index
int64 | repo_name
string | branch_name
string | path
string | content
string | import_graph
string |
|---|---|---|---|---|---|
9,808
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools_bin.py
|
from ifstools import ifstools
ifstools.main()
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,809
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/AfpFolder.py
|
from . import MD5Folder
class AfpFolder(MD5Folder):
def tree_complete(self):
MD5Folder.tree_complete(self)
if not self.info_kbin:
return
# findall needs xpath or it'll only search direct children
names = []
geo_names = []
for tag in self.info_kbin.xml_doc.findall('.//' + self.md5_tag):
name = tag.attrib['name']
names.append(name)
for geo in tag.findall('geo'):
for shape in self._split_ints(geo.text):
geo_names.append('{}_shape{}'.format(name, shape))
if 'bsi' in self.folders:
self._apply_md5_folder(names, self.folders['bsi'])
if 'geo' in self.parent.folders:
self._apply_md5_folder(geo_names, self.parent.folders['geo'])
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,810
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/GenericFile.py
|
import os
from kbinxml import KBinXML
import lxml.etree as etree
from .Node import Node
from .. import utils
class GenericFile(Node):
def from_xml(self, element):
info = self._split_ints(element.text)
# sometimes we don't get a timestamp
if len(info) == 2:
self.start, self.size = info
self.time = -1
else:
self.start, self.size, self.time = info
def from_filesystem(self, folder):
self.base_path = self.parent.base_path
self.time = int(os.path.getmtime(self.disk_path))
self.start = self.size = None
def extract(self, base, **kwargs):
data = self.load(**kwargs)
path = os.path.join(base, self.full_path)
utils.save_with_timestamp(path, data, self.time)
def load(self, **kwargs):
if self.from_ifs:
return self._load_from_ifs(**kwargs)
else:
return self._load_from_filesystem(**kwargs)
def _load_from_ifs(self, convert_kbin = True, **kwargs):
data = self.ifs_data.get(self.start, self.size)
if convert_kbin and self.name.endswith('.xml') and KBinXML.is_binary_xml(data):
data = KBinXML(data).to_text().encode('utf8')
return data
def _load_from_filesystem(self, **kwargs):
with open(self.disk_path, 'rb') as f:
ret = f.read()
self.size = len(ret)
return ret
@property
def needs_preload(self):
return False
def preload(self, **kwargs):
pass
def repack(self, manifest, data_blob, tqdm_progress, **kwargs):
if tqdm_progress:
tqdm_progress.write(self.full_path)
tqdm_progress.update(1)
elem = etree.SubElement(manifest, self.packed_name)
elem.attrib['__type'] = '3s32'
data = self.load(convert_kbin = False, **kwargs)
if self.name.endswith('.xml') and not KBinXML.is_binary_xml(data):
data = KBinXML(data).to_binary()
# offset, size, timestamp
elem.text = '{} {} {}'.format(len(data_blob.getvalue()), len(data), self.time)
data_blob.write(data)
# 16 byte alignment
align = len(data) % 16
if align:
data_blob.write(b'\0' * (16-align))
@property
def disk_path(self):
if self.from_ifs:
raise Exception('disk_path invalid for IFS file')
return os.path.join(self.base_path, self.full_path)
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,811
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/ImageFile.py
|
from io import BytesIO
from struct import unpack, pack
from os.path import getmtime, isfile, join, dirname
from os import utime, mkdir
import errno
from PIL import Image
import lxml.etree as etree
from kbinxml import KBinXML
from . import GenericFile
from . import lz77
from .ImageDecoders import image_formats, cachable_formats
from .. import utils
class ImageFile(GenericFile):
def __init__(self, ifs_data, obj, parent = None, path = '', name = ''):
raise Exception('ImageFile must be instantiated from existing GenericFile with ImageFile.upgrade_generic')
@classmethod
def upgrade_generic(cls, gen_file, image_elem, fmt, compress):
self = gen_file
self.__class__ = cls
self.format = fmt
self.compress = compress
# all values are multiplied by 2, odd values have never been seen
self.uvrect = [x//2 for x in self._split_ints(image_elem.find('uvrect').text)]
self.imgrect = [x//2 for x in self._split_ints(image_elem.find('imgrect').text)]
self.img_size = (
self.imgrect[1]-self.imgrect[0],
self.imgrect[3]-self.imgrect[2]
)
self.uv_size = (
self.uvrect[1]-self.uvrect[0],
self.uvrect[3]-self.uvrect[2]
)
def extract(self, base, use_cache = True, **kwargs):
GenericFile.extract(self, base, **kwargs)
if use_cache and self.compress and self.from_ifs and self.format in cachable_formats:
self.write_cache(GenericFile._load_from_ifs(self, **kwargs), base)
def _load_from_ifs(self, crop_to_uvrect = False, **kwargs):
data = GenericFile._load_from_ifs(self, **kwargs)
if self.compress == 'avslz':
uncompressed_size = unpack('>I', data[:4])[0]
compressed_size = unpack('>I', data[4:8])[0]
