks add two things:
  1. Startup and Shutdown events;
  2. Dependencies to use in your handler.

-    
+    
Skip to main content
Framework integrations
...
Framework integrations
Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!
Integrations with frameworks add two things:
  1. Startup and Shutdown events;
  2. Dependencies to use in your handler.

+    
   
 
diff --git a/framework_integrations/taskiq-with-aiogram.html b/framework_integrations/taskiq-with-aiogram.html
index eeb488d..9b869b8 100644
--- a/framework_integrations/taskiq-with-aiogram.html
+++ b/framework_integrations/taskiq-with-aiogram.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Taskiq + Aiogram | Taskiq
-    
-    
-    
+    Taskiq + Aiogram | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Taskiq + Aiogram
...
Taskiq + Aiogram
Taskiq-Aiogramopen in new window is a nice integration with one of the best telegram bot libraries - aiogramopen in new window.
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
This integration adds three main dependencies which you can use in your taskiq functions:
  • aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.
  • aiogram.Dispatcher - current dispatcher instance.
  • List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.
To enable the integration, please install the taskiq-aiogram library:
pip install "taskiq-aiogram"
+    
Skip to main content
Taskiq + Aiogram
...
Taskiq + Aiogram
Taskiq-Aiogramopen in new window is a nice integration with one of the best telegram bot libraries - aiogramopen in new window.
This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.
This integration adds three main dependencies which you can use in your taskiq functions:
  • aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.
  • aiogram.Dispatcher - current dispatcher instance.
  • List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.
To enable the integration, please install the taskiq-aiogram library:
pip install "taskiq-aiogram"
 
After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:
import asyncio
 
 import taskiq_aiogram
@@ -78,7 +78,7 @@
 @dp.startup()
 async def setup_taskiq(bot: Bot, *_args, **_kwargs):
     # Here we check if it's a clien-side,
-    # Becuase otherwise you're going to
+    # Because otherwise you're going to
     # create infinite loop of startup events.
     if not broker.is_worker_process:
         logging.info("Setting up taskiq")
@@ -109,6 +109,6 @@
     asyncio.run(main())
 
 
That's it. Now you can easily call tasks from your bots and access bots from within your tasks.

-    
+    
   
 
diff --git a/framework_integrations/taskiq-with-aiohttp.html b/framework_integrations/taskiq-with-aiohttp.html
index d3d8727..57c336e 100644
--- a/framework_integrations/taskiq-with-aiohttp.html
+++ b/framework_integrations/taskiq-with-aiohttp.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Taskiq + AioHTTP | Taskiq
-    
-    
-    
+    Taskiq + AioHTTP | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Taskiq + AioHTTP
...
Taskiq + AioHTTP
AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.
Dependency injection for AioHTTP
We created a library aiohttp-depsopen in new window to add FastAPI-like dependency injection in AioHTTP.
To install it, simply run:
pip install "aiohttp-deps"
+    
Skip to main content
Taskiq + AioHTTP
...
Taskiq + AioHTTP
AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.
Dependency injection for AioHTTP
We created a library aiohttp-depsopen in new window to add FastAPI-like dependency injection in AioHTTP.
To install it, simply run:
pip install "aiohttp-deps"
 
After the installation, please add startup event to your application to initialize dependencies context.
from aiohttp import web
 import aiohttp_deps
 
@@ -112,6 +112,6 @@
     broker.custom_dependency_context = {}
     await client.close()
 

-    
+    
   
 
diff --git a/framework_integrations/taskiq-with-fastapi.html b/framework_integrations/taskiq-with-fastapi.html
index 8d9417f..d0d24af 100644
--- a/framework_integrations/taskiq-with-fastapi.html
+++ b/framework_integrations/taskiq-with-fastapi.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Taskiq + FastAPI | Taskiq
-    
-    
-    
+    Taskiq + FastAPI | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Taskiq + FastAPI
...
Taskiq + FastAPI
FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:
  1. It's easy to use;
  2. Cool dependency injection.
In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library "taskiq-fastapiopen in new window" to make integration with FastAPI as smooth as possible.
Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.
from taskiq import ZeroMQBroker
+    
Skip to main content
Taskiq + FastAPI
...
Taskiq + FastAPI
FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:
  1. It's easy to use;
  2. Cool dependency injection.
In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library "taskiq-fastapiopen in new window" to make integration with FastAPI as smooth as possible.
Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.
from taskiq import ZeroMQBroker
 import taskiq_fastapi
 
 broker = ZeroMQBroker()
@@ -99,6 +99,6 @@
     broker.custom_dependency_context = {}
 
 
This fixture has autouse flag, which means it would run on every test automatically.

-    
+    
   
 
diff --git a/guide/architecture-overview.html b/guide/architecture-overview.html
index 6043f79..2706ae6 100644
--- a/guide/architecture-overview.html
+++ b/guide/architecture-overview.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Architecture overview | Taskiq
-    
-    
-    
+    Architecture overview | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Architecture overview
...
Architecture overview
Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.
On the sequence diagram it looks like this:
Cool tip!
If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.
Let's discuss every component.
Broker
Brokers are the most critical element of the taskiq. Every broker must implement the AsyncBroker abstract class from taskiq.abc.brokeropen in new window to make things work.
AsyncBroker class has two main methods to implement:
  • kick
  • listen
The kick method puts the message in the external system. For example, it may call the PUB command in Redis.
The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.
Kicker
Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.
When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.
import asyncio
+    
Skip to main content
Architecture overview
...
Architecture overview
Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.
On the sequence diagram it looks like this:
Cool tip!
If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.
Let's discuss every component.
Broker
Brokers are the most critical element of the taskiq. Every broker must implement the AsyncBroker abstract class from taskiq.abc.brokeropen in new window to make things work.
AsyncBroker class has two main methods to implement:
  • kick
  • listen
The kick method puts the message in the external system. For example, it may call the PUB command in Redis.
The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.
Kicker
Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.
When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.
import asyncio
 
 from taskiq.brokers.inmemory_broker import InMemoryBroker
 
@@ -135,6 +135,6 @@
 async def my_task(context: Context = TaskiqDepends()):
    await context.requeue()
 
Calling requeue or reject stops task execution and either drops the message, or puts it back to the queue.
Also, with context you'll be able to get current message that was received by the broker or even instance of a broker who received a message. This may be useful for lib developers.

-    
+    
   
 
diff --git a/guide/cli.html b/guide/cli.html
index 8ddd098..8727d67 100644
--- a/guide/cli.html
+++ b/guide/cli.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    CLI | Taskiq
-    
-    
-    
+    CLI | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
CLI
...
CLI
Core library comes with CLI program called taskiq, which is used to run different subcommands.
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.
Worker
To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:
taskiq worker mybroker:broker_var my_project.module1 my_project.module2
+    
Skip to main content
CLI
...
CLI
Core library comes with CLI program called taskiq, which is used to run different subcommands.
By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.
Worker
To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:
taskiq worker mybroker:broker_var my_project.module1 my_project.module2
 
Auto importing
Enumerating all modules with tasks is not an option sometimes. That's why taskiq can auto-discover tasks in current directory recursively.
We have two options for this:
  • --tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.
  • --fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.
Acknowledgements
The taskiq supports three types of acknowledgements:
  • when_received - task is acknowledged when it is received by the worker.
  • when_executed - task is acknowledged right after it is executed by the worker.
  • when_saved - task is acknowledged when the result of execution is saved in the result backend.
This can be configured using --ack-type parameter. For example:
taskiq worker --ack-type when_executed mybroker:broker
 
Type casts
One of features taskiq have is automatic type casts. For example you have a type-hinted task like this:
async def task(val: int) -> int:
     return val + 1
@@ -43,6 +43,6 @@
 
To enable this option simply pass the --reload or -r option to worker taskiq CLI.
Also this option supports .gitignore files. If you have such file in your directory, it won't reload worker when you modify ignored files. To disable this functionality pass --do-not-use-gitignore option.
Other parameters
  • --no-configure-logging - disables default logging configuration for workers.
  • --log-level is used to set a log level (default INFO).
  • --max-async-tasks - maximum number of simultaneously running async tasks.
  • --max-prefetch - number of tasks to be prefetched before execution. (Useful for systems with high message rates, but brokers should support acknowledgements).
  • --max-threadpool-threads - number of threads for sync function exection.
  • --no-propagate-errors - if this parameter is enabled, exceptions won't be thrown in generator dependencies.
  • --receiver - python path to custom receiver class.
  • --receiver_arg - custom args for receiver.
  • --ack-type - Type of acknowledgement. This parameter is used to set when to acknowledge the task. Possible values are when_received, when_executed, when_saved. Default is when_saved.
  • max-tasks-per-child - maximum number of tasks to be executed by a single worker process before restart.
  • --shutdown-timeout - maximum amount of time for graceful broker's shutdown in seconds.
  • --wait-tasks-timeout - if cannot read new messages from the broker or maximum number of tasks is reached, worker will wait for all current tasks to finish. This parameter sets the maximum amount of time to wait until shutdown.
Scheduler
Scheduler is used to schedule tasks as described in Scheduling tasks section.
To run it simply run
taskiq scheduler <path to scheduler> [optional module to import]...
 
For example
taskiq scheduler my_project.broker:scheduler my_project.module1 my_project.module2
 
Parameters
Path to scheduler is the only required argument.
  • --tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.
  • --fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.
  • --no-configure-logging - use this parameter if your application configures custom logging.
  • --log-level is used to set a log level (default INFO).
  • --skip-first-run - skip first run of scheduler. This option skips running tasks immediately after scheduler start.

-    
+    
   
 
diff --git a/guide/dynamic-brokers.html b/guide/dynamic-brokers.html
index f017cef..7d49aeb 100644
--- a/guide/dynamic-brokers.html
+++ b/guide/dynamic-brokers.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Dynamic Environments | Taskiq
-    
-    
-    
+    Dynamic Environments | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Dynamic Environments
...
This article is for people who want to:
  • Create brokers dynamically.
  • Register tasks, and run them inside their code.
  • Implement more complex logic.
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
To define tasks and assign them to a broker, use register_task method.
import asyncio
+    
Skip to main content
Dynamic Environments
...
This article is for people who want to:
  • Create brokers dynamically.
  • Register tasks, and run them inside their code.
  • Implement more complex logic.
Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.
To define tasks and assign them to a broker, use register_task method.
import asyncio
 
 from taskiq_redis import ListQueueBroker
 
@@ -154,6 +154,6 @@
 if __name__ == "__main__":
     asyncio.run(main())
 

-    
+    
   
 
diff --git a/guide/getting-started.html b/guide/getting-started.html
index ce3f5f7..7293cdf 100644
--- a/guide/getting-started.html
+++ b/guide/getting-started.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Getting started | Taskiq
-    
-    
-    
+    Getting started | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Getting started
...
Getting started
Installation
You can install taskiq from pypi or directly from git using pip:
pypi
pip install taskiq
+    
Skip to main content
Getting started
...
Getting started
Installation
You can install taskiq from pypi or directly from git using pip:
pypi
pip install taskiq
 
After installation of the core library, you need to find the broker that fits you. You can do it using PyPIopen in new window search.
Cool tip!
We highly recommend taskiq-aio-pikaopen in new window or taskiq-natsopen in new window as the broker and taskiq-redisopen in new window as the result backend for production use.
Running tasks
Now you need to create a python module with broker declaration. It's just a plain python file with the variable of your broker. For this particular example, I'm going to use the InMemoryBroker.
Important note
The InMemoryBroker doesn't send any data over the network, and you cannot use this broker in a real-world scenario, but it's still useful for local development if you do not want to set up a taskiq worker.
# broker.py
 from taskiq import InMemoryBroker
@@ -178,6 +178,6 @@
     await asyncio.sleep(2)
 
Cool alert
We use run_in_executoropen in new window method to run sync functions. Timeouts will raise a TimeoutException, but synchronous function may not stop from execution. This is a constraint of python.

-    
+    
   
 
diff --git a/guide/index.html b/guide/index.html
index 430ad6d..95afef5 100644
--- a/guide/index.html
+++ b/guide/index.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Introduction | Taskiq
-    
-    
-    
+    Introduction | Taskiq
+    
+    
+    
   
   
-    
Skip to main content
Introduction
...
Introduction
What is taskiq
Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.
Why not use existing libraries?
We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.
You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.
Feature nameTaskiqArqAioTasks
Actively maintained✅✅❌
Multiple broker backends✅❌✅
Multiple result backends✅❌❌
Have a rich documentation✅❌❌
Startup & Shutdown events✅✅❌
Have ability to abort tasks❌✅❌
Custom serializers✅✅❌
Dependency injection✅❌❌
Task pipelines✅✅❌
Task schedules✅✅❌
Global middlewares✅❌❌
If you have a fully synchronous project, consider using celery or dramatiq instead.

-    
+    
Skip to main content
Introduction
...
Introduction
What is taskiq
Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.
The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.
Why not use existing libraries?
We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.
You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.
Feature nameTaskiqArqAioTasks
Actively maintained✅✅❌
Multiple broker backends✅❌✅
Multiple result backends✅❌❌
Have a rich documentation✅❌❌
Startup & Shutdown events✅✅❌
Have ability to abort tasks❌✅❌
Custom serializers✅✅❌
Dependency injection✅❌❌
Task pipelines✅✅❌
Task schedules✅✅❌
Global middlewares✅❌❌
If you have a fully synchronous project, consider using celery or dramatiq instead.

+    
   
 
diff --git a/guide/message-format.html b/guide/message-format.html
index 8333205..cd51e8c 100644
--- a/guide/message-format.html
+++ b/guide/message-format.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Taskiq message format | Taskiq
-    
-    
-    
+    Taskiq message format | Taskiq
+    
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Taskiq message format
...
Taskiq message format
Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.
The default message format is:
example
{
+    
Skip to main content
Taskiq message format
...
Taskiq message format
Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.
The default message format is:
example
{
     "task_name": "my_project.module1.task",
     "args": [1, 2, 3],
     "kwargs": {"a": 1, "b": 2, "c": 3},
@@ -80,6 +80,6 @@
 
Formatters
Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.
By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement dumps and loads methods. As an example, you can take a look at the JSONFormatter from taskiq.formatters implementation.

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diff --git a/guide/scheduling-tasks.html b/guide/scheduling-tasks.html
index 5527eb9..c70cf9b 100644
--- a/guide/scheduling-tasks.html
+++ b/guide/scheduling-tasks.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Scheduling tasks | Taskiq
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Scheduling tasks
...
Scheduling tasks
Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?
from taskiq_aio_pika import AioPikaBroker
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Scheduling tasks
...
Scheduling tasks
Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.
That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.
Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?
from taskiq_aio_pika import AioPikaBroker
 
 broker = AioPikaBroker("amqp://guest:guest@localhost:5672/")
 
@@ -117,6 +117,6 @@
     await schedule.unschedule()
 
Or it can be done manually, by calling delete_schedule on schedule source providing it whith schedule_id.
    await redis_source.delete_schedule(schedule.schedule_id)
 

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diff --git a/guide/state-and-deps.html b/guide/state-and-deps.html
index c62e110..c754f74 100644
--- a/guide/state-and-deps.html
+++ b/guide/state-and-deps.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    State and Dependencies | Taskiq
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State and Dependencies
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State and Dependencies
State
The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.
This can be achieved by adding event handlers.
You can use one of these events:
  • WORKER_STARTUP
  • CLIENT_STARTUP
  • WORKER_SHUTDOWN
  • CLIENT_SHUTDOWN
Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.
This is an example of code using event handlers:
Annotated 3.10+
import asyncio
+    
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State and Dependencies
...
State and Dependencies
State
The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.
This can be achieved by adding event handlers.
You can use one of these events:
  • WORKER_STARTUP
  • CLIENT_STARTUP
  • WORKER_SHUTDOWN
  • CLIENT_SHUTDOWN
Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.
This is an example of code using event handlers:
Annotated 3.10+
import asyncio
 from typing import Annotated, Optional
 
 from redis.asyncio import ConnectionPool, Redis  # type: ignore
@@ -429,6 +429,6 @@
     await trans.commit()
 
If you don't want to propagate exceptions in dependencies, you can add --no-propagate-errors option to worker command.
taskiq worker my_file:broker --no-propagate-errors
 
In this case, no exception will ever going to be propagated to any dependency.
Generics
Taskiq supports generic dependencies. You can create a generic class that is generic over another class and takskiq will be able to resolve generics based on type annotations.
Default dependencies
By default taskiq has only two dependencies:
  • Context from taskiq.context.Context
  • TaskiqState from taskiq.state.TaskiqState
Adding first-level dependencies
You can expand default list of available dependencies for you application. Taskiq have an ability to add new first-level dependencies using brokers.
The AsyncBroker interface has a function called add_dependency_context and you can add more default dependencies to the taskiq. This may be useful for libraries if you want to add new dependencies to users.

