bwc9876.dev
The world's most clever kitty cat
Upgrade to python 3.13
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README.md
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README.md
···
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Current features:
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- [Markov chain](https://en.wikipedia.org/wiki/Markov_chain) for a "smart" chatbot
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- [Markov chain](https://en.wikipedia.org/wiki/Markov_chain) for a "smart"
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chatbot
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## Pre-reqs
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···
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### [Markov](src/bingus/cogs/markov.py)
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A markov chain is an incredibly simple model where it decides the next token
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based on previous knowledge of what tokens the current token has been proceeded by.
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based on previous knowledge of what tokens the current token has been proceeded
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by.
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#### Markov Commands
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> **\*** = Requires being bot owner
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- `/markov`: Make bingus try and reply to a prompt passed, use this to bypass the 80% change that bingus
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usually has to reply
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- `/scan_history`*: Scan the history of the current channel and add it to the chain. Since Bingus only learns
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from*new\* messages while he's active, you may need to do this when restarting him. This command can take a while depending on the number of messages.
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- `/dump_chain`\*: Dumps the entire underlying markov chain as a JSON file and sends it
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- `/load_chain`\*: Loads a markov chain JSON (as generated by `/dump_chain`) additively
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- `/markov`: Make bingus try and reply to a prompt passed, use this to bypass
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the 80% change that bingus usually has to reply
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- `/scan_history`*: Scan the history of the current channel and add it to the
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chain. Since Bingus only learns from*new\* messages while he's active, you may
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need to do this when restarting him. This command can take a while depending
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on the number of messages.
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- `/dump_chain`\*: Dumps the entire underlying markov chain as a JSON file and
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sends it
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- `/load_chain`\*: Loads a markov chain JSON (as generated by `/dump_chain`)
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additively
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- `/weights`: Dump the weights of the specified token to other tokens
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#### Markov Config
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- `REPLY_CHANNELS`: A _comma-delimited_ list of channel IDs that the bot should have
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have a chance to reply to messages in. The bot still learns from all channels in realtime, but
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these channels it'll have an 80% of replying to any message
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- `REPLY_CHANNELS`: A _comma-delimited_ list of channel IDs that the bot should
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have have a chance to reply to messages in. The bot still learns from all
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channels in realtime, but these channels it'll have an 80% of replying to any
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message
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- `BRAIN_FILE`: Path to file where the chain will be persisted. This file will automatically be created
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if it doesn't exist already. The file itself is msgpack compressed with brotli,
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so it's recommended to give it a `msgpackz` extension. By default it will be set to `$PWD/brain.msgpackz`
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- `BRAIN_FILE`: Path to file where the chain will be persisted. This file will
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automatically be created if it doesn't exist already. The file itself is
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msgpack compressed with brotli, so it's recommended to give it a `msgpackz`
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extension. By default it will be set to `$PWD/brain.msgpackz`
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## Adding Cogs
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To start, you can run `poetry run add_cog`.
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Follow the steps and you'll get a new cog in `src/bingus/cogs`. Here is where you can add
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commands, event listeners, etc.
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Follow the steps and you'll get a new cog in `src/bingus/cogs`. Here is where
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you can add commands, event listeners, etc.
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See the file generated for some simple examples, review the [PyCord docs](https://guide.pycord.dev/introduction) for more help and information.
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See the file generated for some simple examples, review the
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[PyCord docs](https://guide.pycord.dev/introduction) for more help and
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information.
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### Utilities
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#### Requiring Owner
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To require the calling user to be a bot owner for slash commands, you can
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use [permissions.require_owner](src/bingus/lib/permissions.py). Simply put this as
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a decorator **above** the slash command one like so:
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To require the calling user to be a bot owner for slash commands, you can use
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[permissions.require_owner](src/bingus/lib/permissions.py). Simply put this as a
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decorator **above** the slash command one like so:
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```py
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from ..lib.permissions import require_owner
···
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await ctx.respond("Hello Owner!")
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```
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This will print an ephemeral error message to all non-owner users and "Hello Owner!" otherwise.
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This will print an ephemeral error message to all non-owner users and "Hello
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Owner!" otherwise.
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### Best Practices
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Generally you'll want to make all state, config, etc. locallized to your cog file. That
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way we can easily disable it if needed and nothing will break.