# sometimes the headers are missing: not actually compressed
# The 2 extra u32 are moved to the end of the file
# Quality file format.
if len(data) == compressed_size + 8:
data = data[8:]
data = lz77.decompress(data)
assert len(data) == uncompressed_size
else:
data = data[8:] + data[:8]
if self.format in image_formats:
decoder = image_formats[self.format]['decoder']
im = decoder(self, data)
else:
raise NotImplementedError('Unknown format {}'.format(self.format))
if crop_to_uvrect:
start_x = self.uvrect[0] - self.imgrect[0]
start_y = self.uvrect[2] - self.imgrect[2]
dims = (
start_x,
start_y,
start_x + self.uv_size[0],
start_y + self.uv_size[1],
)
im = im.crop(dims)
b = BytesIO()
im.save(b, format = 'PNG')
return b.getvalue()
def repack(self, manifest, data_blob, tqdm_progress, **kwargs):
if tqdm_progress:
tqdm_progress.write(self.full_path)
tqdm_progress.update(1)
if self.compress == 'avslz':
data = self.read_cache()
else:
data = self._load_im()
# offset, size, timestamp
elem = etree.SubElement(manifest, self.packed_name)
elem.attrib['__type'] = '3s32'
elem.text = '{} {} {}'.format(len(data_blob.getvalue()), len(data), self.time)
data_blob.write(data)
# 16 byte alignment
align = len(data) % 16
if align:
data_blob.write(b'\0' * (16-align))
def _load_im(self):
data = self.load()
im = Image.open(BytesIO(data))
if im.mode != 'RGBA':
im = im.convert('RGBA')
if self.format in image_formats:
encoder = image_formats[self.format]['encoder']
if encoder is None:
# everything else becomes argb8888rev
encoder = image_formats['argb8888rev']['encoder']
data = encoder(self, im)
else:
raise NotImplementedError('Unknown format {}'.format(self.format))
return data
@property
def needs_preload(self):
cache = join(dirname(self.disk_path), '_cache', self._packed_name)
if isfile(cache):
mtime = int(getmtime(cache))
if self.time <= mtime:
return False
return True
def preload(self, use_cache = True, tex_suffix = None, **kwargs):
if not self.needs_preload and use_cache:
return
# Not cached/out of date, compressing
data = self._load_im()
uncompressed_size = len(data)
data = lz77.compress(data)
compressed_size = len(data)
data = pack('>I', uncompressed_size) + pack('>I', compressed_size) + data
self.write_cache(data)
def write_cache(self, data, base = None):
if not self.from_ifs:
base = self.base_path
cache = join(base, self.path, '_cache', self._packed_name)
utils.mkdir_silent(dirname(cache))
with open(cache, 'wb') as f:
f.write(data)
utime(cache, (self.time, self.time))
def read_cache(self):
cache = join(dirname(self.disk_path), '_cache', self._packed_name)
with open(cache, 'rb') as f:
return f.read()
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,812
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/__init__.py
|
from .ifstools import main
from .ifs import IFS
from .handlers import GenericFolder, GenericFile
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,813
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/__init__.py
|
from .Node import Node
from .GenericFile import GenericFile
from .ImageFile import ImageFile
from .GenericFolder import GenericFolder
from .MD5Folder import MD5Folder
from .AfpFolder import AfpFolder
from .TexFolder import TexFolder, ImageCanvas
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,814
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/Node.py
|
import os
import lxml.etree as etree
escapes = [
('_E', '.'),
('__', '_'),
]
class Node(object):
def __init__(self, ifs_data, obj, parent = None, path = '', name = ''):
self.ifs_data = ifs_data
self.parent = parent
self.path = path
self.name = name
# xml sanitisation performed by the property
self._packed_name = name
self.time = None
if isinstance(obj, etree._Element):
self.from_ifs = True
self.from_xml(obj)
else:
self.from_ifs = False
self.from_filesystem(obj)
def from_xml(self, elem):
raise NotImplementedError
def from_filesystem(self, path):
raise NotImplementedError
def tree_complete(self):
'''Call this when the entire tree is parsed and ready for modification'''
pass
def __str__(self):
return os.path.join(self.path, self.name)
def __repr__(self):
return '<{}: {}>'.format(self.__class__.__name__, self.full_path)
@property
def packed_name(self):
return self.sanitize_name(self._packed_name)
@property
def full_path(self):
return os.path.join(self.path, self.name)
@staticmethod
def sanitize_name(n):
for e in escapes[::-1]:
n = n.replace(e[1], e[0])
if n[0].isdigit():
n = '_' + n
return n
@staticmethod
def fix_name(n):
for e in escapes:
n = n.replace(*e)
if n[0] == '_' and n[1].isdigit():
n = n[1:]
return n
@staticmethod
def _split_ints(text, delim = ' '):
return list(map(int, text.split(delim)))
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,815
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/handlers/GenericFolder.py
|
from itertools import chain
from os.path import getmtime, basename, dirname, join, realpath, isfile
from collections import OrderedDict
import lxml.etree as etree
from tqdm import tqdm
from . import GenericFile
from .Node import Node
class GenericFolder(Node):
def __init__(self, ifs_data, obj, parent = None, path = '', name = '',
