def build_editor(ctx):
"""Builds and configures the editor"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(SENTINEL_SCRIPT_PATH,
["run-module", "ue4", "build", "editor"],
data)
utilities.run_cmd(cmd)
def build_editor(ctx):
"""Builds and configures the editor"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./Sentinel.py",
["run-module", "ue4", "build", "editor"],
data)
utilities.run_cmd(cmd)
def from_fst_to_file(in_fst, out_file, in_lex="all.lex", home_path=""):
result = open(out_file, "w")
run_cmd("fstprint --isymbols=" + home_path + in_lex + " --osymbols=" + home_path + "all.lex " + in_fst +
" | cat - | sort -r -n ", result)
result.close()
return
def validate_packages(ctx):
"""Checks project packages for errors"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./Sentinel.py",
["run-module", "ue4", "project", "refresh-asset-info"], data)
utilities.run_cmd(cmd)
def create_lex(in_file, out_lex):
temp = open("tem.lex", "w")
run_cmd("cat " + in_file + "| cut -f 1,2 ", temp)
temp.close()
lexicon_file = open(out_lex, "w")
exit_stat = run_cmd('ngramsymbols tem.lex', lexicon_file)
lexicon_file.close()
return
def commands(ctx, args):
""" Utility commands"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./commands.py", args, data)
utilities.run_cmd(cmd)
def vcs(ctx, args):
"""Interact with the Version Control System"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./sentinel_vcs/vcs_cli.py", args, data)
utilities.run_cmd(cmd)
def ue4(ctx, args):
"""Interact with UE4"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(SENTINEL_UE4, args, data)
utilities.run_cmd(cmd)
def environment(ctx, args):
"""Info about the local environment"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(SENTINEL_ENVIRONMENT, args, data)
utilities.run_cmd(cmd)
def generate_lightmaps(ctx):
"""Generates lightmaps for the project"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./Sentinel.py", ["run-module", "ue4", "project", "commandlet"],
data,
sub_command_arguments=["--task=Build-Lighting"])
utilities.run_cmd(cmd)
def generate_ddc_cache(ctx):
"""Refreshes the DDC cache for the project"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./Sentinel.py", ["run-module", "ue4", "project", "commandlet"],
data,
sub_command_arguments=["--task=generate-ddc-cache"])
utilities.run_cmd(cmd)
def validate_blueprints(ctx):
"""Check all blueprints in the project for errors"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./Sentinel.py", ["run-module", "ue4", "project", "commandlet"],
data,
sub_command_arguments=["--task=Compile-Blueprints"])
utilities.run_cmd(cmd)
def refresh_config(ctx, default=False):
data = utilities.convert_input_to_dict(ctx)
defult_arg = str(default).lower()
generate_config_cmd = utilities.get_commandline(
"./Sentinel.py", ["run-module", "environment", "generate"],
data,
sub_command_arguments=["--default=" + defult_arg])
utilities.run_cmd(generate_config_cmd)
def fix_up_redirectors(ctx):
"""Runs the commandlet fix up redirectors"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
SENTINEL_SCRIPT_PATH, ["run-module", "ue4", "project", "commandlet"],
data,
sub_command_arguments=["--task=fixup-redirectors"])
utilities.run_cmd(cmd)
def validate_project(ctx):
"""Checks the dev environment for errors"""
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./Sentinel.py",
["run-module", "ue4", "build", "editor"],
data)
# If the compile blueprints step fails then it returns an error code, we want the step to exit succesfully
utilities.run_cmd(cmd, overwrite_exit_code=0)
def database(ctx, args):
"""Interact with the Database"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./SentinelDB/SentinelDB.py", args, data)
utilities.run_cmd(cmd)
def ue4(ctx, args):
"""Interact with UE4"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./SentinelUE4/SentinelUE4.py ", args,
data)
utilities.run_cmd(cmd)
def environment(ctx, args):
"""Info about the local environment"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./SentinelEnvironment/SentinelEnvironment.py", args, data)
utilities.run_cmd(cmd)
def run_module(ctx, args):
"""modules in isolation"""
data = utilities.convert_input_to_dict(ctx)
if not args:
args = "--help"
cmd = utilities.get_commandline(script_name="./standalone.py",
script_commands=args,
global_arguments=data)
utilities.run_cmd(cmd)
def aws(ctx, args):
""" Interact with Amazon Web Services """