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Generally you'll want to make all state, config, etc. locallized to your cog
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file. That way we can easily disable it if needed and nothing will break.
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#### Cog Config
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For simplicity we'll just use env vars for config.
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Try to documents these options within this README file under the [The individual cogs docs](#cog-docs).
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Create a third-level heading with your cog's name, and a link to its source code.
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Try to documents these options within this README file under the
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[The individual cogs docs](#cog-docs). Create a third-level heading with your
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cog's name, and a link to its source code.
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#### Formatting
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+15
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flake.lock
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flake.lock
···
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]
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},
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"locked": {
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"lastModified": 1741610597,
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"narHash": "sha256-dA8dIKrIZfyD07Xms/67y3eMU5yXJO+8K1s0mdMrobg=",
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"lastModified": 1752106289,
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"narHash": "sha256-BC4hWjDDNVmRLvBFCHz7oKiapf1ndBRXPDNle/H+6e8=",
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"owner": "nix-community",
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"repo": "flakelight",
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"rev": "a4698f0f05f8e9f57b3a621b93edae444747ad15",
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"rev": "0c7170f19b170882f167a71cad1124714ffc192e",
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"type": "github"
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},
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"original": {
···
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},
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"nixpkgs": {
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"locked": {
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"lastModified": 1741865919,
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"narHash": "sha256-4thdbnP6dlbdq+qZWTsm4ffAwoS8Tiq1YResB+RP6WE=",
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"lastModified": 1751949589,
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"narHash": "sha256-mgFxAPLWw0Kq+C8P3dRrZrOYEQXOtKuYVlo9xvPntt8=",
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"owner": "nixos",
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"repo": "nixpkgs",
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"rev": "573c650e8a14b2faa0041645ab18aed7e60f0c9a",
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"rev": "9b008d60392981ad674e04016d25619281550a9d",
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"type": "github"
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},
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"original": {
···
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]
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},
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"locked": {
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"lastModified": 1741647088,
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"narHash": "sha256-y/Aj21rMGdE23dcFfD4lRhNMgkhIRucp+uuWLWUXv0M=",
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"lastModified": 1749519371,
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"narHash": "sha256-UJONN7mA2stweZCoRcry2aa1XTTBL0AfUOY84Lmqhos=",
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"owner": "pyproject-nix",
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"repo": "build-system-pkgs",
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"rev": "6d7eced86469cf89ed4d19d91b870163deb0dca2",
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"rev": "7c06967eca687f3482624250428cc12f43c92523",
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"type": "github"
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},
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"original": {
···
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]
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},
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"locked": {
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"lastModified": 1741648141,
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"narHash": "sha256-jQEZCSCgm60NGmBg3JPu290DDhNVI1GVVEd0P8VCnME=",
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"lastModified": 1751557494,
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"narHash": "sha256-dnueIffmEKtG0V4feifalsOYaHXXsrGMaoKI+4O7v/8=",
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"owner": "pyproject-nix",
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"repo": "pyproject.nix",
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"rev": "7747e5a058245c7abe033a798f818f0572d8e155",
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"rev": "939ef94aea81c17bfd2f388465309eab76c45c37",
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"type": "github"
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},
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"original": {
···
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]
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},
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"locked": {
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"lastModified": 1741780535,
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"narHash": "sha256-B4seqoWl9HlKZ7m+nDosVtmDw9i6KbhvfonQlYhRrJg=",
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"lastModified": 1751420388,
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"narHash": "sha256-2YFsXeGoDtmi1VZY36j+/MRfwFjKzby2fDEF209uL/E=",
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"owner": "pyproject-nix",
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"repo": "uv2nix",
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"rev": "7de0e836e005f971a252e20b478d12b8b64909d8",
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"rev": "65e3a0aabbc1cafc9289c53ccb9777ba0e8b705c",
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"type": "github"
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},
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"original": {
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flake.nix
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flake.nix
···
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};
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outputs = inputs @ {flakelight, ...}:
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flakelight ./. ({lib, ...}: {
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flakelight ./. ({lib, outputs, ...}: {
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inherit inputs;
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package = {system, ...}: outputs.packages.${system}.bingus;
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systems = lib.systems.flakeExposed;
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pname = "bingus";
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formatters = {
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nix/app.nix
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nix/app.nix
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nix/devShell.nix
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nix/devShell.nix
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nix/lib.nix
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nix/lib.nix
···
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{ inputs
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, lib
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, ...
