From c1433dc750bd09679ce6e322cd4a04567d974fe8 Mon Sep 17 00:00:00 2001
From: Jordan Last <jordan.michael.last@gmail.com>
Date: Tue, 10 Sep 2024 11:56:25 -0600
Subject: [PATCH] downgrade dfx to 0.22.0

---
 .github/workflows/test.yml         | 6 +++---
 docs/installation.html             | 6 +++---
 docs/print.html                    | 6 +++---
 docs/searchindex.js                | 2 +-
 docs/searchindex.json              | 2 +-
 the_kybra_book/src/installation.md | 6 +++---
 6 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6d7340c6..97fdaebc 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -39,7 +39,7 @@ jobs:
             - if: contains(github.head_ref, 'release--')
               name: Install dfx
               run: |
-                  DFXVM_INIT_YES=true DFX_VERSION=0.23.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
+                  DFXVM_INIT_YES=true DFX_VERSION=0.22.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
                   echo "$HOME/.local/share/dfx/bin" >> $GITHUB_PATH
             # TODO we should use some Action-specific bot account
             - if: contains(github.head_ref, 'release--')
@@ -180,11 +180,11 @@ jobs:
               uses: actions/cache@v3
               with:
                   path: ~/.cache/dfinity
-                  key: kybra-dfx-0.23.0
+                  key: kybra-dfx-0.22.0
             - if: ${{ needs.release-candidate-deploy.outputs.should_run_tests }}
               name: Install dfx
               run: |
-                  DFXVM_INIT_YES=true DFX_VERSION=0.23.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
+                  DFXVM_INIT_YES=true DFX_VERSION=0.22.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
                   echo "$HOME/.local/share/dfx/bin" >> $GITHUB_PATH
             - if: ${{ needs.release-candidate-deploy.outputs.should_run_tests }}
               working-directory: ${{ matrix.example_directories }}
diff --git a/docs/installation.html b/docs/installation.html
index 6fa9f3f0..2ec99d90 100644
--- a/docs/installation.html
+++ b/docs/installation.html
@@ -154,7 +154,7 @@ <h2 id="dependencies"><a class="header" href="#dependencies">Dependencies</a></h
 <p>You should be using a *nix environment (Linux, Mac OS, <a href="https://learn.microsoft.com/en-us/windows/wsl/install">WSL if using Windows</a>) with bash and have the following installed on your system:</p>
 <ul>
 <li>Python 3.10.7</li>
-<li>dfx 0.23.0</li>
+<li>dfx 0.22.0</li>
 <li>Python VS Code Extension</li>
 </ul>
 <h3 id="python-3107"><a class="header" href="#python-3107">Python 3.10.7</a></h3>
@@ -166,8 +166,8 @@ <h3 id="python-3107"><a class="header" href="#python-3107">Python 3.10.7</a></h3
 ~/.pyenv/bin/pyenv install 3.10.7
 </code></pre>
 <h3 id="dfx"><a class="header" href="#dfx">dfx</a></h3>
-<p>Run the following command to install dfx 0.23.0:</p>
-<pre><code class="language-bash">DFX_VERSION=0.23.0 sh -ci &quot;$(curl -fsSL https://sdk.dfinity.org/install.sh)&quot;
+<p>Run the following command to install dfx 0.22.0:</p>
+<pre><code class="language-bash">DFX_VERSION=0.22.0 sh -ci &quot;$(curl -fsSL https://sdk.dfinity.org/install.sh)&quot;
 </code></pre>
 <p>If after trying to run <code>dfx</code> commands you encounter an error such as <code>dfx: command not found</code>, you might need to add <code>$HOME/bin</code> to your path. Here's an example of doing this in your <code>.bashrc</code>:</p>
 <pre><code class="language-bash">echo 'export PATH=&quot;$PATH:$HOME/bin&quot;' &gt;&gt; &quot;$HOME/.bashrc&quot;
diff --git a/docs/print.html b/docs/print.html
index fecf2388..5d366fb2 100644
--- a/docs/print.html
+++ b/docs/print.html
@@ -342,7 +342,7 @@ <h2 id="dependencies"><a class="header" href="#dependencies">Dependencies</a></h
 <p>You should be using a *nix environment (Linux, Mac OS, <a href="https://learn.microsoft.com/en-us/windows/wsl/install">WSL if using Windows</a>) with bash and have the following installed on your system:</p>
 <ul>
 <li>Python 3.10.7</li>
-<li>dfx 0.23.0</li>
+<li>dfx 0.22.0</li>
 <li>Python VS Code Extension</li>
 </ul>
 <h3 id="python-3107"><a class="header" href="#python-3107">Python 3.10.7</a></h3>
@@ -354,8 +354,8 @@ <h3 id="python-3107"><a class="header" href="#python-3107">Python 3.10.7</a></h3
 ~/.pyenv/bin/pyenv install 3.10.7
 </code></pre>
 <h3 id="dfx"><a class="header" href="#dfx">dfx</a></h3>
-<p>Run the following command to install dfx 0.23.0:</p>
-<pre><code class="language-bash">DFX_VERSION=0.23.0 sh -ci &quot;$(curl -fsSL https://sdk.dfinity.org/install.sh)&quot;
+<p>Run the following command to install dfx 0.22.0:</p>
+<pre><code class="language-bash">DFX_VERSION=0.22.0 sh -ci &quot;$(curl -fsSL https://sdk.dfinity.org/install.sh)&quot;
 </code></pre>
 <p>If after trying to run <code>dfx</code> commands you encounter an error such as <code>dfx: command not found</code>, you might need to add <code>$HOME/bin</code> to your path. Here's an example of doing this in your <code>.bashrc</code>:</p>
 <pre><code class="language-bash">echo 'export PATH=&quot;$PATH:$HOME/bin&quot;' &gt;&gt; &quot;$HOME/.bashrc&quot;
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 22820c8f..f634b308 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Object.assign(window.search, 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book is intended to be an in-depth guide to canister development in Python on the Internet Computer (IC). The first 19 chapters are an introductory guide into canister development with Kybra . These chapters build on each other concept by concept, introducing the fundamentals required to create and deploy canisters to the IC. Chapter 20 is an in-depth reference of the APIs available to Kybra canisters. Our intention is for new developers to use this book as a tutorial or course, starting at chapter 1 and working through chapter 19, using chapter 20 as a reference. There will also be a companion video series on YouTube. Each chapter here will begin with the video companion as soon as it is available. You should expect this book and its companion video series to continue to grow and change over time, as its authors and the IC grow and change. The Kybra Book is subject to the following license: MIT License Copyright (c) 2024 Demergent Labs LLC Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"The Kybra Book » The Kybra Book","id":"0","title":"The Kybra Book"},"1":{"body":"Kybra is a Python Canister Development Kit (CDK) for the Internet Computer (IC). In other words, it's a Python runtime for building applications ( canisters ) on the IC. GitHub repo PyPI package Discord channel","breadcrumbs":"Kybra (Beta) » Kybra (Beta)","id":"1","title":"Kybra (Beta)"},"10":{"body":"It is highly recommended to install Python 3.10.7 using pyenv . To do so, use the pyenv installer as shown below: # install pyenv\ncurl https://pyenv.run | bash # install Python 3.10.7\n~/.pyenv/bin/pyenv install 3.10.7","breadcrumbs":"Installation » Python 3.10.7","id":"10","title":"Python 3.10.7"},"100":{"body":"This section is a work in progress. The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n}","breadcrumbs":"Reference » Candid » nat8 » nat8","id":"100","title":"nat8"},"101":{"body":"This section is a work in progress. The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n}","breadcrumbs":"Reference » Candid » nat16 » nat16","id":"101","title":"nat16"},"102":{"body":"This section is a work in progress. The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n}","breadcrumbs":"Reference » Candid » nat32 » nat32","id":"102","title":"nat32"},"103":{"body":"This section is a work in progress. The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n}","breadcrumbs":"Reference » Candid » nat64 » nat64","id":"103","title":"nat64"},"104":{"body":"This section is a work in progress. The Python type None and the Kybra type null both correspond to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, query @query\ndef get_null() -> None: return None @query\ndef print_null(none: None) -> None: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n}","breadcrumbs":"Reference » Candid » null » null","id":"104","title":"null"},"105":{"body":"This section is a work in progress. The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n}","breadcrumbs":"Reference » Candid » opt » opt","id":"105","title":"opt"},"106":{"body":"This section is a work in progress. The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n}","breadcrumbs":"Reference » Candid » principal » principal","id":"106","title":"principal"},"107":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n};","breadcrumbs":"Reference » Candid » record » record","id":"107","title":"record"},"108":{"body":"This section is a work in progress. The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n}","breadcrumbs":"Reference » Candid » reserved » reserved","id":"108","title":"reserved"},"109":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) }","breadcrumbs":"Reference » Candid » service » service","id":"109","title":"service"},"11":{"body":"Run the following command to install dfx 0.23.0: DFX_VERSION=0.23.0 sh -ci \"$(curl -fsSL https://sdk.dfinity.org/install.sh)\" If after trying to run dfx commands you encounter an error such as dfx: command not found, you might need to add $HOME/bin to your path. Here's an example of doing this in your .bashrc: echo 'export PATH=\"$PATH:$HOME/bin\"' >> \"$HOME/.bashrc\"","breadcrumbs":"Installation » dfx","id":"11","title":"dfx"},"110":{"body":"This section is a work in progress. The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n}","breadcrumbs":"Reference » Candid » text » text","id":"110","title":"text"},"111":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, Variant class ReactionType(Variant, total=False): Fire: None ThumbsUp: None ThumbsDown: None Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: None Sad: None class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n};","breadcrumbs":"Reference » Candid » variant » variant","id":"111","title":"variant"},"112":{"body":"This section is a work in progress. The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n}","breadcrumbs":"Reference » Candid » vec » vec","id":"112","title":"vec"},"113":{"body":"candid decode candid encode canister balance canister balance 128 canister id data certificate print set certified data time trap","breadcrumbs":"Reference » Canister APIs » Canister APIs","id":"113","title":"Canister APIs"},"114":{"body":"This section is a work in progress. Examples: call_raw candid_encoding from kybra import blob, ic, query # decodes Candid bytes to a Candid string\n@query\ndef candid_decode(candid_encoded: blob) -> str: return ic.candid_decode(candid_encoded)","breadcrumbs":"Reference » Canister APIs » candid decode » candid decode","id":"114","title":"candid decode"},"115":{"body":"This section is a work in progress. Examples: call_raw candid_encoding manual_reply notify_raw outgoing_http_requests from kybra import blob, ic, query # encodes a Candid string to Candid bytes\n@query\ndef candid_encode(candid_string: str) -> blob: return ic.candid_encode(candid_string)","breadcrumbs":"Reference » Canister APIs » candid encode » candid encode","id":"115","title":"candid encode"},"116":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat64, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance() -> nat64: return ic.canister_balance()","breadcrumbs":"Reference » Canister APIs » canister balance » canister balance","id":"116","title":"canister balance"},"117":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance128() -> nat: return ic.canister_balance128()","breadcrumbs":"Reference » Canister APIs » canister balance 128 » canister balance 128","id":"117","title":"canister balance 128"},"118":{"body":"This section is a work in progress. Examples: ethereum_json_rpc ic_api http_counter outgoing_http_requests whoami from kybra import ic, Principal, query # returns this canister's id\n@query\ndef id() -> Principal: return ic.id()","breadcrumbs":"Reference » Canister APIs » canister id » canister id","id":"118","title":"canister id"},"119":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, Opt, query # When called from a query call, returns the data certificate authenticating certified_data set by this canister. Returns None if not called from a query call.\n@query\ndef data_certificate() -> Opt[blob]: return ic.data_certificate()","breadcrumbs":"Reference » Canister APIs » data certificate » data certificate","id":"119","title":"data certificate"},"12":{"body":"It is highly recommended to use VS Code and to install the Microsoft Python extension to get full type checking support from within the editor: Extension VS Code -> Preferences -> Extensions -> Search for Python by Microsoft and install it Set python.analysis.typeCheckingMode Set the setting python.analysis.typeCheckingMode to strict: VS Code -> Preferences -> Settings -> Search for python.analysis.typeCheckingMode and set it to strict","breadcrumbs":"Installation » Python VS Code Extension","id":"12","title":"Python VS Code Extension"},"120":{"body":"This section is a work in progress. Examples: ic_api null_example You should always use ic.print instead of print. from kybra import ic, query # prints a message through the local replica's output\n@query\ndef print(message: str) -> bool: ic.print(message) return True","breadcrumbs":"Reference » Canister APIs » print » print","id":"120","title":"print"},"121":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, update, void # sets up to 32 bytes of certified data\n@update\ndef set_certified_data(data: blob) -> void: ic.set_certified_data(data)","breadcrumbs":"Reference » Canister APIs » set certified data » set certified data","id":"121","title":"set certified data"},"122":{"body":"This section is a work in progress. Examples: audio_recorder ic_api from kybra import ic, nat64, query # returns the current timestamp\n@query\ndef time() -> nat64: return ic.time()","breadcrumbs":"Reference » Canister APIs » time » time","id":"122","title":"time"},"123":{"body":"This section is a work in progress. Examples: cross_canister_calls ethereum_json_rpc http_counter ic_api outgoing_http_requests from kybra import ic, query # traps with a message, stopping execution and discarding all state within the call\n@query\ndef trap(message: str) -> bool: ic.trap(message) return True","breadcrumbs":"Reference » Canister APIs » trap » trap","id":"123","title":"trap"},"124":{"body":"heartbeat http_request http_request_update init inspect message post upgrade pre upgrade query update","breadcrumbs":"Reference » Canister Methods » Canister Methods","id":"124","title":"Canister Methods"},"125":{"body":"This section is a work in progress. Examples: heartbeat from kybra import heartbeat, ic, void @heartbeat\ndef heartbeat_() -> void: ic.print(\"this runs ~1 time per second\")","breadcrumbs":"Reference » Canister Methods » heartbeat » heartbeat","id":"125","title":"heartbeat"},"126":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request » http_request","id":"126","title":"http_request"},"127":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request_update(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request_update » http_request_update","id":"127","title":"http_request_update"},"128":{"body":"This section is a work in progress. Examples: ethereum_json_rpc func_types init persistent-storage pre_and_post_upgrade whoami from kybra import ic, init, void @init\ndef init_() -> void: ic.print(\"This runs once when the canister is first initialized\")","breadcrumbs":"Reference » Canister Methods » init » init","id":"128","title":"init"},"129":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Canister Methods » inspect message » inspect message","id":"129","title":"inspect message"},"13":{"body":"","breadcrumbs":"Installation » Common installation issues","id":"13","title":"Common installation issues"},"130":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade whoami from kybra import ic, post_upgrade, void @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"This runs after every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » post upgrade » post upgrade","id":"130","title":"post upgrade"},"131":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade from kybra import ic, pre_upgrade, void @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"This runs before every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » pre upgrade » pre upgrade","id":"131","title":"pre upgrade"},"132":{"body":"This section is a work in progress. from kybra import query @query\ndef simple_query() -> str: return \"This is a query method\"","breadcrumbs":"Reference » Canister Methods » query » query","id":"132","title":"query"},"133":{"body":"This section is a work in progress. from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message","breadcrumbs":"Reference » Canister Methods » update » update","id":"133","title":"update"},"134":{"body":"Guard functions allow you to protect your query and update methods. Guard functions return a GuardResult that looks like this: class GuardResult(Variant, total=False): Ok: null Err: str Returning Ok will allow the protected method to proceed with execution. Returning Err will reject the canister method call. Here's a contrived example where the world is protected only 50% of the time: import random from kybra import GuardResult, update def protect_the_world() -> GuardResult: if random.random() > 0.5: return {\"Ok\": None} else: return {\"Err\": \"The world must be protected\"} @update(guard=protect_the_world)\ndef hello_world() -> str: return \"Hello world!\"","breadcrumbs":"Reference » Guard Functions » Guard Functions","id":"134","title":"Guard Functions"},"135":{"body":"bitcoin_get_balance bitcoin_get_current_fee_percentiles bitcoin_get_utxos bitcoin_send_transaction canister_status create_canister delete_canister deposit_cycles ecdsa_public_key http_request install_code provisional_create_canister_with_cycles provisional_top_up_canister raw_rand sign_with_ecdsa start_canister stop_canister uninstall_code update_settings","breadcrumbs":"Reference » Management Canister » Management Canister","id":"135","title":"Management Canister"},"136":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister, Satoshi BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetBalanceResult(Variant, total=False): Ok: Satoshi Err: str @update\ndef get_balance(address: str) -> Async[ExecuteGetBalanceResult]: call_result: CallResult[Satoshi] = yield management_canister.bitcoin_get_balance( {\"address\": address, \"min_confirmations\": None, \"network\": {\"Regtest\": None}} ).with_cycles(BITCOIN_API_CYCLE_COST) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_balance » bitcoin_get_balance","id":"136","title":"bitcoin_get_balance"},"137":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant, Vec\nfrom kybra.canisters.management import management_canister, MillisatoshiPerByte BITCOIN_API_CYCLE_COST = 100_000_000 class GetCurrentFeePercentilesResult(Variant, total=False): Ok: Vec[MillisatoshiPerByte] Err: str @update\ndef get_current_fee_percentiles() -> Async[GetCurrentFeePercentilesResult]: call_result: CallResult[ Vec[MillisatoshiPerByte] ] = yield management_canister.bitcoin_get_current_fee_percentiles( {\"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_current_fee_percentiles » bitcoin_get_current_fee_percentiles","id":"137","title":"bitcoin_get_current_fee_percentiles"},"138":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import GetUtxosResult, management_canister BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetUtxosResult(Variant, total=False): Ok: GetUtxosResult Err: str @update\ndef get_utxos(address: str) -> Async[ExecuteGetUtxosResult]: call_result: CallResult[ GetUtxosResult ] = yield management_canister.bitcoin_get_utxos( {\"address\": address, \"filter\": None, \"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_utxos » bitcoin_get_utxos","id":"138","title":"bitcoin_get_utxos"},"139":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, blob, CallResult, match, null, update, Variant, void\nfrom kybra.canisters.management import management_canister BITCOIN_BASE_TRANSACTION_COST = 5_000_000_000\nBITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE = 20_000_000 class SendTransactionResult(Variant, total=False): Ok: null Err: str @update\ndef send_transaction(transaction: blob) -> Async[SendTransactionResult]: transaction_fee = ( BITCOIN_BASE_TRANSACTION_COST + len(transaction) * BITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE ) call_result: CallResult[void] = yield management_canister.bitcoin_send_transaction( {\"transaction\": transaction, \"network\": {\"Regtest\": None}} ).with_cycles(transaction_fee) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_send_transaction » bitcoin_send_transaction","id":"139","title":"bitcoin_send_transaction"},"14":{"body":"Error: linker cc not found Resolution: sudo apt install build-essential Error: is cmake not installed? Resolution: sudo apt install cmake Error: ERROR: The Python ssl extension was not compiled. Missing the OpenSSL lib Resolution: You may have the right version of open ssl but you might be missing libssl-dev sudo apt-get install libssl-dev","breadcrumbs":"Installation » Ubuntu","id":"14","title":"Ubuntu"},"140":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CanisterStatusArgs, CanisterStatusResult, management_canister,\n) class GetCanisterStatusResult(Variant, total=False): Ok: CanisterStatusResult Err: str @update\ndef get_canister_status(args: CanisterStatusArgs) -> Async[GetCanisterStatusResult]: canister_status_result_call_result: CallResult[ CanisterStatusResult ] = yield management_canister.canister_status({\"canister_id\": args[\"canister_id\"]}) return match( canister_status_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » canister_status » canister_status","id":"140","title":"canister_status"},"141":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import CreateCanisterResult, management_canister class ExecuteCreateCanisterResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef execute_create_canister() -> Async[ExecuteCreateCanisterResult]: create_canister_result_call_result: CallResult[ CreateCanisterResult ] = yield management_canister.create_canister({\"settings\": None}).with_cycles( 50_000_000_000_000 ) return match( create_canister_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » create_canister » create_canister","id":"141","title":"create_canister"},"142":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_delete_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.delete_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » delete_canister » delete_canister","id":"142","title":"delete_canister"},"143":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_deposit_cycles(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.deposit_cycles( {\"canister_id\": canister_id} ).with_cycles(1_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » deposit_cycles » deposit_cycles","id":"143","title":"deposit_cycles"},"144":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import management_canister, EcdsaPublicKeyResult class PublicKey(Record): public_key: blob class PublicKeyResult(Variant, total=False): Ok: PublicKey Err: str @update\ndef public_key() -> Async[PublicKeyResult]: caller = ic.caller().bytes call_result: CallResult[ EcdsaPublicKeyResult ] = yield management_canister.ecdsa_public_key( { \"canister_id\": None, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » ecdsa_public_key » ecdsa_public_key","id":"144","title":"ecdsa_public_key"},"145":{"body":"This section is a work in progress. Examples: ethereum_json_rpc outgoing_http_requests from kybra import Async, CallResult, match, ic, query, update\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) @update\ndef xkcd() -> Async[HttpResponse]: max_response_bytes = 1_000 # TODO this is just a heuristic for cost, might change when the feature is officially released: https://forum.dfinity.org/t/enable-canisters-to-make-http-s-requests/9670/130 cycle_cost_base = 400_000_000 cycle_cost_per_byte = 300_000 # TODO not sure on this exact cost cycle_cost_total = cycle_cost_base + cycle_cost_per_byte * max_response_bytes http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": \"https://xkcd.com/642/info.0.json\", \"max_response_bytes\": max_response_bytes, \"method\": {\"get\": None}, \"headers\": [], \"body\": None, \"transform\": {\"function\": (ic.id(), \"xkcd_transform\"), \"context\": bytes()}, } ).with_cycles(cycle_cost_total) return match(http_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: ic.trap(err)}) @query\ndef xkcd_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"Reference » Management Canister » http_request » http_request","id":"145","title":"http_request"},"146":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, blob, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » install_code » install_code","id":"146","title":"install_code"},"147":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CreateCanisterResult, management_canister, ProvisionalCreateCanisterWithCyclesResult,\n) class ExecuteProvisionalCreateCanisterWithCyclesResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef provisional_create_canister_with_cycles() -> ( Async[ExecuteProvisionalCreateCanisterWithCyclesResult]\n): call_result: CallResult[ ProvisionalCreateCanisterWithCyclesResult ] = yield management_canister.provisional_create_canister_with_cycles( {\"amount\": None, \"settings\": None} ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_create_canister_with_cycles » provisional_create_canister_with_cycles","id":"147","title":"provisional_create_canister_with_cycles"},"148":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, nat, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef provisional_top_up_canister( canister_id: Principal, amount: nat\n) -> Async[DefaultResult]: call_result: CallResult[ void ] = yield management_canister.provisional_top_up_canister( {\"canister_id\": canister_id, \"amount\": amount} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_top_up_canister » provisional_top_up_canister","id":"148","title":"provisional_top_up_canister"},"149":{"body":"This section is a work in progress. Examples: generators heartbeat management_canister timers from kybra import Async, blob, CallResult, match, update\nfrom kybra.canisters.management import management_canister @update\ndef get_randomness_directly() -> Async[blob]: randomness_result: CallResult[blob] = yield management_canister.raw_rand() return match(randomness_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: err})","breadcrumbs":"Reference » Management Canister » raw_rand » raw_rand","id":"149","title":"raw_rand"},"15":{"body":"The project directory and file structure main.py dfx.json Local deployment Interacting with your canister from the command line Interacting with your canister from the web UI Let's build your first application (canister) with Kybra! Before embarking please ensure you've followed all of the installation instructions . We'll build a simple Hello World canister that shows the basics of importing Kybra, exposing a query method, exposing an update method, and storing some state in a global variable. We'll then interact with it from the command line and from our web browser.","breadcrumbs":"Hello World » Hello World","id":"15","title":"Hello World"},"150":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import ( management_canister, SignWithEcdsaResult,\n) class Signature(Record): signature: blob class SignResult(Variant, total=False): Ok: Signature Err: str @update\ndef sign(message_hash: blob) -> Async[SignResult]: if len(message_hash) != 32: ic.trap(\"message_hash must be 32 bytes\") caller = ic.caller().bytes call_result: CallResult[ SignWithEcdsaResult ] = yield management_canister.sign_with_ecdsa( { \"message_hash\": message_hash, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ).with_cycles( 10_000_000_000 ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » sign_with_ecdsa » sign_with_ecdsa","id":"150","title":"sign_with_ecdsa"},"151":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_start_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.start_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » start_canister » start_canister","id":"151","title":"start_canister"},"152":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_stop_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.stop_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » stop_canister » stop_canister","id":"152","title":"stop_canister"},"153":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_uninstall_code(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.uninstall_code( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » uninstall_code » uninstall_code","id":"153","title":"uninstall_code"},"154":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_update_settings(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.update_settings( { \"canister_id\": canister_id, \"settings\": { \"controllers\": None, \"compute_allocation\": 1, \"memory_allocation\": 3_000_000, \"freezing_threshold\": 2_000_000, }, } ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » update_settings » update_settings","id":"154","title":"update_settings"},"155":{"body":"stable structures stable bytes stable grow stable read stable size stable write stable64 grow stable64 read stable64 size stable64 write","breadcrumbs":"Reference » Stable Memory » Stable Memory","id":"155","title":"Stable Memory"},"156":{"body":"This section is a work in progress. Examples: audio_recorder ethereum_json_rpc func_types http_counter persistent-storage pre_and_post_upgrade stable_structures from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values()","breadcrumbs":"Reference » Stable Memory » stable structures » stable structures","id":"156","title":"stable structures"},"157":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, query @query\ndef stable_bytes() -> blob: return ic.stable_bytes()","breadcrumbs":"Reference » Stable Memory » stable bytes » stable bytes","id":"157","title":"stable bytes"},"158":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, StableGrowResult, update @update\ndef stable_grow(new_pages: nat32) -> StableGrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable grow » stable grow","id":"158","title":"stable grow"},"159":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, query @query\ndef stable_read(offset: nat32, length: nat32) -> blob: return ic.stable_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable read » stable read","id":"159","title":"stable read"},"16":{"body":"Assuming you're starting completely from scratch, run these commands to setup your project's directory and file structure: mkdir kybra_hello_world\ncd kybra_hello_world mkdir src touch src/main.py\ntouch dfx.json Now create and source a virtual environment: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate Now install Kybra and the Kybra dfx extension: pip install kybra\npython -m kybra install-dfx-extension Open up kybra_hello_world in your text editor (we recommend VS Code with the Microsoft Python extension ).","breadcrumbs":"Hello World » The project directory and file structure","id":"16","title":"The project directory and file structure"},"160":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, query @query\ndef stable_size() -> nat32: return ic.stable_size()","breadcrumbs":"Reference » Stable Memory » stable size » stable size","id":"160","title":"stable size"},"161":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, update, void @update\ndef stable_write(offset: nat32, buf: blob) -> void: ic.stable_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable write » stable write","id":"161","title":"stable write"},"162":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, Stable64GrowResult, update @update\ndef stable_grow(new_pages: nat64) -> Stable64GrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable64 grow » stable64 grow","id":"162","title":"stable64 grow"},"163":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, query @query\ndef stable64_read(offset: nat64, length: nat64) -> blob: return ic.stable64_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable64 read » stable64 read","id":"163","title":"stable64 read"},"164":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, query @query\ndef stable64_size() -> nat64: return ic.stable64_size()","breadcrumbs":"Reference » Stable Memory » stable64 size » stable64 size","id":"164","title":"stable64 size"},"165":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, update, void @update\ndef stable64_write(offset: nat64, buf: blob) -> void: ic.stable64_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable64 write » stable64 write","id":"165","title":"stable64 write"},"166":{"body":"clear timer set timer set timer interval","breadcrumbs":"Reference » Timers » Timers","id":"166","title":"Timers"},"167":{"body":"This section is a work in progress. Examples: timers from kybra import ic, TimerId, update, void @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\")","breadcrumbs":"Reference » Timers » clear timer » clear timer","id":"167","title":"clear timer"},"168":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) @update\ndef set_timer(delay: Duration) -> TimerId: return ic.set_timer(delay, timer_callback) def timer_callback(): ic.print(\"timer_callback\")","breadcrumbs":"Reference » Timers » set timer » set timer","id":"168","title":"set timer"},"169":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) counter = 0 @update\ndef set_timer_interval(interval: Duration) -> TimerId: return ic.set_timer_interval(interval, timer_callback) def timer_callback(): global counter counter += 1 ic.print(f\"timer_callback: {counter}\")","breadcrumbs":"Reference » Timers » set timer interval » set timer interval","id":"169","title":"set timer interval"},"17":{"body":"Here's the main code of the project, which you should put in the kybra_hello_world/src/main.py file of your canister: from kybra import query, update, void # This is a global variable that is stored on the heap\nmessage: str = '' # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted Let's discuss each section of the code. from kybra import query, update, void The code starts off by importing the query and update decorators from kybra, along with the void type. The kybra module provides most of the Internet Computer (IC) APIs for your canister. # This is a global variable that is stored on the heap\nmessage: str = '' We have created a global variable to store the state of our application. This variable is in scope to all of the functions defined in this module. We have annotated it with a type and set it equal to an empty string. # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message We are exposing a canister query method here. When query methods are called they execute quickly because they do not have to go through consensus. This method simply returns our global message variable. # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted We are exposing an update method here. When update methods are called they take a few seconds to complete. This is because they persist changes and go through consensus. A majority of nodes in a subnet must agree on all state changes introduced in calls to update methods. This method accepts a string from the caller and will store it in our global message variable. That's it! We've created a very simple getter/setter Hello World application. But no Hello World project is complete without actually yelling Hello world! To do that, we'll need to setup the rest of our project.","breadcrumbs":"Hello World » main.py","id":"17","title":"main.py"},"18":{"body":"Create the following in kybra_hello_world/dfx.json: { \"canisters\": { \"kybra_hello_world\": { \"type\": \"kybra\", \"main\": \"src/main.py\" } }\n}","breadcrumbs":"Hello World » dfx.json","id":"18","title":"dfx.json"},"19":{"body":"Let's deploy to our local replica. First startup the replica: dfx start --background If you want an extra speedy deploy: dfx start --background --artificial-delay 0 Then deploy the canister: dfx deploy If you have problems deploying see Common deployment issues .","breadcrumbs":"Hello World » Local deployment","id":"19","title":"Local deployment"},"2":{"body":"Kybra may have unknown security vulnerabilities due to the following: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython","breadcrumbs":"Kybra (Beta) » Disclaimer","id":"2","title":"Disclaimer"},"20":{"body":"Once we've deployed we can ask for our message: dfx canister call kybra_hello_world get_message We should see (\"\") representing an empty message. Now let's yell Hello World!: dfx canister call kybra_hello_world set_message '(\"Hello World!\")' Retrieve the message: dfx canister call kybra_hello_world get_message We should see (\"Hello World!\").","breadcrumbs":"Hello World » Interacting with your canister from the command line","id":"20","title":"Interacting with your canister from the command line"},"21":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: kybra_hello_world: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai or the equivalent URL from your terminal to access the web UI and interact with your canister.","breadcrumbs":"Hello World » Interacting with your canister from the web UI","id":"21","title":"Interacting with your canister from the web UI"},"22":{"body":"Starting the local replica Deploying to the local replica Interacting with your canister Deploying to mainnet Common deployment issues There are two main Internet Computer (IC) environments that you will generally interact with: the local replica and mainnet. When developing on your local machine, our recommended flow is to start up a local replica in your project's root directoy and then deploy to it for local testing.","breadcrumbs":"Deployment » Deployment","id":"22","title":"Deployment"},"23":{"body":"Open a terminal and navigate to your project's root directory: dfx start Alternatively you can start the local replica as a background process: dfx start --background If you want extra speedy deploys: dfx start --artificial-delay 0 or dfx start --background --artificial-delay 0 If you want to stop a local replica running in the background: dfx stop If you ever see this error after dfx stop: Error: Failed to kill all processes. Remaining: 627221 626923 627260 Then try this: sudo kill -9 627221\nsudo kill -9 626923\nsudo kill -9 627260 If your replica starts behaving strangely, we recommend starting the replica clean, which will clean the dfx state of your project: dfx start --clean","breadcrumbs":"Deployment » Starting the local replica","id":"23","title":"Starting the local replica"},"24":{"body":"To deploy all canisters defined in your dfx.json: dfx deploy To deploy an individual canister: dfx deploy canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to the local replica","id":"24","title":"Deploying to the local replica"},"25":{"body":"As a developer you can generally interact with your canister in three ways: dfx command line dfx web UI @dfinity/agent","breadcrumbs":"Deployment » Interacting with your canister","id":"25","title":"Interacting with your canister"},"26":{"body":"You can see a more complete reference here . The commands you are likely to use most frequently are: # assume a canister named my_canister # builds and deploys all canisters specified in dfx.json\ndfx deploy # builds all canisters specified in dfx.json\ndfx build # builds and deploys my_canister\ndfx deploy my_canister # builds my_canister\ndfx build my_canister # removes the Wasm binary and state of my_canister\ndfx uninstall-code my_canister # calls the method_name method on my_canister with a string argument\ndfx canister call my_canister method_name '(\"This is a Candid string argument\")'","breadcrumbs":"Deployment » dfx command line","id":"26","title":"dfx command line"},"27":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: my_canister: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai to access the web UI.","breadcrumbs":"Deployment » dfx web UI","id":"27","title":"dfx web UI"},"28":{"body":"@dfinity/agent is the TypeScript/JavaScript client library for interacting with canisters on the IC. If you are building a client web application, this is probably what you'll want to use. There are other agents for other languages as well: Java Python Rust","breadcrumbs":"Deployment » @dfinity/agent","id":"28","title":"@dfinity/agent"},"29":{"body":"Assuming you are setup with cycles , then you are ready to deploy to mainnet. To deploy all canisters defined in your dfx.json: dfx deploy --network ic To deploy an individual canister: dfx deploy --network ic canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to mainnet","id":"29","title":"Deploying to mainnet"},"3":{"body":"We hope to get to a production-ready 1.0 in 2025. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits","breadcrumbs":"Kybra (Beta) » Roadmap","id":"3","title":"Roadmap"},"30":{"body":"If you run into an error during deployment, try the following: Ensure that you have followed the instructions correctly in the installation chapter , especially noting the common installation issues Ensure that you have created and activated your virtual environment, and that you have done the following from within that virtual environment: installed Kybra, installed the Kybra dfx extension, and run dfx deploy: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate\npip install kybra\npython -m kybra install-dfx-extension\ndfx deploy Look for more error output by adding the KYBRA_VERBOSE=true environment variable to dfx deploy like so: KYBRA_VERBOSE=true dfx deploy Look for errors in each of the files in ~/.config/kybra/[kybra_version]/logs If the problem is still not resolved, reach out with any error outputs in the Discord channel","breadcrumbs":"Deployment » Common deployment issues","id":"30","title":"Common deployment issues"},"31":{"body":"Kybra has many example projects showing nearly all Kybra APIs. They can be found in the examples directory of the Kybra GitHub repository . We'll highlight a few of them here: Query Update Primitive Types Stable Structures Cycles Cross Canister Calls Management Canister Outgoing HTTP Requests Incoming HTTP Requests Pre and Post Upgrade Timers","breadcrumbs":"Examples » Examples","id":"31","title":"Examples"},"32":{"body":"The Internet Computer (IC) is a decentralized cloud platform. Actually, it is better thought of as a progressively decentralizing cloud platform. Its full vision is yet to be fulfilled. It aims to be owned and operated by many independent entities in many geographies and legal jurisdictions throughout the world. This is in opposition to most traditional cloud platforms today, which are generally owned and operated by one overarching legal entity. The IC is composed of computer hardware nodes running the IC protocol software. Each running IC protocol software process is known as a replica. Nodes are assigned into groups known as subnets. Each subnet attempts to maximize its decentralization of nodes according to factors such as data center location and node operator independence. The subnets vary in size. Generally speaking the larger the size of the subnet the more secure it will be. Subnets currently range in size from 13 to 40 nodes, with most subnets having 13 nodes. IC applications, known as canisters, are deployed to specific subnets. They are then accessible through Internet Protocol requests such as HTTP. Each subnet replicates all canisters across all of its replicas. A consensus protocol is run by the replicas to ensure Byzantine Fault Tolerance . View the IC Dashboard to explore all data centers, subnets, node operators, and many other aspects of the IC.","breadcrumbs":"Internet Computer Overview » Internet Computer Overview","id":"32","title":"Internet Computer Overview"},"33":{"body":"Canisters are Internet Computer (IC) applications. They are the encapsulation of your code and state, and are essentially Wasm modules. State can be stored on the 4 GiB heap or in a larger 96 GiB location called stable memory. You can store state on the heap using your language's native global variables. You can store state in stable memory using low-level APIs or special stable data structures that behave similarly to native language data structures. State changes must go through a process called consensus. The consensus process ensures that state changes are Byzantine Fault Tolerant . This process takes a few seconds to complete. Operations on canister state are exposed to users through canister methods. These methods can be invoked through HTTP requests. Query methods allow state to be read and are low-latency. Update methods allow state to be changed and are higher-latency. Update methods take a few seconds to complete because of the consensus process.","breadcrumbs":"Canisters Overview » Canisters Overview","id":"33","title":"Canisters Overview"},"34":{"body":"","breadcrumbs":"Query Methods » Query Methods","id":"34","title":"Query Methods"},"35":{"body":"Decorate functions with @query Read-only Executed on a single node No consensus Latency on the order of ~100 milliseconds 5 billion Wasm instruction limit 4 GiB heap limit ~32k queries per second per canister The most basic way to expose your canister's functionality publicly is through a query method. Here's an example of a simple query method: from kybra import query @query\ndef get_string() -> str: return \"This is a query method!