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diff --git a/guide/testing-taskiq.html b/guide/testing-taskiq.html
index 536a675..76b853e 100644
--- a/guide/testing-taskiq.html
+++ b/guide/testing-taskiq.html
@@ -28,13 +28,13 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Testing with taskiq | Taskiq
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Testing with taskiq
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Testing with taskiq
Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.
Let's dive into examples.
Preparations
Environment setup
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
We can set an environment variable, that indicates that currently we're running in testing environment.
linux|macos
export ENVIRONMENT="pytest"
+    
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Testing with taskiq
...
Testing with taskiq
Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.
Let's dive into examples.
Preparations
Environment setup
For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.
We can set an environment variable, that indicates that currently we're running in testing environment.
linux|macos
export ENVIRONMENT="pytest"
 pytest -vv
 

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diff --git a/index.html b/index.html
index 1076656..f6db238 100644
--- a/index.html
+++ b/index.html
@@ -28,14 +28,14 @@
         document.documentElement.setAttribute("data-theme", "dark");
       }
     
-    Task manager for asyncio | Taskiq
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Skip to main content
logo
Taskiq python
Async Distributed Task Manager
Get StartedIntroduction
Production ready
Taskiq has proven that it can run in heavy production systems with high load.
Fully asynchronous
Taskiq can run both sync and async functions. You don't have to worry about it.
Easily extensible
Taskiq has a lot of replaceable components. It's super easy to implement your own broker or middleware.
Strongly typed
Taskiq provides correct autocompletion for most of its functionality.
What is taskiq in a nutshell
Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible.
It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features. Also, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.
Installation
You can install taskiq with pip or your favorite dependency manager:
pip install taskiq
 