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./SentinelAWS/SentinelAWS.py",
args,
data,
arguments_at_end=False)
utilities.run_cmd(cmd)
def run_action(ctx, args):
"""actions and commands"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(script_name="./commands.py",
script_commands=args,
global_arguments=data)
utilities.run_cmd(cmd)
def run_query(ctx, args):
"""fetch information from the environment"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(script_name="./queries.py",
script_commands=args,
global_arguments=data)
utilities.run_cmd(cmd)
def run_action(ctx, args):
"""actions and commands"""
if not args:
args = "--help"
data = utilities.convert_input_to_dict(ctx)
script = root_folder.joinpath("commands.py").as_posix()
cmd = utilities.get_commandline(script_name=script,
script_commands=args,
global_arguments=data)
utilities.run_cmd(cmd)
def build_client(ctx, preset, deploy_path, compress):
"""Builds and configures playable client"""
global_args = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline(
"./Sentinel.py", ["run-module", "ue4", "build", "client"],
global_arguments=global_args,
sub_command_arguments=["--preset=" + preset])
utilities.run_cmd(cmd)
if deploy_path:
if deploy_path.lower.startswith("s3"):
print("Dealing with s3 path")
elif os.path.exists(deploy_path):
print("Dealing with an os path")
else:
print("Unable to access access")
def predict(sentence, ordered_labels, all_labels, labels_prob=[], home_path="", stop_words={}, add_prior=False):
from_phrase_to_fst(sentence, home_path + "NB/sentence.fst", home_path)
from_fst_to_file(home_path + "NB/sentence.fst", home_path + "NB/sentence.txt", "all.lex", home_path)
with open(home_path + "NB/sentence_complete.txt", "w") as sentence_complete:
run_cmd("cat " + home_path + "NB/sentence.txt | cut -f 3,4", sentence_complete)
with open(home_path + "NB/sentence_final.txt", "w") as sentence_complete:
run_cmd("crf_test -v 1 -m " + home_path + "crf.lm " + home_path + "NB/sentence_complete.txt ", sentence_complete)
#remove_stop_words("NB/sentence_final.txt", "NB/sentence_final.txt", stop_words)
create_bigrams(home_path + "NB/sentence_final.txt", home_path + "NB/sentence_bigrams.txt", True)
replace_word_with_concept(home_path + "NB/sentence_final.txt", home_path + "NB/token+crf.txt", 2, False)
create_bigrams(home_path + "NB/token+crf.txt", home_path + "NB/token+crf.bigrams.txt", True, '\t', 2)
sums = [look_into_this(home_path + "NB/sentence_bigrams.txt", all_labels, "bi_word", home_path),
look_into_this(home_path + "NB/sentence_bigrams.txt", all_labels, "bi_pos", home_path)]
results = np.sum(sums, axis=0)
value = np.min(results)
index = results.tolist().index(value)
indexes = np.argpartition(results, 3)[:3]
elem = {}
temp = [math.exp(-x) for x in results]
sum_of_probs = float(sum(temp))
for ind in indexes:
elem[ordered_labels[ind]] = math.exp(-results[ind])/sum_of_probs
if add_prior:
results = [math.exp(-x) for x in results]
labels_prob = [x * x for x in labels_prob]
#using the priors
results = np.multiply(results, labels_prob)
index = results.tolist().index(max(results))
result = {}
result["other_classes"] = elem
result["main_class"] = str(math.exp(-value)/sum_of_probs) + "\t" + ordered_labels[index]
return result
def setup(ctx, project_root, engine_root, config_root, artifact_name, vcs_root,
artifacts_root, cache_root):
"""first time environment"""
input_arguments = [
"--project_name=" + project_root, "--engine_path=" + engine_root,
"--artifact_name=" + artifact_name, "--config_path=" + config_root,
"--version_control_root=" + vcs_root,
"--artifacts_root=" + artifacts_root, "--cache_path=" + cache_root
]
global_args = utilities.convert_input_to_dict(ctx)
script = root_folder.joinpath("Sentinel.py").as_posix()
generate_default_config_cmd = utilities.get_commandline(
script, ["run-module", "environment", "make-default-config"],
global_args, input_arguments)
utilities.run_cmd(generate_default_config_cmd)
commands.refresh_config(ctx)
def evaluate(pred_file, test_file_labels, test_file, result_file):
with open("NB/temp.txt", "w") as temp, open(result_file, "w") as results:
with open("NB/temp_complete", "w") as temp2:
run_cmd("paste " + pred_file + " " + test_file_labels, temp)
run_cmd("paste " + test_file + " " + temp.name, temp2)
run_cmd("perl eval/conlleval.pl -d '\t' -r -o NOEXIST < " + temp2.name, results)
temp.close()
os.remove("NB/temp.txt")