\" get_string can be called from the outside world through the IC's HTTP API. You'll usually invoke this API from the dfx command line, dfx web UI, or an agent . From the dfx command line you can call it like this: dfx canister call my_canister get_string Query methods are read-only. They do not persist any state changes. Take a look at the following example: from kybra import query, void db = {} @query\ndef set(key: str, value: str) -> void: db[key] = value Calling set will perform the operation of setting the key item on the db dictionary to value, but after the call finishes that change will be discarded. This is because query methods are executed on a single node machine and do not go through consensus . This results in lower latencies, perhaps on the order of 100 milliseconds. There is a limit to how much computation can be done in a single call to a query method. The current query call limit is 5 billion Wasm instructions . Here's an example of a query method that runs the risk of reaching the limit: from kybra import nat32, query @query\ndef pyramid(levels: nat32) -> str: levels_array = [0 for _ in range(levels)] asterisk_array = [ [\"*\" for _ in range(i + 1)] + [\"\\n\"] for i in range(len(levels_array)) ] flattened_array = [element for subarray in asterisk_array for element in subarray] return \"\".join(flattened_array) From the dfx command line you can call pyramid like this: dfx canister call my_canister pyramid '(600)' With an argument of 600, pyramid will fail with an error ...exceeded the instruction limit for single message execution. Keep in mind that each query method invocation has up to 4 GiB of heap available. In terms of query scalability, an individual canister likely has an upper bound of ~36k queries per second .","breadcrumbs":"Query Methods » TLDR","id":"35","title":"TLDR"},"36":{"body":"","breadcrumbs":"Update Methods » Update Methods","id":"36","title":"Update Methods"},"37":{"body":"Annotate functions with @update Read-write Executed on many nodes Consensus Latency ~2-5 seconds 20 billion Wasm instruction limit 4 GiB heap limit 96 GiB stable memory limit ~900 updates per second per canister Update methods are similar to query methods, but state changes can be persisted. Here's an example of a simple update method: from kybra import nat64, update counter = 0 @update\ndef increment() -> nat64: global counter counter += 1 return counter Calling increment will increase the value of counter by 1 and then return its current value. Because counter is a global variable, the change will be persisted to the heap, and subsequent query and update calls will have access to the new counter value. Because the Internet Computer (IC) persists changes with certain fault tolerance guarantees, update calls are executed on many nodes and go through consensus . This leads to latencies of ~2-5 seconds per update call. Due to the latency and other expenses involved with update methods, it is best to use them only when necessary. Look at the following example: from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message You'll notice that we use an update method, set_message, only to perform the change to the global message variable. We use get_message, a query method, to read the message. Keep in mind that the heap is limited to 4 GiB, and thus there is an upper bound to global variable storage capacity. You can imagine how a simple database like the following would eventually run out of memory with too many entries: from kybra import Opt, query, update, void db: dict[str, str] = {} @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db[key] = value If you need more than 4 GiB of storage, consider taking advantage of the 96 GiB of stable memory. Stable structures like StableBTreeMap give you a nice API for interacting with stable memory. These data structures will be covered in more detail later . Here's a simple example: from kybra import Opt, query, StableBTreeMap, update, void db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) So far we have only seen how state changes can be persisted. State changes can also be discarded by implicit or explicit traps. A trap is an immediate stop to execution with the ability to provide a message to the execution environment. Traps can be useful for ensuring that multiple operations are either all completed or all disregarded, or in other words atomic. Keep in mind that these guarantees do not hold once cross-canister calls are introduced, but that's a more advanced topic covered later . Here's an example of how to trap and ensure atomic changes to your database: from kybra import ic, Opt, query, Record, StableBTreeMap, update, Vec, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(entries: Vec[Entry]) -> void: for entry in entries: if entry[\"key\"] == \"trap\": ic.trap(\"explicit trap\") db.insert(entry[\"key\"], entry[\"value\"]) In addition to ic.trap, an explicit Python raise or any unhandled exception will also trap. There is a limit to how much computation can be done in a single call to an update method. The current update call limit is 20 billion Wasm instructions . If we modify our database example, we can introduce an update method that runs the risk of reaching the limit: from kybra import nat64, Opt, query, Record, StableBTreeMap, update, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=1_000, max_value_size=1_000) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(num_entries: nat64) -> void: for i in range(num_entries): db.insert(str(i), str(i)) From the dfx command line you can call set_many like this: dfx canister call my_canister set_many '(100_000)' With an argument of 100_000, set_many will fail with an error ...exceeded the instruction limit for single message execution. In terms of update scalability, an individual canister likely has an upper bound of ~900 updates per second .","breadcrumbs":"Update Methods » TLDR","id":"37","title":"TLDR"},"38":{"body":"text blob nat nat64 nat32 nat16 nat8 int int64 int32 int16 int8 float64 float32 bool null vec opt record variant func service principal reserved empty Candid is an interface description language created by DFINITY . It can be used to define interfaces between services (canisters), allowing canisters and clients written in various languages to easily interact with each other. Kybra allows you to express Candid types through a combination of native and Kybra-provided Python types. These types will be necessary in various places as you define your canister. For example, Candid types must be used when defining the parameters and return types of your query and update methods. It's important to note that the Candid types are represented at runtime using specific Python data structures that may differ in behavior from the description of the actual Candid type. For example, a float32 Candid type is a Python float , a nat64 is a Python int , and an int is also a Python int . Keep this in mind as it may result in unexpected behavior. Each Candid type and its equivalent Python runtime value is explained in more detail in this chapter. A reference of all Candid types available on the Internet Computer (IC) can be found here . The following is a simple example showing how to import and use most of the Candid types available in Kybra: from kybra import ( blob, float64, float32, Func, int8, int16, int32, int64, nat, nat8, nat16, nat32, nat64, null, Opt, Principal, query, Query, Record, Service, service_query, service_update, Variant, Vec,\n) class Candid(Record): text: str blob: blob nat: nat nat64: nat64 nat32: nat32 nat16: nat16 nat8: nat8 int: int int64: int64 int32: int32 int16: int16 int8: int8 float64: float64 float32: float32 bool: bool null: null vec: Vec[str] opt: Opt[\"nat\"] record: \"CandidRecord\" variant: \"CandidVariant\" func: \"CandidFunc\" service: \"MyService\" principal: Principal class CandidRecord(Record): first_name: str last_name: str age: nat8 class CandidVariant(Variant, total=False): Tag1: null Tag2: null Tag3: int class MyService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... CandidFunc = Func(Query[[], Candid]) @query\ndef candid_types() -> Candid: return { \"text\": \"text\", \"blob\": bytes(), \"nat\": 340_282_366_920_938_463_463_374_607_431_768_211_455, \"nat64\": 18_446_744_073_709_551_615, \"nat32\": 4_294_967_295, \"nat16\": 65_535, \"nat8\": 255, \"int\": 170_141_183_460_469_231_731_687_303_715_884_105_727, \"int64\": 9_223_372_036_854_775_807, \"int32\": 2_147_483_647, \"int16\": 32_767, \"int8\": 127, \"float64\": 0.0, \"float32\": 0.0, \"bool\": True, \"null\": None, \"vec\": [\"has one element\"], \"opt\": None, \"record\": {\"first_name\": \"John\", \"last_name\": \"Doe\", \"age\": 35}, \"variant\": {\"Tag1\": None}, \"func\": (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"candid_types\"), \"service\": MyService(Principal.from_str(\"aaaaa-aa\")), \"principal\": Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), } Calling candid_types with dfx will return: ( record { \"int\" = 170_141_183_460_469_231_731_687_303_715_884_105_727 : int; \"nat\" = 340_282_366_920_938_463_463_374_607_431_768_211_455 : nat; \"opt\" = null; \"vec\" = vec { \"has one element\" }; \"service\" = service \"aaaaa-aa\"; \"principal\" = principal \"ryjl3-tyaaa-aaaaa-aaaba-cai\"; \"blob\" = vec {}; \"bool\" = true; \"func\" = func \"rrkah-fqaaa-aaaaa-aaaaq-cai\".candid_types; \"int8\" = 127 : int8; \"nat8\" = 255 : nat8; \"null\" = null : null; \"text\" = \"text\"; \"nat16\" = 65_535 : nat16; \"nat32\" = 4_294_967_295 : nat32; \"nat64\" = 18_446_744_073_709_551_615 : nat64; \"int16\" = 32_767 : int16; \"int32\" = 2_147_483_647 : int32; \"int64\" = 9_223_372_036_854_775_807 : int64; \"variant\" = variant { Tag1 }; \"float32\" = 0 : float32; \"float64\" = 0 : float64; \"record\" = record { age = 35 : nat8; first_name = \"John\"; last_name = \"Doe\"; }; },\n) text The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n} blob The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n} nat The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n} nat64 The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n} nat32 The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n} nat16 The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n} nat8 The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n} int The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n} int64 The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n} int32 The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n} int16 The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n} int8 The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n} float64 The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n} float32 The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n} bool The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n} null The Kybra type null corresponds to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, null, query @query\ndef get_null() -> null: return None @query\ndef print_null(none: null) -> null: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n} vec The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n} Opt The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n} record Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n}; variant Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, null, Variant class ReactionType(Variant, total=False): Fire: null ThumbsUp: null ThumbsDown: null Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: null Sad: null class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n}; func The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n} service Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) } principal The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n} reserved The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n} empty The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query @query\ndef get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Candid » Candid","id":"38","title":"Candid"},"39":{"body":"","breadcrumbs":"Stable Structures » Stable Structures","id":"39","title":"Stable Structures"},"4":{"body":"Kybra is currently developed by Demergent Labs , a for-profit company with a grant from DFINITY . Demergent Labs' vision is to accelerate the adoption of Web3, the Internet Computer, and sustainable open source.","breadcrumbs":"Kybra (Beta) » Demergent Labs","id":"4","title":"Demergent Labs"},"40":{"body":"96 GiB of stable memory Persistent across upgrades Familiar API Must specify memory id Must specify maximum key size Must specify maximum value size No migrations per memory id Stable structures are data structures with familiar APIs that allow access to stable memory. Stable memory is a separate memory location from the heap that currently allows up to 96 GiB of storage. Stable memory persists automatically across upgrades. Persistence on the Internet Computer (IC) is very important to understand. When a canister is upgraded (its code is changed after being initially deployed) its heap is wiped. This includes all global variables. On the other hand, anything stored in stable memory will be preserved. Writing and reading to and from stable memory can be done with a low-level API , but it is generally easier and preferable to use stable structures. Kybra currently provides one stable structure called StableBTreeMap. It's similar to a Python dictionary or a map that you'd find in most languages, and has most of the common operations you'd expect such as reading, inserting, and removing values. Here's how to define a simple StableBTreeMap. Each StableBTreeMap must be defined in the global scope (not within any functions or objects etc): from kybra import nat8, StableBTreeMap map = StableBTreeMap[nat8, str](memory_id=0, max_key_size=100, max_value_size=1_000) This is a StableBTreeMap with a key of type nat8 and a value of type str. Key and value types can be any Candid type . This StableBTreeMap also has a memory id of 0, a maximum key size of 100 bytes and a maximum value size of 1_000 bytes. You must statically specify the memory id, maximum key size, and maximum value sizes (they cannot be variables). The memory id can be a number between 0 and 254, We hope to reduce the complexity around memory id in the future, and perhaps remove the need to specify it entirely. Each StableBTreeMap instance must have a unique memory id. Once a memory id is allocated, it cannot be used with a different StableBTreeMap. This means you can't create another StableBTreeMap using the same memory id, and you can't change the key or value types of an existing StableBTreeMap. This problem will be addressed . Here's an example showing all of the basic StableBTreeMap operations: from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values() With these basic operations you can build more complex CRUD database applications: import secrets from kybra import ( blob, ic, nat64, Opt, Principal, query, Record, StableBTreeMap, update, Variant, Vec,\n) class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) @update\ndef create_user(username: str) -> User: id = generate_id() user: User = { \"id\": id, \"created_at\": ic.time(), \"recording_ids\": [], \"username\": username, } users.insert(user[\"id\"], user) return user @query\ndef read_users() -> Vec[User]: return users.values() @query\ndef read_user_by_id(id: Principal) -> Opt[User]: return users.get(id) class DeleteUserResult(Variant, total=False): Ok: User Err: \"DeleteUserErr\" class DeleteUserErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef delete_user(id: Principal) -> DeleteUserResult: user = users.get(id) if user is None: return {\"Err\": {\"UserDoesNotExist\": id}} for recording_id in user[\"recording_ids\"]: recordings.remove(recording_id) users.remove(user[\"id\"]) return {\"Ok\": user} class CreateRecordingResult(Variant, total=False): Ok: Recording Err: \"CreateRecordingErr\" class CreateRecordingErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef create_recording( audio: blob, name: str, user_id: Principal\n) -> CreateRecordingResult: user = users.get(user_id) if user is None: return {\"Err\": {\"UserDoesNotExist\": user_id}} id = generate_id() recording: Recording = { \"id\": id, \"audio\": audio, \"created_at\": ic.time(), \"name\": name, \"user_id\": user_id, } recordings.insert(recording[\"id\"], recording) updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": [*user[\"recording_ids\"], recording[\"id\"]], } users.insert(updated_user[\"id\"], updated_user) return {\"Ok\": recording} @query\ndef read_recordings() -> Vec[Recording]: return recordings.values() @query\ndef read_recording_by_id(id: Principal) -> Opt[Recording]: return recordings.get(id) class DeleteRecordingResult(Variant, total=False): Ok: Recording Err: \"DeleteRecordingError\" class DeleteRecordingError(Variant, total=False): RecordingDoesNotExist: Principal UserDoesNotExist: Principal @update\ndef delete_recording(id: Principal) -> DeleteRecordingResult: recording = recordings.get(id) if recording is None: return {\"Err\": {\"RecordingDoesNotExist\": id}} user = users.get(recording[\"user_id\"]) if user is None: return {\"Err\": {\"UserDoesNotExist\": recording[\"user_id\"]}} updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": list( filter( lambda recording_id: recording_id.to_str() != recording[\"id\"].to_str(), user[\"recording_ids\"], ) ), } users.insert(updated_user[\"id\"], updated_user) recordings.remove(id) return {\"Ok\": recording} def generate_id() -> Principal: random_bytes = secrets.token_bytes(29) return Principal.from_hex(random_bytes.hex()) The example above shows a very basic audio recording backend application. There are two types of entities that need to be stored, User and Recording. These are represented as Candid records. Each entity gets its own StableBTreeMap: from kybra import blob, nat64, Principal, Record, StableBTreeMap, Vec class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) Notice that each StableBTreeMap has a unique memory id. The maximum key and value sizes are also set according to the expected application usage. You can figure out the appropriate maximum key and value sizes by reasoning about your application and engaging in some trial and error using the insert method. Calling insert on a StableBTreeMap will throw an error which in some cases will have the information that you need to determine the maximum key or value size. If you attempt to insert a key or value that is too large, the KeyTooLarge and ValueTooLarge errors will show you the size of the value that you attempted to insert. You can increase the maximum key or value size based on the information you receive from the KeyTooLarge and ValueTooLarge errors and try inserting again. Thus through some trial and error you can whittle your way to a correct solution. In some cases all of your values will have an obvious static maximum size. In the audio recording example, trial and error revealed that Principal is most likely always 38 bytes, thus the maximum key size is set to 38. Maximum value sizes can be more tricky to figure out, especially if the values are records or variants with dynamic fields such as arrays. User has one such dynamic field, recording_ids. Since each recording id is a Principal, we know that each will take up 38 bytes. The other fields on User shouldn't take up too many bytes so we'll ignore them for our analysis. We've set the maximum value size of User to be 100_000 bytes. If we divide 100_00 by 38, we get ~2_631. This will result in each user being able to store around that many recordings. That's acceptable for our example, and so we'll go with it. As for Recording, the largest dynamic field is audio, which will be the actual bytes of the audio recording. We've set the maximum value size here to 5_000_000, which should allow for recordings of ~5 MB in size. That seems reasonable for our example, and so we'll go with it. As you can see, finding the correct maximum key and value sizes is a bit of an art right now. Combining some trial and error with reasoning about your specific application should get you a working solution in most cases. It's our hope that the need to specify maximum key and value sizes will be removed in the future.","breadcrumbs":"Stable Structures » TLDR","id":"40","title":"TLDR"},"41":{"body":"","breadcrumbs":"Stable Structures » Caveats","id":"41","title":"Caveats"},"42":{"body":"You should be wary when using float64, float32, service, or func in any type that is a key for a stable structure. These types do not have the ability to be strictly ordered in all cases. service and func will have no order. float64 and float32 will treat NaN as less than any other type. These caveats may impact key performance.","breadcrumbs":"Stable Structures » Keys","id":"42","title":"Keys"},"43":{"body":"Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types heartbeat generators ledger_canister management_canister outgoing_http_requests threshold_ecdsa rejections timers whoami Canisters are generally able to call the query or update methods of other canisters in any subnet. We refer to these types of calls as cross-canister calls. A cross-canister call begins with a definition of the canister to be called, referred to as a service. Imagine a simple service called token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) @update\ndef transfer(to: Principal, amount: nat64) -> nat64: from_ = ic.caller() from_balance = accounts.get(from_) or 0 to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return amount Here's how you would create its service definition: from kybra import nat64, Principal, Service, service_update class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... Once you have a service definition you can instantiate it with the service's Principal and then invoke its methods. Here's how to instantiate TokenCanister: token_canister = TokenCanister( Principal.from_str('r7inp-6aaaa-aaaaa-aaabq-cai')\n) And here's a more complete example of a service called payout_canister that performs a cross-canister call to token_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}) Notice that the token_canister.transfer method, because it is a cross-canister method, returns a CallResult. All cross-canister calls return CallResult, which has an Ok or Err property depending on if the cross-canister call was successful or not. The IC guarantees that cross-canister calls will return. This means that, generally speaking, you will always receive a CallResult. Kybra does not raise on cross-canister calls. Wrapping your cross-canister call in a try...except most likely won't do anything useful. Let's add to our example code and explore adding some practical result-based error-handling to stop people from stealing tokens. token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update, Variant accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 @update\ndef transfer(to: Principal, amount: nat64) -> TransferResult: from_ = ic.caller() from_balance = accounts.get(from_) or 0 if from_balance < amount: return {\"Err\": {\"InsufficientBalance\": from_balance}} to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return {\"Ok\": amount} payout_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> \"TransferResult\": ... class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: call_result: CallResult[TransferResult] = yield token_canister.transfer(to, amount) def handle_transfer_result_ok(transfer_result: TransferResult) -> PayoutResult: return match( transfer_result, { \"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": str(err)}, }, ) return match( call_result, { \"Ok\": handle_transfer_result_ok, \"Err\": lambda err: {\"Err\": err}, }, ) So far we have only shown a cross-canister call from an update method. Update methods can call other update methods or query methods (but not composite query methods as discussed below). If an update method calls a query method, that query method will be called in replicated mode. Replicated mode engages the consensus process, but for queries the state will still be discarded. Cross-canister calls can also be initiated from query methods. These are known as composite queries, and in Kybra they are simply query methods that return a generator using the Async type. Composite queries can call other composite query methods and regular query methods. Composite queries cannot call update methods. Here's an example of a composite query method: from kybra import ( Async, CallResult, match, Principal, query, Service, service_query, Variant,\n) class SomeCanister(Service): @service_query def query_for_boolean(self) -> bool: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class QuerySomeCanisterResult(Variant, total=False): Ok: bool Err: str @query\ndef query_some_canister() -> Async[QuerySomeCanisterResult]: call_result: CallResult[bool] = yield some_canister.query_for_boolean() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) You can expect cross-canister calls within the same subnet to take up to a few seconds to complete, and cross-canister calls across subnets take about double that time . If you don't need to wait for your cross-canister call to return, you can use notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().notify() If you need to send cycles with your cross-canister call, you can call with_cycles before calling call or notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().with_cycles(1_000_000).notify()","breadcrumbs":"Cross-canister » Cross-canister","id":"43","title":"Cross-canister"},"44":{"body":"This chapter is a work in progress.","breadcrumbs":"HTTP » HTTP","id":"44","title":"HTTP"},"45":{"body":"Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"HTTP » Incoming HTTP requests","id":"45","title":"Incoming HTTP requests"},"46":{"body":"Examples: ethereum_json_rpc outgoing_http_requests from kybra import ( Alias, Async, CallResult, ic, match, init, nat32, query, StableBTreeMap, update, void,\n)\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) JSON = Alias[str] stable_storage = StableBTreeMap[str, str]( memory_id=0, max_key_size=20, max_value_size=1_000\n) @init\ndef init_(ethereum_url: str) -> void: stable_storage.insert(\"ethereum_url\", ethereum_url) @update\ndef eth_get_balance(ethereum_address: str) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBalance\",\"params\":[\"{ethereum_address}\",\"earliest\"],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @update\ndef eth_get_block_by_number(number: nat32) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBlockByNumber\",\"params\":[\"{hex(number)}\", false],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @query\ndef eth_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"HTTP » Outgoing HTTP requests","id":"46","title":"Outgoing HTTP requests"},"47":{"body":"This chapter is a work in progress. You can access the management canister like this: from kybra import Async, blob, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister class RandomBytesResult(Variant, total=False): Ok: blob Err: str @update\ndef random_bytes() -> Async[RandomBytesResult]: call_result: CallResult[blob] = yield management_canister.raw_rand() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) See the management canister types for all methods and their parameter and return types. See the management canister reference section for more information.","breadcrumbs":"Management Canister » Management Canister","id":"47","title":"Management Canister"},"48":{"body":"This chapter is a work in progress. from kybra import ic, init, post_upgrade, pre_upgrade, void @init\ndef init_() -> void: ic.print(\"runs on first canister install\") @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"runs before canister upgrade\") @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"runs after canister upgrade\")","breadcrumbs":"Canister Lifecycle » Canister Lifecycle","id":"48","title":"Canister Lifecycle"},"49":{"body":"This chapter is a work in progress. from kybra import ( Async, blob, CallResult, Duration, ic, match, nat8, query, Record, TimerId, update, void,\n)\nfrom kybra.canisters.management import management_canister class StatusReport(Record): single: bool inline: nat8 capture: str repeat: nat8 single_cross_canister: blob repeat_cross_canister: blob class TimerIds(Record): single: TimerId inline: TimerId capture: TimerId repeat: TimerId single_cross_canister: TimerId repeat_cross_canister: TimerId status: StatusReport = { \"single\": False, \"inline\": 0, \"capture\": \"\", \"repeat\": 0, \"single_cross_canister\": bytes(), \"repeat_cross_canister\": bytes(),\n} @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\") @update\ndef set_timers(delay: Duration, interval: Duration) -> TimerIds: captured_value = \"🚩\" single_id = ic.set_timer(delay, one_time_timer_callback) # Note: You cannot set global variables from within a lambda but you can # call a function that sets a global variable. So we've moved the \"setting\" # functionality out into helper functions while the printing is kept here in # the lambda. inline_id = ic.set_timer( delay, lambda: update_inline_status() or ic.print(\"Inline timer called\"), ) capture_id = ic.set_timer( delay, lambda: update_capture_status(captured_value) or ic.print(f\"Timer captured value: {captured_value}\"), ) repeat_id = ic.set_timer_interval(interval, repeat_timer_callback) single_cross_canister_id = ic.set_timer(delay, single_cross_canister_timer_callback) repeat_cross_canister_id = ic.set_timer_interval( interval, repeat_cross_canister_timer_callback ) return { \"single\": single_id, \"inline\": inline_id, \"capture\": capture_id, \"repeat\": repeat_id, \"single_cross_canister\": single_cross_canister_id, \"repeat_cross_canister\": repeat_cross_canister_id, } @query\ndef status_report() -> StatusReport: return status def one_time_timer_callback(): status[\"single\"] = True ic.print(\"one_time_timer_callback called\") def repeat_timer_callback(): status[\"repeat\"] += 1 ic.print(f\"Repeating timer. Call {status['repeat']}\") def update_inline_status(): status[\"inline\"] = 1 def update_capture_status(value: str): status[\"capture\"] = value def single_cross_canister_timer_callback() -> Async[void]: ic.print(\"single_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"single_cross_canister\"] = ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)}) def repeat_cross_canister_timer_callback() -> Async[void]: ic.print(\"repeat_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"repeat_cross_canister\"] += ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)})","breadcrumbs":"Timers » Timers","id":"49","title":"Timers"},"5":{"body":"Kybra and the IC provide unique benefits and drawbacks, and both are not currently suitable for all application use-cases. The following information will help you to determine when Kybra and the IC might be beneficial for your use-case.","breadcrumbs":"Kybra (Beta) » Benefits and drawbacks","id":"5","title":"Benefits and drawbacks"},"50":{"body":"This chapter is a work in progress. Cycles are essentially units of computational resources such as bandwidth, memory, and CPU instructions. Costs are generally metered on the Internet Computer (IC) by cycles. You can see a breakdown of all cycle costs here . Currently queries do not have any cycle costs. Most important to you will probably be update costs. TODO break down some cycle scenarios maybe? Perhaps we should show some of our analyses for different types of applications. Maybe show how to send and receive cycles, exactly how to do it. Show all of the APIs for sending or receiving cycles? Perhaps we don't need to do that here, since each API will show this information. Maybe here we just show the basic concept of cycles, link to the main cycles cost page, and show a few examples of how to break down these costs or estimate these costs.","breadcrumbs":"Cycles » Cycles","id":"50","title":"Cycles"},"51":{"body":"","breadcrumbs":"Caveats » Caveats","id":"51","title":"Caveats"},"52":{"body":"Kybra is a beta project using a new Python interpreter. See the disclaimer for more information.","breadcrumbs":"Caveats » Unknown security vulnerabilities","id":"52","title":"Unknown security vulnerabilities"},"53":{"body":"Any PyPI packages or other Python code that relies on C extensions will not currently work. It is a major goal for us to support C extensions in the future.","breadcrumbs":"Caveats » No C extensions","id":"53","title":"No C extensions"},"54":{"body":"Kybra is probably ~7-20x less performant than what you would expect from CPython . We hope to eventually use CPython as Kybra's underlying Python interpreter.","breadcrumbs":"Caveats » Performance","id":"54","title":"Performance"},"55":{"body":"A bug in the RustPython interpreter means that dictionary unpacking should not be used until this issue is addressed.","breadcrumbs":"Caveats » Do not use dictionary unpacking","id":"55","title":"Do not use dictionary unpacking"},"56":{"body":"You should use ic.print instead of print.","breadcrumbs":"Caveats » print does not work","id":"56","title":"print does not work"},"57":{"body":"","breadcrumbs":"Caveats » Kybra types","id":"57","title":"Kybra types"},"58":{"body":"Make sure to use the from kybra syntax when importing types from the kybra module, and to not rename types with as: Correct: from kybra import Record class MyRecord(Record): prop1: str prop2: int Incorrect: import kybra class MyRecord(kybra.Record): prop1: str prop2: int Incorrect: from kybra import Record as RenamedRecord class MyRecord(RenamedRecord): prop1: str prop2: int We wish to improve this situation in the future to handle the many various ways of importing.","breadcrumbs":"Caveats » Imports","id":"58","title":"Imports"},"59":{"body":"You should treat Kybra types essentially as keywords, not creating types of the same name elsewhere in your codebase or in other libraries. Any types exported from this file should be treated thusly.","breadcrumbs":"Caveats » Treatment as keywords","id":"59","title":"Treatment as keywords"},"6":{"body":"Kybra intends to be a full Python environment for the IC (a decentralized cloud platform), with support for all of the Python language and as many relevant libraries and APIs as possible. One of the core benefits of Kybra is that it allows Python developers to bring their skills to the IC. As for the IC, we believe its main benefits can be broken down into the following categories: Ownership Security Developer Experience Most of these benefits stem from the decentralized nature of the IC, though the IC is best thought of as a progressively decentralizing cloud platform. As opposed to traditional cloud platforms, its goal is to be owned and controlled by many independent entities. Ownership Full-stack group ownership Autonomous ownership Permanent APIs Credible neutrality Reduced platform risk Full-stack group ownership The IC allows you to build applications that are controlled directly and only (with some caveats) by a group of people. This is in opposition to most cloud applications written today, which must be under the control of a very limited number of people and often a single legal entity that answers directly to a cloud provider, which itself is a single legal entity. In the blockchain world, group-owned applications are known as DAOs . As opposed to DAOs built on most blockchains, the IC allows full-stack applications to be controlled by groups. This means that the group fully controls the running instances of the frontend and the backend code. Autonomous ownership In addition to allowing applications to be owned by groups of people, the IC also allows applications to be owned by no one. This essentially creates autonomous applications or everlasting processes that execute indefinitely. The IC will allow such an application to run until it depletes its balance of cycles, or until the NNS votes to shut it down. Permanent APIs Because most web APIs are owned and operated by individual entities, their fate is tied to that of their owners. If their owners go out of business, then those APIs may cease to exist. If their owners decide that they do not like or agree with certain users, they may restrict their access. In the end, they may decide to shut down or restrict access for arbitrary reasons. Because the IC allows for group and autonomous ownership of cloud software, the IC is able to produce potentially permanent web APIs. A decentralized group of independent entities will find it difficult to censor API consumers or shut down an API. An autonomous API would take those difficulties to the extreme, as it would continue operating as long as consumers were willing to pay for it. Credible neutrality Group and autonomous ownership makes it possible to build neutral cloud software on the IC. This type of software would allow independent parties to coordinate with reduced trust in each other or a single third-party coordinator. This removes the risk of the third-party coordinator acting in its own self-interest against the interests of the coordinating participants. The coordinating participants would also find it difficult to implement changes that would benefit themselves to the detriment of other participants. Examples could include mobile app stores, ecommerce marketplaces, and podcast directories. Reduced platform risk Because the IC is not owned or controlled by any one entity or individual, the risk of being deplatformed is reduced. This is in opposition to most cloud platforms, where the cloud provider itself generally has the power to arbitrarily remove users from its platform. While deplatforming can still occur on the IC, the only endogenous means of forcefully taking down an application is through an NNS vote. Security Built-in replication Built-in authentication Built-in firewall/port management Built-in sandboxing Threshold protocols Verifiable source code Blockchain integration Built-in replication Replication has many benefits that stem from reducing various central points of failure. The IC is at its core a Byzantine Fault Tolerant replicated compute environment. Applications are deployed to subnets which are composed of nodes running replicas. Each replica is an independent replicated state machine that executes an application's state transitions (usually initiated with HTTP requests) and persists the results. This replication provides a high level of security out-of-the-box. It is also the foundation of a number of protocols that provide threshold cryptographic operations to IC applications. Built-in authentication IC client tooling makes it easy to sign and send messages to the IC, and Internet Identity provides a novel approach to self-custody of private keys. The IC automatically authenticates messages with the public key of the signer, and provides a compact representation of that public key, called a principal, to the application. The principal can be used for authorization purposes. This removes many authentication concerns from the developer. Built-in firewall/port management The concept of ports and various other low-level network infrastructure on the IC is abstracted away from the developer. This can greatly reduce application complexity thus minimizing the chance of introducing vulnerabilities through incorrect configurations. Canisters expose endpoints through various methods, usually query or update methods. Because authentication is also built-in, much of the remaining vulnerability surface area is minimized to implementing correct authorization rules in the canister method endpoints. Built-in sandboxing Canisters have at least two layers of sandboxing to protect colocated canisters from each other. All canisters are at their core Wasm modules and thus inherit the built-in Wasm sandbox. In case there is any bug in the underlying implementation of the Wasm execution environment (or a vulnerability in the imported host functionality), there is also an OS-level sandbox. Developers need not do anything to take advantage of these sandboxes. Threshold protocols The IC provides a number of threshold protocols that allow groups of independent nodes to perform cryptographic operations. These protocols remove central points of failure while providing familiar and useful cryptographic operations to developers. Included are ECDSA , BLS , VRF-like , and in the future threshold key derivation . Verifiable source code IC applications (canisters) are compiled into Wasm and deployed to the IC as Wasm modules. The IC hashes each canister's Wasm binary and stores it for public retrieval. The Wasm binary hash can be retrieved and compared with the hash of an independently compiled Wasm binary derived from available source code. If the hashes match, then one can know with a high degree of certainty that the application is executing the Wasm binary that was compiled from that source code. For the time being, Kybra source code is not verifiable for reasons explained in the caveats section . Blockchain integration When compared with web APIs built for the same purpose, the IC provides a high degree of security when integrating with various other blockchains. It has a direct client integration with Bitcoin, allowing applications to query its state with BFT guarantees. A similar integration is coming for Ethereum. In addition to these blockchain client integrations, a threshold ECDSA protocol (tECDSA) allows the IC to create keys and sign transactions on various ECDSA chains . These chains include Bitcoin and Ethereum, and in the future the protocol may be extended to allow interaction with various EdDSA chains . These direct integrations combined with tECDSA provide a much more secure way to provide blockchain functionality to end users than creating and storing their private keys on traditional cloud infrastructure. Developer experience Built-in devops Orthogonal persistence Built-in devops The IC provides many devops benefits automatically. Though currently limited in its scalability, the protocol attempts to remove the need for developers to concern themselves with concepts such as autoscaling, load balancing, uptime, sandboxing, and firewalls/port management. Correctly constructed canisters have a simple deploy process and automatically inherit these devops capabilities up unto the current scaling limits of the IC. DFINITY engineers are constantly working to remove scalability bottlenecks. Orthogonal persistence The IC automatically persists its heap. This creates an extremely convenient way for developers to store application state, by simply writing into global variables in their programming language of choice. This is a great way to get started. If a canister upgrades its code, swapping out its Wasm binary, then the heap must be cleared. To overcome this limitation, there is a special area of memory called stable memory that persists across these canister upgrades. Special stable data structures provide a familiar API that allows writing into stable memory directly. All of this together provides the foundation for a very simple persistence experience for the developer. The persistence tools now available and coming to the IC may be simpler than their equivalents on traditional cloud infrastructure.","breadcrumbs":"Kybra (Beta) » Benefits","id":"6","title":"Benefits"},"60":{"body":"Call APIs Candid Canister APIs Canister Methods Guard Functions Management Canister Stable Memory Timers","breadcrumbs":"Reference » Reference","id":"60","title":"Reference"},"61":{"body":"accept message arg data raw arg data raw size call call raw call raw 128 call with payment call with payment 128 caller method name msg cycles accept msg cycles accept 128 msg cycles available msg cycles available 128 msg cycles refunded msg cycles refunded 128 notify notify raw notify with payment 128 performance counter reject reject code reject message reply reply raw","breadcrumbs":"Reference » Call APIs » Call APIs","id":"61","title":"Call APIs"},"62":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, void @inspect_message\ndef inspect_message_() -> void: ic.accept_message()","breadcrumbs":"Reference » Call APIs » accept message » accept message","id":"62","title":"accept message"},"63":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, query # returns the argument data as bytes.\n@query\ndef arg_data_raw(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> blob: return ic.arg_data_raw()","breadcrumbs":"Reference » Call APIs » arg data raw » arg data raw","id":"63","title":"arg data raw"},"64":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, nat32, query # returns the length of the argument data in bytes\n@query\ndef arg_data_raw_size(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> nat32: return ic.arg_data_raw_size()","breadcrumbs":"Reference » Call APIs » arg data raw size » arg data raw size","id":"64","title":"arg data raw size"},"65":{"body":"This section is a work in progress. Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types generators ledger_canister management_canister outgoing_http_requests rejections timers whoami from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}})","breadcrumbs":"Reference » Call APIs » call » call","id":"65","title":"call"},"66":{"body":"This section is a work in progress. Examples: call_raw outgoing_http_requests from kybra import ( Async, blob, CallResult, ic, match, nat64, Principal, update, Variant,\n) class ExecuteCallRawResult(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw( canister_id: Principal, method: str, candid_args: str, payment: nat64\n) -> Async[ExecuteCallRawResult]: call_result: CallResult[blob] = yield ic.call_raw( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw » call raw","id":"66","title":"call raw"},"67":{"body":"This section is a work in progress. Examples: call_raw from kybra import ( Async, blob, CallResult, ic, match, nat, Principal, update, Variant,\n) class ExecuteCallRaw128Result(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw128( canister_id: Principal, method: str, candid_args: str, payment: nat\n) -> Async[ExecuteCallRaw128Result]: call_result: CallResult[blob] = yield ic.call_raw128( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw 128 » call raw 128","id":"67","title":"call raw 128"},"68":{"body":"This section is a work in progress. Examples: bitcoin cycles ethereum_json_rpc management_canister outgoing_http_requests threshold_ecdsa from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment » call with payment","id":"68","title":"call with payment"},"69":{"body":"This section is a work in progress. Examples: cycles from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles128(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment 128 » call with payment 128","id":"69","title":"call with payment 128"},"7":{"body":"It's important to note that both Kybra and the IC are early-stage projects. The IC officially launched in May of 2021, and Kybra reached beta in December of 2022. Kybra Some of Kybra's main drawbacks can be summarized as follows: Beta Security risks High cycle usage Missing APIs Beta Kybra reached beta in December of 2022. It's an immature project that may have unforeseen bugs and other issues. We're working constantly to improve it. We hope to get to a production-ready 1.0 in 2024. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits Security risks As discussed earlier, these are some things to keep in mind: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython High cycle usage We haven't done extensive benchmarking yet, but based on some preliminary evidence Kybra is likely much more performant than Azle . We have done some preliminary benchmarking for Azle, and based on that our rough heuristic is that Azle will cost 2-4x more cycles than the equivalent project in Motoko or Rust. The performance of your application depends on many factors, and this should just be a rough estimate. There is evidence to suggest that a 7-20x improvement in performance is possible in our underlying Python interpreter . We also plan to migrate to CPython which would improve performance. Missing APIs Kybra is limited to what the IC is capable of (i.e. no sockets, no threads, etc) and does not yet have C extension support. Our goal is to support as many libraries and APIs as possible over time. IC Some of the IC's main drawbacks can be summarized as follows: Early High latencies Limited and expensive compute resources Limited scalability Lack of privacy NNS risk Early The IC launched officially in May of 2021. As a relatively new project with an extremely ambitious vision, you can expect a small community, immature tooling, and an unproven track record. Much has been delivered, but many promises are yet to be fulfilled. High latencies Any requests that change state on the IC must go through consensus, thus you can expect latencies of a few seconds for these types of requests. When canisters need to communicate with each other across subnets or under heavy load, these latencies can be even longer. Under these circumstances, in the worst case latencies will build up linearly. For example, if canister A calls canister B calls canister C, and these canisters are all on different subnets or under heavy load, then you might need to multiply the latency by the total number of calls. Limited and expensive compute resources CPU usage, data storage, and network usage may be more expensive than the equivalent usage on traditional cloud platforms. Combining these costs with the high latencies explained above, it becomes readily apparent that the IC is currently not built for high-performance computing. Limited scalability The IC might not be able to scale to the needs of your application. It is constantly seeking to improve scalability bottlenecks, but it will probably not be able to onboard millions of users to your traditional web application. Lack of privacy You should assume that all of your application data (unless it is end-to-end encrypted) is accessible to multiple third-parties with no direct relationship and limited commitment to you. Currently all canister state sits unencrypted on node operator's machines. Application-layer access controls for data are possible, but motivated node operators will have an easy time getting access to your data. NNS risk The NNS has the ability to uninstall any canister and can generally change anything about the IC. As of the time of this writing, DFINITY effectively controls much of the NNS through its follower relationships. The NNS must mature and decentralize to provide practical and realistic guarantees to canisters and their users.","breadcrumbs":"Kybra (Beta) » Drawbacks","id":"7","title":"Drawbacks"},"70":{"body":"This section is a work in progress. Examples: ic_api whoami from kybra import ic, Principal, query # returns the principal of the identity that called this function\n@query\ndef caller() -> Principal: return ic.caller()","breadcrumbs":"Reference » Call APIs » caller » caller","id":"70","title":"caller"},"71":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Call APIs » method name » method name","id":"71","title":"method name"},"72":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept » msg cycles accept","id":"72","title":"msg cycles accept"},"73":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept 128 » msg cycles accept 128","id":"73","title":"msg cycles accept 128"},"74":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available » msg cycles available","id":"74","title":"msg cycles available"},"75":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available 128 » msg cycles available 128","id":"75","title":"msg cycles available 128"},"76":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat64, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult(Variant, total=False): Ok: nat64 Err: str class Cycles(Service): @service_update def receive_cycles(self) -> nat64: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles() -> Async[SendCyclesResult]: result: CallResult[nat64] = yield cycles.receive_cycles().with_cycles(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded » msg cycles refunded","id":"76","title":"msg cycles refunded"},"77":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult128(Variant, total=False): Ok: nat Err: str class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles128() -> Async[SendCyclesResult128]: result: CallResult[nat] = yield cycles.receive_cycles128().with_cycles128(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded128()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded 128 » msg cycles refunded 128","id":"77","title":"msg cycles refunded 128"},"78":{"body":"This section is a work in progress. Examples: cross_canister_calls cycles from kybra import NotifyResult, Principal, Service, service_update, update, void class Canister2(Service): @service_update def receive_notification(self, message: str) -> void: ... canister2 = Canister2(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) @update\ndef send_notification() -> NotifyResult: return canister2.receive_notification(\"This is the notification\").notify()","breadcrumbs":"Reference » Call APIs » notify » notify","id":"78","title":"notify"},"79":{"body":"This section is a work in progress. Examples: notify_raw from kybra import ic, match, Principal, RejectionCode, update, Variant class SendNotificationResult(Variant, total=False): Ok: bool Err: RejectionCode @update\ndef send_notification() -> SendNotificationResult: result = ic.notify_raw( Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"receive_notification\", ic.candid_encode(\"()\"), 0, ) return match( result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » notify raw » notify raw","id":"79","title":"notify raw"},"8":{"body":"Dependencies Common installation issues","breadcrumbs":"Installation » Installation","id":"8","title":"Installation"},"80":{"body":"This section is a work in progress. Examples: cycles from kybra import nat, NotifyResult, Principal, Service, service_update, update class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) @update\ndef send_cycles128_notify() -> NotifyResult: return cycles.receive_cycles128().with_cycles128(1_000_000).notify()","breadcrumbs":"Reference » Call APIs » notify with payment 128 » notify with payment 128","id":"80","title":"notify with payment 128"},"81":{"body":"This section is a work in progress. Examples: ic_api from kybra import ic, nat64, query @query\ndef performance_counter() -> nat64: return ic.performance_counter(0)","breadcrumbs":"Reference » Call APIs » performance counter » performance counter","id":"81","title":"performance counter"},"82":{"body":"This section is a work in progress. Examples: ic_api manual_reply rejections from kybra import empty, ic, Manual, query @query\ndef reject(message: str) -> Manual[empty]: ic.reject(message)","breadcrumbs":"Reference » Call APIs » reject » reject","id":"82","title":"reject"},"83":{"body":"This section is a work in progress. Examples: rejections from kybra import ( Async, ic, Principal, RejectionCode, Service, service_update, update, void,\n) class Nonexistent(Service): @service_update def method(self) -> void: ... nonexistent_canister = Nonexistent(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_code_destination_invalid() -> Async[RejectionCode]: yield nonexistent_canister.method() return ic.reject_code()","breadcrumbs":"Reference » Call APIs » reject code » reject code","id":"83","title":"reject code"},"84":{"body":"This section is a work in progress. Examples: rejections from kybra import Async, ic, Principal, Service, service_update, update, void class SomeService(Service): @service_update def reject(self, message: str) -> void: ... some_service = SomeService(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_message(message: str) -> Async[str]: yield some_service.reject(message) return ic.reject_message()","breadcrumbs":"Reference » Call APIs » reject message » reject message","id":"84","title":"reject message"},"85":{"body":"This section is a work in progress. Examples: composite_queries manual_reply from kybra import blob, ic, Manual, update @update\ndef update_blob() -> Manual[blob]: ic.reply(bytes([83, 117, 114, 112, 114, 105, 115, 101, 33]))","breadcrumbs":"Reference » Call APIs » reply » reply","id":"85","title":"reply"},"86":{"body":"This section is a work in progress. Examples: manual_reply outgoing_http_requests from kybra import blob, ic, Manual, null, query, Record, Variant class RawReply(Record): int: int text: str bool: bool blob: blob variant: \"Options\" class Options(Variant, total=False): Small: null Medium: null Large: null @query\ndef reply_raw() -> Manual[RawReply]: ic.reply_raw( ic.candid_encode( '(record { \"int\" = 42; \"text\" = \"text\"; \"bool\" = true; \"blob\" = blob \"Surprise!\"; \"variant\" = variant { Medium } })' ) )","breadcrumbs":"Reference » Call APIs » reply raw » reply raw","id":"86","title":"reply raw"},"87":{"body":"blob bool empty float32 float64 func int int8 int16 int32 int64 nat nat8 nat16 nat32 nat64 null opt principal record reserved service text variant vec","breadcrumbs":"Reference » Candid » Candid","id":"87","title":"Candid"},"88":{"body":"This section is a work in progress. The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n}","breadcrumbs":"Reference » Candid » blob » blob","id":"88","title":"blob"},"89":{"body":"This section is a work in progress. The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n}","breadcrumbs":"Reference » Candid » bool » bool","id":"89","title":"bool"},"9":{"body":"Follow the instructions exactly as stated below to avoid issues. You should be using a *nix environment (Linux, Mac OS, WSL if using Windows ) with bash and have the following installed on your system: Python 3.10.7 dfx 0.23.0 Python VS Code Extension","breadcrumbs":"Installation » Dependencies","id":"9","title":"Dependencies"},"90":{"body":"This section is a work in progress. The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query def get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Reference » Candid » empty » empty","id":"90","title":"empty"},"91":{"body":"This section is a work in progress. The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n}","breadcrumbs":"Reference » Candid » float32 » float32","id":"91","title":"float32"},"92":{"body":"This section is a work in progress. The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n}","breadcrumbs":"Reference » Candid » float64 » float64","id":"92","title":"float64"},"93":{"body":"This section is a work in progress. The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n}","breadcrumbs":"Reference » Candid » func » func","id":"93","title":"func"},"94":{"body":"This section is a work in progress. The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n}","breadcrumbs":"Reference » Candid » int » int","id":"94","title":"int"},"95":{"body":"This section is a work in progress. The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n}","breadcrumbs":"Reference » Candid » int8 » int8","id":"95","title":"int8"},"96":{"body":"This section is a work in progress. The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n}","breadcrumbs":"Reference » Candid » int16 » int16","id":"96","title":"int16"},"97":{"body":"This section is a work in progress. The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. 