def doit(opts):
print ('-- Generating base APIs')
common.mkdir_p(opts.include_dir)
filename = os.path.join(opts.include_dir, 'functions.h')
if not common.can_create_filename(opts, filename):
return
with common.open_utf8(filename) as out:
out.write('''#ifndef NSIMD_FUNCTIONS_H
#define NSIMD_FUNCTIONS_H
'''.format(year=date.today().year))
for op_name, operator in operators.operators.items():
out.write('''{}
#include NSIMD_AUTO_INCLUDE({}.h)
{}
{}
'''.format(common.hbar, operator.name,
get_c_base_generic(operator),
get_cxx_base_generic(operator)))
out.write('''{hbar}
{put_decl}
{hbar}
#endif'''. \
format(hbar=common.hbar, put_decl=get_put_decl()))
common.clang_format(opts, filename)
def save_issue(fmt, rendered, lang, is_dev=DEBUG, date=False):
fargs = {
"fmt": fmt,
"date_str": datetime.utcnow().strftime("%Y%m%d"),
"lang_shortcode": lang,
"dev_flag": "",
"email_flag": "",
}
if date:
fargs["date_str"] = date
if is_dev:
fargs["dev_flag"] = "_dev"
if fmt == "email":
fargs["email_flag"] = "_e"
fargs["fmt"] = "html"
out_path = ARCHIVE_PATH_TMPL.format(**fargs)
try:
out_file = open(out_path, "w")
except IOError:
mkdir_p(os.path.dirname(out_path))
out_file = open(out_path, "w")
# if exception, couldn't create file or parent directories
with out_file:
out_file.write(rendered)
return (out_path, len(rendered))
def add_user_certificate(username, full_name):
# Generate passphrase and write it to file
mkdir_p('certs')
run("diceware -n 6 > certs/{}.passphrase".format(username), shell=True)
# Generate user RSA key
cmd = "openssl genrsa -aes256 -passout file:certs/{0}.passphrase -out certs/{0}.key 4096"
run(cmd.format(username), shell=True)
# Generate certificate config and write it to file
create_ldif('cnf', {
'username': username,
'name': full_name
}, 'tmpdir/certs/{}.cnf'.format(username))
# Generate certificate signing request
cmd = "openssl req -new -key certs/{0}.key -passin file:certs/{0}.passphrase -config tmpdir/certs/{0}.cnf -out tmpdir/certs/{0}.csr"
run(cmd.format(username), shell=True)
# Sign certificate using CA
cmd = "openssl x509 -req -days 3650 -in tmpdir/certs/{0}.csr -passin file:/etc/ldap/ssl/team10-ca.passphrase -CA /etc/ldap/ssl/team10-ca.cert.pem -CAkey /etc/ldap/ssl/team10-ca.key.pem -CAserial /etc/ldap/ssl/team10-ca.cert.srl -out certs/{0}.crt"
run(cmd.format(username), shell=True)
# Convert certificate to LDAP usable format
cmd = "openssl x509 -inform pem -outform der -in certs/{0}.crt -out tmpdir/certs/{0}.crt.der"
run(cmd.format(username), shell=True)
# Generate ldif for change and execute it
filename = 'tmpdir/certs/{}.ldif'.format(username)
create_ldif('add_certificate_ldif', {
'username': username,
'pwd': os.getcwd()
}, filename)
add_ldif(filename)
def write_aids_to_file(cfg, args, rpt_summary):
log.info("-----------------------------")
filepaths = {}
if 'aids' not in rpt_summary:
return filepaths
from bson.json_util import dumps
dbnames = rpt_summary['aids']['dbnames']
if dbnames and len(dbnames) > 0:
for dbname in dbnames:
aidsdata = get_annotation_data(cfg, dbname)
timestamp = ("{:%d%m%y_%H%M%S}").format(datetime.datetime.now())
logs_basepath = os.path.join(os.getenv('AI_LOGS'), 'annon', dbname)
## create logs_basepath if does not exists
common.mkdir_p(logs_basepath)
aidsdata_keys = aidsdata.keys()
log.info("aidsdata.keys: {}".format(aidsdata_keys))
for split in aidsdata_keys:
filepath = os.path.join(logs_basepath,
split + '-' + timestamp + '.json')
filepaths[split] = [filepath]
with open(filepath, 'w') as fw:
json_str = dumps(aidsdata[split])
json.dump(json.loads(json_str), fw)
return filepaths
def save_issue(fmt, rendered, lang, is_dev=DEBUG, date=False):
fargs = {
'fmt': fmt,
'date_str': datetime.utcnow().strftime('%Y%m%d'),
'lang_shortcode': lang,
'dev_flag': '',
'email_flag': ''
}
if date:
fargs['date_str'] = date
if is_dev:
fargs['dev_flag'] = '_dev'
if fmt == 'email':
fargs['email_flag'] = '_e'
fargs['fmt'] = 'html'
out_path = ARCHIVE_PATH_TMPL.format(**fargs)
try:
out_file = open(out_path, 'w')
except IOError:
mkdir_p(os.path.dirname(out_path))
out_file = open(out_path, 'w')
# if exception, couldn't create file or parent directories
with out_file:
out_file.write(rendered)
return (out_path, len(rendered))
def doit(opts):
common.myprint(opts, 'Generating ulps')
common.mkdir_p(opts.ulps_dir)
for op_name, operator in operators.operators.items():