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{
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inputs,
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lib,
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...
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}:
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let
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src = lib.fileset.toSource {
···
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];
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};
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workspace = inputs.uv2nix.lib.workspace.loadWorkspace { workspaceRoot = src.outPath; };
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srcSilly = /. + builtins.toString (builtins.unsafeDiscardStringContext src);
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workspace = inputs.uv2nix.lib.workspace.loadWorkspace { workspaceRoot = srcSilly; };
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overlay = workspace.mkPyprojectOverlay {
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sourcePreference = "wheel";
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};
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selectPy = pkgs: pkgs.python312;
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selectPy = pkgs: pkgs.python313;
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# hammerOverride = pkgs: pkgs.lib.composeExtensions (inputs.uv2nix_hammer_overrides.overrides pkgs) overlay;
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pyOverride = pkgs:
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pkgs.lib.composeExtensions overlay (_final: prev: { });
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pyOverride = pkgs: pkgs.lib.composeExtensions overlay (_final: prev: { });
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in
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{
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inherit workspace;
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pythonSetForPkgs = pkgs:
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pythonSetForPkgs =
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pkgs:
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(pkgs.callPackage inputs.pyproject-nix.build.packages {
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python = selectPy pkgs;
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}).overrideScope
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nix/packages/bingus.nix
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nix/packages/bingus.nix
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pyproject.toml
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pyproject.toml
···
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version = "0.1.0"
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description = "The world's most clever kitty cat"
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readme = "README.md"
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authors = [
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{ name = "Ben C", email = "bwc9876@gmail.com" }
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]
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requires-python = ">=3.12"
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authors = [{ name = "Ben C", email = "bwc9876@gmail.com" }]
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requires-python = ">=3.13"
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dependencies = [
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"brotli>=1.1.0",
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"msgpack>=1.1.0",
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"msgpack>=1.1.1",
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"py-cord>=2.6.1",
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"python-dotenv>=1.1.0",
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"python-dotenv>=1.1.1",
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"pytesseract>=0.3.13",
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"pillow>=11.2.0",
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"pypdf>=5.4.0"
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"pillow>=11.3.0",
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"pypdf>=5.7.0",
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"audioop-lts>=0.2.1",
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]
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[project.scripts]
+311
-318
uv.lock
+311
-318
uv.lock
···
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version = 1
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revision = 1
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requires-python = ">=3.12"
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revision = 2
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requires-python = ">=3.13"
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[[package]]
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name = "aiohappyeyeballs"
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version = "2.6.1"
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source = { registry = "https://pypi.org/simple" }
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-
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265 },
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{ url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
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]
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[[package]]
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name = "aiohttp"
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version = "3.11.15"
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version = "3.12.13"
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source = { registry = "https://pypi.org/simple" }
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dependencies = [
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{ name = "aiohappyeyeballs" },
···
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{ name = "propcache" },
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{ name = "yarl" },
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]
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-
sdist = { url = "https://files.pythonhosted.org/packages/19/18/31398875dc7b9815767370f60f44284155f2e1c1b87ec721c1b0ee61d1e5/aiohttp-3.11.15.tar.gz", hash = "sha256:b9b9a1e592ac8fcc4584baea240e41f77415e0de98932fdf19565aa3b6a02d0b", size = 7676625 }
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28
28
wheels = [
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83
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84
109
[[package]]
···
86
111
version = "0.1.0"
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source = { editable = "." }
88
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114
+
{ name = "audioop-lts" },
89
115
{ name = "brotli" },
90
116
{ name = "msgpack" },
91
117
{ name = "pillow" },
···
97
123
98
124
[package.metadata]
99
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126
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100
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-
{ name = "msgpack", specifier = ">=1.1.0" },
102
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103
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133
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107
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]
108
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109
136
[package.metadata.requires-dev]
···
113
140
name = "brotli"
114
141
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115
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387
378
388
379
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392
383
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385
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398
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399
390
400
391
[[package]]
401
392
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402
-
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393
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403
394
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396
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407
398
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408
399
409
400
[[package]]
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414
405
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415
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