supers = None, super_disable = False, super_skip_bad = False,
super_abort_if_bad = False):
# circular dependencies mean we import here
from . import AfpFolder, TexFolder
self.folder_handlers = {
'afp' : AfpFolder,
'tex' : TexFolder,
}
self.supers = supers if supers else []
self.super_disable = super_disable
self.super_skip_bad = super_skip_bad
self.super_abort_if_bad = super_abort_if_bad
Node.__init__(self, ifs_data, obj, parent, path, name)
file_handler = GenericFile
def from_xml(self, element):
if element.text:
self.time = int(element.text)
self.files = OrderedDict()
self.folders = {}
my_path = dirname(realpath(self.ifs_data.file.name))
# muh circular deps
from ..ifs import IFS
for child in element.iterchildren(tag=etree.Element):
filename = Node.fix_name(child.tag)
if filename == '_info_': # metadata
continue
elif filename == '_super_': # sub-reference
if self.super_disable:
continue
super_file = join(my_path, child.text)
if not isfile(super_file):
raise IOError('IFS references super-IFS {} but it does not exist. Use --super-disable to ignore.'.format(child.text))
md5_expected = None
if list(child) and child[0].tag == 'md5':
md5_expected = bytearray.fromhex(child[0].text)
super_ifs = IFS(super_file, super_skip_bad=self.super_skip_bad,
super_abort_if_bad=self.super_abort_if_bad)
super_ifs.md5_good = (super_ifs.manifest_md5 == md5_expected) # add our own sentinel
if not super_ifs.md5_good:
super_msg = 'IFS references super-IFS {} with MD5 {} but the actual MD5 is {}. One IFS may be corrupt.'.format(
child.text, md5_expected.hex(), super_ifs.manifest_md5.hex()
)
if self.super_abort_if_bad:
raise IOError(super_msg + ' Aborting.')
elif self.super_skip_bad:
tqdm.write('WARNING: {} Skipping all files it contains.'.format(super_msg))
else:
tqdm.write('WARNING: {}'.format(super_msg))
self.supers.append(super_ifs)
# folder: has children or timestamp only, and isn't a reference
elif (list(child) or len(child.text.split(' ')) == 1) and child[0].tag != 'i':
handler = self.folder_handlers.get(filename, GenericFolder)
self.folders[filename] = handler(self.ifs_data, child, self, self.full_path, filename, self.supers,
self.super_disable, self.super_skip_bad, self.super_abort_if_bad)
else: # file
if list(child) and child[0].tag == 'i':
if self.super_disable:
continue
# backref
super_ref = int(child[0].text)
if super_ref > len(self.supers):
raise IOError('IFS references super-IFS {} but we only have {}'.format(super_ref, len(self.supers)))
super_ifs = self.supers[super_ref - 1]
if not super_ifs.md5_good and self.super_skip_bad:
continue
super_files = super_ifs.tree.all_files
try:
super_file = next(x for x in super_files if (
# seen in Sunny Park files: references to MD5 name instead of base
x.name == filename or x.packed_name == Node.sanitize_name(filename)
))
except StopIteration:
raise IOError('IFS references super-IFS entry {} in {} but it does not exist'.format(filename, super_ifs.ifs_out))
self.files[filename] = super_file
else:
self.files[filename] = self.file_handler(self.ifs_data, child, self, self.full_path, filename)
if not self.full_path: # root
self.tree_complete()
def from_filesystem(self, tree):
self.base_path = self.parent.base_path if self.parent else tree['path']
self.time = int(getmtime(self.base_path))
self.files = {}
self.folders = {}
for folder in tree['folders']:
base = basename(folder['path'])
handler = self.folder_handlers.get(base, GenericFolder)
self.folders[base] = handler(self.ifs_data, folder, self, self.full_path, base)
for filename in tree['files']:
self.files[filename] = self.file_handler(self.ifs_data, None, self, self.full_path, filename)
if not self.full_path: # root
self.tree_complete()
def tree_complete(self):
for f in self.folders.values():
f.tree_complete()
for f in self.files.values():
f.tree_complete()
def repack(self, manifest, data_blob, tqdm_progress, **kwargs):
if self.name:
manifest = etree.SubElement(manifest, self.packed_name)
manifest.attrib['__type'] = 's32'
manifest.text = str(self.time)
for name, entry in chain(self.folders.items(), self.files.items()):
entry.repack(manifest, data_blob, tqdm_progress, **kwargs)
@property
def all_files(self):
files = []
for f in self.all_folders:
files.extend(f.files.values())
return files
@property
def all_folders(self):
queue = [self]
folders = []
while queue:
folder = queue.pop()
folders.append(folder)
queue.extend(folder.folders.values())
return folders
def __str__(self):
path = self.full_path
if not path:
path = '<root>'
return '{} ({} files, {} folders)'.format(path, len(self.files), len(self.folders))
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,816
|
ReimuYk/ifstools
|
refs/heads/master
|
/ifstools/ifstools.py
|
import argparse
import os
import multiprocessing # for pyinstaller fixes
from sys import exit # exe freeze
try:
# py 2
input = raw_input
except NameError:
# py 3
pass
from .ifs import IFS
def get_choice(prompt):
while True:
q = input(prompt + ' [Y/n] ').lower()
if not q:
return True # default to yes
elif q == 'y':
return True
elif q == 'n':
return False
else:
print('Please answer y/n')
def extract(i, args, path):
if args.progress:
print('Extracting...')