if not operator.tests_mpfr:
continue
if op_name in ['gammaln', 'lgamma', 'pow']:
continue
mpfr_func = operator.tests_mpfr_name()
mpfr_rnd = ", MPFR_RNDN"
for typ in common.ftypes:
if typ == 'f16':
random_generator = random_f16_generator
convert_to_type = "nsimd_f32_to_f16"
convert_from_type = "nsimd_f16_to_f32"
mantisse = 10
size = 0xffff
mpfr_suffix = "flt"
elif typ == 'f32':
convert_to_type = "(f32)"
convert_from_type = ""
random_generator = random_f32_generator
mantisse = 23
#size = 0xffffffff
size = 0x00ffffff
mpfr_suffix = "flt"
elif typ == 'f64':
convert_to_type = "(f64)"
convert_from_type = ""
random_generator = random_f64_generator
mantisse = 52
size = 0x00ffffff
mpfr_suffix = "d"
else:
raise Exception('Unsupported type "{}"'.format(typ))
filename = os.path.join(opts.ulps_dir, '{}_{}_{}.cpp'. \
format(op_name, "ulp", typ))
if not common.can_create_filename(opts, filename):
continue
with common.open_utf8(opts, filename) as out:
out.write(includes)
out.write(gen_tests.relative_distance_cpp)
out.write(
code.format(typ=typ,
nsimd_func=op_name,
mpfr_func=mpfr_func,
mpfr_rnd=mpfr_rnd,
random_generator=random_generator,
convert_from_type=convert_from_type,
convert_to_type=convert_to_type,
mantisse=mantisse,
SIZE=size,
mpfr_suffix=mpfr_suffix))
common.clang_format(opts, filename)
def get_image(cfg, json_file):
log.info("json_file : {}".format(json_file))
to_path = "/home/nikhil/Documents/placebo-images"
log.info("to_path : {}".format(to_path))
IMAGE_API = cfg['IMAGE_API']
USE_IMAGE_API = IMAGE_API['ENABLE']
SAVE_LOCAL_COPY = True
tic = time.time()
timestamp = ("{:%d%m%y_%H%M%S}").format(datetime.datetime.now())
log.info("json_file: {}".format(json_file))
log.info("to_path: {}".format(to_path))
save_path = os.path.join(to_path, 'lnd-' + timestamp)
common.mkdir_p(save_path)
images_save_path = os.path.join(save_path, 'images')
log.info("images_save_path: {}".format(images_save_path))
common.mkdir_p(images_save_path)
with open(json_file, 'r') as file:
json_lines = json.load(file)
for i, im in tqdm.tqdm(enumerate(json_lines), total=len(json_lines)):
if USE_IMAGE_API:
get_img_from_url_success = annonutils.get_image_from_url(
IMAGE_API,
im,
images_save_path,
save_local_copy=SAVE_LOCAL_COPY,
resize_image=True)
def main(argv):
args = parse_cl(argv)
if not args.tag:
args.tag = os.path.basename(os.path.normpath(args.dir))
mkdir_p(args.out_dir)
out_bnames = write_patterns(args.dir, args.out_dir, args.tag)
return out_bnames
def test_mkdirp(self):
with warnings.catch_warnings():
warnings.simplefilter("ignore")
fname = os.tempnam()
fname = os.path.join(fname, 'a', 'b12', 'zasdasd')
common.mkdir_p(fname)
self.assertTrue(os.path.isdir(fname))
shutil.rmtree(fname)
def test_mkdirp(self):
with warnings.catch_warnings():
warnings.simplefilter("ignore")
fname = os.tempnam()
fname = os.path.join(fname, 'a', 'b12', 'zasdasd')
common.mkdir_p(fname)
self.assertTrue(os.path.isdir(fname))
shutil.rmtree(fname)
def doit(opts):
common.mkdir_p(opts.src_dir)
common.myprint(opts, 'Generating source for binary')
opts.platforms = common.get_platforms(opts)
for platform in opts.platforms:
mod = opts.platforms[platform]
for simd_ext in mod.get_simd_exts():
write_cpp(opts, simd_ext, mod.emulate_fp16(simd_ext))
def get_image_from_url(image_api,
image_name,
base_path_img='',
save_local_copy=True,
debug=False,
resize_image=False):
"""Get the image from HTTP/HTTPS URL
REF:
http://docs.python-requests.org/en/master/user/quickstart/
https://realpython.com/python-requests/
https://stackoverflow.com/questions/13137817/how-to-download-image-using-requests
TODO:
error handling in fetching image file
"""
# log.info("\nget_image_from_url:-----------------------------")
filepath_img = os.path.join(base_path_img, image_name)
success = False
if os.path.exists(filepath_img):
# log.info("Image already exists: filepath_img: {}".format(filepath_img))
success = True
else:
base_url = image_api['URL']
params = image_api['PARAMS']
params['image'] = image_name
res = requests.get(base_url, params=params, stream=True)
if debug:
# log.info("Request url,status_code,content-type" )
# log.info("res:{}".format(res))
log.info("{}\n,{},{}".format(res.url, res.status_code,
res.headers['content-type']))
if res.status_code == 200:
if save_local_copy:
## Create the base_path_img if not exists and is not empty
if base_path_img and not os.path.exists(base_path_img):