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book is intended to be an in-depth guide to canister development in Python on the Internet Computer (IC). The first 19 chapters are an introductory guide into canister development with Kybra . These chapters build on each other concept by concept, introducing the fundamentals required to create and deploy canisters to the IC. Chapter 20 is an in-depth reference of the APIs available to Kybra canisters. Our intention is for new developers to use this book as a tutorial or course, starting at chapter 1 and working through chapter 19, using chapter 20 as a reference. There will also be a companion video series on YouTube. Each chapter here will begin with the video companion as soon as it is available. You should expect this book and its companion video series to continue to grow and change over time, as its authors and the IC grow and change. The Kybra Book is subject to the following license: MIT License Copyright (c) 2024 Demergent Labs LLC Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"The Kybra Book » The Kybra Book","id":"0","title":"The Kybra Book"},"1":{"body":"Kybra is a Python Canister Development Kit (CDK) for the Internet Computer (IC). In other words, it's a Python runtime for building applications ( canisters ) on the IC. GitHub repo PyPI package Discord channel","breadcrumbs":"Kybra (Beta) » Kybra (Beta)","id":"1","title":"Kybra (Beta)"},"10":{"body":"It is highly recommended to install Python 3.10.7 using pyenv . To do so, use the pyenv installer as shown below: # install pyenv\ncurl https://pyenv.run | bash # install Python 3.10.7\n~/.pyenv/bin/pyenv install 3.10.7","breadcrumbs":"Installation » Python 3.10.7","id":"10","title":"Python 3.10.7"},"100":{"body":"This section is a work in progress. The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n}","breadcrumbs":"Reference » Candid » nat8 » nat8","id":"100","title":"nat8"},"101":{"body":"This section is a work in progress. The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n}","breadcrumbs":"Reference » Candid » nat16 » nat16","id":"101","title":"nat16"},"102":{"body":"This section is a work in progress. The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n}","breadcrumbs":"Reference » Candid » nat32 » nat32","id":"102","title":"nat32"},"103":{"body":"This section is a work in progress. The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n}","breadcrumbs":"Reference » Candid » nat64 » nat64","id":"103","title":"nat64"},"104":{"body":"This section is a work in progress. The Python type None and the Kybra type null both correspond to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, query @query\ndef get_null() -> None: return None @query\ndef print_null(none: None) -> None: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n}","breadcrumbs":"Reference » Candid » null » null","id":"104","title":"null"},"105":{"body":"This section is a work in progress. The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n}","breadcrumbs":"Reference » Candid » opt » opt","id":"105","title":"opt"},"106":{"body":"This section is a work in progress. The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n}","breadcrumbs":"Reference » Candid » principal » principal","id":"106","title":"principal"},"107":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n};","breadcrumbs":"Reference » Candid » record » record","id":"107","title":"record"},"108":{"body":"This section is a work in progress. The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n}","breadcrumbs":"Reference » Candid » reserved » reserved","id":"108","title":"reserved"},"109":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) }","breadcrumbs":"Reference » Candid » service » service","id":"109","title":"service"},"11":{"body":"Run the following command to install dfx 0.22.0: DFX_VERSION=0.22.0 sh -ci \"$(curl -fsSL https://sdk.dfinity.org/install.sh)\" If after trying to run dfx commands you encounter an error such as dfx: command not found, you might need to add $HOME/bin to your path. Here's an example of doing this in your .bashrc: echo 'export PATH=\"$PATH:$HOME/bin\"' >> \"$HOME/.bashrc\"","breadcrumbs":"Installation » dfx","id":"11","title":"dfx"},"110":{"body":"This section is a work in progress. The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n}","breadcrumbs":"Reference » Candid » text » text","id":"110","title":"text"},"111":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, Variant class ReactionType(Variant, total=False): Fire: None ThumbsUp: None ThumbsDown: None Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: None Sad: None class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n};","breadcrumbs":"Reference » Candid » variant » variant","id":"111","title":"variant"},"112":{"body":"This section is a work in progress. The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n}","breadcrumbs":"Reference » Candid » vec » vec","id":"112","title":"vec"},"113":{"body":"candid decode candid encode canister balance canister balance 128 canister id data certificate print set certified data time trap","breadcrumbs":"Reference » Canister APIs » Canister APIs","id":"113","title":"Canister APIs"},"114":{"body":"This section is a work in progress. Examples: call_raw candid_encoding from kybra import blob, ic, query # decodes Candid bytes to a Candid string\n@query\ndef candid_decode(candid_encoded: blob) -> str: return ic.candid_decode(candid_encoded)","breadcrumbs":"Reference » Canister APIs » candid decode » candid decode","id":"114","title":"candid decode"},"115":{"body":"This section is a work in progress. Examples: call_raw candid_encoding manual_reply notify_raw outgoing_http_requests from kybra import blob, ic, query # encodes a Candid string to Candid bytes\n@query\ndef candid_encode(candid_string: str) -> blob: return ic.candid_encode(candid_string)","breadcrumbs":"Reference » Canister APIs » candid encode » candid encode","id":"115","title":"candid encode"},"116":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat64, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance() -> nat64: return ic.canister_balance()","breadcrumbs":"Reference » Canister APIs » canister balance » canister balance","id":"116","title":"canister balance"},"117":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance128() -> nat: return ic.canister_balance128()","breadcrumbs":"Reference » Canister APIs » canister balance 128 » canister balance 128","id":"117","title":"canister balance 128"},"118":{"body":"This section is a work in progress. Examples: ethereum_json_rpc ic_api http_counter outgoing_http_requests whoami from kybra import ic, Principal, query # returns this canister's id\n@query\ndef id() -> Principal: return ic.id()","breadcrumbs":"Reference » Canister APIs » canister id » canister id","id":"118","title":"canister id"},"119":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, Opt, query # When called from a query call, returns the data certificate authenticating certified_data set by this canister. Returns None if not called from a query call.\n@query\ndef data_certificate() -> Opt[blob]: return ic.data_certificate()","breadcrumbs":"Reference » Canister APIs » data certificate » data certificate","id":"119","title":"data certificate"},"12":{"body":"It is highly recommended to use VS Code and to install the Microsoft Python extension to get full type checking support from within the editor: Extension VS Code -> Preferences -> Extensions -> Search for Python by Microsoft and install it Set python.analysis.typeCheckingMode Set the setting python.analysis.typeCheckingMode to strict: VS Code -> Preferences -> Settings -> Search for python.analysis.typeCheckingMode and set it to strict","breadcrumbs":"Installation » Python VS Code Extension","id":"12","title":"Python VS Code Extension"},"120":{"body":"This section is a work in progress. Examples: ic_api null_example You should always use ic.print instead of print. from kybra import ic, query # prints a message through the local replica's output\n@query\ndef print(message: str) -> bool: ic.print(message) return True","breadcrumbs":"Reference » Canister APIs » print » print","id":"120","title":"print"},"121":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, update, void # sets up to 32 bytes of certified data\n@update\ndef set_certified_data(data: blob) -> void: ic.set_certified_data(data)","breadcrumbs":"Reference » Canister APIs » set certified data » set certified data","id":"121","title":"set certified data"},"122":{"body":"This section is a work in progress. Examples: audio_recorder ic_api from kybra import ic, nat64, query # returns the current timestamp\n@query\ndef time() -> nat64: return ic.time()","breadcrumbs":"Reference » Canister APIs » time » time","id":"122","title":"time"},"123":{"body":"This section is a work in progress. Examples: cross_canister_calls ethereum_json_rpc http_counter ic_api outgoing_http_requests from kybra import ic, query # traps with a message, stopping execution and discarding all state within the call\n@query\ndef trap(message: str) -> bool: ic.trap(message) return True","breadcrumbs":"Reference » Canister APIs » trap » trap","id":"123","title":"trap"},"124":{"body":"heartbeat http_request http_request_update init inspect message post upgrade pre upgrade query update","breadcrumbs":"Reference » Canister Methods » Canister Methods","id":"124","title":"Canister Methods"},"125":{"body":"This section is a work in progress. Examples: heartbeat from kybra import heartbeat, ic, void @heartbeat\ndef heartbeat_() -> void: ic.print(\"this runs ~1 time per second\")","breadcrumbs":"Reference » Canister Methods » heartbeat » heartbeat","id":"125","title":"heartbeat"},"126":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request » http_request","id":"126","title":"http_request"},"127":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request_update(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request_update » http_request_update","id":"127","title":"http_request_update"},"128":{"body":"This section is a work in progress. Examples: ethereum_json_rpc func_types init persistent-storage pre_and_post_upgrade whoami from kybra import ic, init, void @init\ndef init_() -> void: ic.print(\"This runs once when the canister is first initialized\")","breadcrumbs":"Reference » Canister Methods » init » init","id":"128","title":"init"},"129":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Canister Methods » inspect message » inspect message","id":"129","title":"inspect message"},"13":{"body":"","breadcrumbs":"Installation » Common installation issues","id":"13","title":"Common installation issues"},"130":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade whoami from kybra import ic, post_upgrade, void @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"This runs after every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » post upgrade » post upgrade","id":"130","title":"post upgrade"},"131":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade from kybra import ic, pre_upgrade, void @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"This runs before every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » pre upgrade » pre upgrade","id":"131","title":"pre upgrade"},"132":{"body":"This section is a work in progress. from kybra import query @query\ndef simple_query() -> str: return \"This is a query method\"","breadcrumbs":"Reference » Canister Methods » query » query","id":"132","title":"query"},"133":{"body":"This section is a work in progress. from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message","breadcrumbs":"Reference » Canister Methods » update » update","id":"133","title":"update"},"134":{"body":"Guard functions allow you to protect your query and update methods. Guard functions return a GuardResult that looks like this: class GuardResult(Variant, total=False): Ok: null Err: str Returning Ok will allow the protected method to proceed with execution. Returning Err will reject the canister method call. Here's a contrived example where the world is protected only 50% of the time: import random from kybra import GuardResult, update def protect_the_world() -> GuardResult: if random.random() > 0.5: return {\"Ok\": None} else: return {\"Err\": \"The world must be protected\"} @update(guard=protect_the_world)\ndef hello_world() -> str: return \"Hello world!\"","breadcrumbs":"Reference » Guard Functions » Guard Functions","id":"134","title":"Guard Functions"},"135":{"body":"bitcoin_get_balance bitcoin_get_current_fee_percentiles bitcoin_get_utxos bitcoin_send_transaction canister_status create_canister delete_canister deposit_cycles ecdsa_public_key http_request install_code provisional_create_canister_with_cycles provisional_top_up_canister raw_rand sign_with_ecdsa start_canister stop_canister uninstall_code update_settings","breadcrumbs":"Reference » Management Canister » Management Canister","id":"135","title":"Management Canister"},"136":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister, Satoshi BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetBalanceResult(Variant, total=False): Ok: Satoshi Err: str @update\ndef get_balance(address: str) -> Async[ExecuteGetBalanceResult]: call_result: CallResult[Satoshi] = yield management_canister.bitcoin_get_balance( {\"address\": address, \"min_confirmations\": None, \"network\": {\"Regtest\": None}} ).with_cycles(BITCOIN_API_CYCLE_COST) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_balance » bitcoin_get_balance","id":"136","title":"bitcoin_get_balance"},"137":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant, Vec\nfrom kybra.canisters.management import management_canister, MillisatoshiPerByte BITCOIN_API_CYCLE_COST = 100_000_000 class GetCurrentFeePercentilesResult(Variant, total=False): Ok: Vec[MillisatoshiPerByte] Err: str @update\ndef get_current_fee_percentiles() -> Async[GetCurrentFeePercentilesResult]: call_result: CallResult[ Vec[MillisatoshiPerByte] ] = yield management_canister.bitcoin_get_current_fee_percentiles( {\"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_current_fee_percentiles » bitcoin_get_current_fee_percentiles","id":"137","title":"bitcoin_get_current_fee_percentiles"},"138":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import GetUtxosResult, management_canister BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetUtxosResult(Variant, total=False): Ok: GetUtxosResult Err: str @update\ndef get_utxos(address: str) -> Async[ExecuteGetUtxosResult]: call_result: CallResult[ GetUtxosResult ] = yield management_canister.bitcoin_get_utxos( {\"address\": address, \"filter\": None, \"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_utxos » bitcoin_get_utxos","id":"138","title":"bitcoin_get_utxos"},"139":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, blob, CallResult, match, null, update, Variant, void\nfrom kybra.canisters.management import management_canister BITCOIN_BASE_TRANSACTION_COST = 5_000_000_000\nBITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE = 20_000_000 class SendTransactionResult(Variant, total=False): Ok: null Err: str @update\ndef send_transaction(transaction: blob) -> Async[SendTransactionResult]: transaction_fee = ( BITCOIN_BASE_TRANSACTION_COST + len(transaction) * BITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE ) call_result: CallResult[void] = yield management_canister.bitcoin_send_transaction( {\"transaction\": transaction, \"network\": {\"Regtest\": None}} ).with_cycles(transaction_fee) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_send_transaction » bitcoin_send_transaction","id":"139","title":"bitcoin_send_transaction"},"14":{"body":"Error: linker cc not found Resolution: sudo apt install build-essential Error: is cmake not installed? Resolution: sudo apt install cmake Error: ERROR: The Python ssl extension was not compiled. Missing the OpenSSL lib Resolution: You may have the right version of open ssl but you might be missing libssl-dev sudo apt-get install libssl-dev","breadcrumbs":"Installation » Ubuntu","id":"14","title":"Ubuntu"},"140":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CanisterStatusArgs, CanisterStatusResult, management_canister,\n) class GetCanisterStatusResult(Variant, total=False): Ok: CanisterStatusResult Err: str @update\ndef get_canister_status(args: CanisterStatusArgs) -> Async[GetCanisterStatusResult]: canister_status_result_call_result: CallResult[ CanisterStatusResult ] = yield management_canister.canister_status({\"canister_id\": args[\"canister_id\"]}) return match( canister_status_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » canister_status » canister_status","id":"140","title":"canister_status"},"141":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import CreateCanisterResult, management_canister class ExecuteCreateCanisterResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef execute_create_canister() -> Async[ExecuteCreateCanisterResult]: create_canister_result_call_result: CallResult[ CreateCanisterResult ] = yield management_canister.create_canister({\"settings\": None}).with_cycles( 50_000_000_000_000 ) return match( create_canister_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » create_canister » create_canister","id":"141","title":"create_canister"},"142":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_delete_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.delete_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » delete_canister » delete_canister","id":"142","title":"delete_canister"},"143":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_deposit_cycles(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.deposit_cycles( {\"canister_id\": canister_id} ).with_cycles(1_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » deposit_cycles » deposit_cycles","id":"143","title":"deposit_cycles"},"144":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import management_canister, EcdsaPublicKeyResult class PublicKey(Record): public_key: blob class PublicKeyResult(Variant, total=False): Ok: PublicKey Err: str @update\ndef public_key() -> Async[PublicKeyResult]: caller = ic.caller().bytes call_result: CallResult[ EcdsaPublicKeyResult ] = yield management_canister.ecdsa_public_key( { \"canister_id\": None, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » ecdsa_public_key » ecdsa_public_key","id":"144","title":"ecdsa_public_key"},"145":{"body":"This section is a work in progress. Examples: ethereum_json_rpc outgoing_http_requests from kybra import Async, CallResult, match, ic, query, update\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) @update\ndef xkcd() -> Async[HttpResponse]: max_response_bytes = 1_000 # TODO this is just a heuristic for cost, might change when the feature is officially released: https://forum.dfinity.org/t/enable-canisters-to-make-http-s-requests/9670/130 cycle_cost_base = 400_000_000 cycle_cost_per_byte = 300_000 # TODO not sure on this exact cost cycle_cost_total = cycle_cost_base + cycle_cost_per_byte * max_response_bytes http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": \"https://xkcd.com/642/info.0.json\", \"max_response_bytes\": max_response_bytes, \"method\": {\"get\": None}, \"headers\": [], \"body\": None, \"transform\": {\"function\": (ic.id(), \"xkcd_transform\"), \"context\": bytes()}, } ).with_cycles(cycle_cost_total) return match(http_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: ic.trap(err)}) @query\ndef xkcd_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"Reference » Management Canister » http_request » http_request","id":"145","title":"http_request"},"146":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, blob, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » install_code » install_code","id":"146","title":"install_code"},"147":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CreateCanisterResult, management_canister, ProvisionalCreateCanisterWithCyclesResult,\n) class ExecuteProvisionalCreateCanisterWithCyclesResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef provisional_create_canister_with_cycles() -> ( Async[ExecuteProvisionalCreateCanisterWithCyclesResult]\n): call_result: CallResult[ ProvisionalCreateCanisterWithCyclesResult ] = yield management_canister.provisional_create_canister_with_cycles( {\"amount\": None, \"settings\": None} ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_create_canister_with_cycles » provisional_create_canister_with_cycles","id":"147","title":"provisional_create_canister_with_cycles"},"148":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, nat, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef provisional_top_up_canister( canister_id: Principal, amount: nat\n) -> Async[DefaultResult]: call_result: CallResult[ void ] = yield management_canister.provisional_top_up_canister( {\"canister_id\": canister_id, \"amount\": amount} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_top_up_canister » provisional_top_up_canister","id":"148","title":"provisional_top_up_canister"},"149":{"body":"This section is a work in progress. Examples: generators heartbeat management_canister timers from kybra import Async, blob, CallResult, match, update\nfrom kybra.canisters.management import management_canister @update\ndef get_randomness_directly() -> Async[blob]: randomness_result: CallResult[blob] = yield management_canister.raw_rand() return match(randomness_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: err})","breadcrumbs":"Reference » Management Canister » raw_rand » raw_rand","id":"149","title":"raw_rand"},"15":{"body":"The project directory and file structure main.py dfx.json Local deployment Interacting with your canister from the command line Interacting with your canister from the web UI Let's build your first application (canister) with Kybra! Before embarking please ensure you've followed all of the installation instructions . We'll build a simple Hello World canister that shows the basics of importing Kybra, exposing a query method, exposing an update method, and storing some state in a global variable. We'll then interact with it from the command line and from our web browser.","breadcrumbs":"Hello World » Hello World","id":"15","title":"Hello World"},"150":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import ( management_canister, SignWithEcdsaResult,\n) class Signature(Record): signature: blob class SignResult(Variant, total=False): Ok: Signature Err: str @update\ndef sign(message_hash: blob) -> Async[SignResult]: if len(message_hash) != 32: ic.trap(\"message_hash must be 32 bytes\") caller = ic.caller().bytes call_result: CallResult[ SignWithEcdsaResult ] = yield management_canister.sign_with_ecdsa( { \"message_hash\": message_hash, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ).with_cycles( 10_000_000_000 ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » sign_with_ecdsa » sign_with_ecdsa","id":"150","title":"sign_with_ecdsa"},"151":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_start_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.start_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » start_canister » start_canister","id":"151","title":"start_canister"},"152":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_stop_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.stop_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » stop_canister » stop_canister","id":"152","title":"stop_canister"},"153":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_uninstall_code(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.uninstall_code( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » uninstall_code » uninstall_code","id":"153","title":"uninstall_code"},"154":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_update_settings(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.update_settings( { \"canister_id\": canister_id, \"settings\": { \"controllers\": None, \"compute_allocation\": 1, \"memory_allocation\": 3_000_000, \"freezing_threshold\": 2_000_000, }, } ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » update_settings » update_settings","id":"154","title":"update_settings"},"155":{"body":"stable structures stable bytes stable grow stable read stable size stable write stable64 grow stable64 read stable64 size stable64 write","breadcrumbs":"Reference » Stable Memory » Stable Memory","id":"155","title":"Stable Memory"},"156":{"body":"This section is a work in progress. Examples: audio_recorder ethereum_json_rpc func_types http_counter persistent-storage pre_and_post_upgrade stable_structures from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values()","breadcrumbs":"Reference » Stable Memory » stable structures » stable structures","id":"156","title":"stable structures"},"157":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, query @query\ndef stable_bytes() -> blob: return ic.stable_bytes()","breadcrumbs":"Reference » Stable Memory » stable bytes » stable bytes","id":"157","title":"stable bytes"},"158":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, StableGrowResult, update @update\ndef stable_grow(new_pages: nat32) -> StableGrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable grow » stable grow","id":"158","title":"stable grow"},"159":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, query @query\ndef stable_read(offset: nat32, length: nat32) -> blob: return ic.stable_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable read » stable read","id":"159","title":"stable read"},"16":{"body":"Assuming you're starting completely from scratch, run these commands to setup your project's directory and file structure: mkdir kybra_hello_world\ncd kybra_hello_world mkdir src touch src/main.py\ntouch dfx.json Now create and source a virtual environment: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate Now install Kybra and the Kybra dfx extension: pip install kybra\npython -m kybra install-dfx-extension Open up kybra_hello_world in your text editor (we recommend VS Code with the Microsoft Python extension ).","breadcrumbs":"Hello World » The project directory and file structure","id":"16","title":"The project directory and file structure"},"160":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, query @query\ndef stable_size() -> nat32: return ic.stable_size()","breadcrumbs":"Reference » Stable Memory » stable size » stable size","id":"160","title":"stable size"},"161":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, update, void @update\ndef stable_write(offset: nat32, buf: blob) -> void: ic.stable_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable write » stable write","id":"161","title":"stable write"},"162":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, Stable64GrowResult, update @update\ndef stable_grow(new_pages: nat64) -> Stable64GrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable64 grow » stable64 grow","id":"162","title":"stable64 grow"},"163":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, query @query\ndef stable64_read(offset: nat64, length: nat64) -> blob: return ic.stable64_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable64 read » stable64 read","id":"163","title":"stable64 read"},"164":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, query @query\ndef stable64_size() -> nat64: return ic.stable64_size()","breadcrumbs":"Reference » Stable Memory » stable64 size » stable64 size","id":"164","title":"stable64 size"},"165":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, update, void @update\ndef stable64_write(offset: nat64, buf: blob) -> void: ic.stable64_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable64 write » stable64 write","id":"165","title":"stable64 write"},"166":{"body":"clear timer set timer set timer interval","breadcrumbs":"Reference » Timers » Timers","id":"166","title":"Timers"},"167":{"body":"This section is a work in progress. Examples: timers from kybra import ic, TimerId, update, void @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\")","breadcrumbs":"Reference » Timers » clear timer » clear timer","id":"167","title":"clear timer"},"168":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) @update\ndef set_timer(delay: Duration) -> TimerId: return ic.set_timer(delay, timer_callback) def timer_callback(): ic.print(\"timer_callback\")","breadcrumbs":"Reference » Timers » set timer » set timer","id":"168","title":"set timer"},"169":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) counter = 0 @update\ndef set_timer_interval(interval: Duration) -> TimerId: return ic.set_timer_interval(interval, timer_callback) def timer_callback(): global counter counter += 1 ic.print(f\"timer_callback: {counter}\")","breadcrumbs":"Reference » Timers » set timer interval » set timer interval","id":"169","title":"set timer interval"},"17":{"body":"Here's the main code of the project, which you should put in the kybra_hello_world/src/main.py file of your canister: from kybra import query, update, void # This is a global variable that is stored on the heap\nmessage: str = '' # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted Let's discuss each section of the code. from kybra import query, update, void The code starts off by importing the query and update decorators from kybra, along with the void type. The kybra module provides most of the Internet Computer (IC) APIs for your canister. # This is a global variable that is stored on the heap\nmessage: str = '' We have created a global variable to store the state of our application. This variable is in scope to all of the functions defined in this module. We have annotated it with a type and set it equal to an empty string. # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message We are exposing a canister query method here. When query methods are called they execute quickly because they do not have to go through consensus. This method simply returns our global message variable. # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted We are exposing an update method here. When update methods are called they take a few seconds to complete. This is because they persist changes and go through consensus. A majority of nodes in a subnet must agree on all state changes introduced in calls to update methods. This method accepts a string from the caller and will store it in our global message variable. That's it! We've created a very simple getter/setter Hello World application. But no Hello World project is complete without actually yelling Hello world! To do that, we'll need to setup the rest of our project.","breadcrumbs":"Hello World » main.py","id":"17","title":"main.py"},"18":{"body":"Create the following in kybra_hello_world/dfx.json: { \"canisters\": { \"kybra_hello_world\": { \"type\": \"kybra\", \"main\": \"src/main.py\" } }\n}","breadcrumbs":"Hello World » dfx.json","id":"18","title":"dfx.json"},"19":{"body":"Let's deploy to our local replica. First startup the replica: dfx start --background If you want an extra speedy deploy: dfx start --background --artificial-delay 0 Then deploy the canister: dfx deploy If you have problems deploying see Common deployment issues .","breadcrumbs":"Hello World » Local deployment","id":"19","title":"Local deployment"},"2":{"body":"Kybra may have unknown security vulnerabilities due to the following: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython","breadcrumbs":"Kybra (Beta) » Disclaimer","id":"2","title":"Disclaimer"},"20":{"body":"Once we've deployed we can ask for our message: dfx canister call kybra_hello_world get_message We should see (\"\") representing an empty message. Now let's yell Hello World!: dfx canister call kybra_hello_world set_message '(\"Hello World!\")' Retrieve the message: dfx canister call kybra_hello_world get_message We should see (\"Hello World!\").","breadcrumbs":"Hello World » Interacting with your canister from the command line","id":"20","title":"Interacting with your canister from the command line"},"21":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: kybra_hello_world: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai or the equivalent URL from your terminal to access the web UI and interact with your canister.","breadcrumbs":"Hello World » Interacting with your canister from the web UI","id":"21","title":"Interacting with your canister from the web UI"},"22":{"body":"Starting the local replica Deploying to the local replica Interacting with your canister Deploying to mainnet Common deployment issues There are two main Internet Computer (IC) environments that you will generally interact with: the local replica and mainnet. When developing on your local machine, our recommended flow is to start up a local replica in your project's root directoy and then deploy to it for local testing.","breadcrumbs":"Deployment » Deployment","id":"22","title":"Deployment"},"23":{"body":"Open a terminal and navigate to your project's root directory: dfx start Alternatively you can start the local replica as a background process: dfx start --background If you want extra speedy deploys: dfx start --artificial-delay 0 or dfx start --background --artificial-delay 0 If you want to stop a local replica running in the background: dfx stop If you ever see this error after dfx stop: Error: Failed to kill all processes. Remaining: 627221 626923 627260 Then try this: sudo kill -9 627221\nsudo kill -9 626923\nsudo kill -9 627260 If your replica starts behaving strangely, we recommend starting the replica clean, which will clean the dfx state of your project: dfx start --clean","breadcrumbs":"Deployment » Starting the local replica","id":"23","title":"Starting the local replica"},"24":{"body":"To deploy all canisters defined in your dfx.json: dfx deploy To deploy an individual canister: dfx deploy canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to the local replica","id":"24","title":"Deploying to the local replica"},"25":{"body":"As a developer you can generally interact with your canister in three ways: dfx command line dfx web UI @dfinity/agent","breadcrumbs":"Deployment » Interacting with your canister","id":"25","title":"Interacting with your canister"},"26":{"body":"You can see a more complete reference here . The commands you are likely to use most frequently are: # assume a canister named my_canister # builds and deploys all canisters specified in dfx.json\ndfx deploy # builds all canisters specified in dfx.json\ndfx build # builds and deploys my_canister\ndfx deploy my_canister # builds my_canister\ndfx build my_canister # removes the Wasm binary and state of my_canister\ndfx uninstall-code my_canister # calls the method_name method on my_canister with a string argument\ndfx canister call my_canister method_name '(\"This is a Candid string argument\")'","breadcrumbs":"Deployment » dfx command line","id":"26","title":"dfx command line"},"27":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: my_canister: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai to access the web UI.","breadcrumbs":"Deployment » dfx web UI","id":"27","title":"dfx web UI"},"28":{"body":"@dfinity/agent is the TypeScript/JavaScript client library for interacting with canisters on the IC. If you are building a client web application, this is probably what you'll want to use. There are other agents for other languages as well: Java Python Rust","breadcrumbs":"Deployment » @dfinity/agent","id":"28","title":"@dfinity/agent"},"29":{"body":"Assuming you are setup with cycles , then you are ready to deploy to mainnet. To deploy all canisters defined in your dfx.json: dfx deploy --network ic To deploy an individual canister: dfx deploy --network ic canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to mainnet","id":"29","title":"Deploying to mainnet"},"3":{"body":"We hope to get to a production-ready 1.0 in 2025. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits","breadcrumbs":"Kybra (Beta) » Roadmap","id":"3","title":"Roadmap"},"30":{"body":"If you run into an error during deployment, try the following: Ensure that you have followed the instructions correctly in the installation chapter , especially noting the common installation issues Ensure that you have created and activated your virtual environment, and that you have done the following from within that virtual environment: installed Kybra, installed the Kybra dfx extension, and run dfx deploy: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate\npip install kybra\npython -m kybra install-dfx-extension\ndfx deploy Look for more error output by adding the KYBRA_VERBOSE=true environment variable to dfx deploy like so: KYBRA_VERBOSE=true dfx deploy Look for errors in each of the files in ~/.config/kybra/[kybra_version]/logs If the problem is still not resolved, reach out with any error outputs in the Discord channel","breadcrumbs":"Deployment » Common deployment issues","id":"30","title":"Common deployment issues"},"31":{"body":"Kybra has many example projects showing nearly all Kybra APIs. They can be found in the examples directory of the Kybra GitHub repository . We'll highlight a few of them here: Query Update Primitive Types Stable Structures Cycles Cross Canister Calls Management Canister Outgoing HTTP Requests Incoming HTTP Requests Pre and Post Upgrade Timers","breadcrumbs":"Examples » Examples","id":"31","title":"Examples"},"32":{"body":"The Internet Computer (IC) is a decentralized cloud platform. Actually, it is better thought of as a progressively decentralizing cloud platform. Its full vision is yet to be fulfilled. It aims to be owned and operated by many independent entities in many geographies and legal jurisdictions throughout the world. This is in opposition to most traditional cloud platforms today, which are generally owned and operated by one overarching legal entity. The IC is composed of computer hardware nodes running the IC protocol software. Each running IC protocol software process is known as a replica. Nodes are assigned into groups known as subnets. Each subnet attempts to maximize its decentralization of nodes according to factors such as data center location and node operator independence. The subnets vary in size. Generally speaking the larger the size of the subnet the more secure it will be. Subnets currently range in size from 13 to 40 nodes, with most subnets having 13 nodes. IC applications, known as canisters, are deployed to specific subnets. They are then accessible through Internet Protocol requests such as HTTP. Each subnet replicates all canisters across all of its replicas. A consensus protocol is run by the replicas to ensure Byzantine Fault Tolerance . View the IC Dashboard to explore all data centers, subnets, node operators, and many other aspects of the IC.","breadcrumbs":"Internet Computer Overview » Internet Computer Overview","id":"32","title":"Internet Computer Overview"},"33":{"body":"Canisters are Internet Computer (IC) applications. They are the encapsulation of your code and state, and are essentially Wasm modules. State can be stored on the 4 GiB heap or in a larger 96 GiB location called stable memory. You can store state on the heap using your language's native global variables. You can store state in stable memory using low-level APIs or special stable data structures that behave similarly to native language data structures. State changes must go through a process called consensus. The consensus process ensures that state changes are Byzantine Fault Tolerant . This process takes a few seconds to complete. Operations on canister state are exposed to users through canister methods. These methods can be invoked through HTTP requests. Query methods allow state to be read and are low-latency. Update methods allow state to be changed and are higher-latency. Update methods take a few seconds to complete because of the consensus process.","breadcrumbs":"Canisters Overview » Canisters Overview","id":"33","title":"Canisters Overview"},"34":{"body":"","breadcrumbs":"Query Methods » Query Methods","id":"34","title":"Query Methods"},"35":{"body":"Decorate functions with @query Read-only Executed on a single node No consensus Latency on the order of ~100 milliseconds 5 billion Wasm instruction limit 4 GiB heap limit ~32k queries per second per canister The most basic way to expose your canister's functionality publicly is through a query method. Here's an example of a simple query method: from kybra import query @query\ndef get_string() -> str: return \"This is a query method!\" get_string can be called from the outside world through the IC's HTTP API. You'll usually invoke this API from the dfx command line, dfx web UI, or an agent . From the dfx command line you can call it like this: dfx canister call my_canister get_string Query methods are read-only. They do not persist any state changes. Take a look at the following example: from kybra import query, void db = {} @query\ndef set(key: str, value: str) -> void: db[key] = value Calling set will perform the operation of setting the key item on the db dictionary to value, but after the call finishes that change will be discarded. This is because query methods are executed on a single node machine and do not go through consensus . This results in lower latencies, perhaps on the order of 100 milliseconds. There is a limit to how much computation can be done in a single call to a query method. The current query call limit is 5 billion Wasm instructions . Here's an example of a query method that runs the risk of reaching the limit: from kybra import nat32, query @query\ndef pyramid(levels: nat32) -> str: levels_array = [0 for _ in range(levels)] asterisk_array = [ [\"*\" for _ in range(i + 1)] + [\"\\n\"] for i in range(len(levels_array)) ] flattened_array = [element for subarray in asterisk_array for element in subarray] return \"\".join(flattened_array) From the dfx command line you can call pyramid like this: dfx canister call my_canister pyramid '(600)' With an argument of 600, pyramid will fail with an error ...exceeded the instruction limit for single message execution. Keep in mind that each query method invocation has up to 4 GiB of heap available. In terms of query scalability, an individual canister likely has an upper bound of ~36k queries per second .","breadcrumbs":"Query Methods » TLDR","id":"35","title":"TLDR"},"36":{"body":"","breadcrumbs":"Update Methods » Update Methods","id":"36","title":"Update Methods"},"37":{"body":"Annotate functions with @update Read-write Executed on many nodes Consensus Latency ~2-5 seconds 20 billion Wasm instruction limit 4 GiB heap limit 96 GiB stable memory limit ~900 updates per second per canister Update methods are similar to query methods, but state changes can be persisted. Here's an example of a simple update method: from kybra import nat64, update counter = 0 @update\ndef increment() -> nat64: global counter counter += 1 return counter Calling increment will increase the value of counter by 1 and then return its current value. Because counter is a global variable, the change will be persisted to the heap, and subsequent query and update calls will have access to the new counter value. Because the Internet Computer (IC) persists changes with certain fault tolerance guarantees, update calls are executed on many nodes and go through consensus . This leads to latencies of ~2-5 seconds per update call. Due to the latency and other expenses involved with update methods, it is best to use them only when necessary. Look at the following example: from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message You'll notice that we use an update method, set_message, only to perform the change to the global message variable. We use get_message, a query method, to read the message. Keep in mind that the heap is limited to 4 GiB, and thus there is an upper bound to global variable storage capacity. You can imagine how a simple database like the following would eventually run out of memory with too many entries: from kybra import Opt, query, update, void db: dict[str, str] = {} @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db[key] = value If you need more than 4 GiB of storage, consider taking advantage of the 96 GiB of stable memory. Stable structures like StableBTreeMap give you a nice API for interacting with stable memory. These data structures will be covered in more detail later . Here's a simple example: from kybra import Opt, query, StableBTreeMap, update, void db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) So far we have only seen how state changes can be persisted. State changes can also be discarded by implicit or explicit traps. A trap is an immediate stop to execution with the ability to provide a message to the execution environment. Traps can be useful for ensuring that multiple operations are either all completed or all disregarded, or in other words atomic. Keep in mind that these guarantees do not hold once cross-canister calls are introduced, but that's a more advanced topic covered later . Here's an example of how to trap and ensure atomic changes to your database: from kybra import ic, Opt, query, Record, StableBTreeMap, update, Vec, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(entries: Vec[Entry]) -> void: for entry in entries: if entry[\"key\"] == \"trap\": ic.trap(\"explicit trap\") db.insert(entry[\"key\"], entry[\"value\"]) In addition to ic.trap, an explicit Python raise or any unhandled exception will also trap. There is a limit to how much computation can be done in a single call to an update method. The current update call limit is 20 billion Wasm instructions . If we modify our database example, we can introduce an update method that runs the risk of reaching the limit: from kybra import nat64, Opt, query, Record, StableBTreeMap, update, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=1_000, max_value_size=1_000) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(num_entries: nat64) -> void: for i in range(num_entries): db.insert(str(i), str(i)) From the dfx command line you can call set_many like this: dfx canister call my_canister set_many '(100_000)' With an argument of 100_000, set_many will fail with an error ...exceeded the instruction limit for single message execution. In terms of update scalability, an individual canister likely has an upper bound of ~900 updates per second .","breadcrumbs":"Update Methods » TLDR","id":"37","title":"TLDR"},"38":{"body":"text blob nat nat64 nat32 nat16 nat8 int int64 int32 int16 int8 float64 float32 bool null vec opt record variant func service principal reserved empty Candid is an interface description language created by DFINITY . It can be used to define interfaces between services (canisters), allowing canisters and clients written in various languages to easily interact with each other. Kybra allows you to express Candid types through a combination of native and Kybra-provided Python types. These types will be necessary in various places as you define your canister. For example, Candid types must be used when defining the parameters and return types of your query and update methods. It's important to note that the Candid types are represented at runtime using specific Python data structures that may differ in behavior from the description of the actual Candid type. For example, a float32 Candid type is a Python float , a nat64 is a Python int , and an int is also a Python int . Keep this in mind as it may result in unexpected behavior. Each Candid type and its equivalent Python runtime value is explained in more detail in this chapter. A reference of all Candid types available on the Internet Computer (IC) can be found here . The following is a simple example showing how to import and use most of the Candid types available in Kybra: from kybra import ( blob, float64, float32, Func, int8, int16, int32, int64, nat, nat8, nat16, nat32, nat64, null, Opt, Principal, query, Query, Record, Service, service_query, service_update, Variant, Vec,\n) class Candid(Record): text: str blob: blob nat: nat nat64: nat64 nat32: nat32 nat16: nat16 nat8: nat8 int: int int64: int64 int32: int32 int16: int16 int8: int8 float64: float64 float32: float32 bool: bool null: null vec: Vec[str] opt: Opt[\"nat\"] record: \"CandidRecord\" variant: \"CandidVariant\" func: \"CandidFunc\" service: \"MyService\" principal: Principal class CandidRecord(Record): first_name: str last_name: str age: nat8 class CandidVariant(Variant, total=False): Tag1: null Tag2: null Tag3: int class MyService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... CandidFunc = Func(Query[[], Candid]) @query\ndef candid_types() -> Candid: return { \"text\": \"text\", \"blob\": bytes(), \"nat\": 340_282_366_920_938_463_463_374_607_431_768_211_455, \"nat64\": 18_446_744_073_709_551_615, \"nat32\": 4_294_967_295, \"nat16\": 65_535, \"nat8\": 255, \"int\": 170_141_183_460_469_231_731_687_303_715_884_105_727, \"int64\": 9_223_372_036_854_775_807, \"int32\": 2_147_483_647, \"int16\": 32_767, \"int8\": 127, \"float64\": 0.0, \"float32\": 0.0, \"bool\": True, \"null\": None, \"vec\": [\"has one element\"], \"opt\": None, \"record\": {\"first_name\": \"John\", \"last_name\": \"Doe\", \"age\": 35}, \"variant\": {\"Tag1\": None}, \"func\": (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"candid_types\"), \"service\": MyService(Principal.from_str(\"aaaaa-aa\")), \"principal\": Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), } Calling candid_types with dfx will return: ( record { \"int\" = 170_141_183_460_469_231_731_687_303_715_884_105_727 : int; \"nat\" = 340_282_366_920_938_463_463_374_607_431_768_211_455 : nat; \"opt\" = null; \"vec\" = vec { \"has one element\" }; \"service\" = service \"aaaaa-aa\"; \"principal\" = principal \"ryjl3-tyaaa-aaaaa-aaaba-cai\"; \"blob\" = vec {}; \"bool\" = true; \"func\" = func \"rrkah-fqaaa-aaaaa-aaaaq-cai\".candid_types; \"int8\" = 127 : int8; \"nat8\" = 255 : nat8; \"null\" = null : null; \"text\" = \"text\"; \"nat16\" = 65_535 : nat16; \"nat32\" = 4_294_967_295 : nat32; \"nat64\" = 18_446_744_073_709_551_615 : nat64; \"int16\" = 32_767 : int16; \"int32\" = 2_147_483_647 : int32; \"int64\" = 9_223_372_036_854_775_807 : int64; \"variant\" = variant { Tag1 }; \"float32\" = 0 : float32; \"float64\" = 0 : float64; \"record\" = record { age = 35 : nat8; first_name = \"John\"; last_name = \"Doe\"; }; },\n) text The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n} blob The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n} nat The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n} nat64 The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n} nat32 The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n} nat16 The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n} nat8 The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n} int The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n} int64 The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n} int32 The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n} int16 The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n} int8 The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n} float64 The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n} float32 The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n} bool The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n} null The Kybra type null corresponds to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, null, query @query\ndef get_null() -> null: return None @query\ndef print_null(none: null) -> null: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n} vec The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n} Opt The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n} record Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n}; variant Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, null, Variant class ReactionType(Variant, total=False): Fire: null ThumbsUp: null ThumbsDown: null Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: null Sad: null class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n}; func The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n} service Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) } principal The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n} reserved The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n} empty The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query @query\ndef get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Candid » Candid","id":"38","title":"Candid"},"39":{"body":"","breadcrumbs":"Stable Structures » Stable Structures","id":"39","title":"Stable Structures"},"4":{"body":"Kybra is currently developed by Demergent Labs , a for-profit company with a grant from DFINITY . Demergent Labs' vision is to accelerate the adoption of Web3, the Internet Computer, and sustainable open source.","breadcrumbs":"Kybra (Beta) » Demergent Labs","id":"4","title":"Demergent Labs"},"40":{"body":"96 GiB of stable memory Persistent across upgrades Familiar API Must specify memory id Must specify maximum key size Must specify maximum value size No migrations per memory id Stable structures are data structures with familiar APIs that allow access to stable memory. Stable memory is a separate memory location from the heap that currently allows up to 96 GiB of storage. Stable memory persists automatically across upgrades. Persistence on the Internet Computer (IC) is very important to understand. When a canister is upgraded (its code is changed after being initially deployed) its heap is wiped. This includes all global variables. On the other hand, anything stored in stable memory will be preserved. Writing and reading to and from stable memory can be done with a low-level API , but it is generally easier and preferable to use stable structures. Kybra currently provides one stable structure called StableBTreeMap. It's similar to a Python dictionary or a map that you'd find in most languages, and has most of the common operations you'd expect such as reading, inserting, and removing values. Here's how to define a simple StableBTreeMap. Each StableBTreeMap must be defined in the global scope (not within any functions or objects etc): from kybra import nat8, StableBTreeMap map = StableBTreeMap[nat8, str](memory_id=0, max_key_size=100, max_value_size=1_000) This is a StableBTreeMap with a key of type nat8 and a value of type str. Key and value types can be any Candid