mrm8488/idefics-9b-ft-floco
Text-to-Image
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imagewidth (px) 679
30.1k
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def select_up(self):
r, c = self._index
self._select_index(r-1, c)
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def select_down(self):
r, c = self._index
self._select_index(r+1, c)
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def select_left(self):
r, c = self._index
self._select_index(r, c-1)
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def select_right(self):
r, c = self._index
self._select_index(r, c+1)
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def write(self, filename):
txt = self.tostring()
with open(filename, 'w') as f:
f.write(txt)
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def find_args(self):
return self.mpi_cmd + ['-n', str(self.n)] + self.mpi_args + \
self.program + self.program_args
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def start(self, n):
self.n = n
return super(MPILauncher, self).start()
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def _append_jpg(self, jpg, before_prompt=False):
self._append_custom(self._insert_jpg, jpg, before_prompt)
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def _append_png(self, png, before_prompt=False):
self._append_custom(self._insert_png, png, before_prompt)
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def _append_svg(self, svg, before_prompt=False):
self._append_custom(self._insert_svg, svg, before_prompt)
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def beforeContext(self):
mods = sys.modules.copy()
self._mod_stack.append(mods)
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def get_system_cpu_times():
user, nice, system, idle = _psutil_osx.get_system_cpu_times()
return _cputimes_ntuple(user, nice, system, idle)
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def memoize(f):
cache = {}
def memf(*x):
if x not in cache:
cache[x] = f(*x)
return cache[x]
return memf
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def new_qt_console(self, evt=None):
return connect_qtconsole(self.ipkernel.connection_file, profile=self.ipkernel.profile)
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def abort(self):
assert not self.ready(), "Can't abort, I am already done!"
return self._client.abort(self.msg_ids, targets=self._targets, block=True)
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def loop_gtk(kernel):
from .gui.gtkembed import GTKEmbed
gtk_kernel = GTKEmbed(kernel)
gtk_kernel.start()
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def GOE(N):
m = ra.standard_normal((N, N))
m += m.T
return m/2
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def read_file(self, filename):
self.lines, self.arcs = self._read_file(filename)
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def info(self):
return (self.identity, self.url, self.pub_url, self.location)
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def add_section(self):
sect = CodeBuilder(self.indent_amount)
self.code.append(sect)
return sect
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def user_config_files():
return filter(os.path.exists,
map(os.path.expanduser, config_files))
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def remove_task(message):
task = Task.objects.get(pk=message['id'])
task.delete()
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def patch_if_missing(obj, name, method):
setattr(obj, name, getattr(obj, name, method))
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def add(self, func, priority=0):
self.chain.append((priority, func))
self.chain.sort(key=lambda x: x[0])
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def render_template(content, context):
rendered = Template(content).render(Context(context))
return rendered
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def configure(self, options, conf):
self.conf = conf
if not options.capture:
self.enabled = False
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def splitBy(data, num):
return [data[i:i + num] for i in range(0, len(data), num)]
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def _num_cpus_darwin():
p = subprocess.Popen(['sysctl', '-n', 'hw.ncpu'], stdout=subprocess.PIPE)
return p.stdout.read()
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def connect(com, peers, tree, pub_url, root_id):
com.connect(peers, tree, pub_url, root_id)
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def init_session(self):
default_secure(self.config)
self.session = Session(config=self.config, username=u'kernel')
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def html_to_text(content):
text = None
h2t = html2text.HTML2Text()
h2t.ignore_links = False
text = h2t.handle(content)
return text
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def md_to_text(content):
text = None
html = markdown.markdown(content)
if html:
text = html_to_text(content)
return text
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def initialize(self, argv=None):
super(BaseParallelApplication, self).initialize(argv)
self.to_work_dir()
self.reinit_logging()
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def unregister_transformer(self, transformer):
if transformer in self._transformers:
self._transformers.remove(transformer)
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def register_checker(self, checker):