MIT Licensed | Copyright© 2022-2023

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diff --git a/search-pro.worker.js b/search-pro.worker.js
index 0fa5c3e..87dbb6d 100644
--- a/search-pro.worker.js
+++ b/search-pro.worker.js
@@ -1,2 +1,2 @@
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manager for asyncio\"},\"1\":{\"h\":\"What is taskiq in a nutshell\",\"t\":[\"Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it's more modern and flexible.\",\"It's not a drop-in replacement for any other task manager. It has a different ecosystem of libraries and a different set of features. Also, it doesn't work for synchronous projects. You won't be able to send tasks synchronously.\"]},\"2\":{\"h\":\"Installation\",\"t\":[\"You can install taskiq with pip or your favorite dependency manager:\",\"pip install taskiq\\n\"]},\"3\":{\"h\":\"Contribution guide\",\"t\":[\"We love contributions. This guide is for all folks who want to make taskiq better together. We have several rules for contributors:\",\"Please do not add malware.\",\"Please make sure that your request solves the problem.\",\"If you struggle with something or feel frustrated, you either create an issue, create a discussions. page or publish a draft PR and ask your question in the description.\",\"We have lots of tests in CI. But since CI runs from first-time contributors should be approved, you better test locally. It just takes less time to prepare PR for merging.\"]},\"4\":{\"h\":\"Setting up environment\",\"t\":[\"We use poetry for managing dependencies. To install it, please follow the official guide in documentation.\",\"After you have cloned the taskiq repo, install dependencies using this command:\",\"poetry install \",\"It will install all required dependencies. If you want to run pytest against different python environments, please install pyenv using instructions from its readme.\",\"After pyenv is ready, you can install all python versions using this command:\",\"pyenv install \"]},\"5\":{\"h\":\"Linting\",\"t\":[\"We have pre-commit configured with all our settings. We highly recommend you to install it as a git hook using pre-commit install command.\",\"But even without installation, you can run all lints manually:\",\"pre-commit run -a \"]},\"6\":{\"h\":\"Testing\",\"t\":[\"You can run pytest without any parameters and it will do the thing.\",\"pytest \",\"If you want to speedup testings, you can run it with -n option from pytest-xdist to run tests in parallel.\",\"pytest -n 2 \",\"Also we use tox to test against different environments. You can publish a PR to run pytest with different python versions, but if you want to do it locally, just run tox command.\",\"tox \",\"Tox assumes that you've installed python versions using pyenv with command above.\"]},\"7\":{\"h\":\"Available components\",\"t\":[\"In this section, you can find a list of officially supported plugins for the taskiq.\",\"Available brokers\",\"Available middlewares\",\"Available result backends\",\"Available schedule sources\"]},\"8\":{\"h\":\"Available brokers\",\"t\":[\"In this section we'll list officially supported brokers.\"]},\"9\":{\"h\":\"InMemoryBroker\",\"t\":[\"This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.\"]},\"10\":{\"h\":\"ZeroMQBroker\",\"t\":[\"This broker uses ZMQ to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.\",\"It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed N times, where N is the total number of worker processes.\",\"Be careful!\",\"If you choose this type of broker, please run taskiq with -w 1 parameter, otherwise you may encounter undefined behavior.\",\"To run this broker please install the pyzmq lib. Or you can taskiq with zmq extra.\"]},\"11\":{\"h\":\"Async shared broker and shared tasks\",\"t\":[\"This is also a special broker. You cannot use it directly. It's used to create shared tasks. These tasks can be imported along with user defined tasks. To define a shared task please use this broker.\",\"from taskiq.brokers.shared_broker import async_shared_broker @async_shared_broker.task def my_task() -> bool: return True \",\"To kiq this task you have to options:\",\"Explicitly define broker using kicker for this kiq;\",\"Add default broker for all shared tasks.\"]},\"12\":{\"h\":\"Custom brokers\",\"t\":[\"These brokers are not parts of the core taskiq lib. You can install them as a separate packages.\",\"You can read more about parameters and abilities of these brokers in README.md of each repo.\"]},\"13\":{\"h\":\"AioPikaBroker (for RabbitMQ)\",\"t\":[\"Project link: taskiq-aio-pika.\",\"pip install taskiq-aio-pika \"]},\"14\":{\"h\":\"Redis broker\",\"t\":[\"Project link: taskiq-redis.\",\"pip install taskiq-redis \"]},\"15\":{\"h\":\"NATS broker\",\"t\":[\"Project link: taskiq-nats.\",\"pip install taskiq-nats \"]},\"16\":{\"h\":\"Available middlewares\",\"t\":[\"Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.\"]},\"17\":{\"h\":\"Simple retry middleware\",\"t\":[\"This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.\",\"To enable this middleware, add it to the list of middlewares for a broker.\",\"from taskiq import ZeroMQBroker, SimpleRetryMiddleware broker = ZeroMQBroker().with_middlewares( SimpleRetryMiddleware(default_retry_count=3), ) \",\"After that you can add a label to task that you want to restart on error.\",\" @broker.task(retry_on_error=True, max_retries=20) async def test(): raise Exception(\\\"AAAAA!\\\") \",\"retry_on_error enables retries for a task. max_retries is the maximum number of times,.\"]},\"18\":{\"h\":\"Prometheus middleware\",\"t\":[\"You can enable prometheus metrics for workers by adding PrometheusMiddleware. To do so, you need to install prometheus_client package or you can install metrics extras for taskiq.\",\"from taskiq import ZeroMQBroker, PrometheusMiddleware broker = ZeroMQBroker().with_middlewares( PrometheusMiddleware(server_addr=\\\"0.0.0.0\\\", server_port=9000), ) \",\"After that, metrics will be available at port 9000. Of course, this parameter can be configured.\\nIf you have other metrics, they'll be shown as well.\"]},\"19\":{\"h\":\"Available result backends\",\"t\":[\"Result backends are used to store execution results. This includes:\",\"return value;\",\"Execution time in seconds.\"]},\"20\":{\"h\":\"DummyResultBackend\",\"t\":[\"This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.\",\"This broker will always return None for any return_value. Please be careful.\"]},\"21\":{\"h\":\"Redis result backend\",\"t\":[\"This result backend is not part of the core taskiq library. You can install it as a separate package taskiq-redis.\",\"pip install taskiq-redis \",\"You can read more about parameters and abilities of this broker in README.md.\"]},\"22\":{\"h\":\"Available schedule sources\",\"t\":[\"These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.\"]},\"23\":{\"h\":\"RedisScheduleSource\",\"t\":[\"This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.\",\"from taskiq_redis import RedisScheduleSource from taskiq import TaskiqScheduler redis_source = RedisScheduleSource(\\\"redis://localhost:6379/0\\\") scheduler = TaskiqScheduler(broker, sources=[redis_source]) \",\"For more information on how to use dynamic schedule sources read Dynamic scheduling section.\"]},\"24\":{\"h\":\"LabelScheduleSource\",\"t\":[\"This source parses labels of tasks, and if it finds a schedule label, it considers this task as scheduled.\",\"The format of the schedule label is the following:\",\"@broker.task( schedule=[ { \\\"cron\\\": \\\"* * * * *\\\", # type: str, either cron or time shoule be specified. \\\"cron_offset\\\": None # type: str | timedelta | None, can be ommited. \\\"time\\\": None # type: datetime | None, either cron or time shoule be specified. \\\"args\\\": [], # type List[Any] | None, can be omitted. \\\"kwargs\\\": {}, # type: Dict[str, Any] | None, can be omitted. \\\"labels\\\": {}, # type: Dict[str, Any] | None, can be omitted. } ] ) async def my_task(): ... \",\"Parameters:\",\"cron - crontab string when to run the task.\",\"cron_offset - timezone offset for cron values. Explained here\",\"time - specific time when send the task.\",\"args - args to use, when invoking the task.\",\"kwargs - key-word arguments to use when invoking the task.\",\"labels - additional labels to use when invoking the task.\",\"To enable this source, just add it to the list of sources:\",\"from taskiq.scheduler import TaskiqScheduler from taskiq.schedule_sources import LabelScheduleSource broker = ... scheduler = TaskiqScheduler( broker=broker, sources=[LabelScheduleSource(broker)], ) \",\"Cool notice!\",\"In order to resolve all labels correctly, don't forget to import\\nall task modules using CLI interface.\"]},\"25\":{\"h\":\"Extending taskiq\",\"t\":[\"Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.\",\"All abstract classes can be found in taskiq.abc package.\"]},\"26\":{\"h\":\"Contents:\",\"t\":[\"Brokers\",\"Middlewares\",\"Result backends\",\"CLI\",\"Schedule sources\"]},\"27\":{\"h\":\"Brokers\",\"t\":[\"To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.\",\"Here is a template for new brokers:\",\"from typing import AsyncGenerator, Union from taskiq import AckableMessage, AsyncBroker, BrokerMessage class MyBroker(AsyncBroker): def __init__(self) -> None: # Please call this super method to set default values to # many different fields. super().__init__() async def startup(self) -> None: # Here you can do some startup magic. # Like opening a connection. return await super().startup() async def shutdown(self) -> None: # Here you can perform shutdown operations. # Like closing connections. return await super().shutdown() async def kick(self, message: BrokerMessage) -> None: # Send a message.message. pass async def listen(self) -> AsyncGenerator[Union[bytes, AckableMessage], None]: while True: # Get new message. new_message: bytes = ... # type: ignore # Yield it! yield new_message \",\"The kick method takes a BrokerMessage as a parameter. The BrokerMessage class is a handy helper class for brokers. You can use information from the BrokerMessage to alter the delivery method.\",\"\\\"cool warning!\\\"\",\"As a broker developer, please send only raw bytes from the message field of a BrokerMessage if possible. Serializing it to the string may result in a problem if message bytes are not utf-8 compatible.\"]},\"28\":{\"h\":\"Acknowledgement\",\"t\":[\"The listen method should yield raw bytes of a message. But if your broker supports acking or rejecting messages, the broker should return taskiq.AckableMessage with required fields.\",\"For example:\",\" async def listen(self) -> AsyncGenerator[AckableMessage, None]: for message in self.my_channel: yield AckableMessage( data=message.bytes, # Ack is a function that takes no parameters. # So you either set here method of a message, # or you can make a closure. ack=message.ack # Can be set to None if broker doesn't support it. reject=message.reject ) \"]},\"29\":{\"h\":\"Conventions\",\"t\":[\"For brokers, we have several conventions. It's good if your broker implements them. These rules are optional, and it's ok if your broker doesn't implement them.\",\"If the message has the delay label with int or float number, this task's execution must be delayed with the same number of seconds as in the delay label.\",\"If the message has the priority label, this message must be sent with priority. Tasks with\\nhigher priorities are executed sooner.\"]},\"30\":{\"h\":\"CLI\",\"t\":[\"You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.\",\"At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.\",\"from argparse import ArgumentParser from typing import Sequence from taskiq.abc.cmd import TaskiqCMD class MyCommand(TaskiqCMD): short_help = \\\"Demo command\\\" def exec(self, args: Sequence[str]) -> None: parser = ArgumentParser() parser.add_argument( \\\"--test\\\", dest=\\\"test\\\", default=\\\"default\\\", help=\\\"My test parameter.\\\", ) parsed = parser.parse_args(args) print(parsed) \",\"In the exec method, you should parse incoming arguments. But since all CLI arguments to taskiq are shifted you can ignore the args parameter.\",\"Also, you can use your favorite tool to build CLI, like click or typer.\",\"After you have such class, you need to add entrypoint that points to that class.\",\"You can read more about entry points in python documentation. The subcommand name is the same as the name of the entry point you've created.\",\"$ taskiq demo --help usage: demo [-h] [--test TEST] optional arguments: -h, --help show this help message and exit --test TEST My test parameter. \",\"$ taskiq demo --test aaa Namespace(test='aaa') \"]},\"31\":{\"h\":\"Middlewares\",\"t\":[\"Middlewares are super helpful. You can inject some code before or after task's execution.\",\"Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract class. Every method of a middleware can be either sync or async. Taskiq will execute it as you expect.\",\"For example:\",\"Also, middlewares always have reference to the current broker in self.broker field. If you want to kick a message during the execution of some middleware hooks, you may use self.broker to do so.\",\"Taskiq-pipelines uses middlewares to\\ncall next tasks.\"]},\"32\":{\"h\":\"Result backend\",\"t\":[\"Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.\",\"Here's a minimal example of a result backend:\",\"from typing import TypeVar from taskiq import TaskiqResult from taskiq.abc.result_backend import AsyncResultBackend _ReturnType = TypeVar(\\\"_ReturnType\\\") class MyResultBackend(AsyncResultBackend[_ReturnType]): async def startup(self) -> None: \\\"\\\"\\\"Do something when starting broker.\\\"\\\"\\\" async def shutdown(self) -> None: \\\"\\\"\\\"Do something on shutdown.\\\"\\\"\\\" async def set_result( self, task_id: str, result: TaskiqResult[_ReturnType], ) -> None: \\\"\\\"\\\" Set result in your backend. :param task_id: current task id. :param result: result of execution. \\\"\\\"\\\" async def get_result( self, task_id: str, with_logs: bool = False, ) -> TaskiqResult[_ReturnType]: \\\"\\\"\\\" Here you must retrieve result by id. Logs is a part of a result. Here we have a parameter whether you want to fetch result with logs or not, because logs can have a lot of info and sometimes it's critical to get only needed information. :param task_id: id of a task. :param with_logs: whether to fetch logs. :return: result. \\\"\\\"\\\" return ... # type: ignore async def is_result_ready( self, task_id: str, ) -> bool: \\\"\\\"\\\" Check if result exists. This function must check whether result is available in your result backend without fetching the result. :param task_id: id of a task. :return: True if result is ready. \\\"\\\"\\\" return ... # type: ignore \",\"Cool tip!\",\"It's a good practice to skip fetching logs from the storage unless with_logs=True is explicitly specified.\",\"Important note!\",\"with_logs param is now deprecated. It will be removed in future releases.\"]},\"33\":{\"h\":\"Schedule source\",\"t\":[\"Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.\",\"Here's a minimal example of a schedule source:\",\"from typing import List from taskiq import ScheduledTask, ScheduleSource class MyScheduleSource(ScheduleSource): async def startup(self) -> None: \\\"\\\"\\\"Do something when starting broker.\\\"\\\"\\\" async def shutdown(self) -> None: \\\"\\\"\\\"Do something on shutdown.\\\"\\\"\\\" async def get_schedules(self) -> List[\\\"ScheduledTask\\\"]: # Here you must return list of scheduled tasks from your source. return [ ScheduledTask( task_name=\\\"\\\", labels={}, args=[], kwargs={}, cron=\\\"* * * * *\\\", ), ] # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def add_schedule(self, schedule: \\\"ScheduledTask\\\") -> None: print(\\\"New schedule added:\\\", schedule) # This method is completely optional, but if you want to support # schedule cancelation, you must implement it. async def delete_schedule(self, schedule_id: str) -> None: print(\\\"Deleting schedule:\\\", schedule_id) # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def pre_send(self, task: \\\"ScheduledTask\\\") -> None: \\\"\\\"\\\" Actions to execute before task will be sent to broker. This method may raise ScheduledTaskCancelledError. This cancels the task execution. :param task: task that will be sent \\\"\\\"\\\" # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def post_send(self, task: \\\"ScheduledTask\\\") -> None: \\\"\\\"\\\" Actions to execute after task was sent to broker. :param task: task that just have sent \\\"\\\"\\\" \",\"You can implement a schedule source that write schedules in the database and have delayed tasks in runtime.\"]},\"34\":{\"h\":\"Framework integrations\",\"t\":[\"Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!\",\"Integrations with frameworks add two things:\",\"Startup and Shutdown events;\",\"Dependencies to use in your handler.\"]},\"35\":{\"h\":\"Taskiq + FastStream\",\"t\":[\"FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.\",\"If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.\",\"Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.\",\"To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:\",\"pip install \\\"taskiq-faststream\\\" \",\"And you can use it like this:\",\"from faststream import FastStream from faststream.kafka import KafkaBroker from taskiq_faststream import BrokerWrapper broker = KafkaBroker(\\\"localhost:9092\\\") app = FastStream(broker) taskiq_broker = BrokerWrapper(broker) \",\"You can read more about scheduling tasks for FastStream in the FastStream documentation.\"]},\"36\":{\"h\":\"Taskiq + Aiogram\",\"t\":[\"Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram.\",\"This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.\",\"This integration adds three main dependencies which you can use in your taskiq functions:\",\"aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.\",\"aiogram.Dispatcher - current dispatcher instance.\",\"List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.\",\"To enable the integration, please install the taskiq-aiogram library:\",\"pip install \\\"taskiq-aiogram\\\" \",\"After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:\",\"import asyncio import taskiq_aiogram from aiogram import Bot from taskiq import TaskiqDepends from taskiq_redis import ListQueueBroker broker = ListQueueBroker(\\\"redis://localhost\\\") # This line is going to initialize everything. taskiq_aiogram.init( broker, # This is path to the dispatcher. \\\"bot:dp\\\", # This is path to the bot instance. \\\"bot:bot\\\", # You can specify more bots here. ) @broker.task(task_name=\\\"my_task\\\") async def my_task(chat_id: int, bot: Bot = TaskiqDepends()) -> None: print(\\\"I'm a task\\\") await asyncio.sleep(4) await bot.send_message(chat_id, \\\"task completed\\\") \",\"Let's see how to use this integration.\",\"import asyncio import logging import sys from aiogram import Bot, Dispatcher, types from aiogram.filters import Command from tkq import broker, my_task dp = Dispatcher() bot = Bot(token=\\\"TOKEN\\\") # Taskiq calls this function when starting the worker. @dp.startup() async def setup_taskiq(bot: Bot, *_args, **_kwargs): # Here we check if it's a clien-side, # Becuase otherwise you're going to # create infinite loop of startup events. if not broker.is_worker_process: logging.info(\\\"Setting up taskiq\\\") await broker.startup() # Taskiq calls this function when shutting down the worker. @dp.shutdown() async def shutdown_taskiq(bot: Bot, *_args, **_kwargs): if not broker.is_worker_process: logging.info(\\\"Shutting down taskiq\\\") await broker.shutdown() ## Simple command to handle @dp.message(Command(\\\"task\\\")) async def message(message: types.Message): await my_task.kiq(message.chat.id) ## Main function that starts the bot. async def main(): await dp.start_polling(bot) if __name__ == \\\"__main__\\\": logging.basicConfig(level=logging.INFO, stream=sys.stdout) asyncio.run(main()) \",\"That's it. Now you can easily call tasks from your bots and access bots from within your tasks.\"]},\"37\":{\"h\":\"Taskiq + AioHTTP\",\"t\":[\"AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.\",\"We created a library aiohttp-deps to add FastAPI-like dependency injection in AioHTTP.\",\"To install it, simply run:\",\"pip install \\\"aiohttp-deps\\\" \",\"After the installation, please add startup event to your application to initialize dependencies context.\",\"from aiohttp import web import aiohttp_deps app = web.Application() # This startup event makes all the magic happen. # It parses current handlers and create dependency graphs for them. app.on_startup.append(aiohttp_deps.init) web.run_app(app) \",\"You can read more about dependency injection and available dependencies in the project's README.md.\"]},\"38\":{\"h\":\"Adding taskiq integration\",\"t\":[\"We highly recommend using aiohttp with aiohttp-deps because it allows us to reuse the same dependencies for your handlers and tasks. First of all, you should install the taskiq-aiohttp library.\",\"pip install \\\"taskiq-aiohttp\\\" \",\"After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:\",\"import taskiq_aiohttp broker = MyBroker() # The second argument is a path to web.Application variable. # Also you can provide here a factory function that takes no # arguments and returns an application. This function can be async. taskiq_aiohttp.init(broker, \\\"my_project.main:app\\\") \",\"From this point, you'll be able to reuse the same dependencies as with aiohttp-deps. Let's take a look at this function:\",\"In this example, we depend on the current application. We can use its state in a current task or any other dependency. We can take db_pool from your application's state, which is the same pool, as the one you've created on AiohTTP's startup. But this application is only a mock of your application. It has correct types and all your variables that you filled on startup, but it doesn't handle any request. This integration adds two main dependencies:\",\"web.Application - current application.\",\"web.Request - mocked request. This request only exists to be able to use the same dependencies.\",\"You can find more detailed examples in the examples repo.\"]},\"39\":{\"h\":\"Testing\",\"t\":[\"Writing tests for AioHTTP with taskiq is as easy as writing tests for the aiohttp application. The only difference is that, if you want to use InMemoryBroker, then you need to add context for dependency injection. It's easier to call populate_context when creating a test_client fixture.