type . This StableBTreeMap also has a memory id of 0, a maximum key size of 100 bytes and a maximum value size of 1_000 bytes. You must statically specify the memory id, maximum key size, and maximum value sizes (they cannot be variables). The memory id can be a number between 0 and 254, We hope to reduce the complexity around memory id in the future, and perhaps remove the need to specify it entirely. Each StableBTreeMap instance must have a unique memory id. Once a memory id is allocated, it cannot be used with a different StableBTreeMap. This means you can't create another StableBTreeMap using the same memory id, and you can't change the key or value types of an existing StableBTreeMap. This problem will be addressed . Here's an example showing all of the basic StableBTreeMap operations: from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values() With these basic operations you can build more complex CRUD database applications: import secrets from kybra import ( blob, ic, nat64, Opt, Principal, query, Record, StableBTreeMap, update, Variant, Vec,\n) class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) @update\ndef create_user(username: str) -> User: id = generate_id() user: User = { \"id\": id, \"created_at\": ic.time(), \"recording_ids\": [], \"username\": username, } users.insert(user[\"id\"], user) return user @query\ndef read_users() -> Vec[User]: return users.values() @query\ndef read_user_by_id(id: Principal) -> Opt[User]: return users.get(id) class DeleteUserResult(Variant, total=False): Ok: User Err: \"DeleteUserErr\" class DeleteUserErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef delete_user(id: Principal) -> DeleteUserResult: user = users.get(id) if user is None: return {\"Err\": {\"UserDoesNotExist\": id}} for recording_id in user[\"recording_ids\"]: recordings.remove(recording_id) users.remove(user[\"id\"]) return {\"Ok\": user} class CreateRecordingResult(Variant, total=False): Ok: Recording Err: \"CreateRecordingErr\" class CreateRecordingErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef create_recording( audio: blob, name: str, user_id: Principal\n) -> CreateRecordingResult: user = users.get(user_id) if user is None: return {\"Err\": {\"UserDoesNotExist\": user_id}} id = generate_id() recording: Recording = { \"id\": id, \"audio\": audio, \"created_at\": ic.time(), \"name\": name, \"user_id\": user_id, } recordings.insert(recording[\"id\"], recording) updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": [*user[\"recording_ids\"], recording[\"id\"]], } users.insert(updated_user[\"id\"], updated_user) return {\"Ok\": recording} @query\ndef read_recordings() -> Vec[Recording]: return recordings.values() @query\ndef read_recording_by_id(id: Principal) -> Opt[Recording]: return recordings.get(id) class DeleteRecordingResult(Variant, total=False): Ok: Recording Err: \"DeleteRecordingError\" class DeleteRecordingError(Variant, total=False): RecordingDoesNotExist: Principal UserDoesNotExist: Principal @update\ndef delete_recording(id: Principal) -> DeleteRecordingResult: recording = recordings.get(id) if recording is None: return {\"Err\": {\"RecordingDoesNotExist\": id}} user = users.get(recording[\"user_id\"]) if user is None: return {\"Err\": {\"UserDoesNotExist\": recording[\"user_id\"]}} updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": list( filter( lambda recording_id: recording_id.to_str() != recording[\"id\"].to_str(), user[\"recording_ids\"], ) ), } users.insert(updated_user[\"id\"], updated_user) recordings.remove(id) return {\"Ok\": recording} def generate_id() -> Principal: random_bytes = secrets.token_bytes(29) return Principal.from_hex(random_bytes.hex()) The example above shows a very basic audio recording backend application. There are two types of entities that need to be stored, User and Recording. These are represented as Candid records. Each entity gets its own StableBTreeMap: from kybra import blob, nat64, Principal, Record, StableBTreeMap, Vec class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) Notice that each StableBTreeMap has a unique memory id. The maximum key and value sizes are also set according to the expected application usage. You can figure out the appropriate maximum key and value sizes by reasoning about your application and engaging in some trial and error using the insert method. Calling insert on a StableBTreeMap will throw an error which in some cases will have the information that you need to determine the maximum key or value size. If you attempt to insert a key or value that is too large, the KeyTooLarge and ValueTooLarge errors will show you the size of the value that you attempted to insert. You can increase the maximum key or value size based on the information you receive from the KeyTooLarge and ValueTooLarge errors and try inserting again. Thus through some trial and error you can whittle your way to a correct solution. In some cases all of your values will have an obvious static maximum size. In the audio recording example, trial and error revealed that Principal is most likely always 38 bytes, thus the maximum key size is set to 38. Maximum value sizes can be more tricky to figure out, especially if the values are records or variants with dynamic fields such as arrays. User has one such dynamic field, recording_ids. Since each recording id is a Principal, we know that each will take up 38 bytes. The other fields on User shouldn't take up too many bytes so we'll ignore them for our analysis. We've set the maximum value size of User to be 100_000 bytes. If we divide 100_00 by 38, we get ~2_631. This will result in each user being able to store around that many recordings. That's acceptable for our example, and so we'll go with it. As for Recording, the largest dynamic field is audio, which will be the actual bytes of the audio recording. We've set the maximum value size here to 5_000_000, which should allow for recordings of ~5 MB in size. That seems reasonable for our example, and so we'll go with it. As you can see, finding the correct maximum key and value sizes is a bit of an art right now. Combining some trial and error with reasoning about your specific application should get you a working solution in most cases. It's our hope that the need to specify maximum key and value sizes will be removed in the future.","breadcrumbs":"Stable Structures » TLDR","id":"40","title":"TLDR"},"41":{"body":"","breadcrumbs":"Stable Structures » Caveats","id":"41","title":"Caveats"},"42":{"body":"You should be wary when using float64, float32, service, or func in any type that is a key for a stable structure. These types do not have the ability to be strictly ordered in all cases. service and func will have no order. float64 and float32 will treat NaN as less than any other type. These caveats may impact key performance.","breadcrumbs":"Stable Structures » Keys","id":"42","title":"Keys"},"43":{"body":"Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types heartbeat generators ledger_canister management_canister outgoing_http_requests threshold_ecdsa rejections timers whoami Canisters are generally able to call the query or update methods of other canisters in any subnet. We refer to these types of calls as cross-canister calls. A cross-canister call begins with a definition of the canister to be called, referred to as a service. Imagine a simple service called token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) @update\ndef transfer(to: Principal, amount: nat64) -> nat64: from_ = ic.caller() from_balance = accounts.get(from_) or 0 to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return amount Here's how you would create its service definition: from kybra import nat64, Principal, Service, service_update class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... Once you have a service definition you can instantiate it with the service's Principal and then invoke its methods. Here's how to instantiate TokenCanister: token_canister = TokenCanister( Principal.from_str('r7inp-6aaaa-aaaaa-aaabq-cai')\n) And here's a more complete example of a service called payout_canister that performs a cross-canister call to token_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}) Notice that the token_canister.transfer method, because it is a cross-canister method, returns a CallResult. All cross-canister calls return CallResult, which has an Ok or Err property depending on if the cross-canister call was successful or not. The IC guarantees that cross-canister calls will return. This means that, generally speaking, you will always receive a CallResult. Kybra does not raise on cross-canister calls. Wrapping your cross-canister call in a try...except most likely won't do anything useful. Let's add to our example code and explore adding some practical result-based error-handling to stop people from stealing tokens. token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update, Variant accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 @update\ndef transfer(to: Principal, amount: nat64) -> TransferResult: from_ = ic.caller() from_balance = accounts.get(from_) or 0 if from_balance < amount: return {\"Err\": {\"InsufficientBalance\": from_balance}} to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return {\"Ok\": amount} payout_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> \"TransferResult\": ... class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: call_result: CallResult[TransferResult] = yield token_canister.transfer(to, amount) def handle_transfer_result_ok(transfer_result: TransferResult) -> PayoutResult: return match( transfer_result, { \"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": str(err)}, }, ) return match( call_result, { \"Ok\": handle_transfer_result_ok, \"Err\": lambda err: {\"Err\": err}, }, ) So far we have only shown a cross-canister call from an update method. Update methods can call other update methods or query methods (but not composite query methods as discussed below). If an update method calls a query method, that query method will be called in replicated mode. Replicated mode engages the consensus process, but for queries the state will still be discarded. Cross-canister calls can also be initiated from query methods. These are known as composite queries, and in Kybra they are simply query methods that return a generator using the Async type. Composite queries can call other composite query methods and regular query methods. Composite queries cannot call update methods. Here's an example of a composite query method: from kybra import ( Async, CallResult, match, Principal, query, Service, service_query, Variant,\n) class SomeCanister(Service): @service_query def query_for_boolean(self) -> bool: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class QuerySomeCanisterResult(Variant, total=False): Ok: bool Err: str @query\ndef query_some_canister() -> Async[QuerySomeCanisterResult]: call_result: CallResult[bool] = yield some_canister.query_for_boolean() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) You can expect cross-canister calls within the same subnet to take up to a few seconds to complete, and cross-canister calls across subnets take about double that time . If you don't need to wait for your cross-canister call to return, you can use notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().notify() If you need to send cycles with your cross-canister call, you can call with_cycles before calling call or notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().with_cycles(1_000_000).notify()","breadcrumbs":"Cross-canister » Cross-canister","id":"43","title":"Cross-canister"},"44":{"body":"This chapter is a work in progress.","breadcrumbs":"HTTP » HTTP","id":"44","title":"HTTP"},"45":{"body":"Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"HTTP » Incoming HTTP requests","id":"45","title":"Incoming HTTP requests"},"46":{"body":"Examples: ethereum_json_rpc outgoing_http_requests from kybra import ( Alias, Async, CallResult, ic, match, init, nat32, query, StableBTreeMap, update, void,\n)\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) JSON = Alias[str] stable_storage = StableBTreeMap[str, str]( memory_id=0, max_key_size=20, max_value_size=1_000\n) @init\ndef init_(ethereum_url: str) -> void: stable_storage.insert(\"ethereum_url\", ethereum_url) @update\ndef eth_get_balance(ethereum_address: str) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBalance\",\"params\":[\"{ethereum_address}\",\"earliest\"],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @update\ndef eth_get_block_by_number(number: nat32) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBlockByNumber\",\"params\":[\"{hex(number)}\", false],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @query\ndef eth_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"HTTP » Outgoing HTTP requests","id":"46","title":"Outgoing HTTP requests"},"47":{"body":"This chapter is a work in progress. You can access the management canister like this: from kybra import Async, blob, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister class RandomBytesResult(Variant, total=False): Ok: blob Err: str @update\ndef random_bytes() -> Async[RandomBytesResult]: call_result: CallResult[blob] = yield management_canister.raw_rand() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) See the management canister types for all methods and their parameter and return types. See the management canister reference section for more information.","breadcrumbs":"Management Canister » Management Canister","id":"47","title":"Management Canister"},"48":{"body":"This chapter is a work in progress. from kybra import ic, init, post_upgrade, pre_upgrade, void @init\ndef init_() -> void: ic.print(\"runs on first canister install\") @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"runs before canister upgrade\") @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"runs after canister upgrade\")","breadcrumbs":"Canister Lifecycle » Canister Lifecycle","id":"48","title":"Canister Lifecycle"},"49":{"body":"This chapter is a work in progress. from kybra import ( Async, blob, CallResult, Duration, ic, match, nat8, query, Record, TimerId, update, void,\n)\nfrom kybra.canisters.management import management_canister class StatusReport(Record): single: bool inline: nat8 capture: str repeat: nat8 single_cross_canister: blob repeat_cross_canister: blob class TimerIds(Record): single: TimerId inline: TimerId capture: TimerId repeat: TimerId single_cross_canister: TimerId repeat_cross_canister: TimerId status: StatusReport = { \"single\": False, \"inline\": 0, \"capture\": \"\", \"repeat\": 0, \"single_cross_canister\": bytes(), \"repeat_cross_canister\": bytes(),\n} @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\") @update\ndef set_timers(delay: Duration, interval: Duration) -> TimerIds: captured_value = \"🚩\" single_id = ic.set_timer(delay, one_time_timer_callback) # Note: You cannot set global variables from within a lambda but you can # call a function that sets a global variable. So we've moved the \"setting\" # functionality out into helper functions while the printing is kept here in # the lambda. inline_id = ic.set_timer( delay, lambda: update_inline_status() or ic.print(\"Inline timer called\"), ) capture_id = ic.set_timer( delay, lambda: update_capture_status(captured_value) or ic.print(f\"Timer captured value: {captured_value}\"), ) repeat_id = ic.set_timer_interval(interval, repeat_timer_callback) single_cross_canister_id = ic.set_timer(delay, single_cross_canister_timer_callback) repeat_cross_canister_id = ic.set_timer_interval( interval, repeat_cross_canister_timer_callback ) return { \"single\": single_id, \"inline\": inline_id, \"capture\": capture_id, \"repeat\": repeat_id, \"single_cross_canister\": single_cross_canister_id, \"repeat_cross_canister\": repeat_cross_canister_id, } @query\ndef status_report() -> StatusReport: return status def one_time_timer_callback(): status[\"single\"] = True ic.print(\"one_time_timer_callback called\") def repeat_timer_callback(): status[\"repeat\"] += 1 ic.print(f\"Repeating timer. Call {status['repeat']}\") def update_inline_status(): status[\"inline\"] = 1 def update_capture_status(value: str): status[\"capture\"] = value def single_cross_canister_timer_callback() -> Async[void]: ic.print(\"single_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"single_cross_canister\"] = ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)}) def repeat_cross_canister_timer_callback() -> Async[void]: ic.print(\"repeat_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"repeat_cross_canister\"] += ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)})","breadcrumbs":"Timers » Timers","id":"49","title":"Timers"},"5":{"body":"Kybra and the IC provide unique benefits and drawbacks, and both are not currently suitable for all application use-cases. The following information will help you to determine when Kybra and the IC might be beneficial for your use-case.","breadcrumbs":"Kybra (Beta) » Benefits and drawbacks","id":"5","title":"Benefits and drawbacks"},"50":{"body":"This chapter is a work in progress. Cycles are essentially units of computational resources such as bandwidth, memory, and CPU instructions. Costs are generally metered on the Internet Computer (IC) by cycles. You can see a breakdown of all cycle costs here . Currently queries do not have any cycle costs. Most important to you will probably be update costs. TODO break down some cycle scenarios maybe? Perhaps we should show some of our analyses for different types of applications. Maybe show how to send and receive cycles, exactly how to do it. Show all of the APIs for sending or receiving cycles? Perhaps we don't need to do that here, since each API will show this information. Maybe here we just show the basic concept of cycles, link to the main cycles cost page, and show a few examples of how to break down these costs or estimate these costs.","breadcrumbs":"Cycles » Cycles","id":"50","title":"Cycles"},"51":{"body":"","breadcrumbs":"Caveats » Caveats","id":"51","title":"Caveats"},"52":{"body":"Kybra is a beta project using a new Python interpreter. See the disclaimer for more information.","breadcrumbs":"Caveats » Unknown security vulnerabilities","id":"52","title":"Unknown security vulnerabilities"},"53":{"body":"Any PyPI packages or other Python code that relies on C extensions will not currently work. It is a major goal for us to support C extensions in the future.","breadcrumbs":"Caveats » No C extensions","id":"53","title":"No C extensions"},"54":{"body":"Kybra is probably ~7-20x less performant than what you would expect from CPython . We hope to eventually use CPython as Kybra's underlying Python interpreter.","breadcrumbs":"Caveats » Performance","id":"54","title":"Performance"},"55":{"body":"A bug in the RustPython interpreter means that dictionary unpacking should not be used until this issue is addressed.","breadcrumbs":"Caveats » Do not use dictionary unpacking","id":"55","title":"Do not use dictionary unpacking"},"56":{"body":"You should use ic.print instead of print.","breadcrumbs":"Caveats » print does not work","id":"56","title":"print does not work"},"57":{"body":"","breadcrumbs":"Caveats » Kybra types","id":"57","title":"Kybra types"},"58":{"body":"Make sure to use the from kybra syntax when importing types from the kybra module, and to not rename types with as: Correct: from kybra import Record class MyRecord(Record): prop1: str prop2: int Incorrect: import kybra class MyRecord(kybra.Record): prop1: str prop2: int Incorrect: from kybra import Record as RenamedRecord class MyRecord(RenamedRecord): prop1: str prop2: int We wish to improve this situation in the future to handle the many various ways of importing.","breadcrumbs":"Caveats » Imports","id":"58","title":"Imports"},"59":{"body":"You should treat Kybra types essentially as keywords, not creating types of the same name elsewhere in your codebase or in other libraries. Any types exported from this file should be treated thusly.","breadcrumbs":"Caveats » Treatment as keywords","id":"59","title":"Treatment as keywords"},"6":{"body":"Kybra intends to be a full Python environment for the IC (a decentralized cloud platform), with support for all of the Python language and as many relevant libraries and APIs as possible. One of the core benefits of Kybra is that it allows Python developers to bring their skills to the IC. As for the IC, we believe its main benefits can be broken down into the following categories: Ownership Security Developer Experience Most of these benefits stem from the decentralized nature of the IC, though the IC is best thought of as a progressively decentralizing cloud platform. As opposed to traditional cloud platforms, its goal is to be owned and controlled by many independent entities. Ownership Full-stack group ownership Autonomous ownership Permanent APIs Credible neutrality Reduced platform risk Full-stack group ownership The IC allows you to build applications that are controlled directly and only (with some caveats) by a group of people. This is in opposition to most cloud applications written today, which must be under the control of a very limited number of people and often a single legal entity that answers directly to a cloud provider, which itself is a single legal entity. In the blockchain world, group-owned applications are known as DAOs . As opposed to DAOs built on most blockchains, the IC allows full-stack applications to be controlled by groups. This means that the group fully controls the running instances of the frontend and the backend code. Autonomous ownership In addition to allowing applications to be owned by groups of people, the IC also allows applications to be owned by no one. This essentially creates autonomous applications or everlasting processes that execute indefinitely. The IC will allow such an application to run until it depletes its balance of cycles, or until the NNS votes to shut it down. Permanent APIs Because most web APIs are owned and operated by individual entities, their fate is tied to that of their owners. If their owners go out of business, then those APIs may cease to exist. If their owners decide that they do not like or agree with certain users, they may restrict their access. In the end, they may decide to shut down or restrict access for arbitrary reasons. Because the IC allows for group and autonomous ownership of cloud software, the IC is able to produce potentially permanent web APIs. A decentralized group of independent entities will find it difficult to censor API consumers or shut down an API. An autonomous API would take those difficulties to the extreme, as it would continue operating as long as consumers were willing to pay for it. Credible neutrality Group and autonomous ownership makes it possible to build neutral cloud software on the IC. This type of software would allow independent parties to coordinate with reduced trust in each other or a single third-party coordinator. This removes the risk of the third-party coordinator acting in its own self-interest against the interests of the coordinating participants. The coordinating participants would also find it difficult to implement changes that would benefit themselves to the detriment of other participants. Examples could include mobile app stores, ecommerce marketplaces, and podcast directories. Reduced platform risk Because the IC is not owned or controlled by any one entity or individual, the risk of being deplatformed is reduced. This is in opposition to most cloud platforms, where the cloud provider itself generally has the power to arbitrarily remove users from its platform. While deplatforming can still occur on the IC, the only endogenous means of forcefully taking down an application is through an NNS vote. Security Built-in replication Built-in authentication Built-in firewall/port management Built-in sandboxing Threshold protocols Verifiable source code Blockchain integration Built-in replication Replication has many benefits that stem from reducing various central points of failure. The IC is at its core a Byzantine Fault Tolerant replicated compute environment. Applications are deployed to subnets which are composed of nodes running replicas. Each replica is an independent replicated state machine that executes an application's state transitions (usually initiated with HTTP requests) and persists the results. This replication provides a high level of security out-of-the-box. It is also the foundation of a number of protocols that provide threshold cryptographic operations to IC applications. Built-in authentication IC client tooling makes it easy to sign and send messages to the IC, and Internet Identity provides a novel approach to self-custody of private keys. The IC automatically authenticates messages with the public key of the signer, and provides a compact representation of that public key, called a principal, to the application. The principal can be used for authorization purposes. This removes many authentication concerns from the developer. Built-in firewall/port management The concept of ports and various other low-level network infrastructure on the IC is abstracted away from the developer. This can greatly reduce application complexity thus minimizing the chance of introducing vulnerabilities through incorrect configurations. Canisters expose endpoints through various methods, usually query or update methods. Because authentication is also built-in, much of the remaining vulnerability surface area is minimized to implementing correct authorization rules in the canister method endpoints. Built-in sandboxing Canisters have at least two layers of sandboxing to protect colocated canisters from each other. All canisters are at their core Wasm modules and thus inherit the built-in Wasm sandbox. In case there is any bug in the underlying implementation of the Wasm execution environment (or a vulnerability in the imported host functionality), there is also an OS-level sandbox. Developers need not do anything to take advantage of these sandboxes. Threshold protocols The IC provides a number of threshold protocols that allow groups of independent nodes to perform cryptographic operations. These protocols remove central points of failure while providing familiar and useful cryptographic operations to developers. Included are ECDSA , BLS , VRF-like , and in the future threshold key derivation . Verifiable source code IC applications (canisters) are compiled into Wasm and deployed to the IC as Wasm modules. The IC hashes each canister's Wasm binary and stores it for public retrieval. The Wasm binary hash can be retrieved and compared with the hash of an independently compiled Wasm binary derived from available source code. If the hashes match, then one can know with a high degree of certainty that the application is executing the Wasm binary that was compiled from that source code. For the time being, Kybra source code is not verifiable for reasons explained in the caveats section . Blockchain integration When compared with web APIs built for the same purpose, the IC provides a high degree of security when integrating with various other blockchains. It has a direct client integration with Bitcoin, allowing applications to query its state with BFT guarantees. A similar integration is coming for Ethereum. In addition to these blockchain client integrations, a threshold ECDSA protocol (tECDSA) allows the IC to create keys and sign transactions on various ECDSA chains . These chains include Bitcoin and Ethereum, and in the future the protocol may be extended to allow interaction with various EdDSA chains . These direct integrations combined with tECDSA provide a much more secure way to provide blockchain functionality to end users than creating and storing their private keys on traditional cloud infrastructure. Developer experience Built-in devops Orthogonal persistence Built-in devops The IC provides many devops benefits automatically. Though currently limited in its scalability, the protocol attempts to remove the need for developers to concern themselves with concepts such as autoscaling, load balancing, uptime, sandboxing, and firewalls/port management. Correctly constructed canisters have a simple deploy process and automatically inherit these devops capabilities up unto the current scaling limits of the IC. DFINITY engineers are constantly working to remove scalability bottlenecks. Orthogonal persistence The IC automatically persists its heap. This creates an extremely convenient way for developers to store application state, by simply writing into global variables in their programming language of choice. This is a great way to get started. If a canister upgrades its code, swapping out its Wasm binary, then the heap must be cleared. To overcome this limitation, there is a special area of memory called stable memory that persists across these canister upgrades. Special stable data structures provide a familiar API that allows writing into stable memory directly. All of this together provides the foundation for a very simple persistence experience for the developer. The persistence tools now available and coming to the IC may be simpler than their equivalents on traditional cloud infrastructure.","breadcrumbs":"Kybra (Beta) » Benefits","id":"6","title":"Benefits"},"60":{"body":"Call APIs Candid Canister APIs Canister Methods Guard Functions Management Canister Stable Memory Timers","breadcrumbs":"Reference » Reference","id":"60","title":"Reference"},"61":{"body":"accept message arg data raw arg data raw size call call raw call raw 128 call with payment call with payment 128 caller method name msg cycles accept msg cycles accept 128 msg cycles available msg cycles available 128 msg cycles refunded msg cycles refunded 128 notify notify raw notify with payment 128 performance counter reject reject code reject message reply reply raw","breadcrumbs":"Reference » Call APIs » Call APIs","id":"61","title":"Call APIs"},"62":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, void @inspect_message\ndef inspect_message_() -> void: ic.accept_message()","breadcrumbs":"Reference » Call APIs » accept message » accept message","id":"62","title":"accept message"},"63":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, query # returns the argument data as bytes.\n@query\ndef arg_data_raw(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> blob: return ic.arg_data_raw()","breadcrumbs":"Reference » Call APIs » arg data raw » arg data raw","id":"63","title":"arg data raw"},"64":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, nat32, query # returns the length of the argument data in bytes\n@query\ndef arg_data_raw_size(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> nat32: return ic.arg_data_raw_size()","breadcrumbs":"Reference » Call APIs » arg data raw size » arg data raw size","id":"64","title":"arg data raw size"},"65":{"body":"This section is a work in progress. Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types generators ledger_canister management_canister outgoing_http_requests rejections timers whoami from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}})","breadcrumbs":"Reference » Call APIs » call » call","id":"65","title":"call"},"66":{"body":"This section is a work in progress. Examples: call_raw outgoing_http_requests from kybra import ( Async, blob, CallResult, ic, match, nat64, Principal, update, Variant,\n) class ExecuteCallRawResult(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw( canister_id: Principal, method: str, candid_args: str, payment: nat64\n) -> Async[ExecuteCallRawResult]: call_result: CallResult[blob] = yield ic.call_raw( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw » call raw","id":"66","title":"call raw"},"67":{"body":"This section is a work in progress. Examples: call_raw from kybra import ( Async, blob, CallResult, ic, match, nat, Principal, update, Variant,\n) class ExecuteCallRaw128Result(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw128( canister_id: Principal, method: str, candid_args: str, payment: nat\n) -> Async[ExecuteCallRaw128Result]: call_result: CallResult[blob] = yield ic.call_raw128( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw 128 » call raw 128","id":"67","title":"call raw 128"},"68":{"body":"This section is a work in progress. Examples: bitcoin cycles ethereum_json_rpc management_canister outgoing_http_requests threshold_ecdsa from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment » call with payment","id":"68","title":"call with payment"},"69":{"body":"This section is a work in progress. Examples: cycles from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles128(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment 128 » call with payment 128","id":"69","title":"call with payment 128"},"7":{"body":"It's important to note that both Kybra and the IC are early-stage projects. The IC officially launched in May of 2021, and Kybra reached beta in December of 2022. Kybra Some of Kybra's main drawbacks can be summarized as follows: Beta Security risks High cycle usage Missing APIs Beta Kybra reached beta in December of 2022. It's an immature project that may have unforeseen bugs and other issues. We're working constantly to improve it. We hope to get to a production-ready 1.0 in 2024. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits Security risks As discussed earlier, these are some things to keep in mind: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython High cycle usage We haven't done extensive benchmarking yet, but based on some preliminary evidence Kybra is likely much more performant than Azle . We have done some preliminary benchmarking for Azle, and based on that our rough heuristic is that Azle will cost 2-4x more cycles than the equivalent project in Motoko or Rust. The performance of your application depends on many factors, and this should just be a rough estimate. There is evidence to suggest that a 7-20x improvement in performance is possible in our underlying Python interpreter . We also plan to migrate to CPython which would improve performance. Missing APIs Kybra is limited to what the IC is capable of (i.e. no sockets, no threads, etc) and does not yet have C extension support. Our goal is to support as many libraries and APIs as possible over time. IC Some of the IC's main drawbacks can be summarized as follows: Early High latencies Limited and expensive compute resources Limited scalability Lack of privacy NNS risk Early The IC launched officially in May of 2021. As a relatively new project with an extremely ambitious vision, you can expect a small community, immature tooling, and an unproven track record. Much has been delivered, but many promises are yet to be fulfilled. High latencies Any requests that change state on the IC must go through consensus, thus you can expect latencies of a few seconds for these types of requests. When canisters need to communicate with each other across subnets or under heavy load, these latencies can be even longer. Under these circumstances, in the worst case latencies will build up linearly. For example, if canister A calls canister B calls canister C, and these canisters are all on different subnets or under heavy load, then you might need to multiply the latency by the total number of calls. Limited and expensive compute resources CPU usage, data storage, and network usage may be more expensive than the equivalent usage on traditional cloud platforms. Combining these costs with the high latencies explained above, it becomes readily apparent that the IC is currently not built for high-performance computing. Limited scalability The IC might not be able to scale to the needs of your application. It is constantly seeking to improve scalability bottlenecks, but it will probably not be able to onboard millions of users to your traditional web application. Lack of privacy You should assume that all of your application data (unless it is end-to-end encrypted) is accessible to multiple third-parties with no direct relationship and limited commitment to you. Currently all canister state sits unencrypted on node operator's machines. Application-layer access controls for data are possible, but motivated node operators will have an easy time getting access to your data. NNS risk The NNS has the ability to uninstall any canister and can generally change anything about the IC. As of the time of this writing, DFINITY effectively controls much of the NNS through its follower relationships. The NNS must mature and decentralize to provide practical and realistic guarantees to canisters and their users.","breadcrumbs":"Kybra (Beta) » Drawbacks","id":"7","title":"Drawbacks"},"70":{"body":"This section is a work in progress. Examples: ic_api whoami from kybra import ic, Principal, query # returns the principal of the identity that called this function\n@query\ndef caller() -> Principal: return ic.caller()","breadcrumbs":"Reference » Call APIs » caller » caller","id":"70","title":"caller"},"71":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Call APIs » method name » method name","id":"71","title":"method name"},"72":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept » msg cycles accept","id":"72","title":"msg cycles accept"},"73":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept 128 » msg cycles accept 128","id":"73","title":"msg cycles accept 128"},"74":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available » msg cycles available","id":"74","title":"msg cycles available"},"75":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available 128 » msg cycles available 128","id":"75","title":"msg cycles available 128"},"76":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat64, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult(Variant, total=False): Ok: nat64 Err: str class Cycles(Service): @service_update def receive_cycles(self) -> nat64: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles() -> Async[SendCyclesResult]: result: CallResult[nat64] = yield cycles.receive_cycles().with_cycles(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded » msg cycles refunded","id":"76","title":"msg cycles refunded"},"77":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult128(Variant, total=False): Ok: nat Err: str class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles128() -> Async[SendCyclesResult128]: result: CallResult[nat] = yield cycles.receive_cycles128().with_cycles128(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded128()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded 128 » msg cycles refunded 128","id":"77","title":"msg cycles refunded 128"},"78":{"body":"This section is a work in progress. Examples: cross_canister_calls cycles from kybra import NotifyResult, Principal, Service, service_update, update, void class Canister2(Service): @service_update def receive_notification(self, message: str) -> void: ... canister2 = Canister2(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) @update\ndef send_notification() -> NotifyResult: return canister2.receive_notification(\"This is the notification\").notify()","breadcrumbs":"Reference » Call APIs » notify » notify","id":"78","title":"notify"},"79":{"body":"This section is a work in progress. Examples: notify_raw from kybra import ic, match, Principal, RejectionCode, update, Variant class SendNotificationResult(Variant, total=False): Ok: bool Err: RejectionCode @update\ndef send_notification() -> SendNotificationResult: result = ic.notify_raw( Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"receive_notification\", ic.candid_encode(\"()\"), 0, ) return match( result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » notify raw » notify raw","id":"79","title":"notify raw"},"8":{"body":"Dependencies Common installation issues","breadcrumbs":"Installation » Installation","id":"8","title":"Installation"},"80":{"body":"This section is a work in progress. Examples: cycles from kybra import nat, NotifyResult, Principal, Service, service_update, update class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) @update\ndef send_cycles128_notify() -> NotifyResult: return cycles.receive_cycles128().with_cycles128(1_000_000).notify()","breadcrumbs":"Reference » Call APIs » notify with payment 128 » notify with payment 128","id":"80","title":"notify with payment 128"},"81":{"body":"This section is a work in progress. Examples: ic_api from kybra import ic, nat64, query @query\ndef performance_counter() -> nat64: return ic.performance_counter(0)","breadcrumbs":"Reference » Call APIs » performance counter » performance counter","id":"81","title":"performance counter"},"82":{"body":"This section is a work in progress. Examples: ic_api manual_reply rejections from kybra import empty, ic, Manual, query @query\ndef reject(message: str) -> Manual[empty]: ic.reject(message)","breadcrumbs":"Reference » Call APIs » reject » reject","id":"82","title":"reject"},"83":{"body":"This section is a work in progress. Examples: rejections from kybra import ( Async, ic, Principal, RejectionCode, Service, service_update, update, void,\n) class Nonexistent(Service): @service_update def method(self) -> void: ... nonexistent_canister = Nonexistent(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_code_destination_invalid() -> Async[RejectionCode]: yield nonexistent_canister.method() return ic.reject_code()","breadcrumbs":"Reference » Call APIs » reject code » reject code","id":"83","title":"reject code"},"84":{"body":"This section is a work in progress. Examples: rejections from kybra import Async, ic, Principal, Service, service_update, update, void class SomeService(Service): @service_update def reject(self, message: str) -> void: ... some_service = SomeService(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_message(message: str) -> Async[str]: yield some_service.reject(message) return ic.reject_message()","breadcrumbs":"Reference » Call APIs » reject message » reject message","id":"84","title":"reject message"},"85":{"body":"This section is a work in progress. Examples: composite_queries manual_reply from kybra import blob, ic, Manual, update @update\ndef update_blob() -> Manual[blob]: ic.reply(bytes([83, 117, 114, 112, 114, 105, 115, 101, 33]))","breadcrumbs":"Reference » Call APIs » reply » reply","id":"85","title":"reply"},"86":{"body":"This section is a work in progress. Examples: manual_reply outgoing_http_requests from kybra import blob, ic, Manual, null, query, Record, Variant class RawReply(Record): int: int text: str bool: bool blob: blob variant: \"Options\" class Options(Variant, total=False): Small: null Medium: null Large: null @query\ndef reply_raw() -> Manual[RawReply]: ic.reply_raw( ic.candid_encode( '(record { \"int\" = 42; \"text\" = \"text\"; \"bool\" = true; \"blob\" = blob \"Surprise!\"; \"variant\" = variant { Medium } })' ) )","breadcrumbs":"Reference » Call APIs » reply raw » reply raw","id":"86","title":"reply raw"},"87":{"body":"blob bool empty float32 float64 func int int8 int16 int32 int64 nat nat8 nat16 nat32 nat64 null opt principal record reserved service text variant vec","breadcrumbs":"Reference » Candid » Candid","id":"87","title":"Candid"},"88":{"body":"This section is a work in progress. The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n}","breadcrumbs":"Reference » Candid » blob » blob","id":"88","title":"blob"},"89":{"body":"This section is a work in progress. The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n}","breadcrumbs":"Reference » Candid » bool » bool","id":"89","title":"bool"},"9":{"body":"Follow the instructions exactly as stated below to avoid issues. You should be using a *nix environment (Linux, Mac OS, WSL if using Windows ) with bash and have the following installed on your system: Python 3.10.7 dfx 0.22.0 Python VS Code Extension","breadcrumbs":"Installation » Dependencies","id":"9","title":"Dependencies"},"90":{"body":"This section is a work in progress. The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query def get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Reference » Candid » empty » empty","id":"90","title":"empty"},"91":{"body":"This section is a work in progress. The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n}","breadcrumbs":"Reference » Candid » float32 » float32","id":"91","title":"float32"},"92":{"body":"This section is a work in progress. The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n}","breadcrumbs":"Reference » Candid » float64 » float64","id":"92","title":"float64"},"93":{"body":"This section is a work in progress. The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n}","breadcrumbs":"Reference » Candid » func » func","id":"93","title":"func"},"94":{"body":"This section is a work in progress. The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n}","breadcrumbs":"Reference » Candid » int » int","id":"94","title":"int"},"95":{"body":"This section is a work in progress. The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n}","breadcrumbs":"Reference » Candid » int8 » int8","id":"95","title":"int8"},"96":{"body":"This section is a work in progress. The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n}","breadcrumbs":"Reference » Candid » int16 » int16","id":"96","title":"int16"},"97":{"body":"This section is a work in progress. The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n}","breadcrumbs":"Reference » Candid » int32 » int32","id":"97","title":"int32"},"98":{"body":"This section is a work in progress. The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n}","breadcrumbs":"Reference » Candid » int64 » int64","id":"98","title":"int64"},"99":{"body":"This section is a work in progress. The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n}","breadcrumbs":"Reference » Candid » nat » 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book is intended to be an in-depth guide to canister development in Python on the Internet Computer (IC). The first 19 chapters are an introductory guide into canister development with Kybra . These chapters build on each other concept by concept, introducing the fundamentals required to create and deploy canisters to the IC. Chapter 20 is an in-depth reference of the APIs available to Kybra canisters. Our intention is for new developers to use this book as a tutorial or course, starting at chapter 1 and working through chapter 19, using chapter 20 as a reference. There will also be a companion video series on YouTube. Each chapter here will begin with the video companion as soon as it is available. You should expect this book and its companion video series to continue to grow and change over time, as its authors and the IC grow and change. The Kybra Book is subject to the following license: MIT License Copyright (c) 2024 Demergent Labs LLC Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"The Kybra Book » The Kybra Book","id":"0","title":"The Kybra Book"},"1":{"body":"Kybra is a Python Canister Development Kit (CDK) for the Internet Computer (IC). In other words, it's a Python runtime for building applications ( canisters ) on the IC. GitHub repo PyPI package Discord channel","breadcrumbs":"Kybra (Beta) » Kybra (Beta)","id":"1","title":"Kybra (Beta)"},"10":{"body":"It is highly recommended to install Python 3.10.7 using pyenv . To do so, use the pyenv installer as shown below: # install pyenv\ncurl https://pyenv.run | bash # install Python 3.10.7\n~/.pyenv/bin/pyenv install 3.10.7","breadcrumbs":"Installation » Python 3.10.7","id":"10","title":"Python 3.10.7"},"100":{"body":"This section is a work in progress. The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n}","breadcrumbs":"Reference » Candid » nat8 » nat8","id":"100","title":"nat8"},"101":{"body":"This section is a work in progress. The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n}","breadcrumbs":"Reference » Candid » nat16 » nat16","id":"101","title":"nat16"},"102":{"body":"This section is a work in progress. The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n}","breadcrumbs":"Reference » Candid » nat32 » nat32","id":"102","title":"nat32"},"103":{"body":"This section is a work in progress. The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n}","breadcrumbs":"Reference » Candid » nat64 » nat64","id":"103","title":"nat64"},"104":{"body":"This section is a work in progress. The Python type None and the Kybra type null both correspond to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, query @query\ndef get_null() -> None: return None @query\ndef print_null(none: None) -> None: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n}","breadcrumbs":"Reference » Candid » null » null","id":"104","title":"null"},"105":{"body":"This section is a work in progress. The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n}","breadcrumbs":"Reference » Candid » opt » opt","id":"105","title":"opt"},"106":{"body":"This section is a work in progress. The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n}","breadcrumbs":"Reference » Candid » principal » principal","id":"106","title":"principal"},"107":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n};","breadcrumbs":"Reference » Candid » record » record","id":"107","title":"record"},"108":{"body":"This section is a work in progress. The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n}","breadcrumbs":"Reference » Candid » reserved » reserved","id":"108","title":"reserved"},"109":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) }","breadcrumbs":"Reference » Candid » service » service","id":"109","title":"service"},"11":{"body":"Run the following command to install dfx 0.23.0: DFX_VERSION=0.23.0 sh -ci \"$(curl -fsSL https://sdk.dfinity.org/install.sh)\" If after trying to run dfx commands you encounter an error such as dfx: command not found, you might need to add $HOME/bin to your path. Here's an example of doing this in your .bashrc: echo 'export PATH=\"$PATH:$HOME/bin\"' >> \"$HOME/.bashrc\"","breadcrumbs":"Installation » dfx","id":"11","title":"dfx"},"110":{"body":"This section is a work in progress. The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n}","breadcrumbs":"Reference » Candid » text » text","id":"110","title":"text"},"111":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, Variant class ReactionType(Variant, total=False): Fire: None ThumbsUp: None ThumbsDown: None Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: None Sad: None class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n};","breadcrumbs":"Reference » Candid » variant » variant","id":"111","title":"variant"},"112":{"body":"This section is a work in progress. The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n}","breadcrumbs":"Reference » Candid » vec » vec","id":"112","title":"vec"},"113":{"body":"candid decode candid encode canister balance canister balance 128 canister id data certificate print set certified data time trap","breadcrumbs":"Reference » Canister APIs » Canister APIs","id":"113","title":"Canister APIs"},"114":{"body":"This section is a work in progress. Examples: call_raw candid_encoding from kybra import blob, ic, query # decodes Candid bytes to a Candid string\n@query\ndef candid_decode(candid_encoded: blob) -> str: return ic.candid_decode(candid_encoded)","breadcrumbs":"Reference » Canister APIs » candid decode » candid decode","id":"114","title":"candid decode"},"115":{"body":"This section is a work in progress. Examples: call_raw candid_encoding manual_reply notify_raw outgoing_http_requests from kybra import blob, ic, query # encodes a Candid string to Candid bytes\n@query\ndef candid_encode(candid_string: str) -> blob: return ic.candid_encode(candid_string)","breadcrumbs":"Reference » Canister APIs » candid encode » candid encode","id":"115","title":"candid encode"},"116":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat64, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance() -> nat64: return ic.canister_balance()","breadcrumbs":"Reference » Canister APIs » canister balance » canister balance","id":"116","title":"canister balance"},"117":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance128() -> nat: return ic.canister_balance128()","breadcrumbs":"Reference » Canister APIs » canister balance 128 » canister balance 128","id":"117","title":"canister balance 128"},"118":{"body":"This section is a work in progress. Examples: ethereum_json_rpc ic_api http_counter outgoing_http_requests whoami from kybra import ic, Principal, query # returns this canister's id\n@query\ndef id() -> Principal: return ic.id()","breadcrumbs":"Reference » Canister APIs » canister id » canister id","id":"118","title":"canister id"},"119":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, Opt, query # When called from a query call, returns the data certificate authenticating certified_data set by this canister. Returns None if not called from a query call.