common.mkdir_p(base_path_img)
if resize_image:
image = Image.open(BytesIO(res.content))
image = image.resize((1280, 720), Image.ANTIALIAS)
image.save(filepath_img)
success = True
else:
with open(filepath_img, 'wb') as of:
res.raw.decode_content = True
# shutil.copyfileobj(res.raw, of)
of.write(res.content)
success = True
log.info("Image saved at filepath_img: {}".format(
filepath_img))
del res
return success
def get_filename(opts, op, lf, rt):
tests_dir = os.path.join(opts.tests_dir, "modules/fixed_point")
common.mkdir_p(tests_dir)
filename = os.path.join(tests_dir, '{}.fp_{}_{}.cpp'.format(op, lf, rt))
if os.path.exists(filename):
os.remove(filename)
if common.can_create_filename(opts, filename):
return filename
else:
return None
def gen_html(opts):
# check if md2html exists
md2html = 'md2html.exe' if platform.system() == 'Windows' else 'md2html'
doc_dir = os.path.join(opts.script_dir, '..', 'doc')
full_path_md2html = os.path.join(doc_dir, md2html)
if not os.path.isfile(full_path_md2html):
msg = '-- Cannot generate HTML: {} not found. '.format(md2html)
if platform.system() == 'Windows':
msg += 'Run "nmake /F Makefile.win" in {}'.format(doc_dir)
else:
msg += 'Run "make -f Makefile.nix" in {}'.format(doc_dir)
print(msg)
return
# get all markdown files
md_dir = os.path.join(doc_dir, 'markdown/modules/fixed_point')
html_dir = os.path.join(doc_dir, 'html/modules/fixed_point')
common.mkdir_p(html_dir)
dirs = [md_dir]
md_files = []
while len(dirs) > 0:
curr_dir = dirs.pop()
entries = os.listdir(curr_dir)
for entry in entries:
full_path_entry = os.path.join(curr_dir, entry)
if full_path_entry == '..' or full_path_entry == '.':
continue
elif os.path.isdir(full_path_entry):
continue
elif entry.endswith('.md'):
md_files.append(full_path_entry)
# header and footer
doc_title = '`nsimd` fixed point module documentation'
root_dir = '../..'
assets_dir = '../../assets'
img_dir = '../../img'
header = header_src.format(doc_title=doc_title,
root_dir=root_dir,
img_dir=img_dir,
assets_dir=assets_dir)
footer = footer_src
tmp_file = os.path.join(doc_dir, 'tmp.html')
for filename in md_files:
i = filename.rfind('markdown')
if i == -1:
continue
output = filename[0:i] + 'html' + filename[i + 8:-2] + 'html'
common.mkdir_p(os.path.dirname(output))
os.system('{} "{}" "{}"'.format(full_path_md2html, filename, tmp_file))
with common.open_utf8(opts, output) as fout:
fout.write(header)
with io.open(tmp_file, mode='r', encoding='utf-8') as fin:
fout.write(fin.read())
fout.write(footer)
def initialize(self):
# safety check to make sure we don't blow away an existing cluster!
if self.use_existing:
raise RuntimeError('initialize was called on an existing cluster! Avoiding touching anything.')
super(Ceph, self).initialize()
# unmount any kernel rbd volumes
self.rbd_unmount()
# shutdown any old processes
self.shutdown()
# Cleanup old junk and create new junk
self.cleanup()
common.mkdir_p(self.tmp_dir)
common.pdsh(settings.getnodes('head', 'clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.tmp_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.pid_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.log_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.monitoring_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.core_dir).communicate()
self.distribute_conf()
# Set the core directory
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'echo "%s/core.%%e.%%p.%%h.%%t" | sudo tee /proc/sys/kernel/core_pattern' % self.tmp_dir).communicate()
# Create the filesystems
self.setup_fs()
# Build the cluster
monitoring.start('%s/creation' % self.monitoring_dir)
self.make_mons()
self.make_osds()
self.start_rgw()
monitoring.stop()
# Check Health
monitoring.start('%s/initial_health_check' % self.monitoring_dir)
self.check_health()
monitoring.stop()
# Disable scrub and wait for any scrubbing to complete
self.disable_scrub()
self.check_scrub()
# Make the crush and erasure profiles
self.make_profiles()
# Peform Idle Monitoring
if self.idle_duration > 0:
monitoring.start("%s/idle_monitoring" % self.monitoring_dir)
time.sleep(self.idle_duration)
monitoring.stop()
return True
def initialize(self):
# safety check to make sure we don't blow away an existing cluster!
if self.use_existing:
raise RuntimeError('initialize was called on an existing cluster! Avoiding touching anything.')