def from_file_to_fst(in_file, out_fst_name, in_lex_file, home_path=""):
fst_compile(in_file, "OutputData/intermediateSentence/sentence.fst", in_lex_file, home_path)
fst_compose(home_path + "OutputData/intermediateSentence/sentence.fst", home_path + "third.fst",
home_path + "OutputData/intermediateSentence/sentence_compose.fst")
fst_compose(home_path + "OutputData/intermediateSentence/sentence_compose.fst", home_path +"OutputData/intermediateFst/pos.lm",
home_path + "OutputData/intermediateSentence/sentence_compose_2.fst")
out_fst = open(out_fst_name, "w")
exit_stat = run_cmd("fstrmepsilon " + home_path +
"OutputData/intermediateSentence/sentence_compose_2.fst | fstshortestpath", out_fst)
out_fst.close()
return
def count_n_grams(in_file, out_file, num):
out_cnt = open(out_file, "w")
run_cmd("ngramcount --order=" + str(num) + " --require_symbols=false " + in_file, out_cnt)
out_cnt.close()
return
if not os.path.isfile("third.fst"):
exit_stat = subprocess.call("python createFST.py " + train_file, shell=True)
phrases = []
if "col" in type:
phrases = from_file_to_phrases(input_file)
else:
new_train = open(input_file, "r")
phrases = [x.strip() for x in new_train]
new_train.close()
if os.path.isfile(output_file):
os.remove(output_file)
test_result = open(output_file, 'a')
counter = 1
for phrase in phrases:
from_phrase_to_fst(phrase, "short_sentence_compose.fst")
from_fst_to_file("short_sentence_compose.fst", "fstprinted.txt")
run_cmd("cat fstprinted.txt", test_result)
print(str(counter) + " over " + str(len(phrases)))
counter += 1
test_result.close()
#subprocess.call("python evaluate.py " + correct_labels + " " + test_result.name, shell=True)
#show_fst("short_sentence_compose.fst", "B.png")
def toolchain_specific_setup(args):
log("info", "Running android-specific setup")
cmd = "pacman -S --noconfirm wget sudo"
run_cmd(cmd, as_root=True)
# wget and curl output unsuitable progress bars even when not
# connected to a TTY. Turn them off.
with open("/etc/wgetrc", "a") as f:
print("verbose = off", file=f)
with open("/etc/.curlrc", "a") as f:
print("silent", file=f)
print("show-error", file=f)
log("info", "Downloading & unpacking NDK")
os.chdir("/home/tuscan")
setup_file = "/home/tuscan/ndk.bin"
cmd = "wget -O %s" " http://dl.google.com/android/ndk/android-" "ndk-r10e-linux-x86_64.bin" % (setup_file)
run_cmd(cmd)
cmd = "chmod +x " + setup_file
run_cmd(cmd)
run_cmd(setup_file, output=False)
log("info", "Setting up toolchain")
cmd = (
"/home/tuscan/android-ndk-r10e/build/tools/"
"make-standalone-toolchain.sh"
" --arch=arm --platform=android-21 "
" --install-dir=" + "/toolchain_root"
)
run_cmd(cmd)
cmd = "chown -R tuscan: " + "/toolchain_root"
run_cmd(cmd, as_root=True)
cmd = "chown -R tuscan: /home/tuscan/android-ndk-r10e"
run_cmd(cmd, as_root=True)
for f in os.listdir(os.path.join("/toolchain_root", "bin")):
f = os.path.join("/toolchain_root", "bin", f)
cmd = "chmod a+rx %s" % f
run_cmd(cmd, as_root=True)
for lines in pos:
words = lines.split("\t")
unknw_fst.write("0\t0\t<unk>\t" + words[0] + "\t" + str(-1 * math.log(1.0 / float(number_of_tokens))) + "\n")
unknw_fst.write("0")
unknw_fst.close()
pos.close()
create_lex(name_train_token_pos_lemma, "all.lex")
fst_compile("OutputData/intermediateFst/token_pos_fst.prefst", "OutputData/intermediateFst/first.fst")
fst_compile("OutputData/intermediateFst/unkwn_fst.txt", "OutputData/intermediateFst/unkwn_fst.fst")
fst_union("OutputData/intermediateFst/unkwn_fst.fst", "OutputData/intermediateFst/first.fst", "second.fst")
new_file = open("third.fst", "w")
run_cmd("fstclosure second.fst", new_file)
new_file.close()
# Pos pharases created
pos_phrase = open("OutputData/count_prob/pos_sentence.txt", "w")
run_cmd(
"cat " + name_train_token_pos_lemma +
" | cut -f 2 | sed 's/^ *$/#/g' | tr '\n' ' ' | tr '#' '\n' | sed 's/^ *//g;s/ *$//g' ",
pos_phrase)
pos_phrase.close()
text_to_FAR("OutputData/count_prob/pos_sentence.txt", "OutputData/intermediateFst/pos.far")
create_lm("OutputData/intermediateFst/pos.far", "OutputData/intermediateFst/pos.lm", 4)
"""
# for Lemmas
def fst_union(first_file, second_file, out):
out_fst = open(out, "w")
exit_stat = run_cmd('fstunion ' + first_file + " " + second_file, out_fst)
out_fst.close()
return
def toolchain_specific_setup(args):
log("info", "Running android-specific setup")
if not os.path.isdir("/sysroot"):
os.mkdir("/sysroot")
recursive_chown("/sysroot")
