Initial cut as a Python package
This commit is contained in:
Zoé Cassiopée Gauthier
commit
fecb0db7dc
4
.gitignore
vendored
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4
.gitignore
vendored
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__pycache__/
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dist/
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*.db
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*.json
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1
.python-version
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1
.python-version
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3.12
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21
LICENSE
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21
LICENSE
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MIT License
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Copyright (c) 2024 Zoé Cassiopée Gauthier
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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29
README.md
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29
README.md
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# Pokémon GO Average Scaled Estimators
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## Installation
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Once downloaded, this package can be installed locally in development mode:
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```console
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pip install -e .
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```
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## Usage
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To run the simulations, choose your parameters such as attacker type, attacker level, and wether Party Power is active.
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Try to fill the stored results database with any of the following:
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```console
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ase-cli --refresh POKEMON_TYPE_GRASS # Grass attackers. Defaults to level 40 and no Party Power.
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ase-cli --refresh --level 30 POKEMON_TYPE_GRASS # Level 30 Grass attackers, no Party Power.
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ase-cli --refresh --party 2 POKEMON_TYPE_GRASS # Level 40 Grass attackers, Party Power with two trainers.
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ase-cli --refresh POKEMON_TYPE_DARK POKEMON_TYPE_GHOST # Combined Dark and Ghost attackers.
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```
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Once the database contains the desired simulation results, display the average scaled estimators for attackers of the
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given type:
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```console
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ase-cli POKEMON_TYPE_GRASS
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ase-cli --level 30 POKEMON_TYPE_GRASS
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```
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101
pyproject.toml
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101
pyproject.toml
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[build-system]
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requires = ["hatchling"]
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build-backend = "hatchling.build"
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[project]
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name = "pogo-scaled-estimators"
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version = "1.0a1"
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dependencies = [
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"requests",
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]
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requires-python = ">=3.12"
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authors = [
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{ name = "Zoé Cassiopée Gauthier", email = "zoe.gauthier@blorp.dev" },
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]
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description = "Calculates scaled difficulty estimators from Pokebattler simulations."
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readme = "README.md"
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license = "MIT"
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keywords = []
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classifiers = [
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"Development Status :: 3 - Alpha",
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"License :: OSI Approved :: MIT License",
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"Programming Language :: Python",
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"Programming Language :: Python :: 3.12",
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"Programming Language :: Python :: Implementation :: CPython",
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]
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[project.urls]
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"Source" = "https://git.blorp.dev/zo/pogo-scaled-estimators"
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[project.scripts]
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ase-cli = "pogo_scaled_estimators:main_cli"
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[tool.hatch.envs.lint]
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detached = true
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dependencies = [
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"pyright",
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"ruff",
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]
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[tool.hatch.envs.lint.scripts]
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all = ["style", "typing"]
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format = ["ruff format --fix {args:.}"]
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style = ["ruff check {args:.}"]
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typing = ["pyright"]
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[tool.ruff]
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target-version = "py312"
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line-length = 120
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[tool.ruff.lint]
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select = [
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# Note: these are ordered to match https://beta.ruff.rs/docs/rules/
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"F", # PyFlakes
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"E", # pycodestyle errors
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"W", # pycodestyle warnings
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"I", # isort
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"N", # pep8-naming
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"UP", # pyupgrade
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"ASYNC", # flake8-async
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"BLE", # flake8-blind-except
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"FBT", # flake8-boolean-trap
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"B", # flake8-bugbear
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"A", # flake8-builtins
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"COM", # flake8-commas