super(Ceph, self).initialize()
# unmount any kernel rbd volumes
self.rbd_unmount()
# shutdown any old processes
self.shutdown()
# Cleanup old junk and create new junk
self.cleanup()
common.mkdir_p(self.tmp_dir)
common.pdsh(settings.getnodes('head', 'clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.tmp_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.pid_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.log_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.monitoring_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.core_dir).communicate()
self.distribute_conf()
# Set the core directory
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'echo "%s/core.%%e.%%p.%%h.%%t" | sudo tee /proc/sys/kernel/core_pattern' % self.tmp_dir).communicate()
# Create the filesystems
self.setup_fs()
# Build the cluster
monitoring.start('%s/creation' % self.monitoring_dir)
self.make_mons()
self.make_osds()
self.start_rgw()
monitoring.stop()
# Check Health
monitoring.start('%s/initial_health_check' % self.monitoring_dir)
self.check_health()
monitoring.stop()
# Disable scrub and wait for any scrubbing to complete
self.disable_scrub()
self.check_scrub()
# Make the crush and erasure profiles
self.make_profiles()
# Peform Idle Monitoring
if self.idle_duration > 0:
monitoring.start("%s/idle_monitoring" % self.monitoring_dir)
time.sleep(self.idle_duration)
monitoring.stop()
return True
def gen_archis_platform(opts, platform):
include_dir = os.path.join(opts.include_dir, platform)
for s in opts.platforms[platform].get_simd_exts():
print('-- Found new SIMD extension: {}'.format(s))
if s in opts.simd:
simd_dir = os.path.join(include_dir, s)
common.mkdir_p(simd_dir)
gen_archis_types(opts, simd_dir, platform, s)
gen_archis_simd(opts, platform, s, simd_dir)
else:
print('-- Extension excluded by command line')
def unpack_res(file_path, dir_path):
with open(file_path) as f:
data = f.read()
res = ResourceFile.parse(data)
mkdir_p(dir_path)
for file_name, file_data in res.items():
with open(os.path.join(dir_path, file_name), "wb") as f:
f.write(file_data)
def __init__(self, path=str(datetime.now().strftime("%Y%m%d%H%M%S"))):
self.path = os.path.join(config.HISTORY_DIR, path)
self.history = {
'radius': [],
'epoch_time': [],
'error': [],
'xs_files': [],
'xs_images': [],
'animation': None
}
if os.path.exists(self.path):
shutil.rmtree(self.path, ignore_errors=True)
common.mkdir_p(self.path)
def detect_from_images(appcfg, dnnmod, images, path, model, class_names, cmdcfg, api_model_key, show_bbox=False):
"""detections from the images
Convention:
image - image filename
filepath - the absolute path of the image input file location
im - binary data after reading the image file
TODO:
1. Prediction details log:
- model details (path), copy of configuration, arch used, all class_names used in predictions, execution time etc.
2. Verify that masks are properly scaled to the original image dimensions
3. Impact on prediction of replacing skimage.io.imread with imread wrapper
4. call response providing the pointer to the saved files
5. viz from jsonres
6. memory leak in reading image as read time increases
7. async file and DB operation. MongoDB limit of 16 MB datasize
"""
## always create abs filepaths and respective directories
timestamp = "{:%d%m%y_%H%M%S}".format(datetime.datetime.now())
filepath = os.path.join(path, "predict-"+timestamp)
common.mkdir_p(filepath)
for d in ['splash', 'mask', 'annotations', 'viz', 'mmask', 'oframe']:
common.mkdir_p(os.path.join(filepath,d))
detect = apputil.get_module_fn(dnnmod, "detect")
DBCFG = appcfg['APP']['DBCFG']
CBIRCFG = DBCFG['CBIRCFG']
# mclient = motor.motor_asyncio.AsyncIOMotorClient('mongodb://'+CBIRCFG['host']+':'+str(CBIRCFG['port']))
# dbname = CBIRCFG['dbname']
# db = mclient[dbname]
# collection = db['IMAGES']
# _create_res(detect, filepath, images, path, model, class_names, cmdcfg, api_model_key)
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
try:
loop.run_until_complete(_create_res(detect, filepath, images, path, model, class_names, cmdcfg, api_model_key, show_bbox=show_bbox))
finally:
# shutting down and closing fil descriptors after interupt
loop.run_until_complete(loop.shutdown_asyncgens())
loop.close()
file_names = []
res = []
return file_names,res
def initialize(self):
super(Ceph, self).initialize()
# unmount any kernel rbd volumes
self.rbd_unmount()
# shutdown any old processes
self.shutdown()
# Cleanup old junk and create new junk
self.cleanup()
common.mkdir_p(self.tmp_dir)