if checker not in self._checkers:
self._checkers.append(checker)
self.sort_checkers()
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def unregister_checker(self, checker):
if checker in self._checkers:
self._checkers.remove(checker)
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def enterEvent(self, event):
super(CallTipWidget, self).enterEvent(event)
self._hide_timer.stop()
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def already_used(self, tok):
if tok in self.jwts:
return True
self.jwts[tok] = time.time()
return False
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def _append_html(self, html, before_prompt=False):
self._append_custom(self._insert_html, html, before_prompt)
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def file_read(filename):
fobj = open(filename, 'r')
source = fobj.read()
fobj.close()
return source
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def close(self):
self.flush()
setattr(sys, self.channel, self.ostream)
self.file.close()
self._closed = True
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def write(self, data):
self.file.write(data)
self.ostream.write(data)
self.ostream.flush()
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def add_new_heart_handler(self, handler):
self.log.debug("heartbeat::new_heart_handler: %s", handler)
self._new_handlers.add(handler)
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def _writable_dir(path):
return os.path.isdir(path) and os.access(path, os.W_OK)
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def get_ipython_package_dir():
ipdir = os.path.dirname(IPython.__file__)
return py3compat.cast_unicode(ipdir, fs_encoding)
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def wave_saver(u, x, y, t):
global u_hist
global t_hist
t_hist.append(t)
u_hist.append(1.0*u)
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def get_pid_list():
pids = [int(x) for x in os.listdir('/proc') if x.isdigit()]
return pids
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def short_stack():
stack = inspect.stack()[:0:-1]
return "\n".join(["%30s : %s @%d" % (t[3], t[1], t[2]) for t in stack])
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def data(fname):
data_file = open(data_filename(fname))
try:
return data_file.read()
finally:
data_file.close()
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def chop(seq, size):
def chunk(i): return seq[i:i+size]
return map(chunk, xrange(0, len(seq), size))
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def file_matches(filename, patterns):
return any(fnmatch.fnmatch(filename, pat) for pat in patterns)
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def create_hb_stream(self, kernel_id):
self._check_kernel_id(kernel_id)
return super(MappingKernelManager, self).create_hb_stream(kernel_id)
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def spin_after(f, self, *args, **kwargs):
ret = f(self, *args, **kwargs)
self.spin()
return ret
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def get_msg(self, block=True, timeout=None):
"Gets a message if there is one that is ready."
return self._in_queue.get(block, timeout)
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def depth(n, tree):
d = 0
parent = tree[n]
while parent is not None:
d += 1
parent = tree[parent]
return d
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def print_bintree(tree, indent=' '):
for n in sorted(tree.keys()):
print("%s%s" % (indent * depth(n, tree), n))
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def allreduce(self, f, value, flat=True):
return self.reduce(f, value, flat=flat, all=True)
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def report(self, morfs, directory=None):
self.report_files(self.annotate_file, morfs, directory)
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def object_info(**kw):
infodict = dict(izip_longest(info_fields, [None]))
infodict.update(kw)
return infodict
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def resume(self):
for tracer in self.tracers:
tracer.start()
threading.settrace(self._installation_trace)
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def _canonical_dir(self, morf):
return os.path.split(CodeUnit(morf, self.file_locator).filename)[0]
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def _warn(self, msg):
self._warnings.append(msg)
sys.stderr.write("Coverage.py warning: %s\n" % msg)
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def _atexit(self):
if self._started:
self.stop()
if self.auto_data:
self.save()
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def analysis(self, morf):
f, s, _, m, mf = self.analysis2(morf)
return f, s, m, mf
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def get_domain(url):
if 'http' not in url.lower():
url = 'http://{}'.format(url)
return urllib.parse.urlparse(url).hostname
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def get_url_args(url):
url_data = urllib.parse.urlparse(url)
arg_dict = urllib.parse.parse_qs(url_data.query)
return arg_dict
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def save_policy(self, path):
with open(path, 'wb') as f:
pickle.dump(self.policy, f)
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def copy_obs_dict(obs):
return {k: np.copy(v) for k, v in obs.items()}
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def sf01(arr):
s = arr.shape
return arr.swapaxes(0, 1).reshape(s[0] * s[1], *s[2:])