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"C4", # flake8-comprehensions
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"DTZ", # flake8-datetimez
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"T10", # flake8-debugger
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"EM", # flake8-errmsg
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"ISC", # flake8-implicit-str-concat
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"PIE", # flake8-pie
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"PT", # flake8-pytest-style
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"Q", # flake8-quotes
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"RET", # flake8-return
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"SLOT", # flake8-slots
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"SIM", # flake8-simplify
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"TID", # flake8-tidy-imports
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"PTH", # flake8-pathlib
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"TD", # flake8-todo
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"PL", # PyLint
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"TRY", # tryceratops
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"NPY", # NumPy
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"RUF", # Ruff
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]
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ignore = [
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#----- Rules recommended by https://docs.astral.sh/ruff/formatter/#conflicting-lint-rules
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"W191", # tab-identation
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"E111", # indentation-with-invalid-multiple
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"E114", # indentation-with-invalid-multiple-comment
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"E117", # over-indented
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"E501", # line-too-long
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"D206", # indent-with-spaces
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"D300", # triple-single-quotes
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"Q000", # bad-quotes-inline-string
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"Q001", # bad-quotes-multiline-string
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"Q002", # bad-quotes-docstring
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"Q003", # avoidable-escaped-quote
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"COM812", # missing-trailing-comma
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"COM819", # prohibited-trailing-comma
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"ISC001", # single-line-implicit-string-concatenation
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"ISC002", # multi-line-implicit-string-concatenation
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]
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13
src/pogo_scaled_estimators/__init__.py
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13
src/pogo_scaled_estimators/__init__.py
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# Copyright 2024 Zoé Cassiopée Gauthier.
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#
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# Use of this source code is governed by an MIT-style
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# license that can be found in the LICENSE file or at
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# https://opensource.org/licenses/MIT.
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from pogo_scaled_estimators.calculator import Calculator
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from pogo_scaled_estimators.cli import main_cli
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__all__ = [
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"main_cli",
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"Calculator",
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]
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231
src/pogo_scaled_estimators/calculator.py
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231
src/pogo_scaled_estimators/calculator.py
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# Copyright 2024 Zoé Cassiopée Gauthier.
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#
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# Use of this source code is governed by an MIT-style
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# license that can be found in the LICENSE file or at
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# https://opensource.org/licenses/MIT.
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import contextlib
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import functools
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import json
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import operator
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import sqlite3
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import time
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import urllib.parse
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from pathlib import Path
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import requests
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WEAKNESS = 1.6
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DOUBLE_WEAKNESS = WEAKNESS * WEAKNESS
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class Calculator:
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def __init__(self, attacker_types):
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self.db = sqlite3.connect("ase.db")
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# db.set_trace_callback(print)
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with contextlib.suppress(sqlite3.OperationalError):
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self.db.execute(
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"CREATE TABLE estimators(defender, raid_tier, attacker, level, quick_move, charged_move, estimator, party)"
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)
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self.raids = self._pokebattler_resource("raids")
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self.pokemon = self._pokebattler_resource("pokemon")
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self.resists = self._pokebattler_resource("resists")
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self.moves = self._pokebattler_resource("moves")
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self.attacker_types = attacker_types
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def _pokebattler_resource(self, name):
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p = Path(f"./{name}.json")
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if not p.exists():
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response = requests.get(f"https://fight.pokebattler.com/{name}")
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with p.open(mode="wb") as fp:
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fp.write(response.content)
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with p.open() as fp:
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return json.load(fp)
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def calculate(self, level=40, party=1):
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raid_bosses = self._raid_bosses()
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charged_moves = [
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move["moveId"] for move in self.moves["move"] if "type" in move and move["type"] in self.attacker_types
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]
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res = self.db.execute(
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f"""SELECT DISTINCT(attacker) FROM estimators WHERE charged_move IN ("{'","'.join(charged_moves)}")"""
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)
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attackers = {row[0]: {"RAID_LEVEL_3": [], "RAID_LEVEL_5": [], "RAID_LEVEL_MEGA": []} for row in res.fetchall()}
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defenders = functools.reduce(operator.iconcat, raid_bosses.values(), [])
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res = self.db.execute(
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f"""
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SELECT e.raid_tier, e.defender, e.attacker, MIN(e.estimator) / m.min_estimator
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FROM estimators e
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INNER JOIN (
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SELECT defender, MIN(estimator) AS min_estimator
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FROM estimators
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WHERE party = ? AND level = 40
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AND attacker IN ("{'","'.join(attackers.keys())}")
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AND defender IN ("{'","'.join(defenders)}")
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GROUP BY defender
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) AS m ON e.defender = m.defender
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WHERE party = ? AND level = ? AND attacker IN ("{'","'.join(attackers.keys())}")
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GROUP BY e.defender, e.attacker
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""",
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(party, party, level),
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)
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for raid_tier, _defender, attacker, estimator in res.fetchall():
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if raid_tier == "RAID_LEVEL_MEGA_5":
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simplified_raid_tier = "RAID_LEVEL_MEGA"
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elif raid_tier == "RAID_LEVEL_ULTRA_BEAST":
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simplified_raid_tier = "RAID_LEVEL_5"
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else:
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simplified_raid_tier = raid_tier
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attackers[attacker][simplified_raid_tier].append(estimator)
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ase = {}
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for attacker, estimators in attackers.items():
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if not estimators["RAID_LEVEL_3"] or not estimators["RAID_LEVEL_5"] or not estimators["RAID_LEVEL_MEGA"]:
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continue
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ase = (
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0.15 * sum(estimators["RAID_LEVEL_3"]) / len(estimators["RAID_LEVEL_3"])
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+ 0.50 * sum(estimators["RAID_LEVEL_5"]) / len(estimators["RAID_LEVEL_5"])
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+ 0.35 * sum(estimators["RAID_LEVEL_MEGA"]) / len(estimators["RAID_LEVEL_MEGA"])
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)
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print(f"{attacker},{ase}")
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def _raid_bosses(self):
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raid_tiers = []
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raid_bosses = {}
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for raid_level in ["3", "5", "MEGA", "MEGA_5", "ULTRA_BEAST"]:
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tier = f"RAID_LEVEL_{raid_level}"
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raid_tiers.extend(
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[
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tier,
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f"{tier}_LEGACY",
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f"{tier}_FUTURE",
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]
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)
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raid_bosses[tier] = []
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for tier in filter(lambda tier: tier["tier"] in raid_tiers, self.raids["tiers"]):
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for boss in (raid["pokemon"] for raid in tier["raids"]):
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if boss.endswith("_FORM"):
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continue
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boss_pokemon = next(filter(lambda mon: mon["pokemonId"] == boss, self.pokemon["pokemon"]))
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if ("candyToEvolve" in boss_pokemon or boss in ["SEADRA", "SEALEO"]) and boss not in [
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"KELDEO",
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"LUMINEON",
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"MANAPHY",
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"PHIONE",
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"STUNFISK",
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"TERRAKION",
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]:
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continue
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boss_types = (
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boss_pokemon["type"],
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boss_pokemon.get("type2", "POKEMON_TYPE_NONE"),
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)
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if any(self._is_weak(attacker_type, boss_types) for attacker_type in self.attacker_types):
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raid_bosses[tier["info"]["guessTier"]].append(boss)
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return raid_bosses
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def _is_weak(self, attacker_type, defender_types):
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pokemon_types = list(self.resists.keys())
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defender_type_indices = (
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pokemon_types.index(defender_types[0]),
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pokemon_types.index(defender_types[1]),
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)
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attack_resist = (
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self.resists[attacker_type][defender_type_indices[0]]
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* self.resists[attacker_type][defender_type_indices[1]]
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)
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# Check for double weakness.
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if attack_resist >= DOUBLE_WEAKNESS:
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return True
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# Checkout for single weakness if not double weak to anything else.
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any_double_weaknesses = any(
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r[defender_type_indices[0]] * r[defender_type_indices[1]] >= DOUBLE_WEAKNESS for r in self.resists.values()
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)
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if not any_double_weaknesses and attack_resist >= WEAKNESS:
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return True
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return False
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def load_estimators(self, tier, defender, level, party):
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base_url = "https://fight.pokebattler.com"
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query_string = {
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"sort": "ESTIMATOR",
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"weatherCondition": "NO_WEATHER",
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"dodgeStrategy": "DODGE_REACTION_TIME",
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"aggregation": "AVERAGE",
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"includeLegendary": "true",
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"includeShadow": "true",
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"includeMegas": "true",
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"attackerTypes": self.attacker_types,
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"primalAssistants": "",
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"numParty": str(party),
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}
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if tier != "RAID_LEVEL_3":
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query_string["friendshipLevel"] = "FRIENDSHIP_LEVEL_4"
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url = f"{base_url}/raids/defenders/{defender}/levels/{tier}/attackers/levels/{level}/strategies/CINEMATIC_ATTACK_WHEN_POSSIBLE/DEFENSE_RANDOM_MC?{urllib.parse.urlencode(query_string, doseq=True)}"
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response = requests.get(url)
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for attacker in response.json()["attackers"][0]["randomMove"]["defenders"]:
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for attacker_moves in attacker["byMove"]:
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res = self.db.execute(
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"SELECT estimator FROM estimators WHERE defender=? AND attacker=? AND level=? AND quick_move=? AND charged_move=? AND party=?",
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(
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defender,
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attacker["pokemonId"],
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level,
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attacker_moves["move1"],
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attacker_moves["move2"],
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party,
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),
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)
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estimator = res.fetchone()
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if estimator is not None:
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print(
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defender,
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attacker["pokemonId"],
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attacker_moves["move1"],
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attacker_moves["move2"],
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estimator[0],
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)
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continue
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self.db.execute(
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"INSERT INTO estimators(defender, raid_tier, attacker, level, quick_move, charged_move, estimator, party) VALUES(?, ?, ?, ?, ?, ?, ?, ?)",
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(
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defender,
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tier,
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attacker["pokemonId"],
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level,
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attacker_moves["move1"],
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attacker_moves["move2"],
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attacker_moves["result"]["estimator"],
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party,
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),
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)
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print(
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defender,
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attacker["pokemonId"],
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attacker_moves["move1"],
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attacker_moves["move2"],
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attacker_moves["result"]["estimator"],
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)
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self.db.commit()
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def refresh(self, level=40, party=1):
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for tier, defenders in self._raid_bosses().items():
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for defender in defenders:
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try:
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self.load_estimators(tier, defender, level, party)
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except json.decoder.JSONDecodeError:
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time.sleep(30)
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self.load_estimators(tier, defender, level, party)
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time.sleep(30)
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30
src/pogo_scaled_estimators/cli.py
Normal file
30
src/pogo_scaled_estimators/cli.py
Normal file
@ -0,0 +1,30 @@
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||||
# Copyright 2024 Zoé Cassiopée Gauthier.
|
||||
#
|
||||
# Use of this source code is governed by an MIT-style
|
||||
# license that can be found in the LICENSE file or at
|
||||
# https://opensource.org/licenses/MIT.
|
||||
|
||||
import argparse
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import sys
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import pogo_scaled_estimators.calculator
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def main_cli():
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parser = argparse.ArgumentParser()
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parser.add_argument("type", nargs="+", help="an attacker type")
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parser.add_argument("--level", type=int, default=40)
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parser.add_argument("--party", type=int, default=1)
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parser.add_argument("--refresh", action="store_true", default=False)
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args = parser.parse_args()
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calculator = pogo_scaled_estimators.calculator.Calculator(args.type)
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if args.refresh:
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calculator.refresh(level=args.level, party=args.party)
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else:
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calculator.calculate(level=args.level, party=args.party)
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||||
|
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|
||||
if __name__ == "__main__":
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||||
sys.exit(main_cli())
|
||||
Loading…
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Block a user