common.pdsh(settings.getnodes('head', 'clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.tmp_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.pid_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.log_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.monitoring_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.core_dir).communicate()
self.distribute_conf()
# Set the core directory
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'echo "%s/core.%%e.%%p.%%h.%%t" | sudo tee /proc/sys/kernel/core_pattern' % self.tmp_dir).communicate()
# Create the filesystems
self.setup_fs()
# Build the cluster
monitoring.start('%s/creation' % self.monitoring_dir)
self.make_mons()
self.make_osds()
self.start_rgw()
monitoring.stop()
# Check Health
monitoring.start('%s/initial_health_check' % self.monitoring_dir)
self.check_health()
monitoring.stop()
# Wait for initial scrubbing to complete (This should only matter on pre-dumpling clusters)
self.check_scrub()
# Make the crush and erasure profiles
self.make_profiles()
# Peform Idle Monitoring
if self.idle_duration > 0:
monitoring.start("%s/idle_monitoring" % self.monitoring_dir)
time.sleep(self.idle_duration)
monitoring.stop()
return True
def set_user_password(username, ous, cp_to=None):
p = run("diceware -n 6", shell=True, capture_output=True)
pw = p.stdout.decode('utf-8')[:-1]
mkdir_p('pws')
with open('pws/{}.team10.ldap.pw'.format(username), 'w') as f:
f.write(pw + '\n')
if cp_to is not None:
cmd = "runuser -l {0} -c \"echo '{1}' > {2}{0}.team10.ldap.pw\""
run(cmd.format(username, pw, cp_to), shell=True)
identifier = ("uid={0},ou={1},dc=team10,dc=psa,dc=in,dc=tum,dc=de".format(
username, ',ou='.join(ous)))
cmd = ("ldappasswd {0} {1} {2} -x \"{3}\" -s {4}".format(
ldap_host, ldap_auth, ldap_dn, identifier, pw))
run(cmd, shell=True)
def initialize(self):
super(Ceph, self).initialize()
# unmount any kernel rbd volumes
self.rbd_unmount()
# shutdown any old processes
self.shutdown()
# Cleanup old junk and create new junk
self.cleanup()
common.mkdir_p(self.tmp_dir)
common.pdsh(settings.getnodes('head', 'clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.tmp_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.pid_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.log_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.monitoring_dir).communicate()
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'mkdir -p -m0755 -- %s' % self.core_dir).communicate()
self.distribute_conf()
# Set the core directory
common.pdsh(settings.getnodes('clients', 'mons', 'osds', 'rgws', 'mds'), 'echo "%s/core.%%e.%%p.%%h.%%t" | sudo tee /proc/sys/kernel/core_pattern' % self.tmp_dir).communicate()
# Create the filesystems
self.setup_fs()
# Build the cluster
monitoring.start('%s/creation' % self.monitoring_dir)
self.make_mons()
self.make_osds()
monitoring.stop()
# Check Health
monitoring.start('%s/initial_health_check' % self.monitoring_dir)
self.check_health()
monitoring.stop()
# Wait for initial scrubbing to complete (This should only matter on pre-dumpling clusters)
self.check_scrub()
# Make the crush and erasure profiles
self.make_profiles()
# Peform Idle Monitoring
if self.idle_duration > 0:
monitoring.start("%s/idle_monitoring" % self.monitoring_dir)
time.sleep(self.idle_duration)
monitoring.stop()
return True
def get_filename(opts, op, typ, lang):
pp_lang = {
'c_base': 'C (base API)',
'cxx_base': 'C++ (base API)',
'cxx_adv': 'C++ (advanced API)'
}
tests_dir = os.path.join(opts.tests_dir, lang)
common.mkdir_p(tests_dir)
filename = os.path.join(
tests_dir, '{}.{}.{}'.format(op.name, typ,
'c' if lang == 'c_base' else 'cpp'))
if common.can_create_filename(opts, filename):
return filename
else:
return None
def gen_tests(opts):
for func in rand_functions:
for word_size, nwords_nrounds in func.wordsize_nwords_nrounds.items():
for nwords, list_nrounds in nwords_nrounds.items():
for nrounds in list_nrounds:
# Write headers
dirname = os.path.join(opts.tests_dir, 'modules', 'random')
common.mkdir_p(dirname)
filename = os.path.join(dirname, '{}.cpp'. \
format(func.gen_function_name(nwords, word_size,
nrounds)))
with common.open_utf8(opts, filename) as out:
out.write(
func.gen_tests(opts, nrounds, word_size, nwords))
common.clang_format(opts, filename)
def gen_filename(f, simd, typ):
## Retrieve directory from global options
benches_dir = common.mkdir_p(os.path.join(_opts.benches_dir, _lang))
## Generate path (composed from: function name + type + extension)
return os.path.join(
benches_dir, '{}.{}.{}.{}'.format(f.name, simd, typ,
common.ext_from_lang(_lang)))
def generate_box_plot(self, start_year: int, end_year: int) -> dict:
"""
Generate a box plot by years data.