\",\"import taskiq_aiohttp @pytest.fixture async def test_client( app: web.Application, ) -> AsyncGenerator[TestClient, None]: \\\"\\\"\\\" Create a test client. This function creates a TestServer and a test client for the application. Also this fixture populates context with needed variables. :param app: current application. :yield: ready to use client. \\\"\\\"\\\" loop = asyncio.get_running_loop() server = TestServer(app) client = TestClient(server, loop=loop) await client.start_server() # This is important part. # Since InMemoryBroker doesn't # run as a worker process, we have to populate # broker's context by hand. taskiq_aiohttp.populate_context( broker=broker, server=server.runner.server, app=app, loop=loop, ) yield client broker.custom_dependency_context = {} await client.close() \"]},\"40\":{\"h\":\"Taskiq + FastAPI\",\"t\":[\"FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:\",\"It's easy to use;\",\"Cool dependency injection.\",\"In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library \\\"taskiq-fastapi\\\" to make integration with FastAPI as smooth as possible.\",\"Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.\",\"from taskiq import ZeroMQBroker import taskiq_fastapi broker = ZeroMQBroker() taskiq_fastapi.init(broker, \\\"my_package.application:app\\\") \",\"There are two rules to make everything work as you expect:\",\"Add TaskiqDepends as a default value for every parameter with Request or HTTPConnection types in base dependencies. Or if you use Annotated, please annotate these types with TaskiqDepends.\",\"Use only TaskiqDepends in tasks.\",\"Cool and important note!\",\"The Request or HTTPConnection that you'll get injected in your task is not the same request or connection you have had in your handler when you were sending the task!\",\"Many fastapi dependency functions depend on fastapi.Request. We provide a mocked request to such dependencies. But taskiq cannot resolve dependencies until you explicitly specify that this parameter must be injected.\",\"As an example. If you previously had a dependency like this:\",\"from fastapi import Request from typing import Any def get_redis_pool(request: Request) -> Any: return request.app.state.redis_pool \",\"To make it resolvable in taskiq, people should mark default fastapi dependencies (such as Request and HTTPConnection) with TaskiqDepends. Like this:\",\"Also you want to call startup of your brokers somewhere.\",\"from fastapi import FastAPI from your_project.taskiq import broker app = FastAPI() @app.on_event(\\\"startup\\\") async def app_startup(): if not broker.is_worker_process: await broker.startup() @app.on_event(\\\"shutdown\\\") async def app_shutdown(): if not broker.is_worker_process: await broker.shutdown() \",\"And that's it. Now you can use your taskiq tasks with functions and classes that depend on FastAPI dependenices. You can find bigger examples in the examples repo.\"]},\"41\":{\"h\":\"Testing\",\"t\":[\"Testing is no different from general testing advice from articles about testing. But if you use InMemoryBroker in your tests, you need to provide it with a custom dependency context because it doesn't run as a worker process.\",\"Let's imagine that you have a fixture of your application. It returns a new fastapi application to use in tests.\",\" @pytest.fixture def fastapi_app() -> FastAPI: return get_app() \",\"Right after this fixture, we define another one.\",\"import taskiq_fastapi @pytest.fixture(autouse=True) def init_taskiq_deps(fastapi_app: FastAPI): # This is important part. Here we add dependency context, # this thing helps in resolving dependencies for tasks # for inmemory broker. taskiq_fastapi.populate_dependency_context(broker, fastapi_app) yield broker.custom_dependency_context = {} \",\"This fixture has autouse flag, which means it would run on every test automatically.\"]},\"42\":{\"h\":\"Introduction\"},\"43\":{\"h\":\"What is taskiq\",\"t\":[\"Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.\",\"The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.\"]},\"44\":{\"h\":\"Why not use existing libraries?\",\"t\":[\"We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.\",\"You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.\",\"Feature name\",\"Taskiq\",\"Arq\",\"AioTasks\",\"Actively maintained\",\"✅\",\"✅\",\"❌\",\"Multiple broker backends\",\"✅\",\"❌\",\"✅\",\"Multiple result backends\",\"✅\",\"❌\",\"❌\",\"Have a rich documentation\",\"✅\",\"❌\",\"❌\",\"Startup & Shutdown events\",\"✅\",\"✅\",\"❌\",\"Have ability to abort tasks\",\"❌\",\"✅\",\"❌\",\"Custom serializers\",\"✅\",\"✅\",\"❌\",\"Dependency injection\",\"✅\",\"❌\",\"❌\",\"Task pipelines\",\"✅\",\"✅\",\"❌\",\"Task schedules\",\"✅\",\"✅\",\"❌\",\"Global middlewares\",\"✅\",\"❌\",\"❌\",\"If you have a fully synchronous project, consider using celery or dramatiq instead.\"]},\"45\":{\"h\":\"Architecture overview\",\"t\":[\"Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.\",\"On the sequence diagram it looks like this:\",\"Cool tip!\",\"If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.\",\"Let's discuss every component.\"]},\"46\":{\"h\":\"Broker\",\"t\":[\"Brokers are the most critical element of the taskiq. Every broker must implement the AsyncBroker abstract class from taskiq.abc.broker to make things work.\",\"AsyncBroker class has two main methods to implement:\",\"kick\",\"listen\",\"The kick method puts the message in the external system. For example, it may call the PUB command in Redis.\",\"The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.\"]},\"47\":{\"h\":\"Kicker\",\"t\":[\"Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.\",\"When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.\",\"import asyncio from taskiq.brokers.inmemory_broker import InMemoryBroker broker = InMemoryBroker() second_broker = InMemoryBroker() @broker.task async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): # This task was initially assigned to broker, # but this time it is going to be sent using # the second broker with additional label `delay=1`. task = await my_async_task.kicker().with_broker(second_broker).with_labels(delay=1).kiq() print(await task.get_result()) asyncio.run(main()) \"]},\"48\":{\"h\":\"Messages\",\"t\":[\"Every message has labels. You can define labels using task decorator, or you can add them using kicker.\",\"For example:\",\" @broker.task(my_label=1, label2=\\\"something\\\") async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): await my_async_task.kiq() \",\"It's equivalent to this\",\" @broker.task async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): await my_async_task.kicker().with_labels( my_label=1, label2=\\\"something\\\", ).kiq() \",\"Also you can assign custom task names using decorator. This is useful to be sure that task names are unique and resolved correctly. Also it may be useful to balance message routing in some brokers.\",\"for example:\",\"@broker.task(task_name=\\\"my_tasks.add_one\\\", label1=1) async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") \"]},\"49\":{\"h\":\"Result backend\",\"t\":[\"Result backend is used to store and get results of the execution. Results have type TaskiqResult from taskiq.result.\",\"Every ResultBackend must implement AsyncResultBackend from taskiq.abc.result_backend. By default, brokers use DummyResultBackend. It doesn't do anything and cannot be used in real-world scenarios. But some brokers can override it. For example InMemoryBroker by default uses InMemoryResultBackend and returns correct results.\"]},\"50\":{\"h\":\"Workers\",\"t\":[\"Taskiq has a command line interface to run workers. It's simple to get it to work.\",\"You have to provide a path to your broker. As an example, if you want to start listening to new tasks with a broker that is stored in a variable my broker in the module my_project.broker run this in your terminal:\",\"taskiq worker my_project.broker:mybroker \",\"taskiq can discover task modules to import automatically, if you add the -fsd (file system discover) option.\",\"Let's assume we have project with the following structure:\",\"test_project ├── broker.py ├── submodule │ └── tasks.py └── utils └── tasks.py \",\"You can specify all tasks modules to import manually.\",\"taskiq worker test_project.broker:broker test_project.submodule.tasks test_project.utils.tasks \",\"Or you can let taskiq find all python modules named tasks in current directory recursively.\",\"taskiq worker test_project.broker:broker -fsd \",\"If you have uvloop installed, taskiq will automatically install new policies to event loop. You can get more info about the CLI in the CLI section.\",\"Cool info\",\"By default we start two processes, if you want to change this value, please take a look at --help.\"]},\"51\":{\"h\":\"Middlewares\",\"t\":[\"Middlewares are used to modify message, or take some actions before or after task is complete.\",\"You can write your own middlewares by subclassing the taskiq.abc.middleware.TaskiqMiddleware.\",\"Every hook can be sync or async. Taskiq will execute it.\",\"For example, this is a valid middleware.\",\"import asyncio from taskiq.abc.middleware import TaskiqMiddleware from taskiq.message import TaskiqMessage class MyMiddleware(TaskiqMiddleware): async def pre_send(self, message: \\\"TaskiqMessage\\\") -> TaskiqMessage: await asyncio.sleep(1) message.labels[\\\"my_label\\\"] = \\\"my_value\\\" return message def post_send(self, message: \\\"TaskiqMessage\\\") -> None: print(f\\\"Message {message} was sent.\\\") \",\"Here are methods you can implement in the order they are executed:\",\"pre_send - executed on the client side before the message is sent. Here you can modify the message.\",\"post_send - executed right after the message was sent.\",\"pre_execute - executed on the worker side after the message was received by a worker and before its execution.\",\"on_error - executed after the task was executed if the exception was found.\",\"post_execute - executed after the message was executed.\",\"post_save - executed after the result was saved in the result backend.\",\"You can use sync or async hooks without changing anything, but adding async to the hook signature.\",\"important note\",\"If exception happens in middlewares it won't be caught. Please ensure that you have try\\\\except for all edge cases of your middleware.\",\"Middlewares can store information in message.labels for later use. For example SimpleRetryMiddleware uses labels to remember number of failed attempts.\"]},\"52\":{\"h\":\"Context\",\"t\":[\"Context is a useful class with some additional functions. You can use context to get broker that runs this task, from inside of the task.\",\"Or it has ability to control the flow of execution. Here's example of how to get the context.\",\"Also through contexts you can reject or requeue a task. It's easy as this:\",\"Calling requeue or reject stops task execution and either drops the message, or puts it back to the queue.\",\"Also, with context you'll be able to get current message that was received by the broker\\nor even instance of a broker who received a message. This may be useful for lib developers.\"]},\"53\":{\"h\":\"CLI\",\"t\":[\"Core library comes with CLI program called taskiq, which is used to run different subcommands.\",\"By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.\"]},\"54\":{\"h\":\"Worker\",\"t\":[\"To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:\",\"taskiq worker mybroker:broker_var my_project.module1 my_project.module2 \"]},\"55\":{\"h\":\"Auto importing\",\"t\":[\"Enumerating all modules with tasks is not an option sometimes. That's why taskiq can auto-discover tasks in current directory recursively.\",\"We have two options for this:\",\"--tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.\",\"--fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.\"]},\"56\":{\"h\":\"Acknowledgements\",\"t\":[\"The taskiq supports three types of acknowledgements:\",\"when_received - task is acknowledged when it is received by the worker.\",\"when_executed - task is acknowledged right after it is executed by the worker.\",\"when_saved - task is acknowledged when the result of execution is saved in the result backend.\",\"This can be configured using --ack-type parameter. For example:\",\"taskiq worker --ack-type when_executed mybroker:broker \"]},\"57\":{\"h\":\"Type casts\",\"t\":[\"One of features taskiq have is automatic type casts. For example you have a type-hinted task like this:\",\"async def task(val: int) -> int: return val + 1 \",\"If you'll call task.kiq(\\\"2\\\") you'll get 3 as the returned value. Because we parse signatures of tasks and cast incoming parameters to target types. If type-cast fails you won't throw any error. It just leave the value as is. That functionality allows you to use pydantic models, or dataclasses as the input parameters.\",\"To disable this pass the --no-parse option to the taskiq.\"]},\"58\":{\"h\":\"Hot reload\",\"t\":[\"This is annoying to restart workers every time you modify tasks. That's why taskiq supports hot-reload. Reload is unavailable by default. To enable this feature install taskiq with reload extra.\",\"To enable this option simply pass the --reload or -r option to worker taskiq CLI.\",\"Also this option supports .gitignore files. If you have such file in your directory, it won't reload worker when you modify ignored files. To disable this functionality pass --do-not-use-gitignore option.\"]},\"59\":{\"h\":\"Other parameters\",\"t\":[\"--no-configure-logging - disables default logging configuration for workers.\",\"--log-level is used to set a log level (default INFO).\",\"--max-async-tasks - maximum number of simultaneously running async tasks.\",\"--max-prefetch - number of tasks to be prefetched before execution. (Useful for systems with high message rates, but brokers should support acknowledgements).\",\"--max-threadpool-threads - number of threads for sync function exection.\",\"--no-propagate-errors - if this parameter is enabled, exceptions won't be thrown in generator dependencies.\",\"--receiver - python path to custom receiver class.\",\"--receiver_arg - custom args for receiver.\",\"--ack-type - Type of acknowledgement. This parameter is used to set when to acknowledge the task. Possible values are when_received, when_executed, when_saved. Default is when_saved.\",\"max-tasks-per-child - maximum number of tasks to be executed by a single worker process before restart.\",\"--shutdown-timeout - maximum amount of time for graceful broker's shutdown in seconds.\",\"--wait-tasks-timeout - if cannot read new messages from the broker or maximum number of tasks is reached, worker will wait for all current tasks to finish. This parameter sets the maximum amount of time to wait until shutdown.\"]},\"60\":{\"h\":\"Scheduler\",\"t\":[\"Scheduler is used to schedule tasks as described in Scheduling tasks section.\",\"To run it simply run\",\"taskiq scheduler  [optional module to import]... \",\"For example\",\"taskiq scheduler my_project.broker:scheduler my_project.module1 my_project.module2 \"]},\"61\":{\"h\":\"Parameters\",\"t\":[\"Path to scheduler is the only required argument.\",\"--tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.\",\"--fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.\",\"--no-configure-logging - use this parameter if your application configures custom logging.\",\"--log-level is used to set a log level (default INFO).\",\"--skip-first-run - skip first run of scheduler. This option skips running tasks immediately after scheduler start.\"]},\"62\":{\"h\":\"Dynamic Environments\",\"t\":[\"This article is for people who want to:\",\"Create brokers dynamically.\",\"Register tasks, and run them inside their code.\",\"Implement more complex logic.\",\"Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.\",\"To define tasks and assign them to a broker, use register_task method.\",\"import asyncio from taskiq_redis import ListQueueBroker async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") await dyn_broker.startup() # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", ) # now we can send it. await dyn_task.kiq(x=1) await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"In this example, the task is defined using a lambda within the main function. As the lambda is not visible outside of the main function scope, the task is not executable by taskiq worker command.\",\"To overcome this issue, you can:\",\"Create a dynamic worker task within the current event loop.\",\"Implement your own broker listener with the information about all of your tasks.\",\"Here's an example of a dynamic worker task creation:\",\"import asyncio from taskiq_redis import ListQueueBroker from taskiq.api import run_receiver_task async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") await dyn_broker.startup() worker_task = asyncio.create_task(run_receiver_task(dyn_broker)) # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", ) # Now we can send it. await dyn_task.kiq(x=1) await asyncio.sleep(2) worker_task.cancel() try: await worker_task except asyncio.CancelledError: print(\\\"Worker successfully exited.\\\") await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"In this example, a named dynamic lambda task is created and registered in a broker, similar to the previous example. The difference is the creation of a new receiver coroutine for the worker task. It will listen to the new messages and execute them. The worker task will be executed in the current event loop. After exiting the scope, the worker task will get cancelled. For illustration purposes it is cancelled explicitly.\",\"It's possible to run a scheduler in the current event loop as well:\",\"import asyncio import datetime from taskiq_redis import ListQueueBroker from taskiq import TaskiqScheduler from taskiq.api import run_receiver_task, run_scheduler_task from taskiq.schedule_sources import LabelScheduleSource async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") dyn_scheduler = TaskiqScheduler(dyn_broker, [LabelScheduleSource(dyn_broker)]) await dyn_broker.startup() # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", # We add a schedule when to run task. schedule=[ { # Here we also can specify cron instead of time. \\\"time\\\": datetime.datetime.utcnow() + datetime.timedelta(seconds=2), \\\"args\\\": [22], }, ], ) # We create scheduler after the task declaration, # so we don't have to wait a minute before it gets to the task. # However, defining a scheduler before the task declaration is also possible. # But we have to wait till it gets to task execution for the second time. worker_task = asyncio.create_task(run_receiver_task(dyn_broker)) scheduler_task = asyncio.create_task(run_scheduler_task(dyn_scheduler)) # We still able to send the task. await dyn_task.kiq(x=1) await asyncio.sleep(10) worker_task.cancel() try: await worker_task except asyncio.CancelledError: print(\\\"Worker successfully exited.\\\") scheduler_task.cancel() try: await scheduler_task except asyncio.CancelledError: print(\\\"Scheduler successfully exited.\\\") await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \"]},\"63\":{\"h\":\"Getting started\"},\"64\":{\"h\":\"Installation\",\"t\":[\"You can install taskiq from pypi or directly from git using pip:\",\"After installation of the core library, you need to find the broker that fits you. You can do it using PyPI search.\",\"Cool tip!\",\"We highly recommend taskiq-aio-pika or taskiq-nats as the broker and taskiq-redis as the result backend for production use.\"]},\"65\":{\"h\":\"Running tasks\",\"t\":[\"Now you need to create a python module with broker declaration. It's just a plain python file with the variable of your broker. For this particular example, I'm going to use the InMemoryBroker.\",\"Important note\",\"The InMemoryBroker doesn't send any data over the network, and you cannot use this broker in a real-world scenario, but it's still useful for local development if you do not want to set up a taskiq worker.\",\"# broker.py from taskiq import InMemoryBroker broker = InMemoryBroker() \",\"And that's it. Now let's add some tasks and the main function. You can add tasks in separate modules. You can find more information about that further. Also, we call the startup method at the beginning of the main function.\",\"# broker.py import asyncio from taskiq import InMemoryBroker broker = InMemoryBroker() @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: # Never forget to call startup in the beginning. await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Cool warning!\",\"Calling the startup method is necessary. If you don't call it, you may get an undefined behaviour.\",\"If you run this code, you will get this in your terminal:\",\"❯ python mybroker.py Task execution took: 7.3909759521484375e-06 seconds. Returned value: 2 \",\"Ok, the code of the task execution is a little bit fancier than an ordinary function call, but it's still relatively simple to understand. To send a task to the broker, you need to call the .kiq method on the function, it returns the TaskiqTask object that can check whether the result is ready or not. Also it has methods to wait for the result to become available.\",\"You can get more information about taskiq types, CLI and internal structure in the \\\"Architecture overview\\\" section.\"]},\"66\":{\"h\":\"Distributed run\",\"t\":[\"Now let's change InMemoryBroker to some distributed broker instead. In this example we are going to use broker that works with rabbitMQ.\",\"At first we must install the taskiq-aio-pika lib.\",\"pip install taskiq-aio-pika \",\"After the installation, replace the broker we defined earlier with the broker from the taskiq-aio-pika.\",\"from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker('amqp://guest:guest@localhost:5672') \",\"Also, AioPika broker requires to call startup before using it. Add this line at the beginning of the main function.\",\"await broker.startup() \",\"That's all you need to do.\",\"Complete code\",\"# broker.py import asyncio from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672\\\") @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Let's run the worker process. First of all, we need rabbitMQ up and running. I highly recommend you use docker.\",\"Now we need to start worker process by running taskiq cli command. You can get more info about the CLI in the CLI section.