i.extract(path=path, **vars(args))
def repack(i, args, path):
if args.progress:
print('Repacking...')
i.repack(path=path, **vars(args))
def main():
multiprocessing.freeze_support() # pyinstaller
parser = argparse.ArgumentParser(description='Unpack/pack IFS files and textures')
parser.add_argument('files', metavar='file_to_unpack.ifs|folder_to_repack_ifs', type=str, nargs='+',
help='files/folders to process. Files will be unpacked, folders will be repacked')
parser.add_argument('-e', '--extract-folders', action='store_true', help='do not repack folders, instead unpack any IFS files inside them', dest='extract_folders')
parser.add_argument('-y', action='store_true', help='don\'t prompt for file/folder overwrite', dest='overwrite')
parser.add_argument('-o', default='.', help='output directory', dest='out_dir')
parser.add_argument('--tex-only', action='store_true', help='only extract textures')
parser.add_argument('-c', '--canvas', action='store_true', help='dump the image canvas as defined by the texturelist.xml in _canvas.png', dest='dump_canvas')
parser.add_argument('--bounds', action='store_true', help='draw image bounds on the exported canvas in red', dest='draw_bbox')
parser.add_argument('--uv', action='store_true', help='crop images to uvrect (usually 1px smaller than imgrect). Forces --tex-only', dest='crop_to_uvrect')
parser.add_argument('--no-cache', action='store_false', help='ignore texture cache, recompress all', dest='use_cache')
parser.add_argument('--rename-dupes', action='store_true',
help='if two files have the same name but differing case (A.png vs a.png) rename the second as "a (1).png" to allow both to be extracted on Windows')
parser.add_argument('-m', '--extract-manifest', action='store_true', help='extract the IFS manifest for inspection', dest='extract_manifest')
parser.add_argument('--super-disable', action='store_true',
help='only extract files unique to this IFS, do not follow "super" parent references at all')
parser.add_argument('--super-skip-bad', action='store_true',
help='if a "super" IFS reference has a checksum mismatch, do not extract it')
parser.add_argument('--super-abort-if-bad', action='store_true',
help='if a "super" IFS reference has a checksum mismatch, cancel and display an error')
parser.add_argument('-s', '--silent', action='store_false', dest='progress',
help='don\'t display files as they are processed')
parser.add_argument('-r', '--norecurse', action='store_false', dest='recurse',
help='if file contains another IFS, don\'t extract its contents')
args = parser.parse_args()
if args.crop_to_uvrect:
args.tex_only = True
if args.extract_folders:
dirs = [f for f in args.files if os.path.isdir(f)]
# prune
args.files = [f for f in args.files if not os.path.isdir(f)]
# add the extras
for d in dirs:
args.files.extend((os.path.join(d,f) for f in os.listdir(d) if f.lower().endswith('.ifs')))
for f in args.files:
if args.progress:
print(f)
try:
i = IFS(f, super_disable=args.super_disable, super_skip_bad=args.super_skip_bad,
super_abort_if_bad=args.super_abort_if_bad)
except IOError as e:
# human friendly
print('{}: {}'.format(os.path.basename(f), str(e)))
exit(1)
path = os.path.join(args.out_dir, i.default_out)
if os.path.exists(path) and not args.overwrite:
if not get_choice('{} exists. Overwrite?'.format(path)):
continue
if i.is_file:
extract(i, args, path)
else:
repack(i, args, path)
if __name__ == '__main__':
main()
|
{"/ifstools/ifs.py": ["/ifstools/handlers/__init__.py", "/ifstools/__init__.py"], "/ifstools/handlers/TexFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py"], "/ifstools/handlers/MD5Folder.py": ["/ifstools/handlers/__init__.py"], "/ifstools_bin.py": ["/ifstools/__init__.py"], "/ifstools/handlers/AfpFolder.py": ["/ifstools/handlers/__init__.py"], "/ifstools/handlers/GenericFile.py": ["/ifstools/handlers/Node.py", "/ifstools/__init__.py"], "/ifstools/handlers/ImageFile.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/ImageDecoders.py", "/ifstools/__init__.py"], "/ifstools/__init__.py": ["/ifstools/ifstools.py", "/ifstools/ifs.py", "/ifstools/handlers/__init__.py"], "/ifstools/handlers/__init__.py": ["/ifstools/handlers/Node.py", "/ifstools/handlers/GenericFile.py", "/ifstools/handlers/ImageFile.py", "/ifstools/handlers/GenericFolder.py", "/ifstools/handlers/MD5Folder.py", "/ifstools/handlers/AfpFolder.py", "/ifstools/handlers/TexFolder.py"], "/ifstools/handlers/GenericFolder.py": ["/ifstools/handlers/__init__.py", "/ifstools/handlers/Node.py", "/ifstools/ifs.py"], "/ifstools/ifstools.py": ["/ifstools/ifs.py"]}