# wget and curl output unsuitable progress bars even when not
# connected to a TTY. Turn them off.
with open("/etc/wgetrc", "a") as f:
print("verbose = off", file=f)
with open("/etc/.curlrc", "a") as f:
print("silent", file=f)
print("show-error", file=f)
log("info", "Downloading & unpacking NDK")
os.chdir("/home/tuscan")
setup_file = "/home/tuscan/ndk.bin"
cmd = ("wget -O %s"
" http://dl.google.com/android/ndk/android-"
"ndk-r10e-linux-x86_64.bin" % (setup_file))
run_cmd(cmd)
cmd = "chmod +x " + setup_file
run_cmd(cmd)
run_cmd(setup_file, output=False)
log("info", "Setting up toolchain")
cmd = ("/home/tuscan/android-ndk-r10e/build/tools/"
"make-standalone-toolchain.sh"
" --arch=arm --platform=android-21 "
" --install-dir=" + "/sysroot")
run_cmd(cmd)
cmd = "chown -R tuscan: " + "/sysroot"
run_cmd(cmd, as_root=True)
cmd = "chown -R tuscan: /home/tuscan/android-ndk-r10e"
run_cmd(cmd, as_root=True)
bindirs = [
"/sysroot/bin", "/sysroot/libexec/gcc/arm-linux-androideabi/4.8"
]
for d in bindirs:
for f in os.listdir(d):
f = os.path.join(d, f)
cmd = "chmod a+rx %s" % f
run_cmd(cmd, as_root=True)
for f in os.listdir("/sysroot"):
if os.path.isdir(os.path.join("/sysroot", f)):
shutil.copytree(os.path.join("/sysroot", f),
os.path.join("/toolchain_root", f))
elif os.path.isfile(os.path.join("/sysroot", f)):
shutil.copy(os.path.join("/sysroot", f), "/toolchain_root")
recursive_chown("/toolchain_root")
def create_lm(in_file, out_file_name, num=3, metod="witten_bell"):
count_name = "OutputData/count_prob/pos_sen.cnt"
count_n_grams(in_file, count_name, num)
out_file = open(out_file_name, "w")
run_cmd("ngrammake --method=" + metod + " " + count_name, out_file)
return
def fst_compose(first, second, out):
out_fst = open(out, "w")
exit_stat = run_cmd('fstcompose ' + first + ' ' + second, out_fst)
out_fst.close()
def fst_compile(in_file, out_file, i_lex_file="all.lex", home_path=""):
out_fst = open(home_path + out_file, "w")
exit_stat = run_cmd('fstcompile --isymbols=' + home_path + i_lex_file + ' --osymbols=' + home_path + 'all.lex ' + in_file, out_fst)
out_fst.close()
return
def main():
"""Install vanilla bootstrap packages from local mirror.
Installing all the bootstrap packages is a lengthy (and highly
disk-IO bound, thus serializing) procedure, so it's best to do it
only once. Instead of having each container running the make_package
stage installing the boostrap packages, we install the bootstrap
packages in this container and then base the make_package containers
on the image of this container.