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def terminate(self):
if self._pool is not None:
self._pool.terminate()
self._pool.join()
self._pool = None
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def height(self):
if len(self.coords) <= 1:
return 0
return np.max(self.yy) - np.min(self.yy)
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def width(self):
if len(self.coords) <= 1:
return 0
return np.max(self.xx) - np.min(self.xx)
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def log_if(level, msg, condition, *args):
if condition:
vlog(level, msg, *args)
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def state_size(self):
return (LSTMStateTuple(self._num_units, self._num_units) if self._state_is_tuple else 2 * self._num_units)
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def word_to_id(self, word):
if word in self._vocab:
return self._vocab[word]
else:
return self._unk_id
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def word_to_id(self, word):
if word in self.vocab:
return self.vocab[word]
else:
return self.unk_id
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def getInputNames(self):
inputs = self.getSpec().inputs
return [inputs.getByIndex(i)[0] for i in xrange(inputs.getCount())]
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def getOutputNames(self):
outputs = self.getSpec().outputs
return [outputs.getByIndex(i)[0] for i in xrange(outputs.getCount())]
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def getVersion():
with open(os.path.join(REPO_DIR, "VERSION"), "r") as versionFile:
return versionFile.read().strip()
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def addValuesToField(self, i, numValues):
assert (len(self.fields) > i)
values = [self.addValueToField(i) for n in range(numValues)]
return values
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def getTotaln(self):
n = sum([field.n for field in self.fields])
return n
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def getTotalw(self):
w = sum([field.w for field in self.fields])
return w
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def getData(self, n):
records = [self.getNext() for x in range(n)]
return records
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def clean(s):
lines = [l.rstrip() for l in s.split('\n')]
return '\n'.join(lines)
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def addInstance(self, groundTruth, prediction, record=None, result=None):
self.value = self.avg(prediction)
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def _setPath(cls):
cls._path = os.path.join(os.environ['NTA_DYNAMIC_CONF_DIR'],
cls.customFileName)
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def __advancePhase(self):
self.__currentPhase = self.__phaseCycler.next()
self.__currentPhase.enterPhase()
return
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def _reportCommandLineUsageErrorAndExit(parser, message):
print(parser.get_usage())
print(message)
sys.exit(1)
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def bitsToString(arr):
s = array('c', '.'*len(arr))
for i in xrange(len(arr)):
if arr[i] == 1:
s[i] = '*'
return s
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def quote(c):
i = ord(c)
return ESCAPE + HEX[i//16] + HEX[i % 16]
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def time(self):
"Return the time part, with tzinfo None."
return time(self.hour, self.minute, self.second, self.microsecond)
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def timetz(self):
"Return the time part, with same tzinfo."
return time(self.hour, self.minute, self.second, self.microsecond,
self._tzinfo)
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def countOf(a, b):
"Return the number of times b occurs in a."
count = 0
for i in a:
if i == b:
count += 1
return count
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def free_temp(self, v):
self.used_temps.remove(v)
self.free_temps.add(v)
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def _dump(self, tag, x, lo, hi):
for i in xrange(lo, hi):
yield '%s %s' % (tag, x[i])
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def pformat(o, indent=1, width=80, depth=None):
return PrettyPrinter(indent=indent, width=width, depth=depth).pformat(o)
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def isfile(path):
try:
st = os.stat(path)
except os.error:
return False
return stat.S_ISREG(st.st_mode)
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def isdir(s):
try:
st = os.stat(s)
except os.error:
return False
return stat.S_ISDIR(st.st_mode)
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def remove(self, value):
if value not in self:
raise KeyError(value)
self.discard(value)
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def output_image_link(self, m):
return self.renderer.image_link(
m.group('url'), m.group('target'), m.group('alt'))
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From: https://vl2g.github.io/projects/floco/
We introduce a new large-scale dataset called "FloCo" for Flowchart images to Python Codes conversion. It contains 11,884 paired flowchart-code samples. Please refer to the paper for more details regarding statistics and dataset construction.
@inproceedings{shukla2023floco,
author = "Shukla, Shreya and
Gatti, Prajwal and
Kumar, Yogesh and
Yadav, Vikash and
Mishra, Anand",
title = "Towards Making Flowchart Images Machine Interpretable",
booktitle = "ICDAR",
year = "2023",
}