:param end_year: starting year for box plotting
:param start_year: ending year for line plotting
:return: returns the generated box plot images' saving paths class instance
"""
try:
print('Generate a BOX PLOT between years[{0}-{1}]...'.format(
start_year, end_year))
my_db = DBOperations('weather.sqlite')
years_data_list = []
for current_year in range(start_year, end_year + 1):
years_data_list.extend(my_db.fetch_data(current_year))
monthly_weather_data = {
} # format: [1:[Jan temps],2:[Feb temps],..,12:[Dec temps]]
for month in range(1, 13):
if month not in monthly_weather_data:
monthly_weather_data[month] = []
for item in years_data_list:
if is_number(item[5]):
monthly_weather_data[int(item[1][5:7])].append(
float(item[5]))
plot_title = 'Monthly Temperature Distribution for: ' + str(
start_year) + ' to ' + str(end_year)
plt.boxplot(monthly_weather_data.values(), sym="o", whis=1.5)
plt.xlabel('Month')
plt.ylabel('Temperature (Celsius)')
plt.title(plot_title)
file_name = str(start_year) + '_to_' + str(end_year) + '.png'
# Create new directory
output_dir = "images"
mkdir_p(output_dir)
file_path = '{0}/{1}'.format(output_dir, file_name)
self.box_plot_path_saving_dict[str(start_year) + '-' +
str(end_year)] = file_path
plt.savefig(file_path)
plt.show()
return self.box_plot_path_saving_dict
except Exception as e:
self.logger.error(e)
def save(render_ctx, is_dev=DEBUG):
fargs = {'date_str': datetime.utcnow().strftime('%Y%m%d'),
'lang_shortcode': render_ctx['short_lang_name'],
'dev_flag': ''}
if is_dev:
fargs['dev_flag'] = '_dev'
out_path = DATA_PATH_TMPL.format(**fargs)
rendered = render_rc(render_ctx)
try:
out_file = open(out_path, 'w')
except IOError:
mkdir_p(os.path.dirname(out_path))
out_file = open(out_path, 'w')
# if exception, couldn't create file or parent directories
with out_file:
out_file.write(rendered)
return (out_path, len(rendered))
def save(render_ctx, is_dev=DEBUG):
fargs = {'date_str': datetime.utcnow().strftime('%Y%m%d'),
'lang_shortcode': render_ctx['short_lang_name'],
'dev_flag': ''}
if is_dev:
fargs['dev_flag'] = '_dev'
out_path = DATA_PATH_TMPL.format(**fargs)
rendered = render_rc(render_ctx)
try:
out_file = open(out_path, 'w')
except IOError:
mkdir_p(os.path.dirname(out_path))
out_file = open(out_path, 'w')
# if exception, couldn't create file or parent directories
with out_file:
out_file.write(rendered)
return (out_path, len(rendered))
def generate_line_plot(self, specific_year: int,
specific_month: int) -> dict:
"""
Generate a line plot by month data.
:param specific_month: the chosen month for line plotting
:param specific_year: the chosen year for line plotting
:return: returns the generated line plot images' saving paths class instance
"""
try:
print('Generate a Line PLOT for [{0}-{1}]...'.format(
specific_year, specific_month))
month_string_list = [
'Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep',
'Oct', 'Nov', 'Dec'
]
my_db = DBOperations('weather.sqlite')
specific_timestamp = [] # 2020-12-01
specific_month_data = []
month_data = my_db.fetch_data(specific_year, specific_month)
for item in month_data:
if is_number(item[5]):
specific_timestamp.append(float(item[1][-2:]))
specific_month_data.append(float(item[5]))
plt.plot(specific_timestamp, specific_month_data)
plt.xlabel('Day')
plt.ylabel('Temperature (Celsius)')
plot_title = 'Daily Temperature Distribution for: ' + month_string_list[
specific_month - 1] + ' ' + str(specific_year)
plt.title(plot_title)
file_name = str(specific_year) + '-' + str(specific_month) + '.png'
# Create new directory
output_dir = "images"
mkdir_p(output_dir)
file_path = '{0}/{1}'.format(output_dir, file_name)
self.line_plot_path_saving_dict[str(specific_year) + '-' +
str(specific_month)] = file_path
plt.savefig(file_path)
plt.show()
return self.line_plot_path_saving_dict
except Exception as e:
self.logger.error(e)
def cufflinks_worker(args):
resultfolder = 'result/' + os.path.basename(args.filelist) + \
args.cufflinks_folder
if not os.path.exists(resultfolder):
## Sometimes, when the jobs scheduled at the same time, they
## will try to create folder at the same time, therefore, we
## need this "mkdir -p" function to avoid the exception.
common.mkdir_p(resultfolder)
f = args.filename
resultsubfolder = resultfolder + '/' + \
os.path.basename(f.strip().replace('.bam',''))
if not os.path.exists(resultsubfolder):
os.makedirs(resultsubfolder)
if (args.is_new_cufflinks):
common.run('cufflinks -F 0.1 -p 1 -q -o ' + resultsubfolder +
' ' + f.strip())
else :
common.run('old_cufflinks -F 0.1 -p 1 -q -o ' + resultsubfolder +
' ' + f.strip())
def setup():
print("Creating student schema ldif, slaptest output follows:\n")
# Read in slaptest configuration file template
conf = get_template('conf')
# Format placeholder with the schema file path
conf = conf.format_map({'pwd': os.getcwd()})
# Create a temporary directory for slaptest output
mkdir_p('tmpdir')
# Write slaptest configuration file
with open('tmpdir/student.conf', 'w') as f:
f.write(conf)
# Let slaptest create a ldif
run("slaptest -f tmpdir/student.conf -F tmpdir/", shell=True)