\n@query\ndef data_certificate() -> Opt[blob]: return ic.data_certificate()","breadcrumbs":"Reference » Canister APIs » data certificate » data certificate","id":"119","title":"data certificate"},"12":{"body":"It is highly recommended to use VS Code and to install the Microsoft Python extension to get full type checking support from within the editor: Extension VS Code -> Preferences -> Extensions -> Search for Python by Microsoft and install it Set python.analysis.typeCheckingMode Set the setting python.analysis.typeCheckingMode to strict: VS Code -> Preferences -> Settings -> Search for python.analysis.typeCheckingMode and set it to strict","breadcrumbs":"Installation » Python VS Code Extension","id":"12","title":"Python VS Code Extension"},"120":{"body":"This section is a work in progress. Examples: ic_api null_example You should always use ic.print instead of print. from kybra import ic, query # prints a message through the local replica's output\n@query\ndef print(message: str) -> bool: ic.print(message) return True","breadcrumbs":"Reference » Canister APIs » print » print","id":"120","title":"print"},"121":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, update, void # sets up to 32 bytes of certified data\n@update\ndef set_certified_data(data: blob) -> void: ic.set_certified_data(data)","breadcrumbs":"Reference » Canister APIs » set certified data » set certified data","id":"121","title":"set certified data"},"122":{"body":"This section is a work in progress. Examples: audio_recorder ic_api from kybra import ic, nat64, query # returns the current timestamp\n@query\ndef time() -> nat64: return ic.time()","breadcrumbs":"Reference » Canister APIs » time » time","id":"122","title":"time"},"123":{"body":"This section is a work in progress. Examples: cross_canister_calls ethereum_json_rpc http_counter ic_api outgoing_http_requests from kybra import ic, query # traps with a message, stopping execution and discarding all state within the call\n@query\ndef trap(message: str) -> bool: ic.trap(message) return True","breadcrumbs":"Reference » Canister APIs » trap » trap","id":"123","title":"trap"},"124":{"body":"heartbeat http_request http_request_update init inspect message post upgrade pre upgrade query update","breadcrumbs":"Reference » Canister Methods » Canister Methods","id":"124","title":"Canister Methods"},"125":{"body":"This section is a work in progress. Examples: heartbeat from kybra import heartbeat, ic, void @heartbeat\ndef heartbeat_() -> void: ic.print(\"this runs ~1 time per second\")","breadcrumbs":"Reference » Canister Methods » heartbeat » heartbeat","id":"125","title":"heartbeat"},"126":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request » http_request","id":"126","title":"http_request"},"127":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request_update(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request_update » http_request_update","id":"127","title":"http_request_update"},"128":{"body":"This section is a work in progress. Examples: ethereum_json_rpc func_types init persistent-storage pre_and_post_upgrade whoami from kybra import ic, init, void @init\ndef init_() -> void: ic.print(\"This runs once when the canister is first initialized\")","breadcrumbs":"Reference » Canister Methods » init » init","id":"128","title":"init"},"129":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Canister Methods » inspect message » inspect message","id":"129","title":"inspect message"},"13":{"body":"","breadcrumbs":"Installation » Common installation issues","id":"13","title":"Common installation issues"},"130":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade whoami from kybra import ic, post_upgrade, void @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"This runs after every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » post upgrade » post upgrade","id":"130","title":"post upgrade"},"131":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade from kybra import ic, pre_upgrade, void @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"This runs before every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » pre upgrade » pre upgrade","id":"131","title":"pre upgrade"},"132":{"body":"This section is a work in progress. from kybra import query @query\ndef simple_query() -> str: return \"This is a query method\"","breadcrumbs":"Reference » Canister Methods » query » query","id":"132","title":"query"},"133":{"body":"This section is a work in progress. from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message","breadcrumbs":"Reference » Canister Methods » update » update","id":"133","title":"update"},"134":{"body":"Guard functions allow you to protect your query and update methods. Guard functions return a GuardResult that looks like this: class GuardResult(Variant, total=False): Ok: null Err: str Returning Ok will allow the protected method to proceed with execution. Returning Err will reject the canister method call. Here's a contrived example where the world is protected only 50% of the time: import random from kybra import GuardResult, update def protect_the_world() -> GuardResult: if random.random() > 0.5: return {\"Ok\": None} else: return {\"Err\": \"The world must be protected\"} @update(guard=protect_the_world)\ndef hello_world() -> str: return \"Hello world!\"","breadcrumbs":"Reference » Guard Functions » Guard Functions","id":"134","title":"Guard Functions"},"135":{"body":"bitcoin_get_balance bitcoin_get_current_fee_percentiles bitcoin_get_utxos bitcoin_send_transaction canister_status create_canister delete_canister deposit_cycles ecdsa_public_key http_request install_code provisional_create_canister_with_cycles provisional_top_up_canister raw_rand sign_with_ecdsa start_canister stop_canister uninstall_code update_settings","breadcrumbs":"Reference » Management Canister » Management Canister","id":"135","title":"Management Canister"},"136":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister, Satoshi BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetBalanceResult(Variant, total=False): Ok: Satoshi Err: str @update\ndef get_balance(address: str) -> Async[ExecuteGetBalanceResult]: call_result: CallResult[Satoshi] = yield management_canister.bitcoin_get_balance( {\"address\": address, \"min_confirmations\": None, \"network\": {\"Regtest\": None}} ).with_cycles(BITCOIN_API_CYCLE_COST) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_balance » bitcoin_get_balance","id":"136","title":"bitcoin_get_balance"},"137":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant, Vec\nfrom kybra.canisters.management import management_canister, MillisatoshiPerByte BITCOIN_API_CYCLE_COST = 100_000_000 class GetCurrentFeePercentilesResult(Variant, total=False): Ok: Vec[MillisatoshiPerByte] Err: str @update\ndef get_current_fee_percentiles() -> Async[GetCurrentFeePercentilesResult]: call_result: CallResult[ Vec[MillisatoshiPerByte] ] = yield management_canister.bitcoin_get_current_fee_percentiles( {\"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_current_fee_percentiles » bitcoin_get_current_fee_percentiles","id":"137","title":"bitcoin_get_current_fee_percentiles"},"138":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import GetUtxosResult, management_canister BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetUtxosResult(Variant, total=False): Ok: GetUtxosResult Err: str @update\ndef get_utxos(address: str) -> Async[ExecuteGetUtxosResult]: call_result: CallResult[ GetUtxosResult ] = yield management_canister.bitcoin_get_utxos( {\"address\": address, \"filter\": None, \"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_utxos » bitcoin_get_utxos","id":"138","title":"bitcoin_get_utxos"},"139":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, blob, CallResult, match, null, update, Variant, void\nfrom kybra.canisters.management import management_canister BITCOIN_BASE_TRANSACTION_COST = 5_000_000_000\nBITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE = 20_000_000 class SendTransactionResult(Variant, total=False): Ok: null Err: str @update\ndef send_transaction(transaction: blob) -> Async[SendTransactionResult]: transaction_fee = ( BITCOIN_BASE_TRANSACTION_COST + len(transaction) * BITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE ) call_result: CallResult[void] = yield management_canister.bitcoin_send_transaction( {\"transaction\": transaction, \"network\": {\"Regtest\": None}} ).with_cycles(transaction_fee) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_send_transaction » bitcoin_send_transaction","id":"139","title":"bitcoin_send_transaction"},"14":{"body":"Error: linker cc not found Resolution: sudo apt install build-essential Error: is cmake not installed? Resolution: sudo apt install cmake Error: ERROR: The Python ssl extension was not compiled. Missing the OpenSSL lib Resolution: You may have the right version of open ssl but you might be missing libssl-dev sudo apt-get install libssl-dev","breadcrumbs":"Installation » Ubuntu","id":"14","title":"Ubuntu"},"140":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CanisterStatusArgs, CanisterStatusResult, management_canister,\n) class GetCanisterStatusResult(Variant, total=False): Ok: CanisterStatusResult Err: str @update\ndef get_canister_status(args: CanisterStatusArgs) -> Async[GetCanisterStatusResult]: canister_status_result_call_result: CallResult[ CanisterStatusResult ] = yield management_canister.canister_status({\"canister_id\": args[\"canister_id\"]}) return match( canister_status_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » canister_status » canister_status","id":"140","title":"canister_status"},"141":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import CreateCanisterResult, management_canister class ExecuteCreateCanisterResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef execute_create_canister() -> Async[ExecuteCreateCanisterResult]: create_canister_result_call_result: CallResult[ CreateCanisterResult ] = yield management_canister.create_canister({\"settings\": None}).with_cycles( 50_000_000_000_000 ) return match( create_canister_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » create_canister » create_canister","id":"141","title":"create_canister"},"142":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_delete_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.delete_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » delete_canister » delete_canister","id":"142","title":"delete_canister"},"143":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_deposit_cycles(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.deposit_cycles( {\"canister_id\": canister_id} ).with_cycles(1_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » deposit_cycles » deposit_cycles","id":"143","title":"deposit_cycles"},"144":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import management_canister, EcdsaPublicKeyResult class PublicKey(Record): public_key: blob class PublicKeyResult(Variant, total=False): Ok: PublicKey Err: str @update\ndef public_key() -> Async[PublicKeyResult]: caller = ic.caller().bytes call_result: CallResult[ EcdsaPublicKeyResult ] = yield management_canister.ecdsa_public_key( { \"canister_id\": None, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » ecdsa_public_key » ecdsa_public_key","id":"144","title":"ecdsa_public_key"},"145":{"body":"This section is a work in progress. Examples: ethereum_json_rpc outgoing_http_requests from kybra import Async, CallResult, match, ic, query, update\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) @update\ndef xkcd() -> Async[HttpResponse]: max_response_bytes = 1_000 # TODO this is just a heuristic for cost, might change when the feature is officially released: https://forum.dfinity.org/t/enable-canisters-to-make-http-s-requests/9670/130 cycle_cost_base = 400_000_000 cycle_cost_per_byte = 300_000 # TODO not sure on this exact cost cycle_cost_total = cycle_cost_base + cycle_cost_per_byte * max_response_bytes http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": \"https://xkcd.com/642/info.0.json\", \"max_response_bytes\": max_response_bytes, \"method\": {\"get\": None}, \"headers\": [], \"body\": None, \"transform\": {\"function\": (ic.id(), \"xkcd_transform\"), \"context\": bytes()}, } ).with_cycles(cycle_cost_total) return match(http_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: ic.trap(err)}) @query\ndef xkcd_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"Reference » Management Canister » http_request » http_request","id":"145","title":"http_request"},"146":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, blob, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » install_code » install_code","id":"146","title":"install_code"},"147":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CreateCanisterResult, management_canister, ProvisionalCreateCanisterWithCyclesResult,\n) class ExecuteProvisionalCreateCanisterWithCyclesResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef provisional_create_canister_with_cycles() -> ( Async[ExecuteProvisionalCreateCanisterWithCyclesResult]\n): call_result: CallResult[ ProvisionalCreateCanisterWithCyclesResult ] = yield management_canister.provisional_create_canister_with_cycles( {\"amount\": None, \"settings\": None} ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_create_canister_with_cycles » provisional_create_canister_with_cycles","id":"147","title":"provisional_create_canister_with_cycles"},"148":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, nat, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef provisional_top_up_canister( canister_id: Principal, amount: nat\n) -> Async[DefaultResult]: call_result: CallResult[ void ] = yield management_canister.provisional_top_up_canister( {\"canister_id\": canister_id, \"amount\": amount} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_top_up_canister » provisional_top_up_canister","id":"148","title":"provisional_top_up_canister"},"149":{"body":"This section is a work in progress. Examples: generators heartbeat management_canister timers from kybra import Async, blob, CallResult, match, update\nfrom kybra.canisters.management import management_canister @update\ndef get_randomness_directly() -> Async[blob]: randomness_result: CallResult[blob] = yield management_canister.raw_rand() return match(randomness_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: err})","breadcrumbs":"Reference » Management Canister » raw_rand » raw_rand","id":"149","title":"raw_rand"},"15":{"body":"The project directory and file structure main.py dfx.json Local deployment Interacting with your canister from the command line Interacting with your canister from the web UI Let's build your first application (canister) with Kybra! Before embarking please ensure you've followed all of the installation instructions . We'll build a simple Hello World canister that shows the basics of importing Kybra, exposing a query method, exposing an update method, and storing some state in a global variable. We'll then interact with it from the command line and from our web browser.","breadcrumbs":"Hello World » Hello World","id":"15","title":"Hello World"},"150":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import ( management_canister, SignWithEcdsaResult,\n) class Signature(Record): signature: blob class SignResult(Variant, total=False): Ok: Signature Err: str @update\ndef sign(message_hash: blob) -> Async[SignResult]: if len(message_hash) != 32: ic.trap(\"message_hash must be 32 bytes\") caller = ic.caller().bytes call_result: CallResult[ SignWithEcdsaResult ] = yield management_canister.sign_with_ecdsa( { \"message_hash\": message_hash, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ).with_cycles( 10_000_000_000 ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » sign_with_ecdsa » sign_with_ecdsa","id":"150","title":"sign_with_ecdsa"},"151":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_start_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.start_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » start_canister » start_canister","id":"151","title":"start_canister"},"152":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_stop_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.stop_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » stop_canister » stop_canister","id":"152","title":"stop_canister"},"153":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_uninstall_code(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.uninstall_code( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » uninstall_code » uninstall_code","id":"153","title":"uninstall_code"},"154":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_update_settings(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.update_settings( { \"canister_id\": canister_id, \"settings\": { \"controllers\": None, \"compute_allocation\": 1, \"memory_allocation\": 3_000_000, \"freezing_threshold\": 2_000_000, }, } ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » update_settings » update_settings","id":"154","title":"update_settings"},"155":{"body":"stable structures stable bytes stable grow stable read stable size stable write stable64 grow stable64 read stable64 size stable64 write","breadcrumbs":"Reference » Stable Memory » Stable Memory","id":"155","title":"Stable Memory"},"156":{"body":"This section is a work in progress. Examples: audio_recorder ethereum_json_rpc func_types http_counter persistent-storage pre_and_post_upgrade stable_structures from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values()","breadcrumbs":"Reference » Stable Memory » stable structures » stable structures","id":"156","title":"stable structures"},"157":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, query @query\ndef stable_bytes() -> blob: return ic.stable_bytes()","breadcrumbs":"Reference » Stable Memory » stable bytes » stable bytes","id":"157","title":"stable bytes"},"158":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, StableGrowResult, update @update\ndef stable_grow(new_pages: nat32) -> StableGrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable grow » stable grow","id":"158","title":"stable grow"},"159":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, query @query\ndef stable_read(offset: nat32, length: nat32) -> blob: return ic.stable_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable read » stable read","id":"159","title":"stable read"},"16":{"body":"Assuming you're starting completely from scratch, run these commands to setup your project's directory and file structure: mkdir kybra_hello_world\ncd kybra_hello_world mkdir src touch src/main.py\ntouch dfx.json Now create and source a virtual environment: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate Now install Kybra and the Kybra dfx extension: pip install kybra\npython -m kybra install-dfx-extension Open up kybra_hello_world in your text editor (we recommend VS Code with the Microsoft Python extension ).","breadcrumbs":"Hello World » The project directory and file structure","id":"16","title":"The project directory and file structure"},"160":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, query @query\ndef stable_size() -> nat32: return ic.stable_size()","breadcrumbs":"Reference » Stable Memory » stable size » stable size","id":"160","title":"stable size"},"161":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, update, void @update\ndef stable_write(offset: nat32, buf: blob) -> void: ic.stable_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable write » stable write","id":"161","title":"stable write"},"162":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, Stable64GrowResult, update @update\ndef stable_grow(new_pages: nat64) -> Stable64GrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable64 grow » stable64 grow","id":"162","title":"stable64 grow"},"163":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, query @query\ndef stable64_read(offset: nat64, length: nat64) -> blob: return ic.stable64_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable64 read » stable64 read","id":"163","title":"stable64 read"},"164":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, query @query\ndef stable64_size() -> nat64: return ic.stable64_size()","breadcrumbs":"Reference » Stable Memory » stable64 size » stable64 size","id":"164","title":"stable64 size"},"165":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, update, void @update\ndef stable64_write(offset: nat64, buf: blob) -> void: ic.stable64_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable64 write » stable64 write","id":"165","title":"stable64 write"},"166":{"body":"clear timer set timer set timer interval","breadcrumbs":"Reference » Timers » Timers","id":"166","title":"Timers"},"167":{"body":"This section is a work in progress. Examples: timers from kybra import ic, TimerId, update, void @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\")","breadcrumbs":"Reference » Timers » clear timer » clear timer","id":"167","title":"clear timer"},"168":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) @update\ndef set_timer(delay: Duration) -> TimerId: return ic.set_timer(delay, timer_callback) def timer_callback(): ic.print(\"timer_callback\")","breadcrumbs":"Reference » Timers » set timer » set timer","id":"168","title":"set timer"},"169":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) counter = 0 @update\ndef set_timer_interval(interval: Duration) -> TimerId: return ic.set_timer_interval(interval, timer_callback) def timer_callback(): global counter counter += 1 ic.print(f\"timer_callback: {counter}\")","breadcrumbs":"Reference » Timers » set timer interval » set timer interval","id":"169","title":"set timer interval"},"17":{"body":"Here's the main code of the project, which you should put in the kybra_hello_world/src/main.py file of your canister: from kybra import query, update, void # This is a global variable that is stored on the heap\nmessage: str = '' # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted Let's discuss each section of the code. from kybra import query, update, void The code starts off by importing the query and update decorators from kybra, along with the void type. The kybra module provides most of the Internet Computer (IC) APIs for your canister. # This is a global variable that is stored on the heap\nmessage: str = '' We have created a global variable to store the state of our application. This variable is in scope to all of the functions defined in this module. We have annotated it with a type and set it equal to an empty string. # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message We are exposing a canister query method here. When query methods are called they execute quickly because they do not have to go through consensus. This method simply returns our global message variable. # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted We are exposing an update method here. When update methods are called they take a few seconds to complete. This is because they persist changes and go through consensus. A majority of nodes in a subnet must agree on all state changes introduced in calls to update methods. This method accepts a string from the caller and will store it in our global message variable. That's it! We've created a very simple getter/setter Hello World application. But no Hello World project is complete without actually yelling Hello world! To do that, we'll need to setup the rest of our project.","breadcrumbs":"Hello World » main.py","id":"17","title":"main.py"},"18":{"body":"Create the following in kybra_hello_world/dfx.json: { \"canisters\": { \"kybra_hello_world\": { \"type\": \"kybra\", \"main\": \"src/main.py\" } }\n}","breadcrumbs":"Hello World » dfx.json","id":"18","title":"dfx.json"},"19":{"body":"Let's deploy to our local replica. First startup the replica: dfx start --background If you want an extra speedy deploy: dfx start --background --artificial-delay 0 Then deploy the canister: dfx deploy If you have problems deploying see Common deployment issues .","breadcrumbs":"Hello World » Local deployment","id":"19","title":"Local deployment"},"2":{"body":"Kybra may have unknown security vulnerabilities due to the following: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython","breadcrumbs":"Kybra (Beta) » Disclaimer","id":"2","title":"Disclaimer"},"20":{"body":"Once we've deployed we can ask for our message: dfx canister call kybra_hello_world get_message We should see (\"\") representing an empty message. Now let's yell Hello World!: dfx canister call kybra_hello_world set_message '(\"Hello World!\")' Retrieve the message: dfx canister call kybra_hello_world get_message We should see (\"Hello World!\").","breadcrumbs":"Hello World » Interacting with your canister from the command line","id":"20","title":"Interacting with your canister from the command line"},"21":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: kybra_hello_world: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai or the equivalent URL from your terminal to access the web UI and interact with your canister.","breadcrumbs":"Hello World » Interacting with your canister from the web UI","id":"21","title":"Interacting with your canister from the web UI"},"22":{"body":"Starting the local replica Deploying to the local replica Interacting with your canister Deploying to mainnet Common deployment issues There are two main Internet Computer (IC) environments that you will generally interact with: the local replica and mainnet. When developing on your local machine, our recommended flow is to start up a local replica in your project's root directoy and then deploy to it for local testing.","breadcrumbs":"Deployment » Deployment","id":"22","title":"Deployment"},"23":{"body":"Open a terminal and navigate to your project's root directory: dfx start Alternatively you can start the local replica as a background process: dfx start --background If you want extra speedy deploys: dfx start --artificial-delay 0 or dfx start --background --artificial-delay 0 If you want to stop a local replica running in the background: dfx stop If you ever see this error after dfx stop: Error: Failed to kill all processes. Remaining: 627221 626923 627260 Then try this: sudo kill -9 627221\nsudo kill -9 626923\nsudo kill -9 627260 If your replica starts behaving strangely, we recommend starting the replica clean, which will clean the dfx state of your project: dfx start --clean","breadcrumbs":"Deployment » Starting the local replica","id":"23","title":"Starting the local replica"},"24":{"body":"To deploy all canisters defined in your dfx.json: dfx deploy To deploy an individual canister: dfx deploy canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to the local replica","id":"24","title":"Deploying to the local replica"},"25":{"body":"As a developer you can generally interact with your canister in three ways: dfx command line dfx web UI @dfinity/agent","breadcrumbs":"Deployment » Interacting with your canister","id":"25","title":"Interacting with your canister"},"26":{"body":"You can see a more complete reference here . The commands you are likely to use most frequently are: # assume a canister named my_canister # builds and deploys all canisters specified in dfx.json\ndfx deploy # builds all canisters specified in dfx.json\ndfx build # builds and deploys my_canister\ndfx deploy my_canister # builds my_canister\ndfx build my_canister # removes the Wasm binary and state of my_canister\ndfx uninstall-code my_canister # calls the method_name method on my_canister with a string argument\ndfx canister call my_canister method_name '(\"This is a Candid string argument\")'","breadcrumbs":"Deployment » dfx command line","id":"26","title":"dfx command line"},"27":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: my_canister: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai to access the web UI.","breadcrumbs":"Deployment » dfx web UI","id":"27","title":"dfx web UI"},"28":{"body":"@dfinity/agent is the TypeScript/JavaScript client library for interacting with canisters on the IC. If you are building a client web application, this is probably what you'll want to use. There are other agents for other languages as well: Java Python Rust","breadcrumbs":"Deployment » @dfinity/agent","id":"28","title":"@dfinity/agent"},"29":{"body":"Assuming you are setup with cycles , then you are ready to deploy to mainnet. To deploy all canisters defined in your dfx.json: dfx deploy --network ic To deploy an individual canister: dfx deploy --network ic canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to mainnet","id":"29","title":"Deploying to mainnet"},"3":{"body":"We hope to get to a production-ready 1.0 in 2025. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits","breadcrumbs":"Kybra (Beta) » Roadmap","id":"3","title":"Roadmap"},"30":{"body":"If you run into an error during deployment, try the following: Ensure that you have followed the instructions correctly in the installation chapter , especially noting the common installation issues Ensure that you have created and activated your virtual environment, and that you have done the following from within that virtual environment: installed Kybra, installed the Kybra dfx extension, and run dfx deploy: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate\npip install kybra\npython -m kybra install-dfx-extension\ndfx deploy Look for more error output by adding the KYBRA_VERBOSE=true environment variable to dfx deploy like so: KYBRA_VERBOSE=true dfx deploy Look for errors in each of the files in ~/.config/kybra/[kybra_version]/logs If the problem is still not resolved, reach out with any error outputs in the Discord channel","breadcrumbs":"Deployment » Common deployment issues","id":"30","title":"Common deployment issues"},"31":{"body":"Kybra has many example projects showing nearly all Kybra APIs. They can be found in the examples directory of the Kybra GitHub repository . We'll highlight a few of them here: Query Update Primitive Types Stable Structures Cycles Cross Canister Calls Management Canister Outgoing HTTP Requests Incoming HTTP Requests Pre and Post Upgrade Timers","breadcrumbs":"Examples » Examples","id":"31","title":"Examples"},"32":{"body":"The Internet Computer (IC) is a decentralized cloud platform. Actually, it is better thought of as a progressively decentralizing cloud platform. Its full vision is yet to be fulfilled. It aims to be owned and operated by many independent entities in many geographies and legal jurisdictions throughout the world. This is in opposition to most traditional cloud platforms today, which are generally owned and operated by one overarching legal entity. The IC is composed of computer hardware nodes running the IC protocol software. Each running IC protocol software process is known as a replica. Nodes are assigned into groups known as subnets. Each subnet attempts to maximize its decentralization of nodes according to factors such as data center location and node operator independence. The subnets vary in size. Generally speaking the larger the size of the subnet the more secure it will be. Subnets currently range in size from 13 to 40 nodes, with most subnets having 13 nodes. IC applications, known as canisters, are deployed to specific subnets. They are then accessible through Internet Protocol requests such as HTTP. Each subnet replicates all canisters across all of its replicas. A consensus protocol is run by the replicas to ensure Byzantine Fault Tolerance . View the IC Dashboard to explore all data centers, subnets, node operators, and many other aspects of the IC.","breadcrumbs":"Internet Computer Overview » Internet Computer Overview","id":"32","title":"Internet Computer Overview"},"33":{"body":"Canisters are Internet Computer (IC) applications. They are the encapsulation of your code and state, and are essentially Wasm modules. State can be stored on the 4 GiB heap or in a larger 96 GiB location called stable memory. You can store state on the heap using your language's native global variables. You can store state in stable memory using low-level APIs or special stable data structures that behave similarly to native language data structures. State changes must go through a process called consensus. The consensus process ensures that state changes are Byzantine Fault Tolerant . This process takes a few seconds to complete. Operations on canister state are exposed to users through canister methods. These methods can be invoked through HTTP requests. Query methods allow state to be read and are low-latency. Update methods allow state to be changed and are higher-latency. Update methods take a few seconds to complete because of the consensus process.","breadcrumbs":"Canisters Overview » Canisters Overview","id":"33","title":"Canisters Overview"},"34":{"body":"","breadcrumbs":"Query Methods » Query Methods","id":"34","title":"Query Methods"},"35":{"body":"Decorate functions with @query Read-only Executed on a single node No consensus Latency on the order of ~100 milliseconds 5 billion Wasm instruction limit 4 GiB heap limit ~32k queries per second per canister The most basic way to expose your canister's functionality publicly is through a query method. Here's an example of a simple query method: from kybra import query @query\ndef get_string() -> str: return \"This is a query method!\" get_string can be called from the outside world through the IC's HTTP API. You'll usually invoke this API from the dfx command line, dfx web UI, or an agent . From the dfx command line you can call it like this: dfx canister call my_canister get_string Query methods are read-only. They do not persist any state changes. Take a look at the following example: from kybra import query, void db = {} @query\ndef set(key: str, value: str) -> void: db[key] = value Calling set will perform the operation of setting the key item on the db dictionary to value, but after the call finishes that change will be discarded. This is because query methods are executed on a single node machine and do not go through consensus . This results in lower latencies, perhaps on the order of 100 milliseconds. There is a limit to how much computation can be done in a single call to a query method. The current query call limit is 5 billion Wasm instructions . Here's an example of a query method that runs the risk of reaching the limit: from kybra import nat32, query @query\ndef pyramid(levels: nat32) -> str: levels_array = [0 for _ in range(levels)] asterisk_array = [ [\"*\" for _ in range(i + 1)] + [\"\\n\"] for i in range(len(levels_array)) ] flattened_array = [element for subarray in asterisk_array for element in subarray] return \"\".join(flattened_array) From the dfx command line you can call pyramid like this: dfx canister call my_canister pyramid '(600)' With an argument of 600, pyramid will fail with an error ...exceeded the instruction limit for single message execution. Keep in mind that each query method invocation has up to 4 GiB of heap available. In terms of query scalability, an individual canister likely has an upper bound of ~36k queries per second .","breadcrumbs":"Query Methods » TLDR","id":"35","title":"TLDR"},"36":{"body":"","breadcrumbs":"Update Methods » Update Methods","id":"36","title":"Update Methods"},"37":{"body":"Annotate functions with @update Read-write Executed on many nodes Consensus Latency ~2-5 seconds 20 billion Wasm instruction limit 4 GiB heap limit 96 GiB stable memory limit ~900 updates per second per canister Update methods are similar to query methods, but state changes can be persisted. Here's an example of a simple update method: from kybra import nat64, update counter = 0 @update\ndef increment() -> nat64: global counter counter += 1 return counter Calling increment will increase the value of counter by 1 and then return its current value. Because counter is a global variable, the change will be persisted to the heap, and subsequent query and update calls will have access to the new counter value. Because the Internet Computer (IC) persists changes with certain fault tolerance guarantees, update calls are executed on many nodes and go through consensus . This leads to latencies of ~2-5 seconds per update call. Due to the latency and other expenses involved with update methods, it is best to use them only when necessary. Look at the following example: from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message You'll notice that we use an update method, set_message, only to perform the change to the global message variable. We use get_message, a query method, to read the message. Keep in mind that the heap is limited to 4 GiB, and thus there is an upper bound to global variable storage capacity. You can imagine how a simple database like the following would eventually run out of memory with too many entries: from kybra import Opt, query, update, void db: dict[str, str] = {} @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db[key] = value If you need more than 4 GiB of storage, consider taking advantage of the 96 GiB of stable memory. Stable structures like StableBTreeMap give you a nice API for interacting with stable memory. These data structures will be covered in more detail later . Here's a simple example: from kybra import Opt, query, StableBTreeMap, update, void db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) So far we have only seen how state changes can be persisted. State changes can also be discarded by implicit or explicit traps. A trap is an immediate stop to execution with the ability to provide a message to the execution environment. Traps can be useful for ensuring that multiple operations are either all completed or all disregarded, or in other words atomic. Keep in mind that these guarantees do not hold once cross-canister calls are introduced, but that's a more advanced topic covered later . Here's an example of how to trap and ensure atomic changes to your database: from kybra import ic, Opt, query, Record, StableBTreeMap, update, Vec, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(entries: Vec[Entry]) -> void: for entry in entries: if entry[\"key\"] == \"trap\": ic.trap(\"explicit trap\") db.insert(entry[\"key\"], entry[\"value\"]) In addition to ic.trap, an explicit Python raise or any unhandled exception will also trap. There is a limit to how much computation can be done in a single call to an update method. The current update call limit is 20 billion Wasm instructions . If we modify our database example, we can introduce an update method that runs the risk of reaching the limit: from kybra import nat64, Opt, query, Record, StableBTreeMap, update, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=1_000, max_value_size=1_000) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(num_entries: nat64) -> void: for i in range(num_entries): db.insert(str(i), str(i)) From the dfx command line you can call set_many like this: dfx canister call my_canister set_many '(100_000)' With an argument of 100_000, set_many will fail with an error ...exceeded the instruction limit for single message execution. In terms of update scalability, an individual canister likely has an upper bound of ~900 updates per second .","breadcrumbs":"Update Methods » TLDR","id":"37","title":"TLDR"},"38":{"body":"text blob nat nat64 nat32 nat16 nat8 int int64 int32 int16 int8 float64 float32 bool null vec opt record variant func service principal reserved empty Candid is an interface description language created by DFINITY . It can be used to define interfaces between services (canisters), allowing canisters and clients written in various languages to easily interact with each other. Kybra allows you to express Candid types through a combination of native and Kybra-provided Python types. These types will be necessary in various places as you define your canister. For example, Candid types must be used when defining the parameters and return types of your query and update methods. It's important to note that the Candid types are represented at runtime using specific Python data structures that may differ in behavior from the description of the actual Candid type. For example, a float32 Candid type is a Python float , a nat64 is a Python int , and an int is also a Python int . Keep this in mind as it may result in unexpected behavior. Each Candid type and its equivalent Python runtime value is explained in more detail in this chapter. A reference of all Candid types available on the Internet Computer (IC) can be found here . The following is a simple example showing how to import and use most of the Candid types available in Kybra: from kybra import ( blob, float64, float32, Func, int8, int16, int32, int64, nat, nat8, nat16, nat32, nat64, null, Opt, Principal, query, Query, Record, Service, service_query, service_update, Variant, Vec,\n) class Candid(Record): text: str blob: blob nat: nat nat64: nat64 nat32: nat32 nat16: nat16 nat8: nat8 int: int int64: int64 int32: int32 int16: int16 int8: int8 float64: float64 float32: float32 bool: bool null: null vec: Vec[str] opt: Opt[\"nat\"] record: \"CandidRecord\" variant: \"CandidVariant\" func: \"CandidFunc\" service: \"MyService\" principal: Principal class CandidRecord(Record): first_name: str last_name: str age: nat8 class CandidVariant(Variant, total=False): Tag1: null Tag2: null Tag3: int class MyService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... CandidFunc = Func(Query[[], Candid]) @query\ndef candid_types() -> Candid: return { \"text\": \"text\", \"blob\": bytes(), \"nat\": 340_282_366_920_938_463_463_374_607_431_768_211_455, \"nat64\": 18_446_744_073_709_551_615, \"nat32\": 4_294_967_295, \"nat16\": 65_535, \"nat8\": 255, \"int\": 170_141_183_460_469_231_731_687_303_715_884_105_727, \"int64\": 9_223_372_036_854_775_807, \"int32\": 2_147_483_647, \"int16\": 32_767, \"int8\": 127, \"float64\": 0.0, \"float32\": 0.0, \"bool\": True, \"null\": None, \"vec\": [\"has one element\"], \"opt\": None, \"record\": {\"first_name\": \"John\", \"last_name\": \"Doe\", \"age\": 35}, \"variant\": {\"Tag1\": None}, \"func\": (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"candid_types\"), \"service\": MyService(Principal.from_str(\"aaaaa-aa\")), \"principal\": Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), } Calling candid_types with dfx will return: ( record { \"int\" = 170_141_183_460_469_231_731_687_303_715_884_105_727 : int; \"nat\" = 340_282_366_920_938_463_463_374_607_431_768_211_455 : nat; \"opt\" = null; \"vec\" = vec { \"has one element\" }; \"service\" = service \"aaaaa-aa\"; \"principal\" = principal \"ryjl3-tyaaa-aaaaa-aaaba-cai\"; \"blob\" = vec {}; \"bool\" = true; \"func\" = func \"rrkah-fqaaa-aaaaa-aaaaq-cai\".candid_types; \"int8\" = 127 : int8; \"nat8\" = 255 : nat8; \"null\" = null : null; \"text\" = \"text\"; \"nat16\" = 65_535 : nat16; \"nat32\" = 4_294_967_295 : nat32; \"nat64\" = 18_446_744_073_709_551_615 : nat64; \"int16\" = 32_767 : int16; \"int32\" = 2_147_483_647 : int32; \"int64\" = 9_223_372_036_854_775_807 : int64; \"variant\" = variant { Tag1 }; \"float32\" = 0 : float32; \"float64\" = 0 : float64; \"record\" = record { age = 35 : nat8; first_name = \"John\"; last_name = \"Doe\"; }; },\n) text The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n} blob The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n} nat The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n} nat64 The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n} nat32 The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n} nat16 The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n} nat8 The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n} int The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n} int64 The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n} int32 The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n} int16 The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n} int8 The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n} float64 The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n} float32 The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n} bool The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n} null The Kybra type null corresponds to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, null, query @query\ndef get_null() -> null: return None @query\ndef print_null(none: null) -> null: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n} vec The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n} Opt The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n} record Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n}; variant Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, null, Variant class ReactionType(Variant, total=False): Fire: null ThumbsUp: null ThumbsDown: null Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: null Sad: null class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n}; func The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n} service Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) } principal The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n} reserved The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n} empty The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query @query\ndef get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Candid » Candid","id":"38","title":"Candid"},"39":{"body":"","breadcrumbs":"Stable Structures » Stable Structures","id":"39","title":"Stable Structures"},"4":{"body":"Kybra is currently developed by Demergent Labs , a for-profit company with a grant from DFINITY . Demergent Labs' vision is to accelerate the adoption of Web3, the Internet Computer, and sustainable open source.","breadcrumbs":"Kybra (Beta) » Demergent Labs","id":"4","title":"Demergent Labs"},"40":{"body":"96 GiB of stable memory Persistent across upgrades Familiar API Must specify memory id Must specify maximum key size Must specify maximum value size No migrations per memory id Stable structures are data structures with familiar APIs that allow access to stable memory. Stable memory is a separate memory location from the heap that currently allows up to 96 GiB of storage. Stable memory persists automatically across upgrades. Persistence on the Internet Computer (IC) is very important to understand. When a canister is upgraded (its code is changed after being initially deployed) its heap is wiped. This includes all global variables. On the other hand, anything stored in stable memory will be preserved. Writing and reading to and from stable memory can be done with a low-level API , but it is generally easier and preferable to use stable structures. Kybra currently provides one stable structure called StableBTreeMap. It's similar to a Python dictionary or a map that you'd find in most languages, and has most of the common operations you'd expect such as reading, inserting, and removing values. Here's how to define a simple StableBTreeMap. Each StableBTreeMap must be defined in the global scope (not within any functions or objects etc): from kybra import nat8, StableBTreeMap map = StableBTreeMap[nat8, str](memory_id=0, max_key_size=100, max_value_size=1_000) This is a StableBTreeMap with a key of type nat8 and a value of type str. Key and value types can be any Candid type . This StableBTreeMap also has a memory id of 0, a maximum key size of 100 bytes and a maximum value size of 1_000 bytes. You must statically specify the memory id, maximum key size, and maximum value sizes (they cannot be variables). The memory id can be a number between 0 and 254, We hope to reduce the complexity around memory id in the future, and perhaps remove the need to specify it entirely. Each StableBTreeMap instance must have a unique memory id. Once a memory id is allocated, it cannot be used with a different StableBTreeMap. This means you can't create another StableBTreeMap using the same memory id, and you can't change the key or value types of an existing StableBTreeMap. This problem will be addressed . Here's an example showing all of the basic StableBTreeMap operations: from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values() With these basic operations you can build more complex CRUD database applications: import secrets from kybra import ( blob, ic, nat64, Opt, Principal, query, Record, StableBTreeMap, update, Variant, Vec,\n) class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) @update\ndef create_user(username: str) -> User: id = generate_id() user: User = { \"id\": id, \"created_at\": ic.time(), \"recording_ids\": [], \"username\": username, } users.insert(user[\"id\"], user) return user @query\ndef read_users() -> Vec[User]: return users.values() @query\ndef read_user_by_id(id: Principal) -> Opt[User]: return users.get(id) class DeleteUserResult(Variant, total=False): Ok: User Err: \"DeleteUserErr\" class DeleteUserErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef delete_user(id: Principal) -> DeleteUserResult: user = users.get(id) if user is None: return {\"Err\": {\"UserDoesNotExist\": id}} for recording_id in user[\"recording_ids\"]: recordings.remove(recording_id) users.remove(user[\"id\"]) return {\"Ok\": user} class CreateRecordingResult(Variant, total=False): Ok: Recording Err: \"CreateRecordingErr\" class CreateRecordingErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef create_recording( audio: blob, name: str, user_id: Principal\n) -> CreateRecordingResult: user = users.get(user_id) if user is None: return {\"Err\": {\"UserDoesNotExist\": user_id}} id = generate_id() recording: Recording = { \"id\": id, \"audio\": audio, \"created_at\": ic.time(), \"name\": name, \"user_id\": user_id, } recordings.insert(recording[\"id\"], recording) updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": [*user[\"recording_ids\"], recording[\"id\"]], } users.insert(updated_user[\"id\"], updated_user) return {\"Ok\": recording} @query\ndef read_recordings() -> Vec[Recording]: return recordings.values() @query\ndef read_recording_by_id(id: Principal) -> Opt[Recording]: return recordings.get(id) class DeleteRecordingResult(Variant, total=False): Ok: Recording Err: \"DeleteRecordingError\" class DeleteRecordingError(Variant, total=False): RecordingDoesNotExist: Principal UserDoesNotExist: Principal @update\ndef delete_recording(id: Principal) -> DeleteRecordingResult: recording = recordings.get(id) if recording is None: return {\"Err\": {\"RecordingDoesNotExist\": id}} user = users.get(recording[\"user_id\"]) if user is None: return {\"Err\": {\"UserDoesNotExist\": recording[\"user_id\"]}} updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": list( filter( lambda recording_id: recording_id.to_str() != recording[\"id\"].to_str(), user[\"recording_ids\"], ) ), } users.insert(updated_user[\"id\"], updated_user) recordings.remove(id) return {\"Ok\": recording} def generate_id() -> Principal: random_bytes = secrets.token_bytes(29) return Principal.from_hex(random_bytes.hex()) The example above shows a very basic audio recording backend application. There are two types of entities that need to be stored, User and Recording. These are represented as Candid records. Each entity gets its own StableBTreeMap: from kybra import blob, nat64, Principal, Record, StableBTreeMap, Vec class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) Notice that each StableBTreeMap has a unique memory id. The maximum key and value sizes are also set according to the expected application usage. You can figure out the appropriate maximum key and value sizes by reasoning about your application and engaging in some trial and error using the insert method. Calling insert on a StableBTreeMap will throw an error which in some cases will have the information that you need to determine the maximum key or value size. If you attempt to insert a key or value that is too large, the KeyTooLarge and ValueTooLarge errors will show you the size of the value that you attempted to insert. You can increase the maximum key or value size based on the information you receive from the KeyTooLarge and ValueTooLarge errors and try inserting again. Thus through some trial and error you can whittle your way to a correct solution. In some cases all of your values will have an obvious static maximum size. In the audio recording example, trial and error revealed that Principal is most likely always 38 bytes, thus the maximum key size is set to 38. Maximum value sizes can be more tricky to figure out, especially if the values are records or variants with dynamic fields such as arrays. User has one such dynamic field, recording_ids. Since each recording id is a Principal, we know that each will take up 38 bytes. The other fields on User shouldn't take up too many bytes so we'll ignore them for our analysis. We've set the maximum value size of User to be 100_000 bytes. If we divide 100_00 by 38, we get ~2_631. This will result in each user being able to store around that many recordings. That's acceptable for our example, and so we'll go with it. As for Recording, the largest dynamic field is audio, which will be the actual bytes of the audio recording. We've set the maximum value size here to 5_000_000, which should allow for recordings of ~5 MB in size. That seems reasonable for our example, and so we'll go with it. As you can see, finding the correct maximum key and