\",\"taskiq worker broker:broker \",\"After the worker is up, we can run our script as an ordinary python file and see how the worker executes tasks.\",\"$ python broker.py Task execution took: 0.0 seconds. Returned value: None \",\"But the printed result value is not correct. That happens because we didn't provide any result backend that can store results of task execution. To store results, we can use the taskiq-redis library.\",\"pip install taskiq-redis \",\"After the installation, add a new result backend to the broker.\",\"from taskiq_redis import RedisAsyncResultBackend broker = AioPikaBroker( \\\"amqp://guest:guest@localhost:5672\\\", ).with_result_backend(RedisAsyncResultBackend(\\\"redis://localhost\\\")) \",\"Now we need to start redis.\",\"Complete code\",\"# broker.py import asyncio from taskiq_aio_pika import AioPikaBroker from taskiq_redis import RedisAsyncResultBackend broker = AioPikaBroker( \\\"amqp://guest:guest@localhost:5672\\\", ).with_result_backend(RedisAsyncResultBackend(\\\"redis://localhost\\\")) @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Let's run taskiq once again. The command is the same.\",\"taskiq worker broker:broker \",\"Now, if we run this file with python, we can get the correct results with a valid execution time.\",\"$ python broker.py Task execution took: 1.0013580322265625e-05 seconds. Returned value: 2 \",\"Continue reading to get more information about taskiq internals.\"]},\"67\":{\"h\":\"Timeouts\",\"t\":[\"If you want to restrict amount of time you want to run task, just add timeout label to the task.\",\"You can do it either with decorator or when calling the task.\",\"Cool alert\",\"We use run_in_executor method to run sync functions. Timeouts will raise a TimeoutException, but\\nsynchronous function may not stop from execution. This is a constraint of python.\"]},\"68\":{\"h\":\"Taskiq message format\",\"t\":[\"Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.\",\"The default message format is:\",\"But this can be easily changed by creating your own implementation of the TaskiqFormatter class or TaskiqSerializer class.\"]},\"69\":{\"h\":\"Serializers\",\"t\":[\"Serializers define the format of the message but not the structure. For example, if you want to use msgpack or ORJson to serialize your message, you should update the serializer of your broker.\",\"Be default, Taskiq uses JSON serializer. But we also have some implementations of other serializers:\",\"ORJSONSerializer - faster JSON implementation. Also, it supports datetime and UUID serialization.\",\"MSGPackSerializer - MsgPack format serializer. It might be useful to send less data over the network.\",\"CBORSerializer - CBOR format serializer. It is also has a smaller size than JSON.\",\"To define your own serializer, you have to subclass the TaskiqSerializer class and implement dumpb and loadb methods. You can take a look at the existing implementations from the taskiq.serializers module.\",\"To install taskiq with libraries for non-JSON serializers, you should install taskiq with extras.\"]},\"70\":{\"h\":\"Formatters\",\"t\":[\"Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.\",\"By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement dumps and loads methods.\\nAs an example, you can take a look at the JSONFormatter from taskiq.formatters implementation.\"]},\"71\":{\"h\":\"Scheduling tasks\",\"t\":[\"Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.\",\"That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.\",\"Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?\",\"from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672/\\\") @broker.task async def heavy_task(value: int) -> int: return value + 1 \",\"Of course we can implement loop like this:\",\" while True: await heavy_task.kiq(1) await asyncio.sleep(timedelta(minutes=5).total_seconds) \",\"But if you have many schedules it may be a little painful to implement. So let me introduce you the TaskiqScheduler. Let's add scheduler to our module.\",\"from taskiq_aio_pika import AioPikaBroker from taskiq.schedule_sources import LabelScheduleSource from taskiq import TaskiqScheduler broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672/\\\") scheduler = TaskiqScheduler( broker=broker, sources=[LabelScheduleSource(broker)], ) @broker.task(schedule=[{\\\"cron\\\": \\\"*/5 * * * *\\\", \\\"args\\\": [1]}]) async def heavy_task(value: int) -> int: return value + 1 \",\"That's it.\",\"Now we need to start our scheduler with the taskiq scheduler command. Like this:\",\"taskiq scheduler module:scheduler \",\"Be careful!\",\"Please always run only one instance of the scheduler! If you run more than one scheduler at a time, please be careful since it may execute one task N times, where N is the number of running scheduler instances.\",\"This command will import the scheduler you defined and start sending tasks to your broker.\",\"Cool tip!\",\"The scheduler doesn't execute tasks. It only sends them.\",\"You can check list of available schedule sources in the Available schedule sources section.\"]},\"72\":{\"h\":\"Multiple sources\",\"t\":[\"Sometimes you may want to use multiple sources to assemble a schedule for tasks. The TaskiqScheduler can do so. But it's obvious how to merge schedules from different sources.\",\"That's why you can pass a custom merge function to resolve all possible conflicts or if you want to have more complex logic aside from sources. For example, filter out some task schedules.\",\"Currently we have only two default functions to merge tasks. You can find them in the taskiq.scheduler.merge_functions module.\",\"preserve_all - simply adds new schedules to the old ones.\",\"only_unique - adds schedule only if it was not added by previous sources.\",\"Every time we update schedule it gets task from the source and executes this function to merge them together.\"]},\"73\":{\"h\":\"Working with timezones\",\"t\":[\"Sometimes, you want to be specific in terms of time zones. We have you covered. Our ScheduledTask model has fields for that. Use these fields or not, it's up to the specific schedule source.\",\"Taskiq scheduler assumes that if time has no specific timezone, it's in UTC. Sometimes, this behavior might not be convinient for developers.\",\"For the time field of ScheduledTask we use timezone information from datetime to check if a task should run.\",\"For cron tasks, we have an additional field called cron_offset that can be used to specify an offset of the cron task. An offset can be a string like Europe/Berlin or an instance of the timedelta class.\"]},\"74\":{\"h\":\"Skipping first run\",\"t\":[\"By default, when you start the scheduler it will get all tasks from the schedule source and check whether they should have been executed in this minute. If tasks should have been executed, they will be executed.\",\"This behaviour might be not convinient for some developers. For example, if you have a task that should be executed on every minute, it will be executed once you start the scheduler, even if it was executed a few seconds ago.\",\"To avoid this behaviour, you can pass the --skip-first-run flag to the taskiq scheduler command. In this case, the scheduler will wait until the start of the next minute and then start executing tasks.\",\"taskiq scheduler module:scheduler --skip-first-run \"]},\"75\":{\"h\":\"Dynamic scheduling\",\"t\":[\"Sometimes you may want to add new schedules to the scheduler on the fly. For example, you may want to run a specific function in several minutes from now. You can easily do it with ScheduleSources that support dynamic scheduling. Currently we suggest to use the RedisScheduleSource for that purpose. List of schedulers with dynamic task addition will be extended in the future. For list of available schedule sources see Available schedule sources.\",\"Here's an example of using redis schedule source:\",\"from taskiq_redis import ListQueueBroker, RedisScheduleSource from taskiq import TaskiqScheduler # Here's the broker that is going to execute tasks broker = ListQueueBroker(\\\"redis://localhost:6379/0\\\") # Here's the source that is used to store scheduled tasks redis_source = RedisScheduleSource(\\\"redis://localhost:6379/0\\\") # And here's the scheduler that is used to query scheduled sources scheduler = TaskiqScheduler(broker, sources=[redis_source]) @broker.task async def my_task(arg1: int, arg2: str) -> None: \\\"\\\"\\\"Example task.\\\"\\\"\\\" print(\\\"Hello from my_task!\\\", arg1, arg2) # noqa: T201 \",\"Now we can use this source to add new schedules in runtime. Here's an example:\",\" await redis_source.startup() await my_task.schedule_by_time( redis_source, # It's better to use UTC time, or add tzinfo to datetime. datetime.datetime.utcnow() + datetime.timedelta(minutes=1, seconds=5), # You can pass args and kwargs here as usual 11, arg2=\\\"arg2\\\", ) \",\"Or if you want to use cron schedules instead, just use schedule_by_cron method.\",\" await my_task.schedule_by_cron( redis_source, \\\"*/5 * * * *\\\", 11, arg2=\\\"arg2\\\", ) \",\"If you want to pass additional labels, you can call these methods on the Kicker instance.\",\" schedule = ( await my_task.kicker() .with_labels(label1=\\\"value\\\") .schedule_by_time( redis_source, datetime.datetime.utcnow() + datetime.timedelta(seconds=10), 11, arg2=\\\"arg2\\\", ) ) \",\"Cool warning!\",\"The with_broker method won't do anything in this case, since we have a broker assigned to each scheduler.\",\"Each of these methods return you an instance of the CreatedSchedule class. This object has unique schedule ID and some helper methods. For example, you can use the unschedule method to remove the schedule from the source.\",\" schedule = await my_task.schedule_by_time( redis_source, datetime.datetime.utcnow() + datetime.timedelta(minutes=1, seconds=5), 11, arg2=\\\"arg2\\\", ) await schedule.unschedule() \",\"Or it can be done manually, by calling delete_schedule on schedule source providing it whith schedule_id.\",\" await redis_source.delete_schedule(schedule.schedule_id) \"]},\"76\":{\"h\":\"State and Dependencies\"},\"77\":{\"h\":\"State\",\"t\":[\"The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.\",\"This can be achieved by adding event handlers.\",\"You can use one of these events:\",\"WORKER_STARTUP\",\"CLIENT_STARTUP\",\"WORKER_SHUTDOWN\",\"CLIENT_SHUTDOWN\",\"Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.\",\"This is an example of code using event handlers:\",\"Cool tip!\",\"If you want to add handlers programmatically, you can use the broker.add_event_handler function.\",\"As you can see in this example, this worker will initialize the Redis pool at the startup. You can access the state from the context.\"]},\"78\":{\"h\":\"Dependencies\",\"t\":[\"Using context directly is nice, but this way you won't get code-completion.\",\"That's why we suggest you try TaskiqDependencies. The implementation is very similar to FastApi's dependencies. You can use classes, functions, and generators as dependencies.\",\"We use the taskiq-dependencies package to provide autocompetion. You can easily integrate it in your own project.\"]},\"79\":{\"h\":\"How dependencies are useful\",\"t\":[\"You can use dependencies for better autocompletion and reduce the amount of code you write. Since the state is generic, we cannot guess the types of the state fields. Dependencies can be annotated with type hints and therefore provide better auto-completion.\",\"Let's assume that you've stored a Redis connection pool in the state as in the example above.\",\"@broker.on_event(TaskiqEvents.WORKER_STARTUP) async def startup(state: TaskiqState) -> None: # Here we store connection pool on startup for later use. state.redis = ConnectionPool.from_url(\\\"redis://localhost/1\\\") \",\"You can access this variable by using the current execution context directly, like this:\",\"If you hit the TAB button after the context.state. expression, your IDE won't give you any auto-completion. But we can create a dependency function to add auto-completion.\",\"Now, this dependency injection will be autocompleted. But, of course, state fields cannot be autocompleted, even in dependencies. But this way, you won't make any typos while writing tasks.\"]},\"80\":{\"h\":\"How do dependencies work\",\"t\":[\"We build a graph of dependencies on startup. If the parameter of the function has the default value of TaskiqDepends this parameter will be treated as a dependency.\",\"Dependencies can also depend on something. Also dependencies are optimized to not evaluate things many times.\",\"For example:\",\"In this code, the dependency common_dep is going to be evaluated only once and the dep1 and the dep2 are going to receive the same value. You can control this behavior by using the use_cache=False parameter to you dependency. This parameter will force the dependency to reevaluate all it's subdependencies.\",\"In this example we cannot predict the result. Since the dep2 doesn't use cache for the common_dep function.\",\"The graph for cached dependencies looks like this:\",\"The dependencies graph for my_task where dep2 doesn't use cached value for common_dep looks like this:\"]},\"81\":{\"h\":\"Class as a dependency\",\"t\":[\"You can use classes as dependencies, and they can also use other dependencies too.\",\"Let's see an example:\",\"As you can see, the dependency for my_task function is declared with TaskiqDependency(). It's because you can omit the class if it's declared in type-hint for the parameter. This feature doesn't work with dependency functions, it's only for classes.\",\"You can pass dependencies for classes in the constructor.\"]},\"82\":{\"h\":\"Generator dependencies\",\"t\":[\"Generator dependencies are used to perform startup before task execution and teardown after the task execution.\",\"In this example, we can do something at startup before the execution and at shutdown after the task is completed.\",\"If you want to do something asynchronously, convert this function to an asynchronous generator. Like this:\"]},\"83\":{\"h\":\"Exception handling\",\"t\":[\"Generator dependencies can handle exceptions that happen in tasks. This feature is handy if you want your system to be more atomic.\",\"For example, if you open a database transaction in your dependency and want to commit it only if the function you execute is completed successfully.\",\"If you don't want to propagate exceptions in dependencies, you can add --no-propagate-errors option to worker command.\",\"taskiq worker my_file:broker --no-propagate-errors \",\"In this case, no exception will ever going to be propagated to any dependency.\"]},\"84\":{\"h\":\"Generics\",\"t\":[\"Taskiq supports generic dependencies. You can create a generic class that is generic over another class and takskiq will be able to resolve generics based on type annotations.\"]},\"85\":{\"h\":\"Default dependencies\",\"t\":[\"By default taskiq has only two dependencies:\",\"Context from taskiq.context.Context\",\"TaskiqState from taskiq.state.TaskiqState\"]},\"86\":{\"h\":\"Adding first-level dependencies\",\"t\":[\"You can expand default list of available dependencies for you application. Taskiq have an ability to add new first-level dependencies using brokers.\",\"The AsyncBroker interface has a function called add_dependency_context and you can add\\nmore default dependencies to the taskiq. This may be useful for libraries if you want to\\nadd new dependencies to users.\"]},\"87\":{\"h\":\"Testing with taskiq\",\"t\":[\"Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.\",\"Let's dive into examples.\"]},\"88\":{\"h\":\"Preparations\"},\"89\":{\"h\":\"Environment setup\",\"t\":[\"For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.\",\"We can set an environment variable, that indicates that currently we're running in testing environment.\",\"Or we can even tell pytest to set this environment for us, just before executing tests using pytest-env plugin.\"]},\"90\":{\"h\":\"Async tests\",\"t\":[\"Since taskiq is fully async, we suggest using anyio to run async functions in pytest. Install the lib and place this fixture somewhere in your root conftest.py file.\",\"@pytest.fixture def anyio_backend(): return 'asyncio' \",\"After the preparations are done, we need to modify the broker's file in your project.\",\"import os from taskiq import AsyncBroker, InMemoryBroker, ZeroMQBroker env = os.environ.get(\\\"ENVIRONMENT\\\") broker: AsyncBroker = ZeroMQBroker() if env and env == \\\"pytest\\\": broker = InMemoryBroker() \",\"As you can see, we added an if statement. If the expression is true, we replace our broker with an imemory broker. The main point here is to not have an actual connection during testing. It's useful because inmemory broker has the same interface as a real broker, but it doesn't send tasks actually.\"]},\"91\":{\"h\":\"Testing tasks\",\"t\":[\"Let's define a task.\",\"from your_project.taskiq import broker @broker.task async def parse_int(val: str) -> int: return int(val) \",\"This simple task may be defined anywhere in your project. If you want to test it, just import it and call as a normal function.\",\"import pytest from your_project.tasks import parse_int @pytest.mark.anyio async def test_task(): assert await parse_int(\\\"11\\\") == 11 \",\"And that's it. Test should pass.\",\"What if you want to test a function that uses task. Let's define such function.\",\"from your_project.taskiq import broker @broker.task async def parse_int(val: str) -> int: return int(val) async def parse_and_add_one(val: str) -> int: task = await parse_int.kiq(val) result = await task.wait_result() return result.return_value + 1 \",\"And since we replaced our broker with InMemoryBroker, we can just call it. It would work as you expect and tests should pass.\",\"@pytest.mark.anyio async def test_add_one(): assert await parse_and_add_one(\\\"11\\\") == 12 \"]},\"92\":{\"h\":\"Dependency injection\",\"t\":[\"If you use dependencies in your tasks, you may think that this can become a problem. But it's not. Here's what we came up with. We added a method called add_dependency_context to the broker. It sets base dependencies for dependency resolution. You can use it for tests.\",\"Let's add a task that depends on Path. I guess this example is not meant to be used in production code bases, but it's suitable for illustration purposes.\",\"To test the task itself, it's not different to the example without dependencies, but we jsut need to pass all expected dependencies manually as function's arguments or key-word arguments.\",\"import pytest from your_project.taskiq import broker from pathlib import Path @pytest.mark.anyio async def test_modify_path(): modified = await modify_path(Path.cwd()) assert str(modified).endswith(\\\"taskiq.py\\\") \",\"But what if we want to test task execution? Well, you don't need to provide dependencies manually, you must mutate dependency_context before calling a task. We suggest to do it in fixtures.\",\"import pytest from your_project.taskiq import broker from pathlib import Path # We use autouse, so this fixture # is called automatically before all tests. @pytest.fixture(scope=\\\"function\\\", autouse=True) async def init_taskiq_dependencies(): # Here we use Path, but you can use other # pytest fixtures here. E.G. FastAPI app. broker.add_dependency_context({Path: Path.cwd()}) yield # After the test we clear all custom dependencies. broker.custom_dependency_context = {} \",\"This fixture will update dependency context for our broker before every test. Now tasks with dependencies can be used. Let's try it out.\",\"@pytest.mark.anyio async def test_modify_path(): task = await modify_path.kiq() result = await task.wait_result() assert str(result.return_value).endswith(\\\"taskiq.py\\\") \",\"This should pass. And that's it for now.\"]},\"93\":{\"h\":\"\",\"t\":[\"404 Not 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But since CI runs from first-time contributors should be approved, you better test locally. It just takes less time to prepare PR for merging.\"]},\"4\":{\"h\":\"Setting up environment\",\"t\":[\"We use poetry for managing dependencies. To install it, please follow the official guide in documentation.\",\"After you have cloned the taskiq repo, install dependencies using this command:\",\"poetry install \",\"It will install all required dependencies. If you want to run pytest against different python environments, please install pyenv using instructions from its readme.\",\"After pyenv is ready, you can install all python versions using this command:\",\"pyenv install \"]},\"5\":{\"h\":\"Linting\",\"t\":[\"We have pre-commit configured with all our settings. We highly recommend you to install it as a git hook using pre-commit install command.\",\"But even without installation, you can run all lints manually:\",\"pre-commit run -a \"]},\"6\":{\"h\":\"Testing\",\"t\":[\"You can run pytest without any parameters and it will do the thing.\",\"pytest \",\"If you want to speedup testings, you can run it with -n option from pytest-xdist to run tests in parallel.\",\"pytest -n 2 \",\"Also we use tox to test against different environments. You can publish a PR to run pytest with different python versions, but if you want to do it locally, just run tox command.\",\"tox \",\"Tox assumes that you've installed python versions using pyenv with command above.\"]},\"7\":{\"h\":\"Available components\",\"t\":[\"In this section, you can find a list of officially supported plugins for the taskiq.\",\"Available brokers\",\"Available middlewares\",\"Available result backends\",\"Available schedule sources\"]},\"8\":{\"h\":\"Available brokers\",\"t\":[\"In this section we'll list officially supported brokers.\"]},\"9\":{\"h\":\"InMemoryBroker\",\"t\":[\"This is a special broker for local development. It uses the same functions to execute tasks, but all tasks are executed locally in the current thread. By default it uses InMemoryResultBackend but this can be overridden.\"]},\"10\":{\"h\":\"ZeroMQBroker\",\"t\":[\"This broker uses ZMQ to communicate between worker and client processes. It's suitable for small projects with only ONE worker process, because of the ZMQ architecture.\",\"It publishes messages on the local port. All worker processes are reading messages from this port. If you run many worker processes, all tasks will be executed N times, where N is the total number of worker processes.\",\"Be careful!