print("\nInstalling schema")
# Read schema ldif and remove unnecessary lines
with open('tmpdir/cn=config/cn=schema/cn={3}student.ldif', 'r') as f:
ldif = f.read().splitlines()[5:-7]
# Add some required lines
ldif = ["dn: cn=student,cn=schema,cn=config",
"objectClass: olcSchemaConfig",
"cn: student"] + ldif
# Write ldif file
with open('tmpdir/add_student_schema.ldif', 'w') as f:
f.write('\n'.join(ldif) + '\n')
# Add schema to configuration
run("ldapadd -Y EXTERNAL -H ldapi:/// -D \"cn=config\" -f tmpdir/add_student_schema.ldif", shell=True)
# add_ldif("tmpdir/add_student_schema.ldif")
print("Adding organizational units")
for ou in ['Students', 'Praktikum']:
filename = 'tmpdir/add_{}_org_unit.ldif'.format(ou)
format_dict = {'ou': ou, 'in_ou_complete': ''}
create_ldif('organizational_unit', format_dict, filename)
add_ldif(filename)
for i in range(1, 12):
filename = 'tmpdir/add_Praktikum_Team{}_org_unit.ldif'.format(i)
format_dict = {'ou': 'Team' + str(i),
'in_ou_complete': 'ou=Praktikum,'}
create_ldif('organizational_unit', format_dict, filename)
add_ldif(filename)
def save_issue(fmt, rendered, lang, is_dev):
fargs = {'fmt': fmt,
'date_str': datetime.utcnow().strftime('%Y%m%d'),
'lang_shortcode': lang,
'dev_flag': '',
'email_flag': ''}
if is_dev:
fargs['dev_flag'] = '_dev'
if fmt == 'email':
fargs['email_flag'] = '_e'
fargs['fmt'] = 'html'
out_path = ARCHIVE_PATH_TMPL.format(**fargs)
try:
out_file = open(out_path, 'w')
except IOError:
mkdir_p(os.path.dirname(out_path))
out_file = open(out_path, 'w')
# if exception, couldn't create file or parent directories
with out_file:
out_file.write(rendered)
return (out_path, len(rendered))
def write_rpt_summary_annon(cfg, args, rpt_summary):
log.info("-----------------------------")
from bson.json_util import dumps
timestamp = ("{:%d%m%y_%H%M%S}").format(datetime.datetime.now())
logs_basepath = os.path.join(os.getenv('AI_LOGS'), 'annon')
## create logs_basepath if does not exists
common.mkdir_p(logs_basepath)
DBCFG = cfg['DBCFG']
ANNONCFG = DBCFG['ANNONCFG']
dbname = ANNONCFG['dbname']
filepath_errors = None
filepath = os.path.join(logs_basepath,
dbname + '-summary-' + timestamp + '.json')
log.debug("filepath: {}".format(filepath))
with open(filepath, 'w') as fw:
# json_str = JSONEncoder().encode(rpt_summary)
# json_str = json.encode(rpt_summary, cls=JSONEncoder)
json_str = dumps(rpt_summary)
# fw.write(json.dumps(json_str))
# https://stackoverflow.com/questions/45539242/write-json-to-a-file-without-writing-escape-backslashes-to-file
json.dump(json.loads(json_str), fw)
## write filepath_errors
if 'errors' in rpt_summary and rpt_summary['errors'][
'errors_for_reporting'] and len(
rpt_summary['errors']['errors_for_reporting']) > 0:
filepath_errors = os.path.join(
logs_basepath, dbname + '-errors-' + timestamp + '.json')
log.debug("filepath_errors: {}".format(filepath_errors))
with open(filepath_errors, 'w') as fw:
json_str = dumps(rpt_summary['errors']['errors_for_reporting'])
json.dump(json.loads(json_str), fw)
return [filepath, filepath_errors]
def cache(path=None, format=None, filename=None):
url = request.args.get('url', '').encode('utf-8')
url = url.split('?')[0]
parsed_tuple = urlparse.urlparse(url)
path_dir = 'cache/' + parsed_tuple.netloc + \
os.path.dirname(parsed_tuple.path)
common.mkdir_p(path_dir)
filepath, tmpfilename = os.path.split(url)
shotname, extension = os.path.splitext(tmpfilename)
filename = path_dir + '/' + tmpfilename
print(filepath, tmpfilename, shotname, extension)
print(filename)
# print requests.get(url).text
if os.path.exists(filename):
# print()
if os.path.getsize(filename) < 1024:
print(filename, os.path.getsize(filename))
c = common.httpGet(url)
common.writeFile(path, c)
c = common.readFile(filename)
else:
c = common.httpGet(url)
common.writeFile(filename, c)
if extension == '.m3u8':
ts_urls = get_ts_url(c)
for index, ts_url in enumerate(ts_urls):
fpath = path_dir + '/' + ts_url
furl = filepath + '/' + ts_url
donwload(furl, fpath)
return c
def copy_images(json_file):
assert os.path.exists(json_file),'{:s} not exists'.format(json_file)
print("json_file : {}".format(json_file))
base_path = getBasePath(json_file)
# base_path = os.path.join(os.path.dirname(json_file),'')
print("base_path : {}".format(base_path))
path = os.path.join(base_path,'test_images')
print("path : {}".format(path))
mkdir_p(path)
with open(json_file,'r') as json_file:
json_lines = json_file.readlines()
images = []
for line_index,val in enumerate(json_lines):
# print(line_index)
json_line = json_lines[line_index]
sample = json.loads(json_line)
lanes = sample['lanes']
image = sample['raw_file']
images.append(image)
print(len(images))
for im in images:
# print(im)
shutil.copy(im,path)
def doit(opts):
print('-- Generating SIMD implementations')
opts.platforms = common.get_platforms(opts)
for p in opts.platforms:
common.mkdir_p(os.path.join(opts.include_dir, p))
gen_archis_platform(opts, p)
def worker((lookup, rating, cat, path)):
"""For pickling all Fanfics, and creating a dictionary to lookup where
fanfics can be loaded.