value sizes is a bit of an art right now. Combining some trial and error with reasoning about your specific application should get you a working solution in most cases. It's our hope that the need to specify maximum key and value sizes will be removed in the future.","breadcrumbs":"Stable Structures » TLDR","id":"40","title":"TLDR"},"41":{"body":"","breadcrumbs":"Stable Structures » Caveats","id":"41","title":"Caveats"},"42":{"body":"You should be wary when using float64, float32, service, or func in any type that is a key for a stable structure. These types do not have the ability to be strictly ordered in all cases. service and func will have no order. float64 and float32 will treat NaN as less than any other type. These caveats may impact key performance.","breadcrumbs":"Stable Structures » Keys","id":"42","title":"Keys"},"43":{"body":"Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types heartbeat generators ledger_canister management_canister outgoing_http_requests threshold_ecdsa rejections timers whoami Canisters are generally able to call the query or update methods of other canisters in any subnet. We refer to these types of calls as cross-canister calls. A cross-canister call begins with a definition of the canister to be called, referred to as a service. Imagine a simple service called token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) @update\ndef transfer(to: Principal, amount: nat64) -> nat64: from_ = ic.caller() from_balance = accounts.get(from_) or 0 to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return amount Here's how you would create its service definition: from kybra import nat64, Principal, Service, service_update class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... Once you have a service definition you can instantiate it with the service's Principal and then invoke its methods. Here's how to instantiate TokenCanister: token_canister = TokenCanister( Principal.from_str('r7inp-6aaaa-aaaaa-aaabq-cai')\n) And here's a more complete example of a service called payout_canister that performs a cross-canister call to token_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}) Notice that the token_canister.transfer method, because it is a cross-canister method, returns a CallResult. All cross-canister calls return CallResult, which has an Ok or Err property depending on if the cross-canister call was successful or not. The IC guarantees that cross-canister calls will return. This means that, generally speaking, you will always receive a CallResult. Kybra does not raise on cross-canister calls. Wrapping your cross-canister call in a try...except most likely won't do anything useful. Let's add to our example code and explore adding some practical result-based error-handling to stop people from stealing tokens. token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update, Variant accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 @update\ndef transfer(to: Principal, amount: nat64) -> TransferResult: from_ = ic.caller() from_balance = accounts.get(from_) or 0 if from_balance < amount: return {\"Err\": {\"InsufficientBalance\": from_balance}} to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return {\"Ok\": amount} payout_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> \"TransferResult\": ... class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: call_result: CallResult[TransferResult] = yield token_canister.transfer(to, amount) def handle_transfer_result_ok(transfer_result: TransferResult) -> PayoutResult: return match( transfer_result, { \"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": str(err)}, }, ) return match( call_result, { \"Ok\": handle_transfer_result_ok, \"Err\": lambda err: {\"Err\": err}, }, ) So far we have only shown a cross-canister call from an update method. Update methods can call other update methods or query methods (but not composite query methods as discussed below). If an update method calls a query method, that query method will be called in replicated mode. Replicated mode engages the consensus process, but for queries the state will still be discarded. Cross-canister calls can also be initiated from query methods. These are known as composite queries, and in Kybra they are simply query methods that return a generator using the Async type. Composite queries can call other composite query methods and regular query methods. Composite queries cannot call update methods. Here's an example of a composite query method: from kybra import ( Async, CallResult, match, Principal, query, Service, service_query, Variant,\n) class SomeCanister(Service): @service_query def query_for_boolean(self) -> bool: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class QuerySomeCanisterResult(Variant, total=False): Ok: bool Err: str @query\ndef query_some_canister() -> Async[QuerySomeCanisterResult]: call_result: CallResult[bool] = yield some_canister.query_for_boolean() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) You can expect cross-canister calls within the same subnet to take up to a few seconds to complete, and cross-canister calls across subnets take about double that time . If you don't need to wait for your cross-canister call to return, you can use notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().notify() If you need to send cycles with your cross-canister call, you can call with_cycles before calling call or notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().with_cycles(1_000_000).notify()","breadcrumbs":"Cross-canister » Cross-canister","id":"43","title":"Cross-canister"},"44":{"body":"This chapter is a work in progress.","breadcrumbs":"HTTP » HTTP","id":"44","title":"HTTP"},"45":{"body":"Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"HTTP » Incoming HTTP requests","id":"45","title":"Incoming HTTP requests"},"46":{"body":"Examples: ethereum_json_rpc outgoing_http_requests from kybra import ( Alias, Async, CallResult, ic, match, init, nat32, query, StableBTreeMap, update, void,\n)\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) JSON = Alias[str] stable_storage = StableBTreeMap[str, str]( memory_id=0, max_key_size=20, max_value_size=1_000\n) @init\ndef init_(ethereum_url: str) -> void: stable_storage.insert(\"ethereum_url\", ethereum_url) @update\ndef eth_get_balance(ethereum_address: str) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBalance\",\"params\":[\"{ethereum_address}\",\"earliest\"],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @update\ndef eth_get_block_by_number(number: nat32) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBlockByNumber\",\"params\":[\"{hex(number)}\", false],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @query\ndef eth_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"HTTP » Outgoing HTTP requests","id":"46","title":"Outgoing HTTP requests"},"47":{"body":"This chapter is a work in progress. You can access the management canister like this: from kybra import Async, blob, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister class RandomBytesResult(Variant, total=False): Ok: blob Err: str @update\ndef random_bytes() -> Async[RandomBytesResult]: call_result: CallResult[blob] = yield management_canister.raw_rand() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) See the management canister types for all methods and their parameter and return types. See the management canister reference section for more information.","breadcrumbs":"Management Canister » Management Canister","id":"47","title":"Management Canister"},"48":{"body":"This chapter is a work in progress. from kybra import ic, init, post_upgrade, pre_upgrade, void @init\ndef init_() -> void: ic.print(\"runs on first canister install\") @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"runs before canister upgrade\") @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"runs after canister upgrade\")","breadcrumbs":"Canister Lifecycle » Canister Lifecycle","id":"48","title":"Canister Lifecycle"},"49":{"body":"This chapter is a work in progress. from kybra import ( Async, blob, CallResult, Duration, ic, match, nat8, query, Record, TimerId, update, void,\n)\nfrom kybra.canisters.management import management_canister class StatusReport(Record): single: bool inline: nat8 capture: str repeat: nat8 single_cross_canister: blob repeat_cross_canister: blob class TimerIds(Record): single: TimerId inline: TimerId capture: TimerId repeat: TimerId single_cross_canister: TimerId repeat_cross_canister: TimerId status: StatusReport = { \"single\": False, \"inline\": 0, \"capture\": \"\", \"repeat\": 0, \"single_cross_canister\": bytes(), \"repeat_cross_canister\": bytes(),\n} @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\") @update\ndef set_timers(delay: Duration, interval: Duration) -> TimerIds: captured_value = \"🚩\" single_id = ic.set_timer(delay, one_time_timer_callback) # Note: You cannot set global variables from within a lambda but you can # call a function that sets a global variable. So we've moved the \"setting\" # functionality out into helper functions while the printing is kept here in # the lambda. inline_id = ic.set_timer( delay, lambda: update_inline_status() or ic.print(\"Inline timer called\"), ) capture_id = ic.set_timer( delay, lambda: update_capture_status(captured_value) or ic.print(f\"Timer captured value: {captured_value}\"), ) repeat_id = ic.set_timer_interval(interval, repeat_timer_callback) single_cross_canister_id = ic.set_timer(delay, single_cross_canister_timer_callback) repeat_cross_canister_id = ic.set_timer_interval( interval, repeat_cross_canister_timer_callback ) return { \"single\": single_id, \"inline\": inline_id, \"capture\": capture_id, \"repeat\": repeat_id, \"single_cross_canister\": single_cross_canister_id, \"repeat_cross_canister\": repeat_cross_canister_id, } @query\ndef status_report() -> StatusReport: return status def one_time_timer_callback(): status[\"single\"] = True ic.print(\"one_time_timer_callback called\") def repeat_timer_callback(): status[\"repeat\"] += 1 ic.print(f\"Repeating timer. Call {status['repeat']}\") def update_inline_status(): status[\"inline\"] = 1 def update_capture_status(value: str): status[\"capture\"] = value def single_cross_canister_timer_callback() -> Async[void]: ic.print(\"single_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"single_cross_canister\"] = ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)}) def repeat_cross_canister_timer_callback() -> Async[void]: ic.print(\"repeat_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"repeat_cross_canister\"] += ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)})","breadcrumbs":"Timers » Timers","id":"49","title":"Timers"},"5":{"body":"Kybra and the IC provide unique benefits and drawbacks, and both are not currently suitable for all application use-cases. The following information will help you to determine when Kybra and the IC might be beneficial for your use-case.","breadcrumbs":"Kybra (Beta) » Benefits and drawbacks","id":"5","title":"Benefits and drawbacks"},"50":{"body":"This chapter is a work in progress. Cycles are essentially units of computational resources such as bandwidth, memory, and CPU instructions. Costs are generally metered on the Internet Computer (IC) by cycles. You can see a breakdown of all cycle costs here . Currently queries do not have any cycle costs. Most important to you will probably be update costs. TODO break down some cycle scenarios maybe? Perhaps we should show some of our analyses for different types of applications. Maybe show how to send and receive cycles, exactly how to do it. Show all of the APIs for sending or receiving cycles? Perhaps we don't need to do that here, since each API will show this information. Maybe here we just show the basic concept of cycles, link to the main cycles cost page, and show a few examples of how to break down these costs or estimate these costs.","breadcrumbs":"Cycles » Cycles","id":"50","title":"Cycles"},"51":{"body":"","breadcrumbs":"Caveats » Caveats","id":"51","title":"Caveats"},"52":{"body":"Kybra is a beta project using a new Python interpreter. See the disclaimer for more information.","breadcrumbs":"Caveats » Unknown security vulnerabilities","id":"52","title":"Unknown security vulnerabilities"},"53":{"body":"Any PyPI packages or other Python code that relies on C extensions will not currently work. It is a major goal for us to support C extensions in the future.","breadcrumbs":"Caveats » No C extensions","id":"53","title":"No C extensions"},"54":{"body":"Kybra is probably ~7-20x less performant than what you would expect from CPython . We hope to eventually use CPython as Kybra's underlying Python interpreter.","breadcrumbs":"Caveats » Performance","id":"54","title":"Performance"},"55":{"body":"A bug in the RustPython interpreter means that dictionary unpacking should not be used until this issue is addressed.","breadcrumbs":"Caveats » Do not use dictionary unpacking","id":"55","title":"Do not use dictionary unpacking"},"56":{"body":"You should use ic.print instead of print.","breadcrumbs":"Caveats » print does not work","id":"56","title":"print does not work"},"57":{"body":"","breadcrumbs":"Caveats » Kybra types","id":"57","title":"Kybra types"},"58":{"body":"Make sure to use the from kybra syntax when importing types from the kybra module, and to not rename types with as: Correct: from kybra import Record class MyRecord(Record): prop1: str prop2: int Incorrect: import kybra class MyRecord(kybra.Record): prop1: str prop2: int Incorrect: from kybra import Record as RenamedRecord class MyRecord(RenamedRecord): prop1: str prop2: int We wish to improve this situation in the future to handle the many various ways of importing.","breadcrumbs":"Caveats » Imports","id":"58","title":"Imports"},"59":{"body":"You should treat Kybra types essentially as keywords, not creating types of the same name elsewhere in your codebase or in other libraries. Any types exported from this file should be treated thusly.","breadcrumbs":"Caveats » Treatment as keywords","id":"59","title":"Treatment as keywords"},"6":{"body":"Kybra intends to be a full Python environment for the IC (a decentralized cloud platform), with support for all of the Python language and as many relevant libraries and APIs as possible. One of the core benefits of Kybra is that it allows Python developers to bring their skills to the IC. As for the IC, we believe its main benefits can be broken down into the following categories: Ownership Security Developer Experience Most of these benefits stem from the decentralized nature of the IC, though the IC is best thought of as a progressively decentralizing cloud platform. As opposed to traditional cloud platforms, its goal is to be owned and controlled by many independent entities. Ownership Full-stack group ownership Autonomous ownership Permanent APIs Credible neutrality Reduced platform risk Full-stack group ownership The IC allows you to build applications that are controlled directly and only (with some caveats) by a group of people. This is in opposition to most cloud applications written today, which must be under the control of a very limited number of people and often a single legal entity that answers directly to a cloud provider, which itself is a single legal entity. In the blockchain world, group-owned applications are known as DAOs . As opposed to DAOs built on most blockchains, the IC allows full-stack applications to be controlled by groups. This means that the group fully controls the running instances of the frontend and the backend code. Autonomous ownership In addition to allowing applications to be owned by groups of people, the IC also allows applications to be owned by no one. This essentially creates autonomous applications or everlasting processes that execute indefinitely. The IC will allow such an application to run until it depletes its balance of cycles, or until the NNS votes to shut it down. Permanent APIs Because most web APIs are owned and operated by individual entities, their fate is tied to that of their owners. If their owners go out of business, then those APIs may cease to exist. If their owners decide that they do not like or agree with certain users, they may restrict their access. In the end, they may decide to shut down or restrict access for arbitrary reasons. Because the IC allows for group and autonomous ownership of cloud software, the IC is able to produce potentially permanent web APIs. A decentralized group of independent entities will find it difficult to censor API consumers or shut down an API. An autonomous API would take those difficulties to the extreme, as it would continue operating as long as consumers were willing to pay for it. Credible neutrality Group and autonomous ownership makes it possible to build neutral cloud software on the IC. This type of software would allow independent parties to coordinate with reduced trust in each other or a single third-party coordinator. This removes the risk of the third-party coordinator acting in its own self-interest against the interests of the coordinating participants. The coordinating participants would also find it difficult to implement changes that would benefit themselves to the detriment of other participants. Examples could include mobile app stores, ecommerce marketplaces, and podcast directories. Reduced platform risk Because the IC is not owned or controlled by any one entity or individual, the risk of being deplatformed is reduced. This is in opposition to most cloud platforms, where the cloud provider itself generally has the power to arbitrarily remove users from its platform. While deplatforming can still occur on the IC, the only endogenous means of forcefully taking down an application is through an NNS vote. Security Built-in replication Built-in authentication Built-in firewall/port management Built-in sandboxing Threshold protocols Verifiable source code Blockchain integration Built-in replication Replication has many benefits that stem from reducing various central points of failure. The IC is at its core a Byzantine Fault Tolerant replicated compute environment. Applications are deployed to subnets which are composed of nodes running replicas. Each replica is an independent replicated state machine that executes an application's state transitions (usually initiated with HTTP requests) and persists the results. This replication provides a high level of security out-of-the-box. It is also the foundation of a number of protocols that provide threshold cryptographic operations to IC applications. Built-in authentication IC client tooling makes it easy to sign and send messages to the IC, and Internet Identity provides a novel approach to self-custody of private keys. The IC automatically authenticates messages with the public key of the signer, and provides a compact representation of that public key, called a principal, to the application. The principal can be used for authorization purposes. This removes many authentication concerns from the developer. Built-in firewall/port management The concept of ports and various other low-level network infrastructure on the IC is abstracted away from the developer. This can greatly reduce application complexity thus minimizing the chance of introducing vulnerabilities through incorrect configurations. Canisters expose endpoints through various methods, usually query or update methods. Because authentication is also built-in, much of the remaining vulnerability surface area is minimized to implementing correct authorization rules in the canister method endpoints. Built-in sandboxing Canisters have at least two layers of sandboxing to protect colocated canisters from each other. All canisters are at their core Wasm modules and thus inherit the built-in Wasm sandbox. In case there is any bug in the underlying implementation of the Wasm execution environment (or a vulnerability in the imported host functionality), there is also an OS-level sandbox. Developers need not do anything to take advantage of these sandboxes. Threshold protocols The IC provides a number of threshold protocols that allow groups of independent nodes to perform cryptographic operations. These protocols remove central points of failure while providing familiar and useful cryptographic operations to developers. Included are ECDSA , BLS , VRF-like , and in the future threshold key derivation . Verifiable source code IC applications (canisters) are compiled into Wasm and deployed to the IC as Wasm modules. The IC hashes each canister's Wasm binary and stores it for public retrieval. The Wasm binary hash can be retrieved and compared with the hash of an independently compiled Wasm binary derived from available source code. If the hashes match, then one can know with a high degree of certainty that the application is executing the Wasm binary that was compiled from that source code. For the time being, Kybra source code is not verifiable for reasons explained in the caveats section . Blockchain integration When compared with web APIs built for the same purpose, the IC provides a high degree of security when integrating with various other blockchains. It has a direct client integration with Bitcoin, allowing applications to query its state with BFT guarantees. A similar integration is coming for Ethereum. In addition to these blockchain client integrations, a threshold ECDSA protocol (tECDSA) allows the IC to create keys and sign transactions on various ECDSA chains . These chains include Bitcoin and Ethereum, and in the future the protocol may be extended to allow interaction with various EdDSA chains . These direct integrations combined with tECDSA provide a much more secure way to provide blockchain functionality to end users than creating and storing their private keys on traditional cloud infrastructure. Developer experience Built-in devops Orthogonal persistence Built-in devops The IC provides many devops benefits automatically. Though currently limited in its scalability, the protocol attempts to remove the need for developers to concern themselves with concepts such as autoscaling, load balancing, uptime, sandboxing, and firewalls/port management. Correctly constructed canisters have a simple deploy process and automatically inherit these devops capabilities up unto the current scaling limits of the IC. DFINITY engineers are constantly working to remove scalability bottlenecks. Orthogonal persistence The IC automatically persists its heap. This creates an extremely convenient way for developers to store application state, by simply writing into global variables in their programming language of choice. This is a great way to get started. If a canister upgrades its code, swapping out its Wasm binary, then the heap must be cleared. To overcome this limitation, there is a special area of memory called stable memory that persists across these canister upgrades. Special stable data structures provide a familiar API that allows writing into stable memory directly. All of this together provides the foundation for a very simple persistence experience for the developer. The persistence tools now available and coming to the IC may be simpler than their equivalents on traditional cloud infrastructure.","breadcrumbs":"Kybra (Beta) » Benefits","id":"6","title":"Benefits"},"60":{"body":"Call APIs Candid Canister APIs Canister Methods Guard Functions Management Canister Stable Memory Timers","breadcrumbs":"Reference » Reference","id":"60","title":"Reference"},"61":{"body":"accept message arg data raw arg data raw size call call raw call raw 128 call with payment call with payment 128 caller method name msg cycles accept msg cycles accept 128 msg cycles available msg cycles available 128 msg cycles refunded msg cycles refunded 128 notify notify raw notify with payment 128 performance counter reject reject code reject message reply reply raw","breadcrumbs":"Reference » Call APIs » Call APIs","id":"61","title":"Call APIs"},"62":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, void @inspect_message\ndef inspect_message_() -> void: ic.accept_message()","breadcrumbs":"Reference » Call APIs » accept message » accept message","id":"62","title":"accept message"},"63":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, query # returns the argument data as bytes.\n@query\ndef arg_data_raw(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> blob: return ic.arg_data_raw()","breadcrumbs":"Reference » Call APIs » arg data raw » arg data raw","id":"63","title":"arg data raw"},"64":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, nat32, query # returns the length of the argument data in bytes\n@query\ndef arg_data_raw_size(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> nat32: return ic.arg_data_raw_size()","breadcrumbs":"Reference » Call APIs » arg data raw size » arg data raw size","id":"64","title":"arg data raw size"},"65":{"body":"This section is a work in progress. Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types generators ledger_canister management_canister outgoing_http_requests rejections timers whoami from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}})","breadcrumbs":"Reference » Call APIs » call » call","id":"65","title":"call"},"66":{"body":"This section is a work in progress. Examples: call_raw outgoing_http_requests from kybra import ( Async, blob, CallResult, ic, match, nat64, Principal, update, Variant,\n) class ExecuteCallRawResult(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw( canister_id: Principal, method: str, candid_args: str, payment: nat64\n) -> Async[ExecuteCallRawResult]: call_result: CallResult[blob] = yield ic.call_raw( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw » call raw","id":"66","title":"call raw"},"67":{"body":"This section is a work in progress. Examples: call_raw from kybra import ( Async, blob, CallResult, ic, match, nat, Principal, update, Variant,\n) class ExecuteCallRaw128Result(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw128( canister_id: Principal, method: str, candid_args: str, payment: nat\n) -> Async[ExecuteCallRaw128Result]: call_result: CallResult[blob] = yield ic.call_raw128( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw 128 » call raw 128","id":"67","title":"call raw 128"},"68":{"body":"This section is a work in progress. Examples: bitcoin cycles ethereum_json_rpc management_canister outgoing_http_requests threshold_ecdsa from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment » call with payment","id":"68","title":"call with payment"},"69":{"body":"This section is a work in progress. Examples: cycles from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles128(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment 128 » call with payment 128","id":"69","title":"call with payment 128"},"7":{"body":"It's important to note that both Kybra and the IC are early-stage projects. The IC officially launched in May of 2021, and Kybra reached beta in December of 2022. Kybra Some of Kybra's main drawbacks can be summarized as follows: Beta Security risks High cycle usage Missing APIs Beta Kybra reached beta in December of 2022. It's an immature project that may have unforeseen bugs and other issues. We're working constantly to improve it. We hope to get to a production-ready 1.0 in 2024. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits Security risks As discussed earlier, these are some things to keep in mind: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython High cycle usage We haven't done extensive benchmarking yet, but based on some preliminary evidence Kybra is likely much more performant than Azle . We have done some preliminary benchmarking for Azle, and based on that our rough heuristic is that Azle will cost 2-4x more cycles than the equivalent project in Motoko or Rust. The performance of your application depends on many factors, and this should just be a rough estimate. There is evidence to suggest that a 7-20x improvement in performance is possible in our underlying Python interpreter . We also plan to migrate to CPython which would improve performance. Missing APIs Kybra is limited to what the IC is capable of (i.e. no sockets, no threads, etc) and does not yet have C extension support. Our goal is to support as many libraries and APIs as possible over time. IC Some of the IC's main drawbacks can be summarized as follows: Early High latencies Limited and expensive compute resources Limited scalability Lack of privacy NNS risk Early The IC launched officially in May of 2021. As a relatively new project with an extremely ambitious vision, you can expect a small community, immature tooling, and an unproven track record. Much has been delivered, but many promises are yet to be fulfilled. High latencies Any requests that change state on the IC must go through consensus, thus you can expect latencies of a few seconds for these types of requests. When canisters need to communicate with each other across subnets or under heavy load, these latencies can be even longer. Under these circumstances, in the worst case latencies will build up linearly. For example, if canister A calls canister B calls canister C, and these canisters are all on different subnets or under heavy load, then you might need to multiply the latency by the total number of calls. Limited and expensive compute resources CPU usage, data storage, and network usage may be more expensive than the equivalent usage on traditional cloud platforms. Combining these costs with the high latencies explained above, it becomes readily apparent that the IC is currently not built for high-performance computing. Limited scalability The IC might not be able to scale to the needs of your application. It is constantly seeking to improve scalability bottlenecks, but it will probably not be able to onboard millions of users to your traditional web application. Lack of privacy You should assume that all of your application data (unless it is end-to-end encrypted) is accessible to multiple third-parties with no direct relationship and limited commitment to you. Currently all canister state sits unencrypted on node operator's machines. Application-layer access controls for data are possible, but motivated node operators will have an easy time getting access to your data. NNS risk The NNS has the ability to uninstall any canister and can generally change anything about the IC. As of the time of this writing, DFINITY effectively controls much of the NNS through its follower relationships. The NNS must mature and decentralize to provide practical and realistic guarantees to canisters and their users.","breadcrumbs":"Kybra (Beta) » Drawbacks","id":"7","title":"Drawbacks"},"70":{"body":"This section is a work in progress. Examples: ic_api whoami from kybra import ic, Principal, query # returns the principal of the identity that called this function\n@query\ndef caller() -> Principal: return ic.caller()","breadcrumbs":"Reference » Call APIs » caller » caller","id":"70","title":"caller"},"71":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Call APIs » method name » method name","id":"71","title":"method name"},"72":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept » msg cycles accept","id":"72","title":"msg cycles accept"},"73":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept 128 » msg cycles accept 128","id":"73","title":"msg cycles accept 128"},"74":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available » msg cycles available","id":"74","title":"msg cycles available"},"75":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available 128 » msg cycles available 128","id":"75","title":"msg cycles available 128"},"76":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat64, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult(Variant, total=False): Ok: nat64 Err: str class Cycles(Service): @service_update def receive_cycles(self) -> nat64: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles() -> Async[SendCyclesResult]: result: CallResult[nat64] = yield cycles.receive_cycles().with_cycles(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded » msg cycles refunded","id":"76","title":"msg cycles refunded"},"77":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult128(Variant, total=False): Ok: nat Err: str class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles128() -> Async[SendCyclesResult128]: result: CallResult[nat] = yield cycles.receive_cycles128().with_cycles128(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded128()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded 128 » msg cycles refunded 128","id":"77","title":"msg cycles refunded 128"},"78":{"body":"This section is a work in progress. Examples: cross_canister_calls cycles from kybra import NotifyResult, Principal, Service, service_update, update, void class Canister2(Service): @service_update def receive_notification(self, message: str) -> void: ... canister2 = Canister2(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) @update\ndef send_notification() -> NotifyResult: return canister2.receive_notification(\"This is the notification\").notify()","breadcrumbs":"Reference » Call APIs » notify » notify","id":"78","title":"notify"},"79":{"body":"This section is a work in progress. Examples: notify_raw from kybra import ic, match, Principal, RejectionCode, update, Variant class SendNotificationResult(Variant, total=False): Ok: bool Err: RejectionCode @update\ndef send_notification() -> SendNotificationResult: result = ic.notify_raw( Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"receive_notification\", ic.candid_encode(\"()\"), 0, ) return match( result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » notify raw » notify raw","id":"79","title":"notify raw"},"8":{"body":"Dependencies Common installation issues","breadcrumbs":"Installation » Installation","id":"8","title":"Installation"},"80":{"body":"This section is a work in progress. Examples: cycles from kybra import nat, NotifyResult, Principal, Service, service_update, update class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) @update\ndef send_cycles128_notify() -> NotifyResult: return cycles.receive_cycles128().with_cycles128(1_000_000).notify()","breadcrumbs":"Reference » Call APIs » notify with payment 128 » notify with payment 128","id":"80","title":"notify with payment 128"},"81":{"body":"This section is a work in progress. Examples: ic_api from kybra import ic, nat64, query @query\ndef performance_counter() -> nat64: return ic.performance_counter(0)","breadcrumbs":"Reference » Call APIs » performance counter » performance counter","id":"81","title":"performance counter"},"82":{"body":"This section is a work in progress. Examples: ic_api manual_reply rejections from kybra import empty, ic, Manual, query @query\ndef reject(message: str) -> Manual[empty]: ic.reject(message)","breadcrumbs":"Reference » Call APIs » reject » reject","id":"82","title":"reject"},"83":{"body":"This section is a work in progress. Examples: rejections from kybra import ( Async, ic, Principal, RejectionCode, Service, service_update, update, void,\n) class Nonexistent(Service): @service_update def method(self) -> void: ... nonexistent_canister = Nonexistent(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_code_destination_invalid() -> Async[RejectionCode]: yield nonexistent_canister.method() return ic.reject_code()","breadcrumbs":"Reference » Call APIs » reject code » reject code","id":"83","title":"reject code"},"84":{"body":"This section is a work in progress. Examples: rejections from kybra import Async, ic, Principal, Service, service_update, update, void class SomeService(Service): @service_update def reject(self, message: str) -> void: ... some_service = SomeService(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_message(message: str) -> Async[str]: yield some_service.reject(message) return ic.reject_message()","breadcrumbs":"Reference » Call APIs » reject message » reject message","id":"84","title":"reject message"},"85":{"body":"This section is a work in progress. Examples: composite_queries manual_reply from kybra import blob, ic, Manual, update @update\ndef update_blob() -> Manual[blob]: ic.reply(bytes([83, 117, 114, 112, 114, 105, 115, 101, 33]))","breadcrumbs":"Reference » Call APIs » reply » reply","id":"85","title":"reply"},"86":{"body":"This section is a work in progress. Examples: manual_reply outgoing_http_requests from kybra import blob, ic, Manual, null, query, Record, Variant class RawReply(Record): int: int text: str bool: bool blob: blob variant: \"Options\" class Options(Variant, total=False): Small: null Medium: null Large: null @query\ndef reply_raw() -> Manual[RawReply]: ic.reply_raw( ic.candid_encode( '(record { \"int\" = 42; \"text\" = \"text\"; \"bool\" = true; \"blob\" = blob \"Surprise!\"; \"variant\" = variant { Medium } })' ) )","breadcrumbs":"Reference » Call APIs » reply raw » reply raw","id":"86","title":"reply raw"},"87":{"body":"blob bool empty float32 float64 func int int8 int16 int32 int64 nat nat8 nat16 nat32 nat64 null opt principal record reserved service text variant vec","breadcrumbs":"Reference » Candid » Candid","id":"87","title":"Candid"},"88":{"body":"This section is a work in progress. The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n}","breadcrumbs":"Reference » Candid » blob » blob","id":"88","title":"blob"},"89":{"body":"This section is a work in progress. The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n}","breadcrumbs":"Reference » Candid » bool » bool","id":"89","title":"bool"},"9":{"body":"Follow the instructions exactly as stated below to avoid issues. You should be using a *nix environment (Linux, Mac OS, WSL if using Windows ) with bash and have the following installed on your system: Python 3.10.7 dfx 0.23.0 Python VS Code Extension","breadcrumbs":"Installation » Dependencies","id":"9","title":"Dependencies"},"90":{"body":"This section is a work in progress. The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query def get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Reference » Candid » empty » empty","id":"90","title":"empty"},"91":{"body":"This section is a work in progress. The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n}","breadcrumbs":"Reference » Candid » float32 » float32","id":"91","title":"float32"},"92":{"body":"This section is a work in progress. The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n}","breadcrumbs":"Reference » Candid » float64 » float64","id":"92","title":"float64"},"93":{"body":"This section is a work in progress. The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n}","breadcrumbs":"Reference » Candid » func » func","id":"93","title":"func"},"94":{"body":"This section is a work in progress. The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n}","breadcrumbs":"Reference » Candid » int » int","id":"94","title":"int"},"95":{"body":"This section is a work in progress. The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n}","breadcrumbs":"Reference » Candid » int8 » int8","id":"95","title":"int8"},"96":{"body":"This section is a work in progress. The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n}","breadcrumbs":"Reference » Candid » int16 » int16","id":"96","title":"int16"},"97":{"body":"This section is a work in progress. The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n}","breadcrumbs":"Reference » Candid » int32 » int32","id":"97","title":"int32"},"98":{"body":"This section is a work in progress. The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n}","breadcrumbs":"Reference » Candid » int64 » int64","id":"98","title":"int64"},"99":{"body":"This section is a work in progress. The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n}","breadcrumbs":"Reference » Candid » nat » 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The first 19 chapters are an introductory guide into canister development with Kybra . These chapters build on each other concept by concept, introducing the fundamentals required to create and deploy canisters to the IC. Chapter 20 is an in-depth reference of the APIs available to Kybra canisters. Our intention is for new developers to use this book as a tutorial or course, starting at chapter 1 and working through chapter 19, using chapter 20 as a reference. There will also be a companion video series on YouTube. Each chapter here will begin with the video companion as soon as it is available. You should expect this book and its companion video series to continue to grow and change over time, as its authors and the IC grow and change. The Kybra Book is subject to the following license: MIT License Copyright (c) 2024 Demergent Labs LLC Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"The Kybra Book » The Kybra Book","id":"0","title":"The Kybra Book"},"1":{"body":"Kybra is a Python Canister Development Kit (CDK) for the Internet Computer (IC). In other words, it's a Python runtime for building applications ( canisters ) on the IC. GitHub repo PyPI package Discord channel","breadcrumbs":"Kybra (Beta) » Kybra (Beta)","id":"1","title":"Kybra (Beta)"},"10":{"body":"It is highly recommended to install Python 3.10.7 using pyenv . To do so, use the pyenv installer as shown below: # install pyenv\ncurl https://pyenv.run | bash # install Python 3.10.7\n~/.pyenv/bin/pyenv install 3.10.7","breadcrumbs":"Installation » Python 3.10.7","id":"10","title":"Python 3.10.7"},"100":{"body":"This section is a work in progress. The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n}","breadcrumbs":"Reference » Candid » nat8 » nat8","id":"100","title":"nat8"},"101":{"body":"This section is a work in progress. The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n}","breadcrumbs":"Reference » Candid » nat16 » nat16","id":"101","title":"nat16"},"102":{"body":"This section is a work in progress. The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n}","breadcrumbs":"Reference » Candid » nat32 » nat32","id":"102","title":"nat32"},"103":{"body":"This section is a work in progress. The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n}","breadcrumbs":"Reference » Candid » nat64 » nat64","id":"103","title":"nat64"},"104":{"body":"This section is a work in progress. The Python type None and the Kybra type null both correspond to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, query @query\ndef get_null() -> None: return None @query\ndef print_null(none: None) -> None: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n}","breadcrumbs":"Reference » Candid » null » null","id":"104","title":"null"},"105":{"body":"This section is a work in progress. The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n}","breadcrumbs":"Reference » Candid » opt » opt","id":"105","title":"opt"},"106":{"body":"This section is a work in progress. The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n}","breadcrumbs":"Reference » Candid » principal » principal","id":"106","title":"principal"},"107":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n};","breadcrumbs":"Reference » Candid » record » record","id":"107","title":"record"},"108":{"body":"This section is a work in progress. The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n}","breadcrumbs":"Reference » Candid » reserved » reserved","id":"108","title":"reserved"},"109":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) }","breadcrumbs":"Reference » Candid » service » service","id":"109","title":"service"},"11":{"body":"Run the following command to install dfx 0.22.0: DFX_VERSION=0.22.0 sh -ci \"$(curl -fsSL https://sdk.dfinity.org/install.sh)\" If after trying to run dfx commands you encounter an error such as dfx: command not found, you might need to add $HOME/bin to your path. Here's an example of doing this in your .bashrc: echo 'export PATH=\"$PATH:$HOME/bin\"' >> \"$HOME/.bashrc\"","breadcrumbs":"Installation » dfx","id":"11","title":"dfx"},"110":{"body":"This section is a work in progress. The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n}","breadcrumbs":"Reference » Candid » text » text","id":"110","title":"text"},"111":{"body":"This section is a work in progress. Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, Variant class ReactionType(Variant, total=False): Fire: None ThumbsUp: None ThumbsDown: None Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: None Sad: None class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n};","breadcrumbs":"Reference » Candid » variant » variant","id":"111","title":"variant"},"112":{"body":"This section is a work in progress. The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n}","breadcrumbs":"Reference » Candid » vec » vec","id":"112","title":"vec"},"113":{"body":"candid decode candid encode canister balance canister balance 128 canister id data certificate print set certified data time trap","breadcrumbs":"Reference » Canister APIs » Canister APIs","id":"113","title":"Canister APIs"},"114":{"body":"This section is a work in progress. Examples: call_raw candid_encoding from kybra import blob, ic, query # decodes Candid bytes to a Candid string\n@query\ndef candid_decode(candid_encoded: blob) -> str: return ic.candid_decode(candid_encoded)","breadcrumbs":"Reference » Canister APIs » candid decode » candid decode","id":"114","title":"candid decode"},"115":{"body":"This section is a work in progress. Examples: call_raw candid_encoding manual_reply notify_raw outgoing_http_requests from kybra import blob, ic, query # encodes a Candid string to Candid bytes\n@query\ndef candid_encode(candid_string: str) -> blob: return ic.candid_encode(candid_string)","breadcrumbs":"Reference » Canister APIs » candid encode » candid encode","id":"115","title":"candid encode"},"116":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat64, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance() -> nat64: return ic.canister_balance()","breadcrumbs":"Reference » Canister APIs » canister balance » canister balance","id":"116","title":"canister balance"},"117":{"body":"This section is a work in progress. Examples: cycles ic_api from kybra import ic, nat, query # returns the amount of cycles available in the canister\n@query\ndef canister_balance128() -> nat: return ic.canister_balance128()","breadcrumbs":"Reference » Canister APIs » canister balance 128 » canister balance 128","id":"117","title":"canister balance 128"},"118":{"body":"This section is a work in progress. Examples: ethereum_json_rpc ic_api http_counter outgoing_http_requests whoami from kybra import ic, Principal, query # returns this canister's id\n@query\ndef id() -> Principal: return ic.id()","breadcrumbs":"Reference » Canister APIs » canister id » canister id","id":"118","title":"canister id"},"119":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, Opt, query # When called from a query call, returns the data certificate authenticating certified_data set by this canister. Returns None if not called from a query call.\n@query\ndef data_certificate() -> Opt[blob]: return ic.data_certificate()","breadcrumbs":"Reference » Canister APIs » data certificate » data certificate","id":"119","title":"data certificate"},"12":{"body":"It is highly recommended to use VS Code and to install the Microsoft Python extension to get full type checking support from within the editor: Extension VS Code -> Preferences -> Extensions -> Search for Python by Microsoft and install it Set python.analysis.typeCheckingMode Set the setting python.analysis.typeCheckingMode to strict: VS Code -> Preferences -> Settings -> Search for python.analysis.typeCheckingMode and set it to strict","breadcrumbs":"Installation » Python VS Code Extension","id":"12","title":"Python VS Code Extension"},"120":{"body":"This section is a work in progress. Examples: ic_api null_example You should always use ic.print instead of print. from kybra import ic, query # prints a message through the local replica's output\n@query\ndef print(message: str) -> bool: ic.print(message) return True","breadcrumbs":"Reference » Canister APIs » print » print","id":"120","title":"print"},"121":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, update, void # sets up to 32 bytes of certified data\n@update\ndef set_certified_data(data: blob) -> void: ic.set_certified_data(data)","breadcrumbs":"Reference » Canister APIs » set certified data » set certified data","id":"121","title":"set certified data"},"122":{"body":"This section is a work in progress. Examples: audio_recorder ic_api from kybra import ic, nat64, query # returns the current timestamp\n@query\ndef time() -> nat64: return ic.time()","breadcrumbs":"Reference » Canister APIs » time » time","id":"122","title":"time"},"123":{"body":"This section is a work in progress. Examples: cross_canister_calls ethereum_json_rpc http_counter ic_api outgoing_http_requests from kybra import ic, query # traps with a message, stopping execution and discarding all state within the call\n@query\ndef trap(message: str) -> bool: ic.trap(message) return True","breadcrumbs":"Reference » Canister APIs » trap » trap","id":"123","title":"trap"},"124":{"body":"heartbeat http_request http_request_update init inspect message post upgrade pre upgrade query update","breadcrumbs":"Reference » Canister Methods » Canister Methods","id":"124","title":"Canister Methods"},"125":{"body":"This section is a work in progress. Examples: heartbeat from kybra import heartbeat, ic, void @heartbeat\ndef heartbeat_() -> void: ic.print(\"this runs ~1 time per second\")","breadcrumbs":"Reference » Canister Methods » heartbeat » heartbeat","id":"125","title":"heartbeat"},"126":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request » http_request","id":"126","title":"http_request"},"127":{"body":"This section is a work in progress. Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request_update(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"Reference » Canister Methods » http_request_update » http_request_update","id":"127","title":"http_request_update"},"128":{"body":"This section is a work in progress. Examples: ethereum_json_rpc func_types init persistent-storage pre_and_post_upgrade whoami from kybra import ic, init, void @init\ndef init_() -> void: ic.print(\"This runs once when the canister is first initialized\")","breadcrumbs":"Reference » Canister Methods » init » init","id":"128","title":"init"},"129":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Canister Methods » inspect message » inspect message","id":"129","title":"inspect message"},"13":{"body":"","breadcrumbs":"Installation » Common installation issues","id":"13","title":"Common installation issues"},"130":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade whoami from kybra import ic, post_upgrade, void @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"This runs after every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » post upgrade » post upgrade","id":"130","title":"post upgrade"},"131":{"body":"This section is a work in progress. Examples: pre_and_post_upgrade from kybra import ic, pre_upgrade, void @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"This runs before every canister upgrade\")","breadcrumbs":"Reference » Canister Methods » pre upgrade » pre upgrade","id":"131","title":"pre upgrade"},"132":{"body":"This section is a work in progress. from kybra import query @query\ndef simple_query() -> str: return \"This is a query method\"","breadcrumbs":"Reference » Canister Methods » query » query","id":"132","title":"query"},"133":{"body":"This section is a work in progress. from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message","breadcrumbs":"Reference » Canister Methods » update » update","id":"133","title":"update"},"134":{"body":"Guard functions allow you to protect your query and update methods. Guard functions return a GuardResult that looks like this: class GuardResult(Variant, total=False): Ok: null Err: str Returning Ok will allow the protected method to proceed with execution. Returning Err will reject the canister method call. Here's a contrived example where the world is protected only 50% of the time: import random from kybra import GuardResult, update def protect_the_world() -> GuardResult: if random.random() > 0.5: return {\"Ok\": None} else: return {\"Err\": \"The world must be protected\"} @update(guard=protect_the_world)\ndef hello_world() -> str: return \"Hello world!