\",\"If you choose this type of broker, please run taskiq with -w 1 parameter, otherwise you may encounter undefined behavior.\",\"To run this broker please install the pyzmq lib. Or you can taskiq with zmq extra.\"]},\"11\":{\"h\":\"Async shared broker and shared tasks\",\"t\":[\"This is also a special broker. You cannot use it directly. It's used to create shared tasks. These tasks can be imported along with user defined tasks. To define a shared task please use this broker.\",\"from taskiq.brokers.shared_broker import async_shared_broker @async_shared_broker.task def my_task() -> bool: return True \",\"To kiq this task you have to options:\",\"Explicitly define broker using kicker for this kiq;\",\"Add default broker for all shared tasks.\"]},\"12\":{\"h\":\"Custom brokers\",\"t\":[\"These brokers are not parts of the core taskiq lib. You can install them as a separate packages.\",\"You can read more about parameters and abilities of these brokers in README.md of each repo.\"]},\"13\":{\"h\":\"AioPikaBroker (for RabbitMQ)\",\"t\":[\"Project link: taskiq-aio-pika.\",\"pip install taskiq-aio-pika \"]},\"14\":{\"h\":\"Redis broker\",\"t\":[\"Project link: taskiq-redis.\",\"pip install taskiq-redis \"]},\"15\":{\"h\":\"NATS broker\",\"t\":[\"Project link: taskiq-nats.\",\"pip install taskiq-nats \"]},\"16\":{\"h\":\"Available middlewares\",\"t\":[\"Middlewares allow you to execute code when specific event occurs. Taskiq has several default middlewares.\"]},\"17\":{\"h\":\"Simple retry middleware\",\"t\":[\"This middleware allows you to restart functions on errors. If exception was raised during task execution, the task would be resent with same parameters.\",\"To enable this middleware, add it to the list of middlewares for a broker.\",\"from taskiq import ZeroMQBroker, SimpleRetryMiddleware broker = ZeroMQBroker().with_middlewares( SimpleRetryMiddleware(default_retry_count=3), ) \",\"After that you can add a label to task that you want to restart on error.\",\" @broker.task(retry_on_error=True, max_retries=20) async def test(): raise Exception(\\\"AAAAA!\\\") \",\"retry_on_error enables retries for a task. max_retries is the maximum number of times,.\"]},\"18\":{\"h\":\"Prometheus middleware\",\"t\":[\"You can enable prometheus metrics for workers by adding PrometheusMiddleware. To do so, you need to install prometheus_client package or you can install metrics extras for taskiq.\",\"from taskiq import ZeroMQBroker, PrometheusMiddleware broker = ZeroMQBroker().with_middlewares( PrometheusMiddleware(server_addr=\\\"0.0.0.0\\\", server_port=9000), ) \",\"After that, metrics will be available at port 9000. Of course, this parameter can be configured.\\nIf you have other metrics, they'll be shown as well.\"]},\"19\":{\"h\":\"Available result backends\",\"t\":[\"Result backends are used to store execution results. This includes:\",\"return value;\",\"Execution time in seconds.\"]},\"20\":{\"h\":\"DummyResultBackend\",\"t\":[\"This result backend doesn't do anything. It doesn't store results and cannot be used in cases, where you need actual results.\",\"This broker will always return None for any return_value. Please be careful.\"]},\"21\":{\"h\":\"Redis result backend\",\"t\":[\"This result backend is not part of the core taskiq library. You can install it as a separate package taskiq-redis.\",\"pip install taskiq-redis \",\"You can read more about parameters and abilities of this broker in README.md.\"]},\"22\":{\"h\":\"Available schedule sources\",\"t\":[\"These objects are used to fetch current schedule for tasks. Currently we have only one schedule source.\"]},\"23\":{\"h\":\"RedisScheduleSource\",\"t\":[\"This source is capable of adding new schedules in runtime. It uses Redis as a storage for schedules. To use this source you need to install taskiq-redis package.\",\"from taskiq_redis import RedisScheduleSource from taskiq import TaskiqScheduler redis_source = RedisScheduleSource(\\\"redis://localhost:6379/0\\\") scheduler = TaskiqScheduler(broker, sources=[redis_source]) \",\"For more information on how to use dynamic schedule sources read Dynamic scheduling section.\"]},\"24\":{\"h\":\"LabelScheduleSource\",\"t\":[\"This source parses labels of tasks, and if it finds a schedule label, it considers this task as scheduled.\",\"The format of the schedule label is the following:\",\"@broker.task( schedule=[ { \\\"cron\\\": \\\"* * * * *\\\", # type: str, either cron or time shoule be specified. \\\"cron_offset\\\": None # type: str | timedelta | None, can be ommited. \\\"time\\\": None # type: datetime | None, either cron or time shoule be specified. \\\"args\\\": [], # type List[Any] | None, can be omitted. \\\"kwargs\\\": {}, # type: Dict[str, Any] | None, can be omitted. \\\"labels\\\": {}, # type: Dict[str, Any] | None, can be omitted. } ] ) async def my_task(): ... \",\"Parameters:\",\"cron - crontab string when to run the task.\",\"cron_offset - timezone offset for cron values. Explained here\",\"time - specific time when send the task.\",\"args - args to use, when invoking the task.\",\"kwargs - key-word arguments to use when invoking the task.\",\"labels - additional labels to use when invoking the task.\",\"To enable this source, just add it to the list of sources:\",\"from taskiq.scheduler import TaskiqScheduler from taskiq.schedule_sources import LabelScheduleSource broker = ... scheduler = TaskiqScheduler( broker=broker, sources=[LabelScheduleSource(broker)], ) \",\"Cool notice!\",\"In order to resolve all labels correctly, don't forget to import\\nall task modules using CLI interface.\"]},\"25\":{\"h\":\"Extending taskiq\",\"t\":[\"Taskiq is super extendable. The core library comes with different abstract classes. You can implement these abstract classes to extend functionality.\",\"All abstract classes can be found in taskiq.abc package.\"]},\"26\":{\"h\":\"Contents:\",\"t\":[\"Brokers\",\"Middlewares\",\"Result backends\",\"CLI\",\"Schedule sources\"]},\"27\":{\"h\":\"Brokers\",\"t\":[\"To add a new broker you need to implement two methods kick and listen of the taskiq.abc.broker.AsyncBroker abstract class. But along with them we have helper methods. Such as shutdown and startup.\",\"Here is a template for new brokers:\",\"from typing import AsyncGenerator, Union from taskiq import AckableMessage, AsyncBroker, BrokerMessage class MyBroker(AsyncBroker): def __init__(self) -> None: # Please call this super method to set default values to # many different fields. super().__init__() async def startup(self) -> None: # Here you can do some startup magic. # Like opening a connection. return await super().startup() async def shutdown(self) -> None: # Here you can perform shutdown operations. # Like closing connections. return await super().shutdown() async def kick(self, message: BrokerMessage) -> None: # Send a message.message. pass async def listen(self) -> AsyncGenerator[Union[bytes, AckableMessage], None]: while True: # Get new message. new_message: bytes = ... # type: ignore # Yield it! yield new_message \",\"The kick method takes a BrokerMessage as a parameter. The BrokerMessage class is a handy helper class for brokers. You can use information from the BrokerMessage to alter the delivery method.\",\"\\\"cool warning!\\\"\",\"As a broker developer, please send only raw bytes from the message field of a BrokerMessage if possible. Serializing it to the string may result in a problem if message bytes are not utf-8 compatible.\"]},\"28\":{\"h\":\"Acknowledgement\",\"t\":[\"The listen method should yield raw bytes of a message. But if your broker supports acking or rejecting messages, the broker should return taskiq.AckableMessage with required fields.\",\"For example:\",\" async def listen(self) -> AsyncGenerator[AckableMessage, None]: for message in self.my_channel: yield AckableMessage( data=message.bytes, # Ack is a function that takes no parameters. # So you either set here method of a message, # or you can make a closure. ack=message.ack # Can be set to None if broker doesn't support it. reject=message.reject ) \"]},\"29\":{\"h\":\"Conventions\",\"t\":[\"For brokers, we have several conventions. It's good if your broker implements them. These rules are optional, and it's ok if your broker doesn't implement them.\",\"If the message has the delay label with int or float number, this task's execution must be delayed with the same number of seconds as in the delay label.\",\"If the message has the priority label, this message must be sent with priority. Tasks with\\nhigher priorities are executed sooner.\"]},\"30\":{\"h\":\"CLI\",\"t\":[\"You can easily add new subcommands to taskiq. All default subcommands also use this mechanism, since it's easy to use.\",\"At first you need to add a class that implements taskiq.abc.cmd.TaskiqCMD abstract class.\",\"from argparse import ArgumentParser from typing import Sequence from taskiq.abc.cmd import TaskiqCMD class MyCommand(TaskiqCMD): short_help = \\\"Demo command\\\" def exec(self, args: Sequence[str]) -> None: parser = ArgumentParser() parser.add_argument( \\\"--test\\\", dest=\\\"test\\\", default=\\\"default\\\", help=\\\"My test parameter.\\\", ) parsed = parser.parse_args(args) print(parsed) \",\"In the exec method, you should parse incoming arguments. But since all CLI arguments to taskiq are shifted you can ignore the args parameter.\",\"Also, you can use your favorite tool to build CLI, like click or typer.\",\"After you have such class, you need to add entrypoint that points to that class.\",\"You can read more about entry points in python documentation. The subcommand name is the same as the name of the entry point you've created.\",\"$ taskiq demo --help usage: demo [-h] [--test TEST] optional arguments: -h, --help show this help message and exit --test TEST My test parameter. \",\"$ taskiq demo --test aaa Namespace(test='aaa') \"]},\"31\":{\"h\":\"Middlewares\",\"t\":[\"Middlewares are super helpful. You can inject some code before or after task's execution.\",\"Middlewares must implement taskiq.abc.middleware.TaskiqMiddleware abstract class. Every method of a middleware can be either sync or async. Taskiq will execute it as you expect.\",\"For example:\",\"Also, middlewares always have reference to the current broker in self.broker field. If you want to kick a message during the execution of some middleware hooks, you may use self.broker to do so.\",\"Taskiq-pipelines uses middlewares to\\ncall next tasks.\"]},\"32\":{\"h\":\"Result backend\",\"t\":[\"Result backends are used to store information about task execution. To create new result_backend you have to implement taskiq.abc.result_backend.AsyncResultBackend class.\",\"Here's a minimal example of a result backend:\",\"from typing import TypeVar from taskiq import TaskiqResult from taskiq.abc.result_backend import AsyncResultBackend _ReturnType = TypeVar(\\\"_ReturnType\\\") class MyResultBackend(AsyncResultBackend[_ReturnType]): async def startup(self) -> None: \\\"\\\"\\\"Do something when starting broker.\\\"\\\"\\\" async def shutdown(self) -> None: \\\"\\\"\\\"Do something on shutdown.\\\"\\\"\\\" async def set_result( self, task_id: str, result: TaskiqResult[_ReturnType], ) -> None: \\\"\\\"\\\" Set result in your backend. :param task_id: current task id. :param result: result of execution. \\\"\\\"\\\" async def get_result( self, task_id: str, with_logs: bool = False, ) -> TaskiqResult[_ReturnType]: \\\"\\\"\\\" Here you must retrieve result by id. Logs is a part of a result. Here we have a parameter whether you want to fetch result with logs or not, because logs can have a lot of info and sometimes it's critical to get only needed information. :param task_id: id of a task. :param with_logs: whether to fetch logs. :return: result. \\\"\\\"\\\" return ... # type: ignore async def is_result_ready( self, task_id: str, ) -> bool: \\\"\\\"\\\" Check if result exists. This function must check whether result is available in your result backend without fetching the result. :param task_id: id of a task. :return: True if result is ready. \\\"\\\"\\\" return ... # type: ignore \",\"Cool tip!\",\"It's a good practice to skip fetching logs from the storage unless with_logs=True is explicitly specified.\",\"Important note!\",\"with_logs param is now deprecated. It will be removed in future releases.\"]},\"33\":{\"h\":\"Schedule source\",\"t\":[\"Schedule sources are used to get schedule for tasks. To create new schedule source you have to implement the taskiq.abc.schedule_source.ScheduleSource abstract class.\",\"Here's a minimal example of a schedule source:\",\"from typing import List from taskiq import ScheduledTask, ScheduleSource class MyScheduleSource(ScheduleSource): async def startup(self) -> None: \\\"\\\"\\\"Do something when starting broker.\\\"\\\"\\\" async def shutdown(self) -> None: \\\"\\\"\\\"Do something on shutdown.\\\"\\\"\\\" async def get_schedules(self) -> List[\\\"ScheduledTask\\\"]: # Here you must return list of scheduled tasks from your source. return [ ScheduledTask( task_name=\\\"\\\", labels={}, args=[], kwargs={}, cron=\\\"* * * * *\\\", ), ] # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def add_schedule(self, schedule: \\\"ScheduledTask\\\") -> None: print(\\\"New schedule added:\\\", schedule) # This method is completely optional, but if you want to support # schedule cancelation, you must implement it. async def delete_schedule(self, schedule_id: str) -> None: print(\\\"Deleting schedule:\\\", schedule_id) # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def pre_send(self, task: \\\"ScheduledTask\\\") -> None: \\\"\\\"\\\" Actions to execute before task will be sent to broker. This method may raise ScheduledTaskCancelledError. This cancels the task execution. :param task: task that will be sent \\\"\\\"\\\" # This method is optional. You may not implement this. # It's just a helper to people to be able to interact with your source. async def post_send(self, task: \\\"ScheduledTask\\\") -> None: \\\"\\\"\\\" Actions to execute after task was sent to broker. :param task: task that just have sent \\\"\\\"\\\" \",\"You can implement a schedule source that write schedules in the database and have delayed tasks in runtime.\"]},\"34\":{\"h\":\"Framework integrations\",\"t\":[\"Taskiq is meant to be simple and adaptive. That's why we try to add different integrations to make development with taskiq and your favorite framework easy and fun!\",\"Integrations with frameworks add two things:\",\"Startup and Shutdown events;\",\"Dependencies to use in your handler.\"]},\"35\":{\"h\":\"Taskiq + FastStream\",\"t\":[\"FastStream is a library that allows you to write consumers and producers for different message brokers almost like taskiq. But the differense is that taskiq is more focused on tasks for a specific project and more like celery but async, while FastStream is more focused on events and defining how different systems communicate with each other using distributed brokers.\",\"If you want to declare communication between different projects you can use taskiq, but it might be a bit more complex than using FastStream.\",\"Although these libraries solve different problems, they have integration between each other, so you can use FastStream as a broker for taskiq. It allows FastStream to use taskiq's scheduler along with its own features.\",\"To use FastStream as a broker for taskiq you need to install the taskiq-faststream library:\",\"pip install \\\"taskiq-faststream\\\" \",\"And you can use it like this:\",\"from faststream import FastStream from faststream.kafka import KafkaBroker from taskiq_faststream import BrokerWrapper broker = KafkaBroker(\\\"localhost:9092\\\") app = FastStream(broker) taskiq_broker = BrokerWrapper(broker) \",\"You can read more about scheduling tasks for FastStream in the FastStream documentation.\"]},\"36\":{\"h\":\"Taskiq + Aiogram\",\"t\":[\"Taskiq-Aiogram is a nice integration with one of the best telegram bot libraries - aiogram.\",\"This integration allows you to easily send delayed messages or run intensive functions without blocking the message handing.\",\"This integration adds three main dependencies which you can use in your taskiq functions:\",\"aiogram.Bot - the bot instance that you can use to send messages or perform other actions. If multiple bots listen to the same dispatcher, this dependency will be resolved to the latest bot passed in the taskiq_aiogram.init function.\",\"aiogram.Dispatcher - current dispatcher instance.\",\"List[aiogram.Bot] - list of all bots that were passed to the taskiq_aiogram.init function.\",\"To enable the integration, please install the taskiq-aiogram library:\",\"pip install \\\"taskiq-aiogram\\\" \",\"After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:\",\"import asyncio import taskiq_aiogram from aiogram import Bot from taskiq import TaskiqDepends from taskiq_redis import ListQueueBroker broker = ListQueueBroker(\\\"redis://localhost\\\") # This line is going to initialize everything. taskiq_aiogram.init( broker, # This is path to the dispatcher. \\\"bot:dp\\\", # This is path to the bot instance. \\\"bot:bot\\\", # You can specify more bots here. ) @broker.task(task_name=\\\"my_task\\\") async def my_task(chat_id: int, bot: Bot = TaskiqDepends()) -> None: print(\\\"I'm a task\\\") await asyncio.sleep(4) await bot.send_message(chat_id, \\\"task completed\\\") \",\"Let's see how to use this integration.\",\"import asyncio import logging import sys from aiogram import Bot, Dispatcher, types from aiogram.filters import Command from tkq import broker, my_task dp = Dispatcher() bot = Bot(token=\\\"TOKEN\\\") # Taskiq calls this function when starting the worker. @dp.startup() async def setup_taskiq(bot: Bot, *_args, **_kwargs): # Here we check if it's a clien-side, # Because otherwise you're going to # create infinite loop of startup events. if not broker.is_worker_process: logging.info(\\\"Setting up taskiq\\\") await broker.startup() # Taskiq calls this function when shutting down the worker. @dp.shutdown() async def shutdown_taskiq(bot: Bot, *_args, **_kwargs): if not broker.is_worker_process: logging.info(\\\"Shutting down taskiq\\\") await broker.shutdown() ## Simple command to handle @dp.message(Command(\\\"task\\\")) async def message(message: types.Message): await my_task.kiq(message.chat.id) ## Main function that starts the bot. async def main(): await dp.start_polling(bot) if __name__ == \\\"__main__\\\": logging.basicConfig(level=logging.INFO, stream=sys.stdout) asyncio.run(main()) \",\"That's it. Now you can easily call tasks from your bots and access bots from within your tasks.\"]},\"37\":{\"h\":\"Taskiq + AioHTTP\",\"t\":[\"AioHTTP is a framework for building robust applications. We created several libraries to make the experience with AioHTTP even better.\",\"We created a library aiohttp-deps to add FastAPI-like dependency injection in AioHTTP.\",\"To install it, simply run:\",\"pip install \\\"aiohttp-deps\\\" \",\"After the installation, please add startup event to your application to initialize dependencies context.\",\"from aiohttp import web import aiohttp_deps app = web.Application() # This startup event makes all the magic happen. # It parses current handlers and create dependency graphs for them. app.on_startup.append(aiohttp_deps.init) web.run_app(app) \",\"You can read more about dependency injection and available dependencies in the project's README.md.\"]},\"38\":{\"h\":\"Adding taskiq integration\",\"t\":[\"We highly recommend using aiohttp with aiohttp-deps because it allows us to reuse the same dependencies for your handlers and tasks. First of all, you should install the taskiq-aiohttp library.\",\"pip install \\\"taskiq-aiohttp\\\" \",\"After the installation is complete, add an initialization function call to your broker's main file so it becomes something like this:\",\"import taskiq_aiohttp broker = MyBroker() # The second argument is a path to web.Application variable. # Also you can provide here a factory function that takes no # arguments and returns an application. This function can be async. taskiq_aiohttp.init(broker, \\\"my_project.main:app\\\") \",\"From this point, you'll be able to reuse the same dependencies as with aiohttp-deps. Let's take a look at this function:\",\"In this example, we depend on the current application. We can use its state in a current task or any other dependency. We can take db_pool from your application's state, which is the same pool, as the one you've created on AiohTTP's startup. But this application is only a mock of your application. It has correct types and all your variables that you filled on startup, but it doesn't handle any request. This integration adds two main dependencies:\",\"web.Application - current application.\",\"web.Request - mocked request. This request only exists to be able to use the same dependencies.\",\"You can find more detailed examples in the examples repo.\"]},\"39\":{\"h\":\"Testing\",\"t\":[\"Writing tests for AioHTTP with taskiq is as easy as writing tests for the aiohttp application. The only difference is that, if you want to use InMemoryBroker, then you need to add context for dependency injection. It's easier to call populate_context when creating a test_client fixture.\",\"import taskiq_aiohttp @pytest.fixture async def test_client( app: web.Application, ) -> AsyncGenerator[TestClient, None]: \\\"\\\"\\\" Create a test client. This function creates a TestServer and a test client for the application. Also this fixture populates context with needed variables. :param app: current application. :yield: ready to use client. \\\"\\\"\\\" loop = asyncio.get_running_loop() server = TestServer(app) client = TestClient(server, loop=loop) await client.start_server() # This is important part. # Since InMemoryBroker doesn't # run as a worker process, we have to populate # broker's context by hand. taskiq_aiohttp.populate_context( broker=broker, server=server.runner.server, app=app, loop=loop, ) yield client broker.custom_dependency_context = {} await client.close() \"]},\"40\":{\"h\":\"Taskiq + FastAPI\",\"t\":[\"FastAPI is a highly popular async web framework in Python. It has gained its popularity because of two things:\",\"It's easy to use;\",\"Cool dependency injection.\",\"In taskiq, we try to make our libraries easy to use, and We have a dependency injection too. So we have created the library \\\"taskiq-fastapi\\\" to make integration with FastAPI as smooth as possible.