|
9,818
|
testerpce/RL_Mtech_2_off_imitation
|
refs/heads/master
|
/Test_imitator.py
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue May 14 12:29:46 2019
@author: sayambhu
"""
from Imitator import Imitator
# =============================================================================
# import os
# from utils_imitate import get_saved_hyperparams,create_test_env
# =============================================================================
print ("\n Imitator imported \n")
################################
#Time to normalize the environment
import gym
env_id='BipedalWalker-v2'
# =============================================================================
# stats_path=os.path.join(os.getcwd(),env_id)
# hyperparams, stats_path = get_saved_hyperparams(stats_path, norm_reward=False, test_mode=True)
# algo_id='Imitator'
# print("hyperparams here= ",hyperparams)
#
# log_dir=os.path.join(os.getcwd(),'logs',algo_id,env_id)
# env = create_test_env(env_id,n_envs=1, is_atari=False,log_dir=log_dir,
# stats_path=stats_path, seed=1000,
# should_render=True,
# hyperparams=hyperparams)
# =============================================================================
env=gym.make('BipedalWalker-v2')
###############################
print("\n Gym made \n")
imit=Imitator(env,max_episode_len=2000)
print("\n Imitator made \n")
imit.learn()
print("\n imitator learn done \n")
|
{"/Test_imitator.py": ["/Imitator.py"], "/Imitator.py": ["/Actor_critic_imitator.py", "/Replay_Buffer_np.py", "/utils_imitate.py"]}
|
9,819
|
testerpce/RL_Mtech_2_off_imitation
|
refs/heads/master
|
/Replay_Buffer_np.py
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed May 8 16:04:49 2019
@author: sayambhu
"""
from collections import deque
import random
import numpy as np
class ReplayBuffer(object):
def __init__(self,buffer_size,state_dim,action_dim,random_seed=123):
"""
The right side of deque contains the most recent experiences
"""
print("Creating Replay Buffer object")
self.buffer_size=buffer_size
self.state_dim=state_dim
self.action_dim=action_dim
self.pointer=0
self.states=np.zeros(shape=[buffer_size,state_dim])
self.actions=np.zeros(shape=[buffer_size,action_dim])
self.rewards=np.zeros(shape=[buffer_size,1])
self.dones=np.zeros(shape=[buffer_size,1])
self.next_states=np.zeros(shape=[buffer_size,state_dim])
self.filled=False
random.seed(random_seed)
def add(self,s,a,r,t,s2):
self.states[self.pointer] = s
self.actions[self.pointer] = a
self.rewards[self.pointer] = r
self.dones[self.pointer] = t
self.next_states[self.pointer] = s2
self.pointer +=1
if self.pointer%self.buffer_size == 0 :
self.filled=True
self.pointer =self.pointer%self.buffer_size
def expert_add(self,s,a,r,t,s2):
self.states[0:self.buffer_size]=s[0:self.buffer_size]
self.actions[0:self.buffer_size]=a[0:self.buffer_size]
self.rewards[0:self.buffer_size]=r[0:self.buffer_size]
self.dones[0:self.buffer_size]=t[0:self.buffer_size]
self.next_states[0:self.buffer_size]=s2[0:self.buffer_size]
self.filled=True
self.pointer=0
def size(self):
if self.filled:
return self.buffer_size
else:
return self.pointer
def sample_batch(self,batch_size):
if self.filled :
# =============================================================================
# print("reaching in filled")
# =============================================================================
indexes=np.random.randint(low=0,high=self.buffer_size,size=batch_size)
return self.states[indexes,:],self.actions[indexes,:],self.rewards[indexes,:], self.next_states[indexes, :]
else:
# =============================================================================
# print("reaching if not filled")
# =============================================================================
if self.size() > batch_size:
# =============================================================================
# print("Reaching size greater condition")
# =============================================================================
indexes=np.random.randint(low=0,high=self.pointer,size=batch_size)
return self.states[indexes,:],self.actions[indexes,:],self.rewards[indexes,:], self.next_states[indexes, :]
def clear(self):
self.states=np.zeros(shape=[self.buffer_size,self.state_dim])
self.actions=np.zeros(shape=[self.buffer_size,self.action_dim])
self.rewards=np.zeros(shape=[self.buffer_size,1])
self.dones=np.zeros(shape=[self.buffer_size,1])
self.next_states=np.zeros(shape=[self.buffer_size,self.state_dim])
self.pointer=0
self.filled=False
|
{"/Test_imitator.py": ["/Imitator.py"], "/Imitator.py": ["/Actor_critic_imitator.py", "/Replay_Buffer_np.py", "/utils_imitate.py"]}
|
9,820
|
testerpce/RL_Mtech_2_off_imitation
|
refs/heads/master
|
/Imitator.py
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Fri May 10 19:07:41 2019
@author: sayambhu
"""
import tensorflow as tf
import numpy as np
from Actor_critic_imitator import ActorNetwork, CriticNetwork
import gym
from Replay_Buffer_np import ReplayBuffer
from utils_imitate import OrnsteinUhlenbeckActionNoise#,build_summaries
class Imitator:
def __init__(self,env,actor=None,critic=None,actor_lr=0.0001,critic_lr=0.001,
gamma=0.99,tau=0.001,actor_bn=True,critic_bn=True,
tensorboard_log=None,replay_buffer=None,batch_size=64,
replay_buffer_size=50000,expert_buffer=None,
expert_dir='TD3_BipedalWalkerv2_Unorm.npz',
random_seed=999,summary_dir='./logs',
max_episode_len=1000,buffer_size=1000):
self.env=env
self.state_dim=env.observation_space.shape[0]
self.action_dim=env.action_space.shape[0]
self.actor=actor
self.critic=critic
self.actor_lr=actor_lr
self.critic_lr=critic_lr
self.gamma=gamma
self.tau=tau
self.actor_bn=actor_bn
self.critic_bn=critic_bn
self.batch_size=batch_size
self.buffer_size=buffer_size
self.random_seed=random_seed
self.max_episode_len=max_episode_len
self.tensorboard_log=tensorboard_log
self.replay_buffer=replay_buffer
self.expert_buffer=expert_buffer
self.expert_dir=expert_dir
self.summary_dir=summary_dir
self.summary_ops,self.summary_vars=self.build_summaries()
self.sess=tf.Session()
self.setup_models()
def setup_models(self):
if self.actor is None:
print("setting up actor")
self.actor=ActorNetwork(sess=self.sess,
state_dim=self.env.observation_space.shape[0],
action_dim=self.env.action_space.shape[0],
action_bound=self.env.action_space.high,
learning_rate=self.actor_lr,
tau=self.tau,
batch_size=self.batch_size,
actor_bn=self.actor_bn)
if self.critic is None:
print("setting up critic")
self.critic=CriticNetwork(sess=self.sess,
state_dim=self.env.observation_space.shape[0],
action_dim=self.env.action_space.shape[0],
learning_rate=self.critic_lr,
tau=self.tau,
gamma=self.gamma,
num_actor_vars=self.actor.get_num_trainable_vars(),
critic_bn=self.critic_bn)
if self.replay_buffer is None:
print("Setting up replay buffer")
self.replay_buffer=ReplayBuffer(state_dim=self.state_dim,
action_dim=self.action_dim,
buffer_size=self.buffer_size,
random_seed=self.random_seed)
if self.expert_buffer is None:
assert(self.expert_dir is not None)
print("setting up expert buffer")
data=np.load(self.expert_dir)
expert_len=len(data['obs'])
self.expert_buffer=ReplayBuffer(state_dim=self.state_dim,
action_dim=self.action_dim,
buffer_size=expert_len,
random_seed=self.random_seed)
#Ignore the terminal part it says episode starts when replay
#buffer is actually storing whether it is terminal or not
# =============================================================================
# for i in range(len(data['obs'])-1):
# s=data['obs'][i]
# a=data['actions'][i]
# r=data['rewards'][i]
# t= 0#data['episode_starts'][i+1]
# s2=data['obs'][i+1]
# self.expert_buffer.add(s,a,r,t,s2)
# =============================================================================
self.expert_buffer.expert_add(s=data['obs'],a=data['actions'],r=data['rewards'],t=data['episode_dones'],s2=data['obs_next'])
def build_summaries(self):
print("Building summaries")
episode_reward=tf.Variable(0.)
tf.summary.scalar('episode_reward',episode_reward)
episode_ave_max_q=tf.Variable(0.)
tf.summary.scalar('Qmax_value',episode_ave_max_q)
episode_expert_ave_max_q=tf.Variable(0.)