lock = the Lock for the dictionary
path = path per fic"""
# Make new folder for pickled objects if needed
fold_name= os.path.basename(os.path.dirname(path))
new_folder = '%s%s' %(fold_name, '_pik')
total_path = os.path.dirname(os.path.dirname(path))
new_dir = '%s%s%s' %(total_path, '/', new_folder)
mkdir_p(new_dir)
#Make fic object
# This will skip fics that do not have any relationship category because
# I scraped wrong
try:
fic = Fanfic(path)
except:
print 'Everything is Broken'
return None #don't do anything else in this function
try:
print fic.id
#save fic as id.pik
filename = '%s/%s.pik'%(new_dir, fic.id)
with open(filename, 'w') as f:
pik.dump(fic, f)
#rating
rating[fic.rating[0]]+= [fic.id]
#category:
multi = False
thecat = []
if len(fic.cat)>1:
multi=True
for c in fic.cat:
if c == 'M/M':
cat['S']+= [fic.id]
thecat += ['S']
if c == 'F/M' or c == 'M/F':
cat['H']+= [fic.id]
thecat += ['H']
if c == 'F/F':
cat['FS']+= [fic.id]
thecat += ['FS']
if c == 'Multi':
multi = True
thecat += ['M']
if c == 'Other':
cat['O']+= [fic.id]
thecat += ['O']
if c == 'Gen':
cat['G']+= [fic.id]
thecat += ['G']
if multi:
cat['M'] += [fic.id]
if 'M' not in thecat:
thecat += ['M']
#Make lookup object:
look = Lookup(fic.id, filename, thecat, fic.rating)
#add to dictionary
lookup[fic.id] = look
except:
print 'Something went wrong'
pass
return None
def __init__(self, problem_name, core_spec_file="", mesh_base_name="", verbosity=0):
super(ProblemData, self).__init__()
self.folder = os.path.abspath(os.path.join('PROBLEMS', problem_name))
# FIXME:
#if MPI.rank(comm) == 0:
self.parse_material_data()
MPI.barrier(comm)
self.verb = verbosity
self.name = problem_name
self.core_spec_file = core_spec_file
self.xsd = dict()
self.mesh_base_name = mesh_base_name
if self.mesh_base_name == "":
self.mesh_base_name = self.name
self.out_folder = os.path.join(self.folder, "OUT", self.mesh_base_name)
self.xs_vis_folder = os.path.join(self.out_folder, "XS")
mkdir_p(self.xs_vis_folder)
self.used_xs = set()
self.isotropic_source_everywhere = True
# Two alternative ways of specifying a mesh:
# 1: Python module
# 2: set of Dolfin mesh files + optional helper files defining region/material/boundary maps
#
self.mesh_module = None
self.mesh_files = None
self.region_physical_name_map = dict()
self.reg_name_mat_name_map = dict()
boundary_physical_name_map = dict()
try:
# Try to import a mesh module
self.mesh_module = self.mesh_data_from_module(self.mesh_base_name)
except (ImportError, IOError):
# If failed, Dolfin mesh file structure is expected
self.mesh_files = MeshFiles(self.folder, self.mesh_base_name)
self.region_physical_names_from_file(self.mesh_files.reg_names)
self.reg_names_to_material_names_from_file(self.mesh_files.mat_names)
self.bc = BoundaryData.from_file(self.mesh_files.bnd_names)
else:
# Import region/material/boundary maps from the mesh module
try:
self.region_physical_name_map = self.mesh_module.region_map
except AttributeError:
pass
# try to get bc data from boundary_id-to-boundary_name map and a file with boundary_name-to-bc correspondences
try:
boundary_physical_name_map = self.mesh_module.boundary_map
except AttributeError:
pass
finally:
# use either the boundary_physical_name_map, or - if not set - assume all-vacuum bc
self.bc = BoundaryData.from_boundary_names_map(boundary_physical_name_map)
try:
self.reg_name_mat_name_map = self.mesh_module.material_map
except AttributeError:
pass
self.core = CoreData()
self.load_core_and_bc_data()
# Check if bcs have been loaded from core_spec_file; if not, try loading them directly from the mesh module
if self.mesh_module is not None:
if len(self.bc.vacuum_boundaries) == 0:
try:
self.bc.vacuum_boundaries = set(self.mesh_module.vacuum_boundaries)
except AttributeError:
pass
if len(self.bc.reflective_boundaries) == 0:
try:
self.bc.reflective_boundaries = set(self.mesh_module.reflective_boundaries)
except AttributeError:
pass
if len(self.bc.incoming_fluxes) == 0:
try:
self.bc.incoming_fluxes = self.mesh_module.incoming_fluxes
except AttributeError:
pass
default=False)
parser.add_option("--delete", dest="delete",
action="store_true",
help="Remove all the existing data",
default=False)
(options, args) = parser.parse_args()
if __name__ == '__main__':
findexes = options.indexes
id = options.id
name = options.name
dst_dir = options.dst_dir
for d in ["circuits", "races", "runners"]:
mkdir_p(os.path.join(dst_dir,d))
dates = []
if not findexes:
tags, platforms, dates = get_indexes_from_cronochip(name)
else:
tags = [line.replace("\n", "") for line in open(findexes)]
# Load circuit json
parse_circuit(tags, id, name, dst_dir,
update=options.update, delete=options.delete,
dates = dates, platforms=platforms)