\",\"Let's see what we got here. In this library, we provide users with only one public function called init. It takes a broker and a string path (as in uvicorn) to the fastapi application (or factory function). People should call this function in their main broker file.\",\"from taskiq import ZeroMQBroker import taskiq_fastapi broker = ZeroMQBroker() taskiq_fastapi.init(broker, \\\"my_package.application:app\\\") \",\"There are two rules to make everything work as you expect:\",\"Add TaskiqDepends as a default value for every parameter with Request or HTTPConnection types in base dependencies. Or if you use Annotated, please annotate these types with TaskiqDepends.\",\"Use only TaskiqDepends in tasks.\",\"Cool and important note!\",\"The Request or HTTPConnection that you'll get injected in your task is not the same request or connection you have had in your handler when you were sending the task!\",\"Many fastapi dependency functions depend on fastapi.Request. We provide a mocked request to such dependencies. But taskiq cannot resolve dependencies until you explicitly specify that this parameter must be injected.\",\"As an example. If you previously had a dependency like this:\",\"from fastapi import Request from typing import Any def get_redis_pool(request: Request) -> Any: return request.app.state.redis_pool \",\"To make it resolvable in taskiq, people should mark default fastapi dependencies (such as Request and HTTPConnection) with TaskiqDepends. Like this:\",\"Also you want to call startup of your brokers somewhere.\",\"from fastapi import FastAPI from your_project.taskiq import broker app = FastAPI() @app.on_event(\\\"startup\\\") async def app_startup(): if not broker.is_worker_process: await broker.startup() @app.on_event(\\\"shutdown\\\") async def app_shutdown(): if not broker.is_worker_process: await broker.shutdown() \",\"And that's it. Now you can use your taskiq tasks with functions and classes that depend on FastAPI dependenices. You can find bigger examples in the examples repo.\"]},\"41\":{\"h\":\"Testing\",\"t\":[\"Testing is no different from general testing advice from articles about testing. But if you use InMemoryBroker in your tests, you need to provide it with a custom dependency context because it doesn't run as a worker process.\",\"Let's imagine that you have a fixture of your application. It returns a new fastapi application to use in tests.\",\" @pytest.fixture def fastapi_app() -> FastAPI: return get_app() \",\"Right after this fixture, we define another one.\",\"import taskiq_fastapi @pytest.fixture(autouse=True) def init_taskiq_deps(fastapi_app: FastAPI): # This is important part. Here we add dependency context, # this thing helps in resolving dependencies for tasks # for inmemory broker. taskiq_fastapi.populate_dependency_context(broker, fastapi_app) yield broker.custom_dependency_context = {} \",\"This fixture has autouse flag, which means it would run on every test automatically.\"]},\"42\":{\"h\":\"Introduction\"},\"43\":{\"h\":\"What is taskiq\",\"t\":[\"Taskiq is a library that helps you send and process python functions in a distributed manner. For example, you have many heavy to calculate functions you want to execute on another server. You can implement interservice communication by yourself, or you can use Taskiq to make the job done easily.\",\"The core library doesn't have much functionality. It provides two built-in brokers, CLI, basic functionality for creating distributed tasks, and abstractions to extend the taskiq. The main idea of taskiq is to make it modular and easy to extend. We have libraries for many possible use cases, but if you lack something, you can adopt taskiq to fit your needs.\"]},\"44\":{\"h\":\"Why not use existing libraries?\",\"t\":[\"We created this project because we couldn't find any project that can execute and send async functions using distributed queues like RabbitMQ.\",\"You might have seen projects built on top of asyncio that solve a similar problem, but here's a comparison table of the taskiq and other projects.\",\"Feature name\",\"Taskiq\",\"Arq\",\"AioTasks\",\"Actively maintained\",\"✅\",\"✅\",\"❌\",\"Multiple broker backends\",\"✅\",\"❌\",\"✅\",\"Multiple result backends\",\"✅\",\"❌\",\"❌\",\"Have a rich documentation\",\"✅\",\"❌\",\"❌\",\"Startup & Shutdown events\",\"✅\",\"✅\",\"❌\",\"Have ability to abort tasks\",\"❌\",\"✅\",\"❌\",\"Custom serializers\",\"✅\",\"✅\",\"❌\",\"Dependency injection\",\"✅\",\"❌\",\"❌\",\"Task pipelines\",\"✅\",\"✅\",\"❌\",\"Task schedules\",\"✅\",\"✅\",\"❌\",\"Global middlewares\",\"✅\",\"❌\",\"❌\",\"If you have a fully synchronous project, consider using celery or dramatiq instead.\"]},\"45\":{\"h\":\"Architecture overview\",\"t\":[\"Taskiq has very simple structure. On the client side all messages are sent by kickers using brokers. On the worker side all messages received by the broker and results are stored in result backends.\",\"On the sequence diagram it looks like this:\",\"Cool tip!\",\"If you use dark theme and cannot see words on diagram, try switching to light theme and back to dark.\",\"Let's discuss every component.\"]},\"46\":{\"h\":\"Broker\",\"t\":[\"Brokers are the most critical element of the taskiq. Every broker must implement the AsyncBroker abstract class from taskiq.abc.broker to make things work.\",\"AsyncBroker class has two main methods to implement:\",\"kick\",\"listen\",\"The kick method puts the message in the external system. For example, it may call the PUB command in Redis.\",\"The listen is a method with an infinite loop that reads messages from the external system and creates a task for processing messages. For example, it subscribes to the Redis channel and waits for new messages.\"]},\"47\":{\"h\":\"Kicker\",\"t\":[\"Kicker is an object that used to form a message for broker. This class isn't extendable. To form a message kicker uses labels, task name and arguments.\",\"When you call the task.kiq on a task, it generates a Kicker instance and is a shortening for the task.kicker().kiq(...). You can use kicker to change broker, add labels, or even change task_id.\",\"import asyncio from taskiq.brokers.inmemory_broker import InMemoryBroker broker = InMemoryBroker() second_broker = InMemoryBroker() @broker.task async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): # This task was initially assigned to broker, # but this time it is going to be sent using # the second broker with additional label `delay=1`. task = await my_async_task.kicker().with_broker(second_broker).with_labels(delay=1).kiq() print(await task.get_result()) asyncio.run(main()) \"]},\"48\":{\"h\":\"Messages\",\"t\":[\"Every message has labels. You can define labels using task decorator, or you can add them using kicker.\",\"For example:\",\" @broker.task(my_label=1, label2=\\\"something\\\") async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): await my_async_task.kiq() \",\"It's equivalent to this\",\" @broker.task async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") async def main(): await my_async_task.kicker().with_labels( my_label=1, label2=\\\"something\\\", ).kiq() \",\"Also you can assign custom task names using decorator. This is useful to be sure that task names are unique and resolved correctly. Also it may be useful to balance message routing in some brokers.\",\"for example:\",\"@broker.task(task_name=\\\"my_tasks.add_one\\\", label1=1) async def my_async_task() -> None: \\\"\\\"\\\"My lovely task.\\\"\\\"\\\" await asyncio.sleep(1) print(\\\"Hello\\\") \"]},\"49\":{\"h\":\"Result backend\",\"t\":[\"Result backend is used to store and get results of the execution. Results have type TaskiqResult from taskiq.result.\",\"Every ResultBackend must implement AsyncResultBackend from taskiq.abc.result_backend. By default, brokers use DummyResultBackend. It doesn't do anything and cannot be used in real-world scenarios. But some brokers can override it. For example InMemoryBroker by default uses InMemoryResultBackend and returns correct results.\"]},\"50\":{\"h\":\"Workers\",\"t\":[\"Taskiq has a command line interface to run workers. It's simple to get it to work.\",\"You have to provide a path to your broker. As an example, if you want to start listening to new tasks with a broker that is stored in a variable my broker in the module my_project.broker run this in your terminal:\",\"taskiq worker my_project.broker:mybroker \",\"taskiq can discover task modules to import automatically, if you add the -fsd (file system discover) option.\",\"Let's assume we have project with the following structure:\",\"test_project ├── broker.py ├── submodule │ └── tasks.py └── utils └── tasks.py \",\"You can specify all tasks modules to import manually.\",\"taskiq worker test_project.broker:broker test_project.submodule.tasks test_project.utils.tasks \",\"Or you can let taskiq find all python modules named tasks in current directory recursively.\",\"taskiq worker test_project.broker:broker -fsd \",\"If you have uvloop installed, taskiq will automatically install new policies to event loop. You can get more info about the CLI in the CLI section.\",\"Cool info\",\"By default we start two processes, if you want to change this value, please take a look at --help.\"]},\"51\":{\"h\":\"Middlewares\",\"t\":[\"Middlewares are used to modify message, or take some actions before or after task is complete.\",\"You can write your own middlewares by subclassing the taskiq.abc.middleware.TaskiqMiddleware.\",\"Every hook can be sync or async. Taskiq will execute it.\",\"For example, this is a valid middleware.\",\"import asyncio from taskiq.abc.middleware import TaskiqMiddleware from taskiq.message import TaskiqMessage class MyMiddleware(TaskiqMiddleware): async def pre_send(self, message: \\\"TaskiqMessage\\\") -> TaskiqMessage: await asyncio.sleep(1) message.labels[\\\"my_label\\\"] = \\\"my_value\\\" return message def post_send(self, message: \\\"TaskiqMessage\\\") -> None: print(f\\\"Message {message} was sent.\\\") \",\"Here are methods you can implement in the order they are executed:\",\"pre_send - executed on the client side before the message is sent. Here you can modify the message.\",\"post_send - executed right after the message was sent.\",\"pre_execute - executed on the worker side after the message was received by a worker and before its execution.\",\"on_error - executed after the task was executed if the exception was found.\",\"post_execute - executed after the message was executed.\",\"post_save - executed after the result was saved in the result backend.\",\"You can use sync or async hooks without changing anything, but adding async to the hook signature.\",\"important note\",\"If exception happens in middlewares it won't be caught. Please ensure that you have try\\\\except for all edge cases of your middleware.\",\"Middlewares can store information in message.labels for later use. For example SimpleRetryMiddleware uses labels to remember number of failed attempts.\"]},\"52\":{\"h\":\"Context\",\"t\":[\"Context is a useful class with some additional functions. You can use context to get broker that runs this task, from inside of the task.\",\"Or it has ability to control the flow of execution. Here's example of how to get the context.\",\"Also through contexts you can reject or requeue a task. It's easy as this:\",\"Calling requeue or reject stops task execution and either drops the message, or puts it back to the queue.\",\"Also, with context you'll be able to get current message that was received by the broker\\nor even instance of a broker who received a message. This may be useful for lib developers.\"]},\"53\":{\"h\":\"CLI\",\"t\":[\"Core library comes with CLI program called taskiq, which is used to run different subcommands.\",\"By default taskiq is shipped with only two commands: worker and scheduler. You can search for more taskiq plugins using pypi. Some plugins may add new commands to taskiq.\"]},\"54\":{\"h\":\"Worker\",\"t\":[\"To run worker process, you have to specify the broker you want to use and modules with defined tasks. Like this:\",\"taskiq worker mybroker:broker_var my_project.module1 my_project.module2 \"]},\"55\":{\"h\":\"Auto importing\",\"t\":[\"Enumerating all modules with tasks is not an option sometimes. That's why taskiq can auto-discover tasks in current directory recursively.\",\"We have two options for this:\",\"--tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.\",\"--fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.\"]},\"56\":{\"h\":\"Acknowledgements\",\"t\":[\"The taskiq supports three types of acknowledgements:\",\"when_received - task is acknowledged when it is received by the worker.\",\"when_executed - task is acknowledged right after it is executed by the worker.\",\"when_saved - task is acknowledged when the result of execution is saved in the result backend.\",\"This can be configured using --ack-type parameter. For example:\",\"taskiq worker --ack-type when_executed mybroker:broker \"]},\"57\":{\"h\":\"Type casts\",\"t\":[\"One of features taskiq have is automatic type casts. For example you have a type-hinted task like this:\",\"async def task(val: int) -> int: return val + 1 \",\"If you'll call task.kiq(\\\"2\\\") you'll get 3 as the returned value. Because we parse signatures of tasks and cast incoming parameters to target types. If type-cast fails you won't throw any error. It just leave the value as is. That functionality allows you to use pydantic models, or dataclasses as the input parameters.\",\"To disable this pass the --no-parse option to the taskiq.\"]},\"58\":{\"h\":\"Hot reload\",\"t\":[\"This is annoying to restart workers every time you modify tasks. That's why taskiq supports hot-reload. Reload is unavailable by default. To enable this feature install taskiq with reload extra.\",\"To enable this option simply pass the --reload or -r option to worker taskiq CLI.\",\"Also this option supports .gitignore files. If you have such file in your directory, it won't reload worker when you modify ignored files. To disable this functionality pass --do-not-use-gitignore option.\"]},\"59\":{\"h\":\"Other parameters\",\"t\":[\"--no-configure-logging - disables default logging configuration for workers.\",\"--log-level is used to set a log level (default INFO).\",\"--max-async-tasks - maximum number of simultaneously running async tasks.\",\"--max-prefetch - number of tasks to be prefetched before execution. (Useful for systems with high message rates, but brokers should support acknowledgements).\",\"--max-threadpool-threads - number of threads for sync function exection.\",\"--no-propagate-errors - if this parameter is enabled, exceptions won't be thrown in generator dependencies.\",\"--receiver - python path to custom receiver class.\",\"--receiver_arg - custom args for receiver.\",\"--ack-type - Type of acknowledgement. This parameter is used to set when to acknowledge the task. Possible values are when_received, when_executed, when_saved. Default is when_saved.\",\"max-tasks-per-child - maximum number of tasks to be executed by a single worker process before restart.\",\"--shutdown-timeout - maximum amount of time for graceful broker's shutdown in seconds.\",\"--wait-tasks-timeout - if cannot read new messages from the broker or maximum number of tasks is reached, worker will wait for all current tasks to finish. This parameter sets the maximum amount of time to wait until shutdown.\"]},\"60\":{\"h\":\"Scheduler\",\"t\":[\"Scheduler is used to schedule tasks as described in Scheduling tasks section.\",\"To run it simply run\",\"taskiq scheduler  [optional module to import]... \",\"For example\",\"taskiq scheduler my_project.broker:scheduler my_project.module1 my_project.module2 \"]},\"61\":{\"h\":\"Parameters\",\"t\":[\"Path to scheduler is the only required argument.\",\"--tasks-pattern or -tp. It's a glob pattern of files to import. By default it is **/tasks.py which searches for all tasks.py files. May be specified multiple times.\",\"--fs-discover or -fsd. This option enables search of task files in current directory recursively, using the given pattern.\",\"--no-configure-logging - use this parameter if your application configures custom logging.\",\"--log-level is used to set a log level (default INFO).\",\"--skip-first-run - skip first run of scheduler. This option skips running tasks immediately after scheduler start.\"]},\"62\":{\"h\":\"Dynamic Environments\",\"t\":[\"This article is for people who want to:\",\"Create brokers dynamically.\",\"Register tasks, and run them inside their code.\",\"Implement more complex logic.\",\"Taskiq allows you to set up broker instances throughout your application and register tasks for dynamic execution. However, tasks created this way won't be found by the taskiq worker command.\",\"To define tasks and assign them to a broker, use register_task method.\",\"import asyncio from taskiq_redis import ListQueueBroker async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") await dyn_broker.startup() # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", ) # now we can send it. await dyn_task.kiq(x=1) await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"In this example, the task is defined using a lambda within the main function. As the lambda is not visible outside of the main function scope, the task is not executable by taskiq worker command.\",\"To overcome this issue, you can:\",\"Create a dynamic worker task within the current event loop.\",\"Implement your own broker listener with the information about all of your tasks.\",\"Here's an example of a dynamic worker task creation:\",\"import asyncio from taskiq_redis import ListQueueBroker from taskiq.api import run_receiver_task async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") await dyn_broker.startup() worker_task = asyncio.create_task(run_receiver_task(dyn_broker)) # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", ) # Now we can send it. await dyn_task.kiq(x=1) await asyncio.sleep(2) worker_task.cancel() try: await worker_task except asyncio.CancelledError: print(\\\"Worker successfully exited.\\\") await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"In this example, a named dynamic lambda task is created and registered in a broker, similar to the previous example. The difference is the creation of a new receiver coroutine for the worker task. It will listen to the new messages and execute them. The worker task will be executed in the current event loop. After exiting the scope, the worker task will get cancelled. For illustration purposes it is cancelled explicitly.\",\"It's possible to run a scheduler in the current event loop as well:\",\"import asyncio import datetime from taskiq_redis import ListQueueBroker from taskiq import TaskiqScheduler from taskiq.api import run_receiver_task, run_scheduler_task from taskiq.schedule_sources import LabelScheduleSource async def main() -> None: # Here we define a broker. dyn_broker = ListQueueBroker(\\\"redis://localhost\\\") dyn_scheduler = TaskiqScheduler(dyn_broker, [LabelScheduleSource(dyn_broker)]) await dyn_broker.startup() # Now we register lambda as a task. dyn_task = dyn_broker.register_task( lambda x: print(\\\"A\\\", x), task_name=\\\"dyn_task\\\", # We add a schedule when to run task. schedule=[ { # Here we also can specify cron instead of time. \\\"time\\\": datetime.datetime.utcnow() + datetime.timedelta(seconds=2), \\\"args\\\": [22], }, ], ) # We create scheduler after the task declaration, # so we don't have to wait a minute before it gets to the task. # However, defining a scheduler before the task declaration is also possible. # But we have to wait till it gets to task execution for the second time. worker_task = asyncio.create_task(run_receiver_task(dyn_broker)) scheduler_task = asyncio.create_task(run_scheduler_task(dyn_scheduler)) # We still able to send the task. await dyn_task.kiq(x=1) await asyncio.sleep(10) worker_task.cancel() try: await worker_task except asyncio.CancelledError: print(\\\"Worker successfully exited.\\\") scheduler_task.cancel() try: await scheduler_task except asyncio.CancelledError: print(\\\"Scheduler successfully exited.\\\") await dyn_broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \"]},\"63\":{\"h\":\"Getting started\"},\"64\":{\"h\":\"Installation\",\"t\":[\"You can install taskiq from pypi or directly from git using pip:\",\"After installation of the core library, you need to find the broker that fits you. You can do it using PyPI search.\",\"Cool tip!\",\"We highly recommend taskiq-aio-pika or taskiq-nats as the broker and taskiq-redis as the result backend for production use.\"]},\"65\":{\"h\":\"Running tasks\",\"t\":[\"Now you need to create a python module with broker declaration. It's just a plain python file with the variable of your broker. For this particular example, I'm going to use the InMemoryBroker.\",\"Important note\",\"The InMemoryBroker doesn't send any data over the network, and you cannot use this broker in a real-world scenario, but it's still useful for local development if you do not want to set up a taskiq worker.\",\"# broker.py from taskiq import InMemoryBroker broker = InMemoryBroker() \",\"And that's it. Now let's add some tasks and the main function. You can add tasks in separate modules. You can find more information about that further. Also, we call the startup method at the beginning of the main function.\",\"# broker.py import asyncio from taskiq import InMemoryBroker broker = InMemoryBroker() @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: # Never forget to call startup in the beginning. await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Cool warning!\",\"Calling the startup method is necessary. If you don't call it, you may get an undefined behaviour.\",\"If you run this code, you will get this in your terminal:\",\"❯ python mybroker.py Task execution took: 7.3909759521484375e-06 seconds. Returned value: 2 \",\"Ok, the code of the task execution is a little bit fancier than an ordinary function call, but it's still relatively simple to understand. To send a task to the broker, you need to call the .kiq method on the function, it returns the TaskiqTask object that can check whether the result is ready or not. Also it has methods to wait for the result to become available.\",\"You can get more information about taskiq types, CLI and internal structure in the \\\"Architecture overview\\\" section.