tf.summary.scalar('Expert_Qmax_value',episode_expert_ave_max_q)
summary_vars=[episode_reward,episode_ave_max_q,episode_expert_ave_max_q]
summary_ops=tf.summary.merge_all()
return summary_ops,summary_vars
def train(self,num_episodes,actor_noise,writer):
#build summaries, initialize global variables, make the writer
#and first update actor and critic
#Also initiate the expert buffer
# for episodes: reset environment and set reward and ave max_q to
#be zero now for max episode length: predict for current state the action
#and store the result of that in buffer
#If the buffer size is greater than the minibatch size, then
#Sample from the buffer and the expert buffer
#Train the critic. Use the gradients from the current states batch
#Use it to get action gradients and train the actor
# If terminal check the reward and break
print ("Getting into training")
for i in range(num_episodes):
s=self.env.reset()
ep_reward=0
ep_ave_max_q=0
ep_ave_max_q_expert=0
for j in range(self.max_episode_len):
a=self.actor.predict(np.reshape(s,(1,self.actor.s_dim)))+actor_noise()
# =============================================================================
# print(a[0])
# =============================================================================
s2,r,terminal,info=self.env.step(a[0])
self.replay_buffer.add(np.reshape(s,(self.actor.s_dim,)),np.reshape(a,(self.actor.a_dim,)),r,terminal,np.reshape(s2,(self.actor.s_dim,)))
if self.replay_buffer.size()>self.batch_size :
s_batch,a_batch,r_batch,s2_batch=self.replay_buffer.sample_batch(self.batch_size)
expert_s_batch,expert_a_batch,expert_r_batch,expert_s2_batch=self.expert_buffer.sample_batch(self.batch_size)
target_q=self.critic.predict_target(s2_batch,self.actor.predict_target(s2_batch))
expert_target_q=self.critic.predict_target(expert_s2_batch,self.actor.predict_target(expert_s2_batch))
predicted_q_value,expert_q_value,_=self.critic.train(expert_s_batch,expert_a_batch,s_batch,a_batch,target_q,expert_target_q)
# =============================================================================
# print("predicted_q_value = ",predicted_q_value,"exper_q_value",expert_q_value)
# =============================================================================
ep_ave_max_q+=np.amax(predicted_q_value)
ep_ave_max_q_expert+=np.amax(expert_q_value)
a_outs=self.actor.predict(s_batch)
grads=self.critic.action_gradients(s_batch,a_outs)
self.actor.train(s_batch,grads[0])
self.actor.update_target_network()
self.critic.update_target_network()
s=s2
ep_reward+=r
if terminal:
# =============================================================================
# print("ep_reward = ",ep_reward,"ep_ave_max_q/float(j) = ",ep_ave_max_q/float(j),"ep_ave_max_q_expert/float(j) = ",ep_ave_max_q_expert/float(j))
# =============================================================================
summary_str=self.sess.run(self.summary_ops,feed_dict={self.summary_vars[0]:ep_reward,self.summary_vars[1]:ep_ave_max_q/float(j),self.summary_vars[2]:ep_ave_max_q_expert/float(j)})
writer.add_summary(summary_str,i)
writer.flush()
print('| Reward:{:d} | Episode:{:d}| Qmax:{:.4f} | Expert_Qmax:{:.4f}'.format(int(ep_reward),i,(ep_ave_max_q/float(j)),(ep_ave_max_q_expert/float(j))))
break
#This is where you stopped
def learn(self,num_episodes=1000):
print("Getting into learn")
#call the train function I guess
self.sess.run(tf.global_variables_initializer())
writer=tf.summary.FileWriter(self.summary_dir,self.sess.graph)
self.actor.update_target_network()
self.critic.update_target_network()
self.actor_noise=OrnsteinUhlenbeckActionNoise(mu=np.zeros(self.env.action_space.shape[0]))
self.train(num_episodes=num_episodes,actor_noise=self.actor_noise,writer=writer)
# =============================================================================
# env=gym.make('BipedalWalker-v2')
# state_dim=env.observation_space.shape[0]
# action_bound=env.action_space.high
# =============================================================================
|
{"/Test_imitator.py": ["/Imitator.py"], "/Imitator.py": ["/Actor_critic_imitator.py", "/Replay_Buffer_np.py", "/utils_imitate.py"]}
|
9,821
|
testerpce/RL_Mtech_2_off_imitation
|
refs/heads/master
|
/Actor_critic_imitator.py
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Fri May 10 23:49:44 2019
@author: sayambhu
"""
import tensorflow as tf
import numpy as np
import tflearn
class ActorNetwork(object):
"""
Using almost same actor as ddpg except I am keeping batch normalization
to be an option
"""
def __init__(self,sess, state_dim,action_dim,action_bound,learning_rate,tau,batch_size,actor_bn=True):
self.sess=sess
self.s_dim=state_dim
self.a_dim=action_dim
self.action_bound=action_bound
self.learning_rate=learning_rate
self.tau=tau
self.batch_size=batch_size
self.actor_bn=actor_bn
#Actor Network
self.inputs,self.out,self.scaled_out=self.create_actor_network(reuse=False,original=True)
self.network_params=tf.trainable_variables("actor")
#Target Network
self.target_inputs,self.target_out,self.target_scaled_out=self.create_actor_network(reuse=False,original=False)
self.target_network_params=tf.trainable_variables("target_a")#[len(self.network_params):]