"""
parser = get_argparser()
args = parser.parse_args()
# GPG takes time. Remove package signature checks.
lines = []
with open("/etc/pacman.conf") as f:
for line in f:
if re.search("SigLevel", line):
lines.append("SigLevel = Never")
else:
lines.append(line.strip())
with open("/etc/pacman.conf", "w") as f:
for line in lines:
print(line.strip(), file=f)
name_data_file = os.path.join(args.shared_directory, "get_base_package_names", "latest", "names.json")
with open(name_data_file) as f:
name_data = json.load(f)
bootstrap_packs = name_data["base"] + name_data["base_devel"] + name_data["tools"] + ["sloccount"]
vanilla = "file://" + args.mirror_directory + "/$repo/os/$arch"
log("info", "Printing %s to mirrorlist" % vanilla)
with open("/etc/pacman.d/mirrorlist", "w") as f:
print("Server = " + vanilla, file=f)
cmd = "pacman -Syy --noconfirm"
time = timestamp()
cp = subprocess.run(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.STDOUT, universal_newlines=True)
log("command", cmd, cp.stdout.splitlines(), time)
if cp.returncode:
exit(1)
cmd = "pacman -Su --noconfirm " + " ".join(bootstrap_packs)
time = timestamp()
cp = subprocess.run(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.STDOUT, universal_newlines=True)
log("command", cmd, cp.stdout.splitlines(), time)
if cp.returncode:
exit(1)
run_cmd("useradd -m -s /bin/bash tuscan", as_root=True)
# User 'tuscan' needs to be able to use sudo without being harassed
# for passwords) and so does root (to su into tuscan)
with open("/etc/sudoers", "a") as f:
print("tuscan ALL=(ALL) NOPASSWD: ALL", file=f)
print("root ALL=(ALL) NOPASSWD: ALL", file=f)
# Download and install bear
with tempfile.TemporaryDirectory() as d:
url = "https://github.com/karkhaz/Bear/blob/master/" "bear-2.1.5-1-x86_64.pkg.tar.xz?raw=true"
response = urllib.request.urlopen(url)
tar_file = response.read()
pkg_name = "bear.pkg.tar.xz"
with open(os.path.join(d, pkg_name), "wb") as f:
f.write(tar_file)
os.chdir(d)
cmd = "pacman -U --noconfirm %s" % pkg_name
cp = subprocess.run(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.STDOUT, universal_newlines=True)
log("command", cmd, cp.stdout.splitlines())
if cp.returncode:
exit(1)
os.mkdir("/toolchain_root")
shutil.chown("/toolchain_root", "tuscan")
# Replace native tools with thin wrappers
with open("/build/tool_redirect_rules.yaml") as f:
transforms = yaml.load(f)
execs = transforms["overwrite"] + list(transforms["replacements"].keys())
for e in set(execs):
execs.remove(e)
if execs:
log(
"error",
("The following executables have been specified " "twice in the tool_redirect_rules.yaml: %s" % str(execs)),
)
exit(1)
for e in transforms["overwrite"]:
transforms["replacements"][e] = e
transforms.pop("overwrite", None)
jinja = jinja2.Environment(loader=jinja2.FileSystemLoader(["/build"]))
wrapper_temp = jinja.get_template("tool_wrapper.c")
with tempfile.TemporaryDirectory() as tmp_dir:
for native, toolchain in transforms["replacements"].items():
wrapper = wrapper_temp.render(
native_program=native, toolchain_prefix=transforms["prefix"], toolchain_program=toolchain
)
with tempfile.NamedTemporaryFile("w", suffix=".c") as temp:
temp.write(wrapper)
temp.flush()
cmd = "gcc -o %s %s" % (os.path.join(tmp_dir, native), temp.name)
proc = subprocess.Popen(
cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.STDOUT, universal_newlines=True
)
out, _ = proc.communicate()
if proc.returncode:
body = "%s\n%s\n%s" % (cmd, out, wrapper)
log("error", "Failed to compile compiler wrapper", body=body)
exit(1)
for wrapper in os.listdir(tmp_dir):
shutil.move(os.path.join(tmp_dir, wrapper), os.path.join("/usr/bin", wrapper))
setup.toolchain_specific_setup(args)
exit(0)
def get_commit_id(ctx):
"""Returns the current commit ID"""
global_args = utilities.convert_input_to_dict(ctx)
cmd = utilities.get_commandline("./Sentinel.py ", ["run-module", "vcs", "get-current-commit-id"])
utilities.run_cmd(cmd)
def text_to_FAR(infile, outfile):
out_far = open(outfile, "w")
run_cmd("farcompilestrings --symbols=all.lex --unknown_symbol='<unk>' " + infile, out_far)
out_far.close()
return