\"]},\"66\":{\"h\":\"Distributed run\",\"t\":[\"Now let's change InMemoryBroker to some distributed broker instead. In this example we are going to use broker that works with rabbitMQ.\",\"At first we must install the taskiq-aio-pika lib.\",\"pip install taskiq-aio-pika \",\"After the installation, replace the broker we defined earlier with the broker from the taskiq-aio-pika.\",\"from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker('amqp://guest:guest@localhost:5672') \",\"Also, AioPika broker requires to call startup before using it. Add this line at the beginning of the main function.\",\"await broker.startup() \",\"That's all you need to do.\",\"Complete code\",\"# broker.py import asyncio from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672\\\") @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Let's run the worker process. First of all, we need rabbitMQ up and running. I highly recommend you use docker.\",\"Now we need to start worker process by running taskiq cli command. You can get more info about the CLI in the CLI section.\",\"taskiq worker broker:broker \",\"After the worker is up, we can run our script as an ordinary python file and see how the worker executes tasks.\",\"$ python broker.py Task execution took: 0.0 seconds. Returned value: None \",\"But the printed result value is not correct. That happens because we didn't provide any result backend that can store results of task execution. To store results, we can use the taskiq-redis library.\",\"pip install taskiq-redis \",\"After the installation, add a new result backend to the broker.\",\"from taskiq_redis import RedisAsyncResultBackend broker = AioPikaBroker( \\\"amqp://guest:guest@localhost:5672\\\", ).with_result_backend(RedisAsyncResultBackend(\\\"redis://localhost\\\")) \",\"Now we need to start redis.\",\"Complete code\",\"# broker.py import asyncio from taskiq_aio_pika import AioPikaBroker from taskiq_redis import RedisAsyncResultBackend broker = AioPikaBroker( \\\"amqp://guest:guest@localhost:5672\\\", ).with_result_backend(RedisAsyncResultBackend(\\\"redis://localhost\\\")) @broker.task async def add_one(value: int) -> int: return value + 1 async def main() -> None: await broker.startup() # Send the task to the broker. task = await add_one.kiq(1) # Wait for the result. result = await task.wait_result(timeout=2) print(f\\\"Task execution took: {result.execution_time} seconds.\\\") if not result.is_err: print(f\\\"Returned value: {result.return_value}\\\") else: print(\\\"Error found while executing task.\\\") await broker.shutdown() if __name__ == \\\"__main__\\\": asyncio.run(main()) \",\"Let's run taskiq once again. The command is the same.\",\"taskiq worker broker:broker \",\"Now, if we run this file with python, we can get the correct results with a valid execution time.\",\"$ python broker.py Task execution took: 1.0013580322265625e-05 seconds. Returned value: 2 \",\"Continue reading to get more information about taskiq internals.\"]},\"67\":{\"h\":\"Timeouts\",\"t\":[\"If you want to restrict amount of time you want to run task, just add timeout label to the task.\",\"You can do it either with decorator or when calling the task.\",\"Cool alert\",\"We use run_in_executor method to run sync functions. Timeouts will raise a TimeoutException, but\\nsynchronous function may not stop from execution. This is a constraint of python.\"]},\"68\":{\"h\":\"Taskiq message format\",\"t\":[\"Taskiq doesn't force you to use any specific message format. We define default message format, but you can use any format you want.\",\"The default message format is:\",\"But this can be easily changed by creating your own implementation of the TaskiqFormatter class or TaskiqSerializer class.\"]},\"69\":{\"h\":\"Serializers\",\"t\":[\"Serializers define the format of the message but not the structure. For example, if you want to use msgpack or ORJson to serialize your message, you should update the serializer of your broker.\",\"Be default, Taskiq uses JSON serializer. But we also have some implementations of other serializers:\",\"ORJSONSerializer - faster JSON implementation. Also, it supports datetime and UUID serialization.\",\"MSGPackSerializer - MsgPack format serializer. It might be useful to send less data over the network.\",\"CBORSerializer - CBOR format serializer. It is also has a smaller size than JSON.\",\"To define your own serializer, you have to subclass the TaskiqSerializer class and implement dumpb and loadb methods. You can take a look at the existing implementations from the taskiq.serializers module.\",\"To install taskiq with libraries for non-JSON serializers, you should install taskiq with extras.\"]},\"70\":{\"h\":\"Formatters\",\"t\":[\"Formatters define the format of the message. It might be useful if you'd like to send a task to a celery worker for a different project. You can do it in seriazier as well, but formatters give you correct type hints.\",\"By default we use a formatter that dumps the message to dict and serializes it using serializer. But you can define your own formatter to send a message in any format you want. To define a new formatter, you have to subclass the TaskiqFormatter class and implement dumps and loads methods.\\nAs an example, you can take a look at the JSONFormatter from taskiq.formatters implementation.\"]},\"71\":{\"h\":\"Scheduling tasks\",\"t\":[\"Sometimes you may want to execute some tasks according to some schedule. For example, you maybe want to call a function every day at 2 pm.\",\"That's not a problem if you use taskiq. We have primitives that can help you to solve your problems.\",\"Let's imagine we have a module, as shown below, and we want to execute the heavy_task every 5 minutes. What should we do?\",\"from taskiq_aio_pika import AioPikaBroker broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672/\\\") @broker.task async def heavy_task(value: int) -> int: return value + 1 \",\"Of course we can implement loop like this:\",\" while True: await heavy_task.kiq(1) await asyncio.sleep(timedelta(minutes=5).total_seconds) \",\"But if you have many schedules it may be a little painful to implement. So let me introduce you the TaskiqScheduler. Let's add scheduler to our module.\",\"from taskiq_aio_pika import AioPikaBroker from taskiq.schedule_sources import LabelScheduleSource from taskiq import TaskiqScheduler broker = AioPikaBroker(\\\"amqp://guest:guest@localhost:5672/\\\") scheduler = TaskiqScheduler( broker=broker, sources=[LabelScheduleSource(broker)], ) @broker.task(schedule=[{\\\"cron\\\": \\\"*/5 * * * *\\\", \\\"args\\\": [1]}]) async def heavy_task(value: int) -> int: return value + 1 \",\"That's it.\",\"Now we need to start our scheduler with the taskiq scheduler command. Like this:\",\"taskiq scheduler module:scheduler \",\"Be careful!\",\"Please always run only one instance of the scheduler! If you run more than one scheduler at a time, please be careful since it may execute one task N times, where N is the number of running scheduler instances.\",\"This command will import the scheduler you defined and start sending tasks to your broker.\",\"Cool tip!\",\"The scheduler doesn't execute tasks. It only sends them.\",\"You can check list of available schedule sources in the Available schedule sources section.\"]},\"72\":{\"h\":\"Multiple sources\",\"t\":[\"Sometimes you may want to use multiple sources to assemble a schedule for tasks. The TaskiqScheduler can do so. But it's obvious how to merge schedules from different sources.\",\"That's why you can pass a custom merge function to resolve all possible conflicts or if you want to have more complex logic aside from sources. For example, filter out some task schedules.\",\"Currently we have only two default functions to merge tasks. You can find them in the taskiq.scheduler.merge_functions module.\",\"preserve_all - simply adds new schedules to the old ones.\",\"only_unique - adds schedule only if it was not added by previous sources.\",\"Every time we update schedule it gets task from the source and executes this function to merge them together.\"]},\"73\":{\"h\":\"Working with timezones\",\"t\":[\"Sometimes, you want to be specific in terms of time zones. We have you covered. Our ScheduledTask model has fields for that. Use these fields or not, it's up to the specific schedule source.\",\"Taskiq scheduler assumes that if time has no specific timezone, it's in UTC. Sometimes, this behavior might not be convinient for developers.\",\"For the time field of ScheduledTask we use timezone information from datetime to check if a task should run.\",\"For cron tasks, we have an additional field called cron_offset that can be used to specify an offset of the cron task. An offset can be a string like Europe/Berlin or an instance of the timedelta class.\"]},\"74\":{\"h\":\"Skipping first run\",\"t\":[\"By default, when you start the scheduler it will get all tasks from the schedule source and check whether they should have been executed in this minute. If tasks should have been executed, they will be executed.\",\"This behaviour might be not convinient for some developers. For example, if you have a task that should be executed on every minute, it will be executed once you start the scheduler, even if it was executed a few seconds ago.\",\"To avoid this behaviour, you can pass the --skip-first-run flag to the taskiq scheduler command. In this case, the scheduler will wait until the start of the next minute and then start executing tasks.\",\"taskiq scheduler module:scheduler --skip-first-run \"]},\"75\":{\"h\":\"Dynamic scheduling\",\"t\":[\"Sometimes you may want to add new schedules to the scheduler on the fly. For example, you may want to run a specific function in several minutes from now. You can easily do it with ScheduleSources that support dynamic scheduling. Currently we suggest to use the RedisScheduleSource for that purpose. List of schedulers with dynamic task addition will be extended in the future. For list of available schedule sources see Available schedule sources.\",\"Here's an example of using redis schedule source:\",\"from taskiq_redis import ListQueueBroker, RedisScheduleSource from taskiq import TaskiqScheduler # Here's the broker that is going to execute tasks broker = ListQueueBroker(\\\"redis://localhost:6379/0\\\") # Here's the source that is used to store scheduled tasks redis_source = RedisScheduleSource(\\\"redis://localhost:6379/0\\\") # And here's the scheduler that is used to query scheduled sources scheduler = TaskiqScheduler(broker, sources=[redis_source]) @broker.task async def my_task(arg1: int, arg2: str) -> None: \\\"\\\"\\\"Example task.\\\"\\\"\\\" print(\\\"Hello from my_task!\\\", arg1, arg2) # noqa: T201 \",\"Now we can use this source to add new schedules in runtime. Here's an example:\",\" await redis_source.startup() await my_task.schedule_by_time( redis_source, # It's better to use UTC time, or add tzinfo to datetime. datetime.datetime.utcnow() + datetime.timedelta(minutes=1, seconds=5), # You can pass args and kwargs here as usual 11, arg2=\\\"arg2\\\", ) \",\"Or if you want to use cron schedules instead, just use schedule_by_cron method.\",\" await my_task.schedule_by_cron( redis_source, \\\"*/5 * * * *\\\", 11, arg2=\\\"arg2\\\", ) \",\"If you want to pass additional labels, you can call these methods on the Kicker instance.\",\" schedule = ( await my_task.kicker() .with_labels(label1=\\\"value\\\") .schedule_by_time( redis_source, datetime.datetime.utcnow() + datetime.timedelta(seconds=10), 11, arg2=\\\"arg2\\\", ) ) \",\"Cool warning!\",\"The with_broker method won't do anything in this case, since we have a broker assigned to each scheduler.\",\"Each of these methods return you an instance of the CreatedSchedule class. This object has unique schedule ID and some helper methods. For example, you can use the unschedule method to remove the schedule from the source.\",\" schedule = await my_task.schedule_by_time( redis_source, datetime.datetime.utcnow() + datetime.timedelta(minutes=1, seconds=5), 11, arg2=\\\"arg2\\\", ) await schedule.unschedule() \",\"Or it can be done manually, by calling delete_schedule on schedule source providing it whith schedule_id.\",\" await redis_source.delete_schedule(schedule.schedule_id) \"]},\"76\":{\"h\":\"State and Dependencies\"},\"77\":{\"h\":\"State\",\"t\":[\"The TaskiqState is a global variable where you can keep the variables you want to use later. For example, you want to open a database connection pool at a broker's startup.\",\"This can be achieved by adding event handlers.\",\"You can use one of these events:\",\"WORKER_STARTUP\",\"CLIENT_STARTUP\",\"WORKER_SHUTDOWN\",\"CLIENT_SHUTDOWN\",\"Worker events are called when you start listening to the broker messages using taskiq. Client events are called when you call the startup method of your broker from your code.\",\"This is an example of code using event handlers:\",\"Cool tip!\",\"If you want to add handlers programmatically, you can use the broker.add_event_handler function.\",\"As you can see in this example, this worker will initialize the Redis pool at the startup. You can access the state from the context.\"]},\"78\":{\"h\":\"Dependencies\",\"t\":[\"Using context directly is nice, but this way you won't get code-completion.\",\"That's why we suggest you try TaskiqDependencies. The implementation is very similar to FastApi's dependencies. You can use classes, functions, and generators as dependencies.\",\"We use the taskiq-dependencies package to provide autocompetion. You can easily integrate it in your own project.\"]},\"79\":{\"h\":\"How dependencies are useful\",\"t\":[\"You can use dependencies for better autocompletion and reduce the amount of code you write. Since the state is generic, we cannot guess the types of the state fields. Dependencies can be annotated with type hints and therefore provide better auto-completion.\",\"Let's assume that you've stored a Redis connection pool in the state as in the example above.\",\"@broker.on_event(TaskiqEvents.WORKER_STARTUP) async def startup(state: TaskiqState) -> None: # Here we store connection pool on startup for later use. state.redis = ConnectionPool.from_url(\\\"redis://localhost/1\\\") \",\"You can access this variable by using the current execution context directly, like this:\",\"If you hit the TAB button after the context.state. expression, your IDE won't give you any auto-completion. But we can create a dependency function to add auto-completion.\",\"Now, this dependency injection will be autocompleted. But, of course, state fields cannot be autocompleted, even in dependencies. But this way, you won't make any typos while writing tasks.\"]},\"80\":{\"h\":\"How do dependencies work\",\"t\":[\"We build a graph of dependencies on startup. If the parameter of the function has the default value of TaskiqDepends this parameter will be treated as a dependency.\",\"Dependencies can also depend on something. Also dependencies are optimized to not evaluate things many times.\",\"For example:\",\"In this code, the dependency common_dep is going to be evaluated only once and the dep1 and the dep2 are going to receive the same value. You can control this behavior by using the use_cache=False parameter to you dependency. This parameter will force the dependency to reevaluate all it's subdependencies.\",\"In this example we cannot predict the result. Since the dep2 doesn't use cache for the common_dep function.\",\"The graph for cached dependencies looks like this:\",\"The dependencies graph for my_task where dep2 doesn't use cached value for common_dep looks like this:\"]},\"81\":{\"h\":\"Class as a dependency\",\"t\":[\"You can use classes as dependencies, and they can also use other dependencies too.\",\"Let's see an example:\",\"As you can see, the dependency for my_task function is declared with TaskiqDependency(). It's because you can omit the class if it's declared in type-hint for the parameter. This feature doesn't work with dependency functions, it's only for classes.\",\"You can pass dependencies for classes in the constructor.\"]},\"82\":{\"h\":\"Generator dependencies\",\"t\":[\"Generator dependencies are used to perform startup before task execution and teardown after the task execution.\",\"In this example, we can do something at startup before the execution and at shutdown after the task is completed.\",\"If you want to do something asynchronously, convert this function to an asynchronous generator. Like this:\"]},\"83\":{\"h\":\"Exception handling\",\"t\":[\"Generator dependencies can handle exceptions that happen in tasks. This feature is handy if you want your system to be more atomic.\",\"For example, if you open a database transaction in your dependency and want to commit it only if the function you execute is completed successfully.\",\"If you don't want to propagate exceptions in dependencies, you can add --no-propagate-errors option to worker command.\",\"taskiq worker my_file:broker --no-propagate-errors \",\"In this case, no exception will ever going to be propagated to any dependency.\"]},\"84\":{\"h\":\"Generics\",\"t\":[\"Taskiq supports generic dependencies. You can create a generic class that is generic over another class and takskiq will be able to resolve generics based on type annotations.\"]},\"85\":{\"h\":\"Default dependencies\",\"t\":[\"By default taskiq has only two dependencies:\",\"Context from taskiq.context.Context\",\"TaskiqState from taskiq.state.TaskiqState\"]},\"86\":{\"h\":\"Adding first-level dependencies\",\"t\":[\"You can expand default list of available dependencies for you application. Taskiq have an ability to add new first-level dependencies using brokers.\",\"The AsyncBroker interface has a function called add_dependency_context and you can add\\nmore default dependencies to the taskiq. This may be useful for libraries if you want to\\nadd new dependencies to users.\"]},\"87\":{\"h\":\"Testing with taskiq\",\"t\":[\"Every time we write programs, we want them to be correct. To achieve this, we use tests. Taskiq allows you to write tests easily as if tasks were normal functions.\",\"Let's dive into examples.\"]},\"88\":{\"h\":\"Preparations\"},\"89\":{\"h\":\"Environment setup\",\"t\":[\"For testing you maybe don't want to use actual distributed broker. But still you want to validate your logic. Since python is an interpreted language, you can easily replace you broker with another one if the expression is correct.\",\"We can set an environment variable, that indicates that currently we're running in testing environment.\",\"Or we can even tell pytest to set this environment for us, just before executing tests using pytest-env plugin.\"]},\"90\":{\"h\":\"Async tests\",\"t\":[\"Since taskiq is fully async, we suggest using anyio to run async functions in pytest. Install the lib and place this fixture somewhere in your root conftest.py file.\",\"@pytest.fixture def anyio_backend(): return 'asyncio' \",\"After the preparations are done, we need to modify the broker's file in your project.\",\"import os from taskiq import AsyncBroker, InMemoryBroker, ZeroMQBroker env = os.environ.get(\\\"ENVIRONMENT\\\") broker: AsyncBroker = ZeroMQBroker() if env and env == \\\"pytest\\\": broker = InMemoryBroker() \",\"As you can see, we added an if statement. If the expression is true, we replace our broker with an imemory broker. The main point here is to not have an actual connection during testing. It's useful because inmemory broker has the same interface as a real broker, but it doesn't send tasks actually.\"]},\"91\":{\"h\":\"Testing tasks\",\"t\":[\"Let's define a task.\",\"from your_project.taskiq import broker @broker.task async def parse_int(val: str) -> int: return int(val) \",\"This simple task may be defined anywhere in your project. If you want to test it, just import it and call as a normal function.\",\"import pytest from your_project.tasks import parse_int @pytest.mark.anyio async def test_task(): assert await parse_int(\\\"11\\\") == 11 \",\"And that's it. Test should pass.\",\"What if you want to test a function that uses task. Let's define such function.\",\"from your_project.taskiq import broker @broker.task async def parse_int(val: str) -> int: return int(val) async def parse_and_add_one(val: str) -> int: task = await parse_int.kiq(val) result = await task.wait_result() return result.return_value + 1 \",\"And since we replaced our broker with InMemoryBroker, we can just call it. It would work as you expect and tests should pass.\",\"@pytest.mark.anyio async def test_add_one(): assert await parse_and_add_one(\\\"11\\\") == 12 \"]},\"92\":{\"h\":\"Dependency injection\",\"t\":[\"If you use dependencies in your tasks, you may think that this can become a problem. But it's not. Here's what we came up with. We added a method called add_dependency_context to the broker. It sets base dependencies for dependency resolution. You can use it for tests.\",\"Let's add a task that depends on Path. I guess this example is not meant to be used in production code bases, but it's suitable for illustration purposes.\",\"To test the task itself, it's not different to the example without dependencies, but we jsut need to pass all expected dependencies manually as function's arguments or key-word arguments.\",\"import pytest from your_project.taskiq import broker from pathlib import Path @pytest.mark.anyio async def test_modify_path(): modified = await modify_path(Path.cwd()) assert str(modified).endswith(\\\"taskiq.py\\\") \",\"But what if we want to test task execution? Well, you don't need to provide dependencies manually, you must mutate dependency_context before calling a task. We suggest to do it in fixtures.\",\"import pytest from your_project.taskiq import broker from pathlib import Path # We use autouse, so this fixture # is called automatically before all tests. @pytest.fixture(scope=\\\"function\\\", autouse=True) async def init_taskiq_dependencies(): # Here we use Path, but you can use other # pytest fixtures here. E.G. FastAPI app. broker.add_dependency_context({Path: Path.cwd()}) yield # After the test we clear all custom dependencies. broker.custom_dependency_context = {} \",\"This fixture will update dependency context for our broker before every test. Now tasks with dependencies can be used. Let's try it out.\",\"@pytest.mark.anyio async def test_modify_path(): task = await modify_path.kiq() result = await task.wait_result() assert str(result.return_value).endswith(\\\"taskiq.py\\\") \",\"This should pass. 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