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run_tests.py
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run_tests.py
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# Run Tests
import os
import sys
from pymongo import MongoClient
submodules = (
"test_functional",
"test_experimental",
"test_stateful",
"test_tensorflow",
"test_torch",
"test_jax",
"test_numpy",
"test_misc",
)
db_dict = {
"test_functional/test_core": ["core", 10],
"test_experimental/test_core": ["exp_core", 11],
"test_functional/test_nn": ["nn", 12],
"test_experimental/test_nn": ["exp_nn", 13],
"test_stateful": ["stateful", 14],
"test_torch": ["torch", 15],
"test_jax": ["jax", 16],
"test_tensorflow": ["tensorflow", 17],
"test_numpy": ["numpy", 18],
"test_misc": ["misc", 19],
}
result_config = {
"success": "https://img.shields.io/badge/-success-success",
"failure": "https://img.shields.io/badge/-failure-red",
}
def make_clickable(url, name):
return '<a href="{}" rel="noopener noreferrer" '.format(
url
) + 'target="_blank"><img src={}></a>'.format(name)
def get_submodule(test_path):
test_path = test_path.split("/")
for name in submodules:
if name in test_path:
if name == "test_functional":
coll = db_dict["test_functional/" + test_path[-2]]
elif name == "test_experimental":
coll = db_dict["test_experimental/" + test_path[-2]]
else:
coll = db_dict[name]
submod_test = test_path[-1]
submod, test_fn = submod_test.split("::")
submod = submod.replace("test_", "").replace(".py", "")
return coll, submod, test_fn
def update_individual_test_results(collection, id, submod, backend, test, result, backend_version=None, frontend_version=None):
key = submod + "." + backend + "." + test
if backend_version is not None:
backend_version = backend_version.replace(".", "_")
key += "." + backend_version
if frontend_version is not None:
frontend_version = frontend_version.replace(".", "_")
key += "." + frontend_version
collection.update_one(
{"_id": id},
{"$set": {key: result}},
upsert=True,
)
return
def remove_from_db(collection, id, submod, backend, test):
collection.update_one(
{"_id": id},
{"$unset": {submod + "." + backend + ".": test}},
)
return
def run_multiversion_testing():
failed = False
cluster = MongoClient(
f"mongodb+srv://deep-ivy:{mongo_key}@cluster0.qdvf8q3.mongodb.net/?retryWrites=true&w=majority" # noqa
)
db = cluster["Ivy_tests_multi"]
with open("tests_to_run", "r") as f:
for line in f:
test, backend = line.split(",")
coll, submod, test_fn = get_submodule(test)
print(coll, submod, test_fn)
frontend_version = None
if ";" in backend:
# This is a frontend test
backend, frontend = backend.split(";")
frontend_version = '/'.join(frontend.split("/")[1:])
command = f'docker run --rm --env REDIS_URL={redis_url} --env REDIS_PASSWD={redis_pass} -v "$(pwd)":/ivy -v "$(pwd)"/.hypothesis:/.hypothesis unifyai/multiversion:latest /opt/miniconda/envs/multienv/bin/python -m pytest --tb=short {test} --backend={backend} --frontend={frontend}'
ret = os.system(command)
else:
ret = os.system(
f'docker run --rm --env REDIS_URL={redis_url} --env REDIS_PASSWD={redis_pass} -v "$(pwd)":/ivy -v "$(pwd)"/.hypothesis:/.hypothesis unifyai/multiversion:latest /opt/miniconda/envs/multienv/bin/python -m pytest --tb=short {test} --backend={backend}'
)
if ret != 0:
res = make_clickable(run_id, result_config["failure"])
failed = True
else:
res = make_clickable(run_id, result_config["success"])
backend_list = backend.split("/")
backend_name = backend_list[0] + "\n"
backend_version = '/'.join(backend_list[1:])
update_individual_test_results(
db[coll[0]], coll[1], submod, backend_name, test_fn, res, backend_version, frontend_version
)
if failed:
exit(1)
exit(0)
if __name__ == "__main__":
redis_url = sys.argv[1]
redis_pass = sys.argv[2]
mongo_key = sys.argv[3]
version_flag = sys.argv[4]
gpu_flag = sys.argv[5]
workflow_id = sys.argv[6]
if len(sys.argv) > 7:
print(f"Job URL available -: {sys.argv}")
run_id = sys.argv[7]
else:
run_id = "https://github.com/unifyai/ivy/actions/runs/" + workflow_id
failed = False
# Gpu based testing
with_gpu = False
if gpu_flag == "true":
with_gpu = True
# multiversion testing
if version_flag == "true":
run_multiversion_testing()
cluster = MongoClient(
f"mongodb+srv://deep-ivy:{mongo_key}@cluster0.qdvf8q3.mongodb.net/?retryWrites=true&w=majority" # noqa
)
db = cluster["Ivy_tests"]
with open("tests_to_run", "r") as f:
for line in f:
test, backend = line.split(",")
coll, submod, test_fn = get_submodule(test)
print(coll, submod, test_fn)
if with_gpu:
ret = os.system(
f'docker run -it --rm --gpus all --env REDIS_URL={redis_url} --env REDIS_PASSWD={redis_pass} -v "$(pwd)":/ivy -v "$(pwd)"/.hypothesis:/.hypothesis unifyai/ivy:latest-gpu python3 -m pytest --tb=short {test} --backend {backend} --device gpu:0' # noqa
# noqa
)
else:
ret = os.system(
f'docker run --rm --env REDIS_URL={redis_url} --env REDIS_PASSWD={redis_pass} -v "$(pwd)":/ivy -v "$(pwd)"/.hypothesis:/.hypothesis unifyai/ivy:latest python3 -m pytest --tb=short {test} --backend {backend}' # noqa
# noqa
)
if ret != 0:
res = make_clickable(run_id, result_config["failure"])
update_individual_test_results(
db[coll[0]], coll[1], submod, backend, test_fn, res
)
failed = True
else:
res = make_clickable(run_id, result_config["success"])
update_individual_test_results(
db[coll[0]], coll[1], submod, backend, test_fn, res
)
try:
with open("tests_to_remove", "r") as f:
for line in f:
test, backend = line.split(",")
coll, submod, test_fn = get_submodule(test)
print(coll, submod, test_fn)
remove_from_db(db[coll[0]], coll[1], submod, backend, test_fn)
except Exception:
pass
if failed:
exit(1)