\"","breadcrumbs":"Reference » Guard Functions » Guard Functions","id":"134","title":"Guard Functions"},"135":{"body":"bitcoin_get_balance bitcoin_get_current_fee_percentiles bitcoin_get_utxos bitcoin_send_transaction canister_status create_canister delete_canister deposit_cycles ecdsa_public_key http_request install_code provisional_create_canister_with_cycles provisional_top_up_canister raw_rand sign_with_ecdsa start_canister stop_canister uninstall_code update_settings","breadcrumbs":"Reference » Management Canister » Management Canister","id":"135","title":"Management Canister"},"136":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister, Satoshi BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetBalanceResult(Variant, total=False): Ok: Satoshi Err: str @update\ndef get_balance(address: str) -> Async[ExecuteGetBalanceResult]: call_result: CallResult[Satoshi] = yield management_canister.bitcoin_get_balance( {\"address\": address, \"min_confirmations\": None, \"network\": {\"Regtest\": None}} ).with_cycles(BITCOIN_API_CYCLE_COST) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_balance » bitcoin_get_balance","id":"136","title":"bitcoin_get_balance"},"137":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant, Vec\nfrom kybra.canisters.management import management_canister, MillisatoshiPerByte BITCOIN_API_CYCLE_COST = 100_000_000 class GetCurrentFeePercentilesResult(Variant, total=False): Ok: Vec[MillisatoshiPerByte] Err: str @update\ndef get_current_fee_percentiles() -> Async[GetCurrentFeePercentilesResult]: call_result: CallResult[ Vec[MillisatoshiPerByte] ] = yield management_canister.bitcoin_get_current_fee_percentiles( {\"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_current_fee_percentiles » bitcoin_get_current_fee_percentiles","id":"137","title":"bitcoin_get_current_fee_percentiles"},"138":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import GetUtxosResult, management_canister BITCOIN_API_CYCLE_COST = 100_000_000 class ExecuteGetUtxosResult(Variant, total=False): Ok: GetUtxosResult Err: str @update\ndef get_utxos(address: str) -> Async[ExecuteGetUtxosResult]: call_result: CallResult[ GetUtxosResult ] = yield management_canister.bitcoin_get_utxos( {\"address\": address, \"filter\": None, \"network\": {\"Regtest\": None}} ).with_cycles( BITCOIN_API_CYCLE_COST ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_get_utxos » bitcoin_get_utxos","id":"138","title":"bitcoin_get_utxos"},"139":{"body":"This section is a work in progress. Examples: bitcoin from kybra import Async, blob, CallResult, match, null, update, Variant, void\nfrom kybra.canisters.management import management_canister BITCOIN_BASE_TRANSACTION_COST = 5_000_000_000\nBITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE = 20_000_000 class SendTransactionResult(Variant, total=False): Ok: null Err: str @update\ndef send_transaction(transaction: blob) -> Async[SendTransactionResult]: transaction_fee = ( BITCOIN_BASE_TRANSACTION_COST + len(transaction) * BITCOIN_CYCLE_COST_PER_TRANSACTION_BYTE ) call_result: CallResult[void] = yield management_canister.bitcoin_send_transaction( {\"transaction\": transaction, \"network\": {\"Regtest\": None}} ).with_cycles(transaction_fee) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » bitcoin_send_transaction » bitcoin_send_transaction","id":"139","title":"bitcoin_send_transaction"},"14":{"body":"Error: linker cc not found Resolution: sudo apt install build-essential Error: is cmake not installed? Resolution: sudo apt install cmake Error: ERROR: The Python ssl extension was not compiled. Missing the OpenSSL lib Resolution: You may have the right version of open ssl but you might be missing libssl-dev sudo apt-get install libssl-dev","breadcrumbs":"Installation » Ubuntu","id":"14","title":"Ubuntu"},"140":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CanisterStatusArgs, CanisterStatusResult, management_canister,\n) class GetCanisterStatusResult(Variant, total=False): Ok: CanisterStatusResult Err: str @update\ndef get_canister_status(args: CanisterStatusArgs) -> Async[GetCanisterStatusResult]: canister_status_result_call_result: CallResult[ CanisterStatusResult ] = yield management_canister.canister_status({\"canister_id\": args[\"canister_id\"]}) return match( canister_status_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » canister_status » canister_status","id":"140","title":"canister_status"},"141":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import CreateCanisterResult, management_canister class ExecuteCreateCanisterResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef execute_create_canister() -> Async[ExecuteCreateCanisterResult]: create_canister_result_call_result: CallResult[ CreateCanisterResult ] = yield management_canister.create_canister({\"settings\": None}).with_cycles( 50_000_000_000_000 ) return match( create_canister_result_call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}, )","breadcrumbs":"Reference » Management Canister » create_canister » create_canister","id":"141","title":"create_canister"},"142":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_delete_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.delete_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » delete_canister » delete_canister","id":"142","title":"delete_canister"},"143":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_deposit_cycles(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.deposit_cycles( {\"canister_id\": canister_id} ).with_cycles(1_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » deposit_cycles » deposit_cycles","id":"143","title":"deposit_cycles"},"144":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import management_canister, EcdsaPublicKeyResult class PublicKey(Record): public_key: blob class PublicKeyResult(Variant, total=False): Ok: PublicKey Err: str @update\ndef public_key() -> Async[PublicKeyResult]: caller = ic.caller().bytes call_result: CallResult[ EcdsaPublicKeyResult ] = yield management_canister.ecdsa_public_key( { \"canister_id\": None, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » ecdsa_public_key » ecdsa_public_key","id":"144","title":"ecdsa_public_key"},"145":{"body":"This section is a work in progress. Examples: ethereum_json_rpc outgoing_http_requests from kybra import Async, CallResult, match, ic, query, update\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) @update\ndef xkcd() -> Async[HttpResponse]: max_response_bytes = 1_000 # TODO this is just a heuristic for cost, might change when the feature is officially released: https://forum.dfinity.org/t/enable-canisters-to-make-http-s-requests/9670/130 cycle_cost_base = 400_000_000 cycle_cost_per_byte = 300_000 # TODO not sure on this exact cost cycle_cost_total = cycle_cost_base + cycle_cost_per_byte * max_response_bytes http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": \"https://xkcd.com/642/info.0.json\", \"max_response_bytes\": max_response_bytes, \"method\": {\"get\": None}, \"headers\": [], \"body\": None, \"transform\": {\"function\": (ic.id(), \"xkcd_transform\"), \"context\": bytes()}, } ).with_cycles(cycle_cost_total) return match(http_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: ic.trap(err)}) @query\ndef xkcd_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"Reference » Management Canister » http_request » http_request","id":"145","title":"http_request"},"146":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, blob, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » install_code » install_code","id":"146","title":"install_code"},"147":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, update, Variant\nfrom kybra.canisters.management import ( CreateCanisterResult, management_canister, ProvisionalCreateCanisterWithCyclesResult,\n) class ExecuteProvisionalCreateCanisterWithCyclesResult(Variant, total=False): Ok: CreateCanisterResult Err: str @update\ndef provisional_create_canister_with_cycles() -> ( Async[ExecuteProvisionalCreateCanisterWithCyclesResult]\n): call_result: CallResult[ ProvisionalCreateCanisterWithCyclesResult ] = yield management_canister.provisional_create_canister_with_cycles( {\"amount\": None, \"settings\": None} ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_create_canister_with_cycles » provisional_create_canister_with_cycles","id":"147","title":"provisional_create_canister_with_cycles"},"148":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, nat, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef provisional_top_up_canister( canister_id: Principal, amount: nat\n) -> Async[DefaultResult]: call_result: CallResult[ void ] = yield management_canister.provisional_top_up_canister( {\"canister_id\": canister_id, \"amount\": amount} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » provisional_top_up_canister » provisional_top_up_canister","id":"148","title":"provisional_top_up_canister"},"149":{"body":"This section is a work in progress. Examples: generators heartbeat management_canister timers from kybra import Async, blob, CallResult, match, update\nfrom kybra.canisters.management import management_canister @update\ndef get_randomness_directly() -> Async[blob]: randomness_result: CallResult[blob] = yield management_canister.raw_rand() return match(randomness_result, {\"Ok\": lambda ok: ok, \"Err\": lambda err: err})","breadcrumbs":"Reference » Management Canister » raw_rand » raw_rand","id":"149","title":"raw_rand"},"15":{"body":"The project directory and file structure main.py dfx.json Local deployment Interacting with your canister from the command line Interacting with your canister from the web UI Let's build your first application (canister) with Kybra! Before embarking please ensure you've followed all of the installation instructions . We'll build a simple Hello World canister that shows the basics of importing Kybra, exposing a query method, exposing an update method, and storing some state in a global variable. We'll then interact with it from the command line and from our web browser.","breadcrumbs":"Hello World » Hello World","id":"15","title":"Hello World"},"150":{"body":"This section is a work in progress. Examples: threshold_ecdsa from kybra import Async, blob, CallResult, ic, match, Record, update, Variant\nfrom kybra.canisters.management import ( management_canister, SignWithEcdsaResult,\n) class Signature(Record): signature: blob class SignResult(Variant, total=False): Ok: Signature Err: str @update\ndef sign(message_hash: blob) -> Async[SignResult]: if len(message_hash) != 32: ic.trap(\"message_hash must be 32 bytes\") caller = ic.caller().bytes call_result: CallResult[ SignWithEcdsaResult ] = yield management_canister.sign_with_ecdsa( { \"message_hash\": message_hash, \"derivation_path\": [caller], \"key_id\": {\"curve\": {\"secp256k1\": None}, \"name\": \"dfx_test_key\"}, } ).with_cycles( 10_000_000_000 ) return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » sign_with_ecdsa » sign_with_ecdsa","id":"150","title":"sign_with_ecdsa"},"151":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_start_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.start_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » start_canister » start_canister","id":"151","title":"start_canister"},"152":{"body":"This section is a work in progress. Examples: management_canister from kybra import ( Async, CallResult, match, Principal, update, Variant, void,\n)\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_stop_canister(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.stop_canister( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » stop_canister » stop_canister","id":"152","title":"stop_canister"},"153":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_uninstall_code(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.uninstall_code( {\"canister_id\": canister_id} ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » uninstall_code » uninstall_code","id":"153","title":"uninstall_code"},"154":{"body":"This section is a work in progress. Examples: management_canister from kybra import Async, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_update_settings(canister_id: Principal) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.update_settings( { \"canister_id\": canister_id, \"settings\": { \"controllers\": None, \"compute_allocation\": 1, \"memory_allocation\": 3_000_000, \"freezing_threshold\": 2_000_000, }, } ) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Management Canister » update_settings » update_settings","id":"154","title":"update_settings"},"155":{"body":"stable structures stable bytes stable grow stable read stable size stable write stable64 grow stable64 read stable64 size stable64 write","breadcrumbs":"Reference » Stable Memory » Stable Memory","id":"155","title":"Stable Memory"},"156":{"body":"This section is a work in progress. Examples: audio_recorder ethereum_json_rpc func_types http_counter persistent-storage pre_and_post_upgrade stable_structures from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values()","breadcrumbs":"Reference » Stable Memory » stable structures » stable structures","id":"156","title":"stable structures"},"157":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, query @query\ndef stable_bytes() -> blob: return ic.stable_bytes()","breadcrumbs":"Reference » Stable Memory » stable bytes » stable bytes","id":"157","title":"stable bytes"},"158":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, StableGrowResult, update @update\ndef stable_grow(new_pages: nat32) -> StableGrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable grow » stable grow","id":"158","title":"stable grow"},"159":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, query @query\ndef stable_read(offset: nat32, length: nat32) -> blob: return ic.stable_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable read » stable read","id":"159","title":"stable read"},"16":{"body":"Assuming you're starting completely from scratch, run these commands to setup your project's directory and file structure: mkdir kybra_hello_world\ncd kybra_hello_world mkdir src touch src/main.py\ntouch dfx.json Now create and source a virtual environment: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate Now install Kybra and the Kybra dfx extension: pip install kybra\npython -m kybra install-dfx-extension Open up kybra_hello_world in your text editor (we recommend VS Code with the Microsoft Python extension ).","breadcrumbs":"Hello World » The project directory and file structure","id":"16","title":"The project directory and file structure"},"160":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat32, query @query\ndef stable_size() -> nat32: return ic.stable_size()","breadcrumbs":"Reference » Stable Memory » stable size » stable size","id":"160","title":"stable size"},"161":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat32, update, void @update\ndef stable_write(offset: nat32, buf: blob) -> void: ic.stable_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable write » stable write","id":"161","title":"stable write"},"162":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, Stable64GrowResult, update @update\ndef stable_grow(new_pages: nat64) -> Stable64GrowResult: return ic.stable_grow(new_pages)","breadcrumbs":"Reference » Stable Memory » stable64 grow » stable64 grow","id":"162","title":"stable64 grow"},"163":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, query @query\ndef stable64_read(offset: nat64, length: nat64) -> blob: return ic.stable64_read(offset, length)","breadcrumbs":"Reference » Stable Memory » stable64 read » stable64 read","id":"163","title":"stable64 read"},"164":{"body":"This section is a work in progress. Examples: stable_memory from kybra import ic, nat64, query @query\ndef stable64_size() -> nat64: return ic.stable64_size()","breadcrumbs":"Reference » Stable Memory » stable64 size » stable64 size","id":"164","title":"stable64 size"},"165":{"body":"This section is a work in progress. Examples: stable_memory from kybra import blob, ic, nat64, update, void @update\ndef stable64_write(offset: nat64, buf: blob) -> void: ic.stable64_write(offset, buf)","breadcrumbs":"Reference » Stable Memory » stable64 write » stable64 write","id":"165","title":"stable64 write"},"166":{"body":"clear timer set timer set timer interval","breadcrumbs":"Reference » Timers » Timers","id":"166","title":"Timers"},"167":{"body":"This section is a work in progress. Examples: timers from kybra import ic, TimerId, update, void @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\")","breadcrumbs":"Reference » Timers » clear timer » clear timer","id":"167","title":"clear timer"},"168":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) @update\ndef set_timer(delay: Duration) -> TimerId: return ic.set_timer(delay, timer_callback) def timer_callback(): ic.print(\"timer_callback\")","breadcrumbs":"Reference » Timers » set timer » set timer","id":"168","title":"set timer"},"169":{"body":"This section is a work in progress. Examples: timers from kybra import ( Duration, ic, TimerId, update,\n) counter = 0 @update\ndef set_timer_interval(interval: Duration) -> TimerId: return ic.set_timer_interval(interval, timer_callback) def timer_callback(): global counter counter += 1 ic.print(f\"timer_callback: {counter}\")","breadcrumbs":"Reference » Timers » set timer interval » set timer interval","id":"169","title":"set timer interval"},"17":{"body":"Here's the main code of the project, which you should put in the kybra_hello_world/src/main.py file of your canister: from kybra import query, update, void # This is a global variable that is stored on the heap\nmessage: str = '' # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted Let's discuss each section of the code. from kybra import query, update, void The code starts off by importing the query and update decorators from kybra, along with the void type. The kybra module provides most of the Internet Computer (IC) APIs for your canister. # This is a global variable that is stored on the heap\nmessage: str = '' We have created a global variable to store the state of our application. This variable is in scope to all of the functions defined in this module. We have annotated it with a type and set it equal to an empty string. # Query calls complete quickly because they do not go through consensus\n@query\ndef get_message() -> str: return message We are exposing a canister query method here. When query methods are called they execute quickly because they do not have to go through consensus. This method simply returns our global message variable. # Update calls take a few seconds to complete\n# This is because they persist state changes and go through consensus\n@update\ndef set_message(new_message: str) -> void: global message message = new_message # This change will be persisted We are exposing an update method here. When update methods are called they take a few seconds to complete. This is because they persist changes and go through consensus. A majority of nodes in a subnet must agree on all state changes introduced in calls to update methods. This method accepts a string from the caller and will store it in our global message variable. That's it! We've created a very simple getter/setter Hello World application. But no Hello World project is complete without actually yelling Hello world! To do that, we'll need to setup the rest of our project.","breadcrumbs":"Hello World » main.py","id":"17","title":"main.py"},"18":{"body":"Create the following in kybra_hello_world/dfx.json: { \"canisters\": { \"kybra_hello_world\": { \"type\": \"kybra\", \"main\": \"src/main.py\" } }\n}","breadcrumbs":"Hello World » dfx.json","id":"18","title":"dfx.json"},"19":{"body":"Let's deploy to our local replica. First startup the replica: dfx start --background If you want an extra speedy deploy: dfx start --background --artificial-delay 0 Then deploy the canister: dfx deploy If you have problems deploying see Common deployment issues .","breadcrumbs":"Hello World » Local deployment","id":"19","title":"Local deployment"},"2":{"body":"Kybra may have unknown security vulnerabilities due to the following: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython","breadcrumbs":"Kybra (Beta) » Disclaimer","id":"2","title":"Disclaimer"},"20":{"body":"Once we've deployed we can ask for our message: dfx canister call kybra_hello_world get_message We should see (\"\") representing an empty message. Now let's yell Hello World!: dfx canister call kybra_hello_world set_message '(\"Hello World!\")' Retrieve the message: dfx canister call kybra_hello_world get_message We should see (\"Hello World!\").","breadcrumbs":"Hello World » Interacting with your canister from the command line","id":"20","title":"Interacting with your canister from the command line"},"21":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: kybra_hello_world: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai or the equivalent URL from your terminal to access the web UI and interact with your canister.","breadcrumbs":"Hello World » Interacting with your canister from the web UI","id":"21","title":"Interacting with your canister from the web UI"},"22":{"body":"Starting the local replica Deploying to the local replica Interacting with your canister Deploying to mainnet Common deployment issues There are two main Internet Computer (IC) environments that you will generally interact with: the local replica and mainnet. When developing on your local machine, our recommended flow is to start up a local replica in your project's root directoy and then deploy to it for local testing.","breadcrumbs":"Deployment » Deployment","id":"22","title":"Deployment"},"23":{"body":"Open a terminal and navigate to your project's root directory: dfx start Alternatively you can start the local replica as a background process: dfx start --background If you want extra speedy deploys: dfx start --artificial-delay 0 or dfx start --background --artificial-delay 0 If you want to stop a local replica running in the background: dfx stop If you ever see this error after dfx stop: Error: Failed to kill all processes. Remaining: 627221 626923 627260 Then try this: sudo kill -9 627221\nsudo kill -9 626923\nsudo kill -9 627260 If your replica starts behaving strangely, we recommend starting the replica clean, which will clean the dfx state of your project: dfx start --clean","breadcrumbs":"Deployment » Starting the local replica","id":"23","title":"Starting the local replica"},"24":{"body":"To deploy all canisters defined in your dfx.json: dfx deploy To deploy an individual canister: dfx deploy canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to the local replica","id":"24","title":"Deploying to the local replica"},"25":{"body":"As a developer you can generally interact with your canister in three ways: dfx command line dfx web UI @dfinity/agent","breadcrumbs":"Deployment » Interacting with your canister","id":"25","title":"Interacting with your canister"},"26":{"body":"You can see a more complete reference here . The commands you are likely to use most frequently are: # assume a canister named my_canister # builds and deploys all canisters specified in dfx.json\ndfx deploy # builds all canisters specified in dfx.json\ndfx build # builds and deploys my_canister\ndfx deploy my_canister # builds my_canister\ndfx build my_canister # removes the Wasm binary and state of my_canister\ndfx uninstall-code my_canister # calls the method_name method on my_canister with a string argument\ndfx canister call my_canister method_name '(\"This is a Candid string argument\")'","breadcrumbs":"Deployment » dfx command line","id":"26","title":"dfx command line"},"27":{"body":"After deploying your canister, you should see output similar to the following in your terminal: Deployed canisters.\nURLs: Backend canister via Candid interface: my_canister: http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai Open up http://127.0.0.1:8000/?canisterId=ryjl3-tyaaa-aaaaa-aaaba-cai&id=rrkah-fqaaa-aaaaa-aaaaq-cai to access the web UI.","breadcrumbs":"Deployment » dfx web UI","id":"27","title":"dfx web UI"},"28":{"body":"@dfinity/agent is the TypeScript/JavaScript client library for interacting with canisters on the IC. If you are building a client web application, this is probably what you'll want to use. There are other agents for other languages as well: Java Python Rust","breadcrumbs":"Deployment » @dfinity/agent","id":"28","title":"@dfinity/agent"},"29":{"body":"Assuming you are setup with cycles , then you are ready to deploy to mainnet. To deploy all canisters defined in your dfx.json: dfx deploy --network ic To deploy an individual canister: dfx deploy --network ic canister_name If you have problems deploying see Common deployment issues .","breadcrumbs":"Deployment » Deploying to mainnet","id":"29","title":"Deploying to mainnet"},"3":{"body":"We hope to get to a production-ready 1.0 in 2025. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits","breadcrumbs":"Kybra (Beta) » Roadmap","id":"3","title":"Roadmap"},"30":{"body":"If you run into an error during deployment, try the following: Ensure that you have followed the instructions correctly in the installation chapter , especially noting the common installation issues Ensure that you have created and activated your virtual environment, and that you have done the following from within that virtual environment: installed Kybra, installed the Kybra dfx extension, and run dfx deploy: ~/.pyenv/versions/3.10.7/bin/python -m venv venv\nsource venv/bin/activate\npip install kybra\npython -m kybra install-dfx-extension\ndfx deploy Look for more error output by adding the KYBRA_VERBOSE=true environment variable to dfx deploy like so: KYBRA_VERBOSE=true dfx deploy Look for errors in each of the files in ~/.config/kybra/[kybra_version]/logs If the problem is still not resolved, reach out with any error outputs in the Discord channel","breadcrumbs":"Deployment » Common deployment issues","id":"30","title":"Common deployment issues"},"31":{"body":"Kybra has many example projects showing nearly all Kybra APIs. They can be found in the examples directory of the Kybra GitHub repository . We'll highlight a few of them here: Query Update Primitive Types Stable Structures Cycles Cross Canister Calls Management Canister Outgoing HTTP Requests Incoming HTTP Requests Pre and Post Upgrade Timers","breadcrumbs":"Examples » Examples","id":"31","title":"Examples"},"32":{"body":"The Internet Computer (IC) is a decentralized cloud platform. Actually, it is better thought of as a progressively decentralizing cloud platform. Its full vision is yet to be fulfilled. It aims to be owned and operated by many independent entities in many geographies and legal jurisdictions throughout the world. This is in opposition to most traditional cloud platforms today, which are generally owned and operated by one overarching legal entity. The IC is composed of computer hardware nodes running the IC protocol software. Each running IC protocol software process is known as a replica. Nodes are assigned into groups known as subnets. Each subnet attempts to maximize its decentralization of nodes according to factors such as data center location and node operator independence. The subnets vary in size. Generally speaking the larger the size of the subnet the more secure it will be. Subnets currently range in size from 13 to 40 nodes, with most subnets having 13 nodes. IC applications, known as canisters, are deployed to specific subnets. They are then accessible through Internet Protocol requests such as HTTP. Each subnet replicates all canisters across all of its replicas. A consensus protocol is run by the replicas to ensure Byzantine Fault Tolerance . View the IC Dashboard to explore all data centers, subnets, node operators, and many other aspects of the IC.","breadcrumbs":"Internet Computer Overview » Internet Computer Overview","id":"32","title":"Internet Computer Overview"},"33":{"body":"Canisters are Internet Computer (IC) applications. They are the encapsulation of your code and state, and are essentially Wasm modules. State can be stored on the 4 GiB heap or in a larger 96 GiB location called stable memory. You can store state on the heap using your language's native global variables. You can store state in stable memory using low-level APIs or special stable data structures that behave similarly to native language data structures. State changes must go through a process called consensus. The consensus process ensures that state changes are Byzantine Fault Tolerant . This process takes a few seconds to complete. Operations on canister state are exposed to users through canister methods. These methods can be invoked through HTTP requests. Query methods allow state to be read and are low-latency. Update methods allow state to be changed and are higher-latency. Update methods take a few seconds to complete because of the consensus process.","breadcrumbs":"Canisters Overview » Canisters Overview","id":"33","title":"Canisters Overview"},"34":{"body":"","breadcrumbs":"Query Methods » Query Methods","id":"34","title":"Query Methods"},"35":{"body":"Decorate functions with @query Read-only Executed on a single node No consensus Latency on the order of ~100 milliseconds 5 billion Wasm instruction limit 4 GiB heap limit ~32k queries per second per canister The most basic way to expose your canister's functionality publicly is through a query method. Here's an example of a simple query method: from kybra import query @query\ndef get_string() -> str: return \"This is a query method!\" get_string can be called from the outside world through the IC's HTTP API. You'll usually invoke this API from the dfx command line, dfx web UI, or an agent . From the dfx command line you can call it like this: dfx canister call my_canister get_string Query methods are read-only. They do not persist any state changes. Take a look at the following example: from kybra import query, void db = {} @query\ndef set(key: str, value: str) -> void: db[key] = value Calling set will perform the operation of setting the key item on the db dictionary to value, but after the call finishes that change will be discarded. This is because query methods are executed on a single node machine and do not go through consensus . This results in lower latencies, perhaps on the order of 100 milliseconds. There is a limit to how much computation can be done in a single call to a query method. The current query call limit is 5 billion Wasm instructions . Here's an example of a query method that runs the risk of reaching the limit: from kybra import nat32, query @query\ndef pyramid(levels: nat32) -> str: levels_array = [0 for _ in range(levels)] asterisk_array = [ [\"*\" for _ in range(i + 1)] + [\"\\n\"] for i in range(len(levels_array)) ] flattened_array = [element for subarray in asterisk_array for element in subarray] return \"\".join(flattened_array) From the dfx command line you can call pyramid like this: dfx canister call my_canister pyramid '(600)' With an argument of 600, pyramid will fail with an error ...exceeded the instruction limit for single message execution. Keep in mind that each query method invocation has up to 4 GiB of heap available. In terms of query scalability, an individual canister likely has an upper bound of ~36k queries per second .","breadcrumbs":"Query Methods » TLDR","id":"35","title":"TLDR"},"36":{"body":"","breadcrumbs":"Update Methods » Update Methods","id":"36","title":"Update Methods"},"37":{"body":"Annotate functions with @update Read-write Executed on many nodes Consensus Latency ~2-5 seconds 20 billion Wasm instruction limit 4 GiB heap limit 96 GiB stable memory limit ~900 updates per second per canister Update methods are similar to query methods, but state changes can be persisted. Here's an example of a simple update method: from kybra import nat64, update counter = 0 @update\ndef increment() -> nat64: global counter counter += 1 return counter Calling increment will increase the value of counter by 1 and then return its current value. Because counter is a global variable, the change will be persisted to the heap, and subsequent query and update calls will have access to the new counter value. Because the Internet Computer (IC) persists changes with certain fault tolerance guarantees, update calls are executed on many nodes and go through consensus . This leads to latencies of ~2-5 seconds per update call. Due to the latency and other expenses involved with update methods, it is best to use them only when necessary. Look at the following example: from kybra import query, update, void message = \"\" @query\ndef get_message() -> str: return message @update\ndef set_message(new_message: str) -> void: global message message = new_message You'll notice that we use an update method, set_message, only to perform the change to the global message variable. We use get_message, a query method, to read the message. Keep in mind that the heap is limited to 4 GiB, and thus there is an upper bound to global variable storage capacity. You can imagine how a simple database like the following would eventually run out of memory with too many entries: from kybra import Opt, query, update, void db: dict[str, str] = {} @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db[key] = value If you need more than 4 GiB of storage, consider taking advantage of the 96 GiB of stable memory. Stable structures like StableBTreeMap give you a nice API for interacting with stable memory. These data structures will be covered in more detail later . Here's a simple example: from kybra import Opt, query, StableBTreeMap, update, void db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) So far we have only seen how state changes can be persisted. State changes can also be discarded by implicit or explicit traps. A trap is an immediate stop to execution with the ability to provide a message to the execution environment. Traps can be useful for ensuring that multiple operations are either all completed or all disregarded, or in other words atomic. Keep in mind that these guarantees do not hold once cross-canister calls are introduced, but that's a more advanced topic covered later . Here's an example of how to trap and ensure atomic changes to your database: from kybra import ic, Opt, query, Record, StableBTreeMap, update, Vec, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=10, max_value_size=10) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(entries: Vec[Entry]) -> void: for entry in entries: if entry[\"key\"] == \"trap\": ic.trap(\"explicit trap\") db.insert(entry[\"key\"], entry[\"value\"]) In addition to ic.trap, an explicit Python raise or any unhandled exception will also trap. There is a limit to how much computation can be done in a single call to an update method. The current update call limit is 20 billion Wasm instructions . If we modify our database example, we can introduce an update method that runs the risk of reaching the limit: from kybra import nat64, Opt, query, Record, StableBTreeMap, update, void class Entry(Record): key: str value: str db = StableBTreeMap[str, str](memory_id=0, max_key_size=1_000, max_value_size=1_000) @query\ndef get(key: str) -> Opt[str]: return db.get(key) @update\ndef set(key: str, value: str) -> void: db.insert(key, value) @update\ndef set_many(num_entries: nat64) -> void: for i in range(num_entries): db.insert(str(i), str(i)) From the dfx command line you can call set_many like this: dfx canister call my_canister set_many '(100_000)' With an argument of 100_000, set_many will fail with an error ...exceeded the instruction limit for single message execution. In terms of update scalability, an individual canister likely has an upper bound of ~900 updates per second .","breadcrumbs":"Update Methods » TLDR","id":"37","title":"TLDR"},"38":{"body":"text blob nat nat64 nat32 nat16 nat8 int int64 int32 int16 int8 float64 float32 bool null vec opt record variant func service principal reserved empty Candid is an interface description language created by DFINITY . It can be used to define interfaces between services (canisters), allowing canisters and clients written in various languages to easily interact with each other. Kybra allows you to express Candid types through a combination of native and Kybra-provided Python types. These types will be necessary in various places as you define your canister. For example, Candid types must be used when defining the parameters and return types of your query and update methods. It's important to note that the Candid types are represented at runtime using specific Python data structures that may differ in behavior from the description of the actual Candid type. For example, a float32 Candid type is a Python float , a nat64 is a Python int , and an int is also a Python int . Keep this in mind as it may result in unexpected behavior. Each Candid type and its equivalent Python runtime value is explained in more detail in this chapter. A reference of all Candid types available on the Internet Computer (IC) can be found here . The following is a simple example showing how to import and use most of the Candid types available in Kybra: from kybra import ( blob, float64, float32, Func, int8, int16, int32, int64, nat, nat8, nat16, nat32, nat64, null, Opt, Principal, query, Query, Record, Service, service_query, service_update, Variant, Vec,\n) class Candid(Record): text: str blob: blob nat: nat nat64: nat64 nat32: nat32 nat16: nat16 nat8: nat8 int: int int64: int64 int32: int32 int16: int16 int8: int8 float64: float64 float32: float32 bool: bool null: null vec: Vec[str] opt: Opt[\"nat\"] record: \"CandidRecord\" variant: \"CandidVariant\" func: \"CandidFunc\" service: \"MyService\" principal: Principal class CandidRecord(Record): first_name: str last_name: str age: nat8 class CandidVariant(Variant, total=False): Tag1: null Tag2: null Tag3: int class MyService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... CandidFunc = Func(Query[[], Candid]) @query\ndef candid_types() -> Candid: return { \"text\": \"text\", \"blob\": bytes(), \"nat\": 340_282_366_920_938_463_463_374_607_431_768_211_455, \"nat64\": 18_446_744_073_709_551_615, \"nat32\": 4_294_967_295, \"nat16\": 65_535, \"nat8\": 255, \"int\": 170_141_183_460_469_231_731_687_303_715_884_105_727, \"int64\": 9_223_372_036_854_775_807, \"int32\": 2_147_483_647, \"int16\": 32_767, \"int8\": 127, \"float64\": 0.0, \"float32\": 0.0, \"bool\": True, \"null\": None, \"vec\": [\"has one element\"], \"opt\": None, \"record\": {\"first_name\": \"John\", \"last_name\": \"Doe\", \"age\": 35}, \"variant\": {\"Tag1\": None}, \"func\": (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"candid_types\"), \"service\": MyService(Principal.from_str(\"aaaaa-aa\")), \"principal\": Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), } Calling candid_types with dfx will return: ( record { \"int\" = 170_141_183_460_469_231_731_687_303_715_884_105_727 : int; \"nat\" = 340_282_366_920_938_463_463_374_607_431_768_211_455 : nat; \"opt\" = null; \"vec\" = vec { \"has one element\" }; \"service\" = service \"aaaaa-aa\"; \"principal\" = principal \"ryjl3-tyaaa-aaaaa-aaaba-cai\"; \"blob\" = vec {}; \"bool\" = true; \"func\" = func \"rrkah-fqaaa-aaaaa-aaaaq-cai\".candid_types; \"int8\" = 127 : int8; \"nat8\" = 255 : nat8; \"null\" = null : null; \"text\" = \"text\"; \"nat16\" = 65_535 : nat16; \"nat32\" = 4_294_967_295 : nat32; \"nat64\" = 18_446_744_073_709_551_615 : nat64; \"int16\" = 32_767 : int16; \"int32\" = 2_147_483_647 : int32; \"int64\" = 9_223_372_036_854_775_807 : int64; \"variant\" = variant { Tag1 }; \"float32\" = 0 : float32; \"float64\" = 0 : float64; \"record\" = record { age = 35 : nat8; first_name = \"John\"; last_name = \"Doe\"; }; },\n) text The Python type str and the Kybra type text both correspond to the Candid type text and will become a Python str at runtime. Python: from kybra import ic, query @query\ndef get_string() -> str: return \"Hello world!\" @query\ndef print_string(string: str) -> str: ic.print(type(string)) return string Candid: service: { \"get_string\": () -> (text) query; \"print_string\": (text) -> (text) query;\n} blob The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n} nat The Kybra type nat corresponds to the Candid type nat and will become a Python int at runtime. Python: from kybra import ic, nat, query @query\ndef get_nat() -> nat: return 340_282_366_920_938_463_463_374_607_431_768_211_455 @query\ndef print_nat(nat: nat) -> nat: ic.print(type(nat)) return nat Candid: service: { \"get_nat\": () -> (nat) query; \"print_nat\": (nat) -> (nat) query;\n} nat64 The Kybra type nat64 corresponds to the Candid type nat64 and will become a Python int at runtime. Python: from kybra import ic, nat64, query @query\ndef get_nat64() -> nat64: return 18_446_744_073_709_551_615 @query\ndef print_nat64(nat64: nat64) -> nat64: ic.print(type(nat64)) return nat64 Candid: service: { \"get_nat64\": () -> (nat64) query; \"print_nat64\": (nat64) -> (nat64) query;\n} nat32 The Kybra type nat32 corresponds to the Candid type nat32 and will become a Python int at runtime. Python: from kybra import ic, nat32, query @query\ndef get_nat32() -> nat32: return 4_294_967_295 @query\ndef print_nat32(nat32: nat32) -> nat32: ic.print(type(nat32)) return nat32 Candid: service: { \"get_nat32\": () -> (nat32) query; \"print_nat32\": (nat32) -> (nat32) query;\n} nat16 The Kybra type nat16 corresponds to the Candid type nat16 and will become a Python int at runtime. Python: from kybra import ic, nat16, query @query\ndef get_nat16() -> nat16: return 65_535 @query\ndef print_nat16(nat16: nat16) -> nat16: ic.print(type(nat16)) return nat16 Candid: service: { \"get_nat16\": () -> (nat16) query; \"print_nat16\": (nat16) -> (nat16) query;\n} nat8 The Kybra type nat8 corresponds to the Candid type nat8 and will become a Python int at runtime. Python: from kybra import ic, nat8, query @query\ndef get_nat8() -> nat8: return 255 @query\ndef print_nat8(nat8: nat8) -> nat8: ic.print(type(nat8)) return nat8 Candid: service: { \"get_nat8\": () -> (nat8) query; \"print_nat8\": (nat8) -> (nat8) query;\n} int The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n} int64 The Kybra type int64 corresponds to the Candid type int64 and will become a Python int at runtime. Python: from kybra import ic, int64, query @query\ndef get_int64() -> int64: return 9_223_372_036_854_775_807 @query\ndef print_int64(int64: int64) -> int64: ic.print(type(int64)) return int64 Candid: service: { \"get_int64\": () -> (int64) query; \"print_int64\": (int64) -> (int64) query;\n} int32 The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. Python: from kybra import ic, int32, query @query\ndef get_int32() -> int32: return 2_147_483_647 @query\ndef print_int32(int32: int32) -> int32: ic.print(type(int32)) return int32 Candid: service: { \"get_int32\": () -> (int32) query; \"print_int32\": (int32) -> (int32) query;\n} int16 The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n} int8 The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n} float64 The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n} float32 The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n} bool The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n} null The Kybra type null corresponds to the Candid type null and will become the Python Null Object at runtime. Python: from kybra import ic, null, query @query\ndef get_null() -> null: return None @query\ndef print_null(none: null) -> null: ic.print(type(none)) return none Candid: service: { \"get_null\": () -> (null) query; \"print_null\": (null) -> (null) query;\n} vec The Kybra type Vec corresponds to the Candid type vec and will become an array of the specified type at runtime. Python: from kybra import int32, query, Vec @query\ndef get_numbers() -> Vec[int32]: return [0, 1, 2, 3] Candid: service: { \"get_numbers\": () -> (vec int32) query;\n} Opt The Kybra type Opt corresponds to the Candid type opt and will become the enclosed Python type or None at runtime. Python: from kybra import Opt, query @query\ndef get_opt_some() -> Opt[bool]: return True @query\ndef get_opt_none() -> Opt[bool]: return None Candid: service: { \"get_opt_some\": () -> (opt bool) query; \"get_opt_none\": () -> (opt bool) query;\n} record Python classes that inherit from the Kybra type Record correspond to the Candid record type and will become Python TypedDicts at runtime. Python: from kybra import Record, Vec class Post(Record): id: str author: \"User\" text: str thread: \"Thread\" class Thread(Record): id: str author: \"User\" posts: Vec[Post] title: str class User(Record): id: str posts: Vec[Post] thread: Vec[Thread] username: str Candid: type Post = record { \"id\": text; \"author\": User; \"text\": text; \"thread\": Thread;\n}; type Thread = record { \"id\": text; \"author\": User; \"posts\": vec Post; \"title\": text;\n}; type User = record { \"id\": text; \"posts\": vec Post; \"threads\": vec Thread; \"username\": text;\n}; variant Python classes that inherit from the Kybra type Variant correspond to the Candid variant type and will become Python TypedDicts at runtime. Python: from kybra import nat32, null, Variant class ReactionType(Variant, total=False): Fire: null ThumbsUp: null ThumbsDown: null Emotion: \"Emotion\" Firework: \"Firework\" class Emotion(Variant, total=False): Happy: null Sad: null class Firework(Variant, total=False): Color: str NumStreaks: nat32 Candid: type ReactionType = variant { \"Fire\": null; \"ThumbsUp\": null; \"ThumbsDown\": null; \"Emotion\": Emotion; \"Firework\": Firework\n}; type Emotion = variant { \"Happy\": null; \"Sad\": null\n}; type Firework = record { \"Color\": text; \"NumStreaks\": nat32;\n}; func The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n} service Python classes that inherit from the Kybra type Service correspond to the Candid service type and will become child classes capable of creating instances that can perform cross-canister calls at runtime. Python: from kybra import ( Async, CallResult, Principal, query, Service, service_query, service_update, update,\n) class SomeService(Service): @service_query def query1(self) -> bool: ... @service_update def update1(self) -> str: ... @query\ndef get_service() -> SomeService: return SomeService(Principal.from_str(\"aaaaa-aa\")) @update\ndef call_service(service: SomeService) -> Async[str]: result: CallResult[str] = yield service.update1() if result.Err is not None: raise Exception(f\"call to service.update1 failed with: {result.Err}\") return result.Ok Candid: service { query1 : () -> (bool) query; update1 : () -> (text) } principal The Kybra type Principal corresponds to the Candid type principal and will become an ic-py Principal at runtime. Python: from kybra import ic, Principal, query @query\ndef get_principal() -> Principal: return Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\") @query\ndef print_principal(principal: Principal) -> Principal: ic.print(type(principal)) return principal Candid: service: { \"get_principal\": () -> (principal) query; \"print_principal\": (principal) -> (principal) query;\n} reserved The Kybra type reserved corresponds to the Candid type reserved and will become the Python Null Object at runtime. Python: from kybra import ic, query, reserved @query\ndef get_reserved() -> reserved: return \"anything\" @query\ndef print_reserved(reserved: reserved) -> reserved: ic.print(type(reserved)) return reserved Candid: service: { \"get_reserved\": () -> (reserved) query; \"print_reserved\": (reserved) -> (reserved) query;\n} empty The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query @query\ndef get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Candid » Candid","id":"38","title":"Candid"},"39":{"body":"","breadcrumbs":"Stable Structures » Stable Structures","id":"39","title":"Stable Structures"},"4":{"body":"Kybra is currently developed by Demergent Labs , a for-profit company with a grant from DFINITY . Demergent Labs' vision is to accelerate the adoption of Web3, the Internet Computer, and sustainable open source.","breadcrumbs":"Kybra (Beta) » Demergent Labs","id":"4","title":"Demergent Labs"},"40":{"body":"96 GiB of stable memory Persistent across upgrades Familiar API Must specify memory id Must specify maximum key size Must specify maximum value size No migrations per memory id Stable structures are data structures with familiar APIs that allow access to stable memory. Stable memory is a separate memory location from the heap that currently allows up to 96 GiB of storage. Stable memory persists automatically across upgrades. Persistence on the Internet Computer (IC) is very important to understand. When a canister is upgraded (its code is changed after being initially deployed) its heap is wiped. This includes all global variables. On the other hand, anything stored in stable memory will be preserved. Writing and reading to and from stable memory can be done with a low-level API , but it is generally easier and preferable to use stable structures. Kybra currently provides one stable structure called StableBTreeMap. It's similar to a Python dictionary or a map that you'd find in most languages, and has most of the common operations you'd expect such as reading, inserting, and removing values. Here's how to define a simple StableBTreeMap. Each StableBTreeMap must be defined in the global scope (not within any functions or objects etc): from kybra import nat8, StableBTreeMap map = StableBTreeMap[nat8, str](memory_id=0, max_key_size=100, max_value_size=1_000) This is a StableBTreeMap with a key of type nat8 and a value of type str. Key and value types can be any Candid type . This StableBTreeMap also has a memory id of 0, a maximum key size of 100 bytes and a maximum value size of 1_000 bytes. You must statically specify the memory id, maximum key size, and maximum value sizes (they cannot be variables). The memory id can be a number between 0 and 254, We hope to reduce the complexity around memory id in the future, and perhaps remove the need to specify it entirely. Each StableBTreeMap instance must have a unique memory id. Once a memory id is allocated, it cannot be used with a different StableBTreeMap. This means you can't create another StableBTreeMap using the same memory id, and you can't change the key or value types of an existing StableBTreeMap. This problem will be addressed . Here's an example showing all of the basic StableBTreeMap operations: from kybra import ( Alias, nat64, nat8, Opt, query, StableBTreeMap, Tuple, update, Vec,\n) Key = Alias[nat8]\nValue = Alias[str] map = StableBTreeMap[Key, Value](memory_id=0, max_key_size=100, max_value_size=1_000) @query\ndef contains_key(key: Key) -> bool: return map.contains_key(key) @query\ndef get(key: Key) -> Opt[Value]: return map.get(key) @update\ndef insert(key: Key, value: Value) -> Opt[Value]: return map.insert(key, value) @query\ndef is_empty() -> bool: return map.is_empty() @query\ndef items() -> Vec[Tuple[Key, Value]]: return map.items() @query\ndef keys() -> Vec[Key]: return map.keys() @query\ndef len() -> nat64: return map.len() @update\ndef remove(key: Key) -> Opt[Value]: return map.remove(key) @query\ndef values() -> Vec[Value]: return map.values() With these basic operations you can build more complex CRUD database applications: import secrets from kybra import ( blob, ic, nat64, Opt, Principal, query, Record, StableBTreeMap, update, Variant, Vec,\n) class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) @update\ndef create_user(username: str) -> User: id = generate_id() user: User = { \"id\": id, \"created_at\": ic.time(), \"recording_ids\": [], \"username\": username, } users.insert(user[\"id\"], user) return user @query\ndef read_users() -> Vec[User]: return users.values() @query\ndef read_user_by_id(id: Principal) -> Opt[User]: return users.get(id) class DeleteUserResult(Variant, total=False): Ok: User Err: \"DeleteUserErr\" class DeleteUserErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef delete_user(id: Principal) -> DeleteUserResult: user = users.get(id) if user is None: return {\"Err\": {\"UserDoesNotExist\": id}} for recording_id in user[\"recording_ids\"]: recordings.remove(recording_id) users.remove(user[\"id\"]) return {\"Ok\": user} class CreateRecordingResult(Variant, total=False): Ok: Recording Err: \"CreateRecordingErr\" class CreateRecordingErr(Variant, total=False): UserDoesNotExist: Principal @update\ndef create_recording( audio: blob, name: str, user_id: Principal\n) -> CreateRecordingResult: user = users.get(user_id) if user is None: return {\"Err\": {\"UserDoesNotExist\": user_id}} id = generate_id() recording: Recording = { \"id\": id, \"audio\": audio, \"created_at\": ic.time(), \"name\": name, \"user_id\": user_id, } recordings.insert(recording[\"id\"], recording) updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": [*user[\"recording_ids\"], recording[\"id\"]], } users.insert(updated_user[\"id\"], updated_user) return {\"Ok\": recording} @query\ndef read_recordings() -> Vec[Recording]: return recordings.values() @query\ndef read_recording_by_id(id: Principal) -> Opt[Recording]: return recordings.get(id) class DeleteRecordingResult(Variant, total=False): Ok: Recording Err: \"DeleteRecordingError\" class DeleteRecordingError(Variant, total=False): RecordingDoesNotExist: Principal UserDoesNotExist: Principal @update\ndef delete_recording(id: Principal) -> DeleteRecordingResult: recording = recordings.get(id) if recording is None: return {\"Err\": {\"RecordingDoesNotExist\": id}} user = users.get(recording[\"user_id\"]) if user is None: return {\"Err\": {\"UserDoesNotExist\": recording[\"user_id\"]}} updated_user: User = { \"id\": user[\"id\"], \"created_at\": user[\"created_at\"], \"username\": user[\"username\"], \"recording_ids\": list( filter( lambda recording_id: recording_id.to_str() != recording[\"id\"].to_str(), user[\"recording_ids\"], ) ), } users.insert(updated_user[\"id\"], updated_user) recordings.remove(id) return {\"Ok\": recording} def generate_id() -> Principal: random_bytes = secrets.token_bytes(29) return Principal.from_hex(random_bytes.hex()) The example above shows a very basic audio recording backend application. There are two types of entities that need to be stored, User and Recording. These are represented as Candid records. Each entity gets its own StableBTreeMap: from kybra import blob, nat64, Principal, Record, StableBTreeMap, Vec class User(Record): id: Principal created_at: nat64 recording_ids: Vec[Principal] username: str class Recording(Record): id: Principal audio: blob created_at: nat64 name: str user_id: Principal users = StableBTreeMap[Principal, User]( memory_id=0, max_key_size=38, max_value_size=100_000\n)\nrecordings = StableBTreeMap[Principal, Recording]( memory_id=1, max_key_size=38, max_value_size=5_000_000\n) Notice that each StableBTreeMap has a unique memory id. The maximum key and value sizes are also set according to the expected application usage. You can figure out the appropriate maximum key and value sizes by reasoning about your application and engaging in some trial and error using the insert method. Calling insert on a StableBTreeMap will throw an error which in some cases will have the information that you need to determine the maximum key or value size. If you attempt to insert a key or value that is too large, the KeyTooLarge and ValueTooLarge errors will show you the size of the value that you attempted to insert. You can increase the maximum key or value size based on the information you receive from the KeyTooLarge and ValueTooLarge errors and try inserting again. Thus through some trial and error you can whittle your way to a correct solution. In some cases all of your values will have an obvious static maximum size. In the audio recording example, trial and error revealed that Principal is most likely always 38 bytes, thus the maximum key size is set to 38. Maximum value sizes can be more tricky to figure out, especially if the values are records or variants with dynamic fields such as arrays. User has one such dynamic field, recording_ids. Since each recording id is a Principal, we know that each will take up 38 bytes. The other fields on User shouldn't take up too many bytes so we'll ignore them for our analysis. We've set the maximum value size of User to be 100_000 bytes. If we divide 100_00 by 38, we get ~2_631. This will result in each user being able to store around that many recordings. That's acceptable for our example, and so we'll go with it. As for Recording, the largest dynamic field is audio, which will be the actual bytes of the audio recording. We've set the maximum value size here to 5_000_000, which should allow for recordings of ~5 MB in size. That seems reasonable for our example, and so we'll go with it. As you can see, finding the correct maximum key and value sizes is a bit of an art right now. Combining some trial and error with reasoning about your specific application should get you a working solution in most cases. It's our hope that the need to specify maximum key and value sizes will be removed in the future.","breadcrumbs":"Stable Structures » TLDR","id":"40","title":"TLDR"},"41":{"body":"","breadcrumbs":"Stable Structures » Caveats","id":"41","title":"Caveats"},"42":{"body":"You should be wary when using float64, float32, service, or func in any type that is a key for a stable structure. These types do not have the ability to be strictly ordered in all cases. service and func will have no order. float64 and float32 will treat NaN as less than any other type. These caveats may impact key performance.","breadcrumbs":"Stable Structures » Keys","id":"42","title":"Keys"},"43":{"body":"Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types heartbeat generators ledger_canister management_canister outgoing_http_requests threshold_ecdsa rejections timers whoami Canisters are generally able to call the query or update methods of other canisters in any subnet. We refer to these types of calls as cross-canister calls. A cross-canister call begins with a definition of the canister to be called, referred to as a service. Imagine a simple service called token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) @update\ndef transfer(to: Principal, amount: nat64) -> nat64: from_ = ic.caller() from_balance = accounts.get(from_) or 0 to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return amount Here's how you would create its service definition: from kybra import nat64, Principal, Service, service_update class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... Once you have a service definition you can instantiate it with the service's Principal and then invoke its methods. Here's how to instantiate TokenCanister: token_canister = TokenCanister( Principal.from_str('r7inp-6aaaa-aaaaa-aaabq-cai')\n) And here's a more complete example of a service called payout_canister that performs a cross-canister call to token_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}}) Notice that the token_canister.transfer method, because it is a cross-canister method, returns a CallResult. All cross-canister calls return CallResult, which has an Ok or Err property depending on if the cross-canister call was successful or not. The IC guarantees that cross-canister calls will return. This means that, generally speaking, you will always receive a CallResult. Kybra does not raise on cross-canister calls. Wrapping your cross-canister call in a try...except most likely won't do anything useful. Let's add to our example code and explore adding some practical result-based error-handling to stop people from stealing tokens. token_canister: from kybra import ic, nat64, Principal, StableBTreeMap, update, Variant accounts = StableBTreeMap[Principal, nat64]( memory_id=0, max_key_size=38, max_value_size=15\n) class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 @update\ndef transfer(to: Principal, amount: nat64) -> TransferResult: from_ = ic.caller() from_balance = accounts.get(from_) or 0 if from_balance < amount: return {\"Err\": {\"InsufficientBalance\": from_balance}} to_balance = accounts.get(to) or 0 accounts.insert(from_, from_balance - amount) accounts.insert(to, to_balance + amount) return {\"Ok\": amount} payout_canister: from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> \"TransferResult\": ... class TransferResult(Variant, total=False): Ok: nat64 Err: \"TransferError\" class TransferError(Variant, total=False): InsufficientBalance: nat64 token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: call_result: CallResult[TransferResult] = yield token_canister.transfer(to, amount) def handle_transfer_result_ok(transfer_result: TransferResult) -> PayoutResult: return match( transfer_result, { \"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": str(err)}, }, ) return match( call_result, { \"Ok\": handle_transfer_result_ok, \"Err\": lambda err: {\"Err\": err}, }, ) So far we have only shown a cross-canister call from an update method. Update methods can call other update methods or query methods (but not composite query methods as discussed below). If an update method calls a query method, that query method will be called in replicated mode. Replicated mode engages the consensus process, but for queries the state will still be discarded. Cross-canister calls can also be initiated from query methods. These are known as composite queries, and in Kybra they are simply query methods that return a generator using the Async type. Composite queries can call other composite query methods and regular query methods. Composite queries cannot call update methods. Here's an example of a composite query method: from kybra import ( Async, CallResult, match, Principal, query, Service, service_query, Variant,\n) class SomeCanister(Service): @service_query def query_for_boolean(self) -> bool: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class QuerySomeCanisterResult(Variant, total=False): Ok: bool Err: str @query\ndef query_some_canister() -> Async[QuerySomeCanisterResult]: call_result: CallResult[bool] = yield some_canister.query_for_boolean() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) You can expect cross-canister calls within the same subnet to take up to a few seconds to complete, and cross-canister calls across subnets take about double that time . If you don't need to wait for your cross-canister call to return, you can use notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().notify() If you need to send cycles with your cross-canister call, you can call with_cycles before calling call or notify: from kybra import ( null, Principal, query, RejectionCode, Service, service_update, Variant, void,\n) class SomeCanister(Service): @service_update def receive_notification(self) -> void: ... some_canister = SomeCanister(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) class ReceiveNotificationResult(Variant, total=False): Ok: null Err: RejectionCode @query\ndef send_notification() -> ReceiveNotificationResult: return some_canister.receive_notification().with_cycles(1_000_000).notify()","breadcrumbs":"Cross-canister » Cross-canister","id":"43","title":"Cross-canister"},"44":{"body":"This chapter is a work in progress.","breadcrumbs":"HTTP » HTTP","id":"44","title":"HTTP"},"45":{"body":"Examples: http_counter from kybra import blob, Func, nat16, Opt, query, Query, Record, Tuple, Variant, Vec class HttpRequest(Record): method: str url: str headers: Vec[\"Header\"] body: blob class HttpResponse(Record): status_code: nat16 headers: Vec[\"Header\"] body: blob streaming_strategy: Opt[\"StreamingStrategy\"] upgrade: Opt[bool] Header = Tuple[str, str] class StreamingStrategy(Variant): Callback: \"CallbackStrategy\" class CallbackStrategy(Record): callback: \"Callback\" token: \"Token\" Callback = Func(Query[[\"Token\"], \"StreamingCallbackHttpResponse\"]) class StreamingCallbackHttpResponse(Record): body: blob token: Opt[\"Token\"] class Token(Record): arbitrary_data: str @query\ndef http_request(req: HttpRequest) -> HttpResponse: return { \"status_code\": 200, \"headers\": [], \"body\": bytes(), \"streaming_strategy\": None, \"upgrade\": False, }","breadcrumbs":"HTTP » Incoming HTTP requests","id":"45","title":"Incoming HTTP requests"},"46":{"body":"Examples: ethereum_json_rpc outgoing_http_requests from kybra import ( Alias, Async, CallResult, ic, match, init, nat32, query, StableBTreeMap, update, void,\n)\nfrom kybra.canisters.management import ( HttpResponse, HttpTransformArgs, management_canister,\n) JSON = Alias[str] stable_storage = StableBTreeMap[str, str]( memory_id=0, max_key_size=20, max_value_size=1_000\n) @init\ndef init_(ethereum_url: str) -> void: stable_storage.insert(\"ethereum_url\", ethereum_url) @update\ndef eth_get_balance(ethereum_address: str) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBalance\",\"params\":[\"{ethereum_address}\",\"earliest\"],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @update\ndef eth_get_block_by_number(number: nat32) -> Async[JSON]: http_result: CallResult[HttpResponse] = yield management_canister.http_request( { \"url\": stable_storage.get(\"ethereum_url\") or \"\", \"max_response_bytes\": 2_000, \"method\": {\"post\": None}, \"headers\": [], \"body\": f'{{\"jsonrpc\":\"2.0\",\"method\":\"eth_getBlockByNumber\",\"params\":[\"{hex(number)}\", false],\"id\":1}}'.encode( \"utf-8\" ), \"transform\": {\"function\": (ic.id(), \"eth_transform\"), \"context\": bytes()}, } ).with_cycles(50_000_000) return match( http_result, {\"Ok\": lambda ok: ok[\"body\"].decode(\"utf-8\"), \"Err\": lambda err: ic.trap(err)}, ) @query\ndef eth_transform(args: HttpTransformArgs) -> HttpResponse: http_response = args[\"response\"] http_response[\"headers\"] = [] return http_response","breadcrumbs":"HTTP » Outgoing HTTP requests","id":"46","title":"Outgoing HTTP requests"},"47":{"body":"This chapter is a work in progress. You can access the management canister like this: from kybra import Async, blob, CallResult, match, update, Variant\nfrom kybra.canisters.management import management_canister class RandomBytesResult(Variant, total=False): Ok: blob Err: str @update\ndef random_bytes() -> Async[RandomBytesResult]: call_result: CallResult[blob] = yield management_canister.raw_rand() return match( call_result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}} ) See the management canister types for all methods and their parameter and return types. See the management canister reference section for more information.","breadcrumbs":"Management Canister » Management Canister","id":"47","title":"Management Canister"},"48":{"body":"This chapter is a work in progress. from kybra import ic, init, post_upgrade, pre_upgrade, void @init\ndef init_() -> void: ic.print(\"runs on first canister install\") @pre_upgrade\ndef pre_upgrade_() -> void: ic.print(\"runs before canister upgrade\") @post_upgrade\ndef post_upgrade_() -> void: ic.print(\"runs after canister upgrade\")","breadcrumbs":"Canister Lifecycle » Canister Lifecycle","id":"48","title":"Canister Lifecycle"},"49":{"body":"This chapter is a work in progress. from kybra import ( Async, blob, CallResult, Duration, ic, match, nat8, query, Record, TimerId, update, void,\n)\nfrom kybra.canisters.management import management_canister class StatusReport(Record): single: bool inline: nat8 capture: str repeat: nat8 single_cross_canister: blob repeat_cross_canister: blob class TimerIds(Record): single: TimerId inline: TimerId capture: TimerId repeat: TimerId single_cross_canister: TimerId repeat_cross_canister: TimerId status: StatusReport = { \"single\": False, \"inline\": 0, \"capture\": \"\", \"repeat\": 0, \"single_cross_canister\": bytes(), \"repeat_cross_canister\": bytes(),\n} @update\ndef clear_timer(timer_id: TimerId) -> void: ic.clear_timer(timer_id) ic.print(f\"timer {timer_id} cancelled\") @update\ndef set_timers(delay: Duration, interval: Duration) -> TimerIds: captured_value = \"🚩\" single_id = ic.set_timer(delay, one_time_timer_callback) # Note: You cannot set global variables from within a lambda but you can # call a function that sets a global variable. So we've moved the \"setting\" # functionality out into helper functions while the printing is kept here in # the lambda. inline_id = ic.set_timer( delay, lambda: update_inline_status() or ic.print(\"Inline timer called\"), ) capture_id = ic.set_timer( delay, lambda: update_capture_status(captured_value) or ic.print(f\"Timer captured value: {captured_value}\"), ) repeat_id = ic.set_timer_interval(interval, repeat_timer_callback) single_cross_canister_id = ic.set_timer(delay, single_cross_canister_timer_callback) repeat_cross_canister_id = ic.set_timer_interval( interval, repeat_cross_canister_timer_callback ) return { \"single\": single_id, \"inline\": inline_id, \"capture\": capture_id, \"repeat\": repeat_id, \"single_cross_canister\": single_cross_canister_id, \"repeat_cross_canister\": repeat_cross_canister_id, } @query\ndef status_report() -> StatusReport: return status def one_time_timer_callback(): status[\"single\"] = True ic.print(\"one_time_timer_callback called\") def repeat_timer_callback(): status[\"repeat\"] += 1 ic.print(f\"Repeating timer. Call {status['repeat']}\") def update_inline_status(): status[\"inline\"] = 1 def update_capture_status(value: str): status[\"capture\"] = value def single_cross_canister_timer_callback() -> Async[void]: ic.print(\"single_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"single_cross_canister\"] = ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)}) def repeat_cross_canister_timer_callback() -> Async[void]: ic.print(\"repeat_cross_canister_timer_callback\") result: CallResult[blob] = yield management_canister.raw_rand() def handle_ok(ok: blob): status[\"repeat_cross_canister\"] += ok match(result, {\"Ok\": handle_ok, \"Err\": lambda err: ic.print(err)})","breadcrumbs":"Timers » Timers","id":"49","title":"Timers"},"5":{"body":"Kybra and the IC provide unique benefits and drawbacks, and both are not currently suitable for all application use-cases. The following information will help you to determine when Kybra and the IC might be beneficial for your use-case.","breadcrumbs":"Kybra (Beta) » Benefits and drawbacks","id":"5","title":"Benefits and drawbacks"},"50":{"body":"This chapter is a work in progress. Cycles are essentially units of computational resources such as bandwidth, memory, and CPU instructions. Costs are generally metered on the Internet Computer (IC) by cycles. You can see a breakdown of all cycle costs here . Currently queries do not have any cycle costs. Most important to you will probably be update costs. TODO break down some cycle scenarios maybe? Perhaps we should show some of our analyses for different types of applications. Maybe show how to send and receive cycles, exactly how to do it. Show all of the APIs for sending or receiving cycles? Perhaps we don't need to do that here, since each API will show this information. Maybe here we just show the basic concept of cycles, link to the main cycles cost page, and show a few examples of how to break down these costs or estimate these costs.","breadcrumbs":"Cycles » Cycles","id":"50","title":"Cycles"},"51":{"body":"","breadcrumbs":"Caveats » Caveats","id":"51","title":"Caveats"},"52":{"body":"Kybra is a beta project using a new Python interpreter. See the disclaimer for more information.","breadcrumbs":"Caveats » Unknown security vulnerabilities","id":"52","title":"Unknown security vulnerabilities"},"53":{"body":"Any PyPI packages or other Python code that relies on C extensions will not currently work. It is a major goal for us to support C extensions in the future.","breadcrumbs":"Caveats » No C extensions","id":"53","title":"No C extensions"},"54":{"body":"Kybra is probably ~7-20x less performant than what you would expect from CPython . We hope to eventually use CPython as Kybra's underlying Python interpreter.","breadcrumbs":"Caveats » Performance","id":"54","title":"Performance"},"55":{"body":"A bug in the RustPython interpreter means that dictionary unpacking should not be used until this issue is addressed.","breadcrumbs":"Caveats » Do not use dictionary unpacking","id":"55","title":"Do not use dictionary unpacking"},"56":{"body":"You should use ic.print instead of print.","breadcrumbs":"Caveats » print does not work","id":"56","title":"print does not work"},"57":{"body":"","breadcrumbs":"Caveats » Kybra types","id":"57","title":"Kybra types"},"58":{"body":"Make sure to use the from kybra syntax when importing types from the kybra module, and to not rename types with as: Correct: from kybra import Record class MyRecord(Record): prop1: str prop2: int Incorrect: import kybra class MyRecord(kybra.Record): prop1: str prop2: int Incorrect: from kybra import Record as RenamedRecord class MyRecord(RenamedRecord): prop1: str prop2: int We wish to improve this situation in the future to handle the many various ways of importing.","breadcrumbs":"Caveats » Imports","id":"58","title":"Imports"},"59":{"body":"You should treat Kybra types essentially as keywords, not creating types of the same name elsewhere in your codebase or in other libraries. Any types exported from this file should be treated thusly.","breadcrumbs":"Caveats » Treatment as keywords","id":"59","title":"Treatment as keywords"},"6":{"body":"Kybra intends to be a full Python environment for the IC (a decentralized cloud platform), with support for all of the Python language and as many relevant libraries and APIs as possible. One of the core benefits of Kybra is that it allows Python developers to bring their skills to the IC. As for the IC, we believe its main benefits can be broken down into the following categories: Ownership Security Developer Experience Most of these benefits stem from the decentralized nature of the IC, though the IC is best thought of as a progressively decentralizing cloud platform. As opposed to traditional cloud platforms, its goal is to be owned and controlled by many independent entities. Ownership Full-stack group ownership Autonomous ownership Permanent APIs Credible neutrality Reduced platform risk Full-stack group ownership The IC allows you to build applications that are controlled directly and only (with some caveats) by a group of people. This is in opposition to most cloud applications written today, which must be under the control of a very limited number of people and often a single legal entity that answers directly to a cloud provider, which itself is a single legal entity. In the blockchain world, group-owned applications are known as DAOs . As opposed to DAOs built on most blockchains, the IC allows full-stack applications to be controlled by groups. This means that the group fully controls the running instances of the frontend and the backend code. Autonomous ownership In addition to allowing applications to be owned by groups of people, the IC also allows applications to be owned by no one. This essentially creates autonomous applications or everlasting processes that execute indefinitely. The IC will allow such an application to run until it depletes its balance of cycles, or until the NNS votes to shut it down. Permanent APIs Because most web APIs are owned and operated by individual entities, their fate is tied to that of their owners. If their owners go out of business, then those APIs may cease to exist. If their owners decide that they do not like or agree with certain users, they may restrict their access. In the end, they may decide to shut down or restrict access for arbitrary reasons. Because the IC allows for group and autonomous ownership of cloud software, the IC is able to produce potentially permanent web APIs. A decentralized group of independent entities will find it difficult to censor API consumers or shut down an API. An autonomous API would take those difficulties to the extreme, as it would continue operating as long as consumers were willing to pay for it. Credible neutrality Group and autonomous ownership makes it possible to build neutral cloud software on the IC. This type of software would allow independent parties to coordinate with reduced trust in each other or a single third-party coordinator. This removes the risk of the third-party coordinator acting in its own self-interest against the interests of the coordinating participants. The coordinating participants would also find it difficult to implement changes that would benefit themselves to the detriment of other participants. Examples could include mobile app stores, ecommerce marketplaces, and podcast directories. Reduced platform risk Because the IC is not owned or controlled by any one entity or individual, the risk of being deplatformed is reduced. This is in opposition to most cloud platforms, where the cloud provider itself generally has the power to arbitrarily remove users from its platform. While deplatforming can still occur on the IC, the only endogenous means of forcefully taking down an application is through an NNS vote. Security Built-in replication Built-in authentication Built-in firewall/port management Built-in sandboxing Threshold protocols Verifiable source code Blockchain integration Built-in replication Replication has many benefits that stem from reducing various central points of failure. The IC is at its core a Byzantine Fault Tolerant replicated compute environment. Applications are deployed to subnets which are composed of nodes running replicas. Each replica is an independent replicated state machine that executes an application's state transitions (usually initiated with HTTP requests) and persists the results. This replication provides a high level of security out-of-the-box. It is also the foundation of a number of protocols that provide threshold cryptographic operations to IC applications. Built-in authentication IC client tooling makes it easy to sign and send messages to the IC, and Internet Identity provides a novel approach to self-custody of private keys. The IC automatically authenticates messages with the public key of the signer, and provides a compact representation of that public key, called a principal, to the application. The principal can be used for authorization purposes. This removes many authentication concerns from the developer. Built-in firewall/port management The concept of ports and various other low-level network infrastructure on the IC is abstracted away from the developer. This can greatly reduce application complexity thus minimizing the chance of introducing vulnerabilities through incorrect configurations. Canisters expose endpoints through various methods, usually query or update methods. Because authentication is also built-in, much of the remaining vulnerability surface area is minimized to implementing correct authorization rules in the canister method endpoints. Built-in sandboxing Canisters have at least two layers of sandboxing to protect colocated canisters from each other. All canisters are at their core Wasm modules and thus inherit the built-in Wasm sandbox. In case there is any bug in the underlying implementation of the Wasm execution environment (or a vulnerability in the imported host functionality), there is also an OS-level sandbox. Developers need not do anything to take advantage of these sandboxes. Threshold protocols The IC provides a number of threshold protocols that allow groups of independent nodes to perform cryptographic operations. These protocols remove central points of failure while providing familiar and useful cryptographic operations to developers. Included are ECDSA , BLS , VRF-like , and in the future threshold key derivation . Verifiable source code IC applications (canisters) are compiled into Wasm and deployed to the IC as Wasm modules. The IC hashes each canister's Wasm binary and stores it for public retrieval. The Wasm binary hash can be retrieved and compared with the hash of an independently compiled Wasm binary derived from available source code. If the hashes match, then one can know with a high degree of certainty that the application is executing the Wasm binary that was compiled from that source code. For the time being, Kybra source code is not verifiable for reasons explained in the caveats section . Blockchain integration When compared with web APIs built for the same purpose, the IC provides a high degree of security when integrating with various other blockchains. It has a direct client integration with Bitcoin, allowing applications to query its state with BFT guarantees. A similar integration is coming for Ethereum. In addition to these blockchain client integrations, a threshold ECDSA protocol (tECDSA) allows the IC to create keys and sign transactions on various ECDSA chains . These chains include Bitcoin and Ethereum, and in the future the protocol may be extended to allow interaction with various EdDSA chains . These direct integrations combined with tECDSA provide a much more secure way to provide blockchain functionality to end users than creating and storing their private keys on traditional cloud infrastructure. Developer experience Built-in devops Orthogonal persistence Built-in devops The IC provides many devops benefits automatically. Though currently limited in its scalability, the protocol attempts to remove the need for developers to concern themselves with concepts such as autoscaling, load balancing, uptime, sandboxing, and firewalls/port management. Correctly constructed canisters have a simple deploy process and automatically inherit these devops capabilities up unto the current scaling limits of the IC. DFINITY engineers are constantly working to remove scalability bottlenecks. Orthogonal persistence The IC automatically persists its heap. This creates an extremely convenient way for developers to store application state, by simply writing into global variables in their programming language of choice. This is a great way to get started. If a canister upgrades its code, swapping out its Wasm binary, then the heap must be cleared. To overcome this limitation, there is a special area of memory called stable memory that persists across these canister upgrades. Special stable data structures provide a familiar API that allows writing into stable memory directly. All of this together provides the foundation for a very simple persistence experience for the developer. The persistence tools now available and coming to the IC may be simpler than their equivalents on traditional cloud infrastructure.","breadcrumbs":"Kybra (Beta) » Benefits","id":"6","title":"Benefits"},"60":{"body":"Call APIs Candid Canister APIs Canister Methods Guard Functions Management Canister Stable Memory Timers","breadcrumbs":"Reference » Reference","id":"60","title":"Reference"},"61":{"body":"accept message arg data raw arg data raw size call call raw call raw 128 call with payment call with payment 128 caller method name msg cycles accept msg cycles accept 128 msg cycles available msg cycles available 128 msg cycles refunded msg cycles refunded 128 notify notify raw notify with payment 128 performance counter reject reject code reject message reply reply raw","breadcrumbs":"Reference » Call APIs » Call APIs","id":"61","title":"Call APIs"},"62":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, void @inspect_message\ndef inspect_message_() -> void: ic.accept_message()","breadcrumbs":"Reference » Call APIs » accept message » accept message","id":"62","title":"accept message"},"63":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, query # returns the argument data as bytes.\n@query\ndef arg_data_raw(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> blob: return ic.arg_data_raw()","breadcrumbs":"Reference » Call APIs » arg data raw » arg data raw","id":"63","title":"arg data raw"},"64":{"body":"This section is a work in progress. Examples: ic_api from kybra import blob, ic, int8, nat32, query # returns the length of the argument data in bytes\n@query\ndef arg_data_raw_size(arg1: blob, arg2: int8, arg3: bool, arg4: str) -> nat32: return ic.arg_data_raw_size()","breadcrumbs":"Reference » Call APIs » arg data raw size » arg data raw size","id":"64","title":"arg data raw size"},"65":{"body":"This section is a work in progress. Examples: bitcoin composite_queries cross_canister_calls cycles ethereum_json_rpc func_types generators ledger_canister management_canister outgoing_http_requests rejections timers whoami from kybra import ( Async, CallResult, match, nat64, Principal, Service, service_update, update, Variant,\n) class TokenCanister(Service): @service_update def transfer(self, to: Principal, amount: nat64) -> nat64: ... token_canister = TokenCanister(Principal.from_str(\"r7inp-6aaaa-aaaaa-aaabq-cai\")) class PayoutResult(Variant, total=False): Ok: nat64 Err: str @update\ndef payout(to: Principal, amount: nat64) -> Async[PayoutResult]: result: CallResult[nat64] = yield token_canister.transfer(to, amount) return match(result, {\"Ok\": lambda ok: {\"Ok\": ok}, \"Err\": lambda err: {\"Err\": err}})","breadcrumbs":"Reference » Call APIs » call » call","id":"65","title":"call"},"66":{"body":"This section is a work in progress. Examples: call_raw outgoing_http_requests from kybra import ( Async, blob, CallResult, ic, match, nat64, Principal, update, Variant,\n) class ExecuteCallRawResult(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw( canister_id: Principal, method: str, candid_args: str, payment: nat64\n) -> Async[ExecuteCallRawResult]: call_result: CallResult[blob] = yield ic.call_raw( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw » call raw","id":"66","title":"call raw"},"67":{"body":"This section is a work in progress. Examples: call_raw from kybra import ( Async, blob, CallResult, ic, match, nat, Principal, update, Variant,\n) class ExecuteCallRaw128Result(Variant, total=False): Ok: str Err: str @update\ndef execute_call_raw128( canister_id: Principal, method: str, candid_args: str, payment: nat\n) -> Async[ExecuteCallRaw128Result]: call_result: CallResult[blob] = yield ic.call_raw128( canister_id, method, ic.candid_encode(candid_args), payment ) return match( call_result, { \"Ok\": lambda ok: {\"Ok\": ic.candid_decode(ok)}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » call raw 128 » call raw 128","id":"67","title":"call raw 128"},"68":{"body":"This section is a work in progress. Examples: bitcoin cycles ethereum_json_rpc management_canister outgoing_http_requests threshold_ecdsa from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment » call with payment","id":"68","title":"call with payment"},"69":{"body":"This section is a work in progress. Examples: cycles from kybra import Async, blob, CallResult, match, Principal, update, Variant, void\nfrom kybra.canisters.management import management_canister class DefaultResult(Variant, total=False): Ok: bool Err: str @update\ndef execute_install_code( canister_id: Principal, wasm_module: blob\n) -> Async[DefaultResult]: call_result: CallResult[void] = yield management_canister.install_code( { \"mode\": {\"install\": None}, \"canister_id\": canister_id, \"wasm_module\": wasm_module, \"arg\": bytes(), } ).with_cycles128(100_000_000_000) return match( call_result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » call with payment 128 » call with payment 128","id":"69","title":"call with payment 128"},"7":{"body":"It's important to note that both Kybra and the IC are early-stage projects. The IC officially launched in May of 2021, and Kybra reached beta in December of 2022. Kybra Some of Kybra's main drawbacks can be summarized as follows: Beta Security risks High cycle usage Missing APIs Beta Kybra reached beta in December of 2022. It's an immature project that may have unforeseen bugs and other issues. We're working constantly to improve it. We hope to get to a production-ready 1.0 in 2024. The following are the major blockers to 1.0: CPython integration for performance, security, and stability Broad PyPI package support (C API/extensions) Extensive automated property testing Multiple independent security reviews/audits Security risks As discussed earlier, these are some things to keep in mind: Kybra does not yet have many live, successful, continuously operating applications deployed to the IC Kybra does not yet have extensive automated property tests Kybra does not yet have multiple independent security reviews/audits Kybra uses a new Python interpreter that is less mature than CPython High cycle usage We haven't done extensive benchmarking yet, but based on some preliminary evidence Kybra is likely much more performant than Azle . We have done some preliminary benchmarking for Azle, and based on that our rough heuristic is that Azle will cost 2-4x more cycles than the equivalent project in Motoko or Rust. The performance of your application depends on many factors, and this should just be a rough estimate. There is evidence to suggest that a 7-20x improvement in performance is possible in our underlying Python interpreter . We also plan to migrate to CPython which would improve performance. Missing APIs Kybra is limited to what the IC is capable of (i.e. no sockets, no threads, etc) and does not yet have C extension support. Our goal is to support as many libraries and APIs as possible over time. IC Some of the IC's main drawbacks can be summarized as follows: Early High latencies Limited and expensive compute resources Limited scalability Lack of privacy NNS risk Early The IC launched officially in May of 2021. As a relatively new project with an extremely ambitious vision, you can expect a small community, immature tooling, and an unproven track record. Much has been delivered, but many promises are yet to be fulfilled. High latencies Any requests that change state on the IC must go through consensus, thus you can expect latencies of a few seconds for these types of requests. When canisters need to communicate with each other across subnets or under heavy load, these latencies can be even longer. Under these circumstances, in the worst case latencies will build up linearly. For example, if canister A calls canister B calls canister C, and these canisters are all on different subnets or under heavy load, then you might need to multiply the latency by the total number of calls. Limited and expensive compute resources CPU usage, data storage, and network usage may be more expensive than the equivalent usage on traditional cloud platforms. Combining these costs with the high latencies explained above, it becomes readily apparent that the IC is currently not built for high-performance computing. Limited scalability The IC might not be able to scale to the needs of your application. It is constantly seeking to improve scalability bottlenecks, but it will probably not be able to onboard millions of users to your traditional web application. Lack of privacy You should assume that all of your application data (unless it is end-to-end encrypted) is accessible to multiple third-parties with no direct relationship and limited commitment to you. Currently all canister state sits unencrypted on node operator's machines. Application-layer access controls for data are possible, but motivated node operators will have an easy time getting access to your data. NNS risk The NNS has the ability to uninstall any canister and can generally change anything about the IC. As of the time of this writing, DFINITY effectively controls much of the NNS through its follower relationships. The NNS must mature and decentralize to provide practical and realistic guarantees to canisters and their users.","breadcrumbs":"Kybra (Beta) » Drawbacks","id":"7","title":"Drawbacks"},"70":{"body":"This section is a work in progress. Examples: ic_api whoami from kybra import ic, Principal, query # returns the principal of the identity that called this function\n@query\ndef caller() -> Principal: return ic.caller()","breadcrumbs":"Reference » Call APIs » caller » caller","id":"70","title":"caller"},"71":{"body":"This section is a work in progress. Examples: inspect_message from kybra import ic, inspect_message, update, void @inspect_message\ndef inspect_message_() -> void: ic.print(\"inspect_message called\") if ic.method_name() == \"accessible\": ic.accept_message() return if ic.method_name() == \"inaccessible\": return raise Exception(\"Method \" + ic.method_name() + \" is not allowed\") @update\ndef accessible() -> bool: return True @update\ndef inaccessible() -> bool: return False @update\ndef also_inaccessible() -> bool: return False","breadcrumbs":"Reference » Call APIs » method name » method name","id":"71","title":"method name"},"72":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept » msg cycles accept","id":"72","title":"msg cycles accept"},"73":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles accept 128 » msg cycles accept 128","id":"73","title":"msg cycles accept 128"},"74":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat64, update @update\ndef receive_cycles() -> nat64: return ic.msg_cycles_accept(ic.msg_cycles_available() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available » msg cycles available","id":"74","title":"msg cycles available"},"75":{"body":"This section is a work in progress. Examples: cycles from kybra import ic, nat, update @update\ndef receive_cycles128() -> nat: return ic.msg_cycles_accept128(ic.msg_cycles_available128() // 2)","breadcrumbs":"Reference » Call APIs » msg cycles available 128 » msg cycles available 128","id":"75","title":"msg cycles available 128"},"76":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat64, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult(Variant, total=False): Ok: nat64 Err: str class Cycles(Service): @service_update def receive_cycles(self) -> nat64: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles() -> Async[SendCyclesResult]: result: CallResult[nat64] = yield cycles.receive_cycles().with_cycles(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded » msg cycles refunded","id":"76","title":"msg cycles refunded"},"77":{"body":"This section is a work in progress. Examples: cycles from kybra import ( Async, CallResult, ic, match, nat, Principal, Service, service_update, update, Variant,\n) class SendCyclesResult128(Variant, total=False): Ok: nat Err: str class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) # Reports the number of cycles returned from the Cycles canister\n@update\ndef send_cycles128() -> Async[SendCyclesResult128]: result: CallResult[nat] = yield cycles.receive_cycles128().with_cycles128(1_000_000) return match( result, { \"Ok\": lambda _: {\"Ok\": ic.msg_cycles_refunded128()}, \"Err\": lambda err: {\"Err\": err}, }, )","breadcrumbs":"Reference » Call APIs » msg cycles refunded 128 » msg cycles refunded 128","id":"77","title":"msg cycles refunded 128"},"78":{"body":"This section is a work in progress. Examples: cross_canister_calls cycles from kybra import NotifyResult, Principal, Service, service_update, update, void class Canister2(Service): @service_update def receive_notification(self, message: str) -> void: ... canister2 = Canister2(Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\")) @update\ndef send_notification() -> NotifyResult: return canister2.receive_notification(\"This is the notification\").notify()","breadcrumbs":"Reference » Call APIs » notify » notify","id":"78","title":"notify"},"79":{"body":"This section is a work in progress. Examples: notify_raw from kybra import ic, match, Principal, RejectionCode, update, Variant class SendNotificationResult(Variant, total=False): Ok: bool Err: RejectionCode @update\ndef send_notification() -> SendNotificationResult: result = ic.notify_raw( Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"receive_notification\", ic.candid_encode(\"()\"), 0, ) return match( result, {\"Ok\": lambda _: {\"Ok\": True}, \"Err\": lambda err: {\"Err\": err}} )","breadcrumbs":"Reference » Call APIs » notify raw » notify raw","id":"79","title":"notify raw"},"8":{"body":"Dependencies Common installation issues","breadcrumbs":"Installation » Installation","id":"8","title":"Installation"},"80":{"body":"This section is a work in progress. Examples: cycles from kybra import nat, NotifyResult, Principal, Service, service_update, update class Cycles(Service): @service_update def receive_cycles128(self) -> nat: ... cycles = Cycles(Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\")) @update\ndef send_cycles128_notify() -> NotifyResult: return cycles.receive_cycles128().with_cycles128(1_000_000).notify()","breadcrumbs":"Reference » Call APIs » notify with payment 128 » notify with payment 128","id":"80","title":"notify with payment 128"},"81":{"body":"This section is a work in progress. Examples: ic_api from kybra import ic, nat64, query @query\ndef performance_counter() -> nat64: return ic.performance_counter(0)","breadcrumbs":"Reference » Call APIs » performance counter » performance counter","id":"81","title":"performance counter"},"82":{"body":"This section is a work in progress. Examples: ic_api manual_reply rejections from kybra import empty, ic, Manual, query @query\ndef reject(message: str) -> Manual[empty]: ic.reject(message)","breadcrumbs":"Reference » Call APIs » reject » reject","id":"82","title":"reject"},"83":{"body":"This section is a work in progress. Examples: rejections from kybra import ( Async, ic, Principal, RejectionCode, Service, service_update, update, void,\n) class Nonexistent(Service): @service_update def method(self) -> void: ... nonexistent_canister = Nonexistent(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_code_destination_invalid() -> Async[RejectionCode]: yield nonexistent_canister.method() return ic.reject_code()","breadcrumbs":"Reference » Call APIs » reject code » reject code","id":"83","title":"reject code"},"84":{"body":"This section is a work in progress. Examples: rejections from kybra import Async, ic, Principal, Service, service_update, update, void class SomeService(Service): @service_update def reject(self, message: str) -> void: ... some_service = SomeService(Principal.from_str(\"rkp4c-7iaaa-aaaaa-aaaca-cai\")) @update\ndef get_rejection_message(message: str) -> Async[str]: yield some_service.reject(message) return ic.reject_message()","breadcrumbs":"Reference » Call APIs » reject message » reject message","id":"84","title":"reject message"},"85":{"body":"This section is a work in progress. Examples: composite_queries manual_reply from kybra import blob, ic, Manual, update @update\ndef update_blob() -> Manual[blob]: ic.reply(bytes([83, 117, 114, 112, 114, 105, 115, 101, 33]))","breadcrumbs":"Reference » Call APIs » reply » reply","id":"85","title":"reply"},"86":{"body":"This section is a work in progress. Examples: manual_reply outgoing_http_requests from kybra import blob, ic, Manual, null, query, Record, Variant class RawReply(Record): int: int text: str bool: bool blob: blob variant: \"Options\" class Options(Variant, total=False): Small: null Medium: null Large: null @query\ndef reply_raw() -> Manual[RawReply]: ic.reply_raw( ic.candid_encode( '(record { \"int\" = 42; \"text\" = \"text\"; \"bool\" = true; \"blob\" = blob \"Surprise!\"; \"variant\" = variant { Medium } })' ) )","breadcrumbs":"Reference » Call APIs » reply raw » reply raw","id":"86","title":"reply raw"},"87":{"body":"blob bool empty float32 float64 func int int8 int16 int32 int64 nat nat8 nat16 nat32 nat64 null opt principal record reserved service text variant vec","breadcrumbs":"Reference » Candid » Candid","id":"87","title":"Candid"},"88":{"body":"This section is a work in progress. The Kybra type blob corresponds to the Candid type blob and will become a Python bytes at runtime. Python: from kybra import blob, ic, query @query\ndef get_blob() -> blob: return bytes([68, 73, 68, 76, 0, 0]) @query\ndef print_blob(blob: blob) -> blob: ic.print(type(blob)) return blob Candid: service: { \"get_blob\": () -> (blob) query; \"print_blob\": (blob) -> (blob) query;\n}","breadcrumbs":"Reference » Candid » blob » blob","id":"88","title":"blob"},"89":{"body":"This section is a work in progress. The Python type bool corresponds to the Candid type bool and will become a Python Boolean Value at runtime. Python: from kybra import ic, query @query\ndef get_bool() -> bool: return True @query\ndef print_bool(bool: bool) -> bool: ic.print(type(bool)) return bool Candid: service: { \"get_bool\": () -> (bool) query; \"print_bool\": (bool) -> (bool) query;\n}","breadcrumbs":"Reference » Candid » bool » bool","id":"89","title":"bool"},"9":{"body":"Follow the instructions exactly as stated below to avoid issues. You should be using a *nix environment (Linux, Mac OS, WSL if using Windows ) with bash and have the following installed on your system: Python 3.10.7 dfx 0.22.0 Python VS Code Extension","breadcrumbs":"Installation » Dependencies","id":"9","title":"Dependencies"},"90":{"body":"This section is a work in progress. The Kybra type empty corresponds to the Candid type empty and has no Python value at runtime. Python: from kybra import empty, ic, query def get_empty() -> empty: raise Exception(\"Anything you want\") # Note: It is impossible to call this function because it requires an argument\n# but there is no way to pass an \"empty\" value as an argument.\n@query\ndef print_empty(empty: empty) -> empty: ic.print(type(empty)) raise Exception(\"Anything you want\") Candid: service: { \"get_empty\": () -> (empty) query; \"print_empty\": (empty) -> (empty) query;\n}","breadcrumbs":"Reference » Candid » empty » empty","id":"90","title":"empty"},"91":{"body":"This section is a work in progress. The Kybra type float32 corresponds to the Candid type float32 and will become a Python float at runtime. Python: import math from kybra import float32, ic, query @query\ndef get_float32() -> float32: return math.pi @query\ndef print_float32(float32: float32) -> float32: ic.print(type(float32)) return float32 Candid: service: { \"get_float32\": () -> (float32) query; \"print_float32\": (float32) -> (float32) query;\n}","breadcrumbs":"Reference » Candid » float32 » float32","id":"91","title":"float32"},"92":{"body":"This section is a work in progress. The Kybra type float64 corresponds to the Candid type float64 and will become a Python float at runtime. Python: import math from kybra import float64, ic, query @query\ndef get_float64() -> float64: return math.e @query\ndef print_float64(float64: float64) -> float64: ic.print(type(float64)) return float64 Candid: service: { \"get_float64\": () -> (float64) query; \"print_float64\": (float64) -> (float64) query;\n}","breadcrumbs":"Reference » Candid » float64 » float64","id":"92","title":"float64"},"93":{"body":"This section is a work in progress. The Kybra type Func corresponds to the Candid type func and at runtime will become a Python tuple with two elements, the first being an ic-py Principal and the second being a Python str . The ic-py Principal represents the principal of the canister/service where the function exists, and the str represents the function's name. Python: from kybra import Func, nat64, null, Principal, query, Query, Record, Update, Variant class User(Record): id: str basic_func: \"BasicFunc\" complex_func: \"ComplexFunc\" class Reaction(Variant, total=False): Good: null Bad: null BasicFunc: \"BasicFunc\" ComplexFunc: \"ComplexFunc\" BasicFunc = Func(Query[[str], str])\nComplexFunc = Func(Update[[User, Reaction], nat64]) @query\ndef get_basic_func() -> BasicFunc: return (Principal.from_str(\"rrkah-fqaaa-aaaaa-aaaaq-cai\"), \"simple_function_name\") @query\ndef get_complex_func() -> ComplexFunc: return (Principal.from_str(\"ryjl3-tyaaa-aaaaa-aaaba-cai\"), \"complex_function_name\") Candid: type User = record { \"id\": text; \"basic_func\": BasicFunc; \"complex_func\": ComplexFunc;\n};\ntype Reaction = variant { \"Good\": null; \"Bad\": null; \"BasicFunc\": BasicFunc; \"ComplexFunc\": ComplexFunc }; type BasicFunc = func (text) -> (text) query;\ntype ComplexFunc = func (User, Reaction) -> (nat64); service: () -> { \"get_basic_func\": () -> (BasicFunc) query; \"get_complex_func\": () -> (ComplexFunc) query;\n}","breadcrumbs":"Reference » Candid » func » func","id":"93","title":"func"},"94":{"body":"This section is a work in progress. The Kybra type int corresponds to the Candid type int and will become a Python int at runtime. Python: from kybra import ic, query @query\ndef get_int() -> int: return 170_141_183_460_469_231_731_687_303_715_884_105_727 @query\ndef print_int(int: int) -> int: ic.print(type(int)) return int Candid: service: { \"get_int\": () -> (int) query; \"print_int\": (int) -> (int) query;\n}","breadcrumbs":"Reference » Candid » int » int","id":"94","title":"int"},"95":{"body":"This section is a work in progress. The Kybra type int8 corresponds to the Candid type int8 and will become a Python int at runtime. Python: from kybra import ic, int8, query @query\ndef get_int8() -> int8: return 127 @query\ndef print_int8(int8: int8) -> int8: ic.print(type(int8)) return int8 Candid: service: { \"get_int8\": () -> (int8) query; \"print_int8\": (int8) -> (int8) query;\n}","breadcrumbs":"Reference » Candid » int8 » int8","id":"95","title":"int8"},"96":{"body":"This section is a work in progress. The Kybra type int16 corresponds to the Candid type int16 and will become a Python int at runtime. Python: from kybra import ic, int16, query @query\ndef get_int16() -> int16: return 32_767 @query\ndef print_int16(int16: int16) -> int16: ic.print(type(int16)) return int16 Candid: service: { \"get_int16\": () -> (int16) query; \"print_int16\": (int16) -> (int16) query;\n}","breadcrumbs":"Reference » Candid » int16 » int16","id":"96","title":"int16"},"97":{"body":"This section is a work in progress. The Kybra type int32 corresponds to the Candid type int32 and will become a Python int at runtime. 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\ No newline at end of file
diff --git a/the_kybra_book/src/installation.md b/the_kybra_book/src/installation.md
index 6a078065..9ff81565 100644
--- a/the_kybra_book/src/installation.md
+++ b/the_kybra_book/src/installation.md
@@ -10,7 +10,7 @@ Follow the instructions exactly as stated below to avoid issues.
 You should be using a \*nix environment (Linux, Mac OS, [WSL if using Windows](https://learn.microsoft.com/en-us/windows/wsl/install)) with bash and have the following installed on your system:
 
 -   Python 3.10.7
--   dfx 0.23.0
+-   dfx 0.22.0
 -   Python VS Code Extension
 
 ### Python 3.10.7
@@ -27,10 +27,10 @@ curl https://pyenv.run | bash
 
 ### dfx
 
-Run the following command to install dfx 0.23.0:
+Run the following command to install dfx 0.22.0:
 
 ```bash
-DFX_VERSION=0.23.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
+DFX_VERSION=0.22.0 sh -ci "$(curl -fsSL https://sdk.dfinity.org/install.sh)"
 ```
 
 If after trying to run `dfx` commands you encounter an error such as `dfx: command not found`, you might need to add `$HOME/bin` to your path. Here's an example of doing this in your `.bashrc`: