def test_big_int_conversions3(selenium_module_scope, n, exp):
@run_in_pyodide
def main(selenium, s):
import json
from pyodide import run_js
x_py = json.loads(s)
run_js(f"""
self.x_js = eval('{s}n'); // JSON.parse apparently doesn't work
""")
[x1, x2] = run_js("""
(x_py) => [x_py.toString(), x_js.toString()]
""")(x_py)
assert x1 == x2
from js import x_js
check = run_js("""
(x) => {
const [a, b] = x.toJs();
return a === b;
}
""")([str(x_js), str(x_py)])
assert check
with selenium_context_manager(selenium_module_scope) as selenium:
val = 2**(32 * exp) - n
import json
s = json.dumps(val)
main(selenium, s)
def test_bigint_conversions(selenium_module_scope, n):
with selenium_context_manager(selenium_module_scope) as selenium:
h = hex(n)
selenium.run_js(f"self.h = {h!r};")
selenium.run_js("""
let negative = false;
let h2 = h;
if(h2.startsWith('-')){
h2 = h2.slice(1);
negative = true;
}
self.n = BigInt(h2);
if(negative){
self.n = -n;
}
pyodide.runPython(`
from js import n, h
n2 = int(h, 16)
assert n == n2
`);
let n2 = pyodide.globals.get("n2");
let n3 = Number(n2);
if(Number.isSafeInteger(n3)){
assert(() => typeof n2 === "number");
assert(() => n2 === Number(n));
} else {
assert(() => typeof n2 === "bigint");
assert(() => n2 === n);
}
""")
def test_fernet(selenium_module_scope, data):
sbytes = list(data)
with selenium_context_manager(selenium_module_scope) as selenium:
selenium.load_package("cryptography")
selenium.run(f"""
from cryptography.fernet import Fernet
data = bytes({sbytes})
f = Fernet(Fernet.generate_key())
ct = f.encrypt(data)
assert f.decrypt(ct) == data
""")
def test_logistic_regression(selenium_module_scope):
with selenium_context_manager(selenium_module_scope) as selenium:
selenium.load_package("scikit-learn")
selenium.run("""
from sklearn.datasets import load_iris
from sklearn.linear_model import LogisticRegression
X, y = load_iris(return_X_y=True)
clf = LogisticRegression(random_state=0).fit(X, y)
print(clf.predict(X[:2, :]))
print(clf.predict_proba(X[:2, :]))
print(clf.score(X, y))
""")
def test_ansix923(selenium_module_scope, block_size, data):
sbytes = list(data)
with selenium_context_manager(selenium_module_scope) as selenium:
selenium.load_package("cryptography")
selenium.run(f"""
from cryptography.hazmat.primitives.padding import ANSIX923, PKCS7
block_size = {block_size}
data = bytes({sbytes})
a = ANSIX923(block_size=block_size * 8)
padder = a.padder()
unpadder = a.unpadder()
padded = padder.update(data) + padder.finalize()
assert unpadder.update(padded) + unpadder.finalize() == data
""")
def test_scikit_learn(selenium_module_scope):
with selenium_context_manager(selenium_module_scope) as selenium:
selenium.load_package("scikit-learn")
assert (selenium.run("""
import numpy as np
import sklearn
from sklearn.linear_model import LogisticRegression
rng = np.random.RandomState(42)
X = rng.rand(100, 20)
y = rng.randint(5, size=100)
estimator = LogisticRegression(solver='liblinear')
estimator.fit(X, y)
print(estimator.predict(X))
estimator.score(X, y)
""") > 0)
def test_pkcs7(selenium_module_scope, block_size, data):
sbytes = list(data)
with selenium_context_manager(selenium_module_scope) as selenium:
selenium.load_package("cryptography")
selenium.run(f"""
from cryptography.hazmat.primitives.padding import ANSIX923, PKCS7
block_size = {block_size}
data = bytes({sbytes})
# Generate in [1, 31] so we can easily get block_size in bits by
# multiplying by 8.
p = PKCS7(block_size=block_size * 8)
padder = p.padder()
unpadder = p.unpadder()
padded = padder.update(data) + padder.finalize()
assert unpadder.update(padded) + unpadder.finalize() == data
""")
def test_number_conversions(selenium_module_scope, n):
with selenium_context_manager(selenium_module_scope) as selenium:
import json
s = json.dumps(n)
selenium.run_js(f"""
self.x_js = eval({s!r}); // JSON.parse apparently doesn't work
pyodide.runPython(`
import json
x_py = json.loads({s!r})
`);
""")
assert selenium.run_js(
"""return pyodide.runPython('x_py') === x_js;""")
assert selenium.run("""
from js import x_js
x_js == x_py
""")
def test_string_conversion(selenium_module_scope, s):
@run_in_pyodide
def main(selenium, sbytes):
from pyodide import run_js
spy = bytes(sbytes).decode()
sjs = run_js("""
(sbytes) => {
self.sjs = (new TextDecoder("utf8")).decode(new Uint8Array(sbytes));
return sjs;
}
""")(sbytes)
assert sjs == spy
assert run_js("(spy) => spy === self.sjs")(spy)
with selenium_context_manager(selenium_module_scope) as selenium:
sbytes = list(s.encode())
main(selenium, sbytes)
def test_big_int_conversions2(selenium_module_scope, n):
@run_in_pyodide
def main(selenium, s):
import json
from pyodide import run_js
x_py = json.loads(s)
x_js, check = run_js("""
(s, x_py) => {
let x_js = eval(s + 'n');
return [x_js, x_py === x_js];
}
""")(s, x_py)
assert check
assert x_js == x_py
with selenium_context_manager(selenium_module_scope) as selenium:
import json
s = json.dumps(n)
main(selenium, s)