# =============================================================================
# print("actor params = ",self.network_params,"target actor params = ",self.target_network_params)
# =============================================================================
#Op for periodically updating target network with online network
self.update_target_network_params=[self.target_network_params[i].assign(tf.multiply(self.network_params[i],self.tau)+tf.multiply(self.target_network_params[i],1.-self.tau)) for i in range(len(self.target_network_params))]
#This gradient will be provided by critic network
self.action_gradient=tf.placeholder(tf.float32,[None,self.a_dim])
#Combine gradients here
self.unnormalized_actor_gradients=tf.gradients(self.scaled_out,self.network_params,-self.action_gradient)
# =============================================================================
# print(self.unnormalized_actor_gradients)
# =============================================================================
self.actor_gradients=list(map(lambda x: tf.div(x,self.batch_size),self.unnormalized_actor_gradients))
#Optimization op
self.optimize=tf.train.AdamOptimizer(self.learning_rate).apply_gradients(zip(self.actor_gradients,self.network_params))
self.num_trainable_vars=len(self.network_params)+len(self.target_network_params)
def create_actor_network(self,reuse=False,original=True):
inputs=tflearn.input_data(shape=[None,self.s_dim])
if original:
ns="actor"
else:
ns="target_a"
with tf.variable_scope(ns) as scope:
if reuse:
tf.get_variable_scope().reuse_variables()
if self.actor_bn:
net=tflearn.fully_connected(inputs,400,name="FC_1")
net=tflearn.layers.normalization.batch_normalization(net)
net=tflearn.activations.relu(net)
net=tflearn.fully_connected(net,300,name="FC_2")
net=tflearn.layers.normalization.batch_normalization(net)
net=tflearn.activations.relu(net)
else:
net=tflearn.fully_connected(inputs,64,name="FC_1")
net=tflearn.activations.relu(net)
net=tflearn.fully_connected(net,64,name="FC_2")
net=tflearn.activations.relu(net)
#Final layer weights between -0.003 to 0.003
w_init=tflearn.initializations.uniform(minval=-0.003,maxval=0.003)
out=tflearn.fully_connected(net,self.a_dim,activation='tanh',weights_init=w_init)
scaled_out=tf.multiply(out,self.action_bound)
return inputs,out,scaled_out
def train(self,inputs,a_gradient):
return self.sess.run(self.optimize,feed_dict={self.inputs:inputs,self.action_gradient:a_gradient})
def predict(self,inputs):
return self.sess.run(self.scaled_out,feed_dict={self.inputs:inputs})
def predict_target(self,inputs):
return self.sess.run(self.target_scaled_out,feed_dict={self.target_inputs:inputs})
def update_target_network(self):
self.sess.run(self.update_target_network_params)
def get_num_trainable_vars(self):
return self.num_trainable_vars
class CriticNetwork(object):
"""
Same as ddpg but with optional batch normalization
and a separate loss function
"""
def __init__(self,sess,state_dim,action_dim,learning_rate,tau,gamma,num_actor_vars,critic_bn=True):
self.sess=sess
self.s_dim=state_dim
self.a_dim=action_dim
self.learning_rate=learning_rate
self.tau=tau
self.gamma=gamma
self.critic_bn=critic_bn
# =============================================================================
# self.expert_inputs=tflearn.input_data(shape=[None,self.s_dim])
# self.expert_action=tflearn.input_data(shape=[None,self.a_dim])
# =============================================================================
#create the critic network
self.inputs,self.action,self.out=self.create_critic_network(reuse=False,original=True)
self.network_params=tf.trainable_variables("critic")#[num_actor_vars:]
#Target network
self.target_inputs,self.target_action,self.target_out=self.create_critic_network(reuse=False,original=False)
self.target_network_params=tf.trainable_variables("target_c")#[(len(self.network_params)+num_actor_vars):]
#Expert network params
self.expert_inputs,self.expert_action,self.expert_out=self.create_critic_network(reuse=True,original=True)
self.expert_network_params=tf.trainable_variables("critic")#[(len(self.network_params)+num_actor_vars+len(self.target_network_params)):]
# =============================================================================
# print("actor params = ",num_actor_vars,"critic params =",self.network_params,"expert params =",self.expert_network_params,"target params = ",self.target_network_params,"total params = ",tf.trainable_variables())
# =============================================================================
#Op for periodically updating target network with online network
self.update_target_network_params=[self.target_network_params[i].assign(tf.multiply(self.network_params[i],self.tau)+tf.multiply(self.target_network_params[i],1.-self.tau)) for i in range(len(self.target_network_params))]
# =============================================================================
# self.update_network_to_expert_params=[self.expert_network_params[i].assign(self.network_params[i]) for i in range(len(self.expert_network_params))]
# self.update_expert_to_network_params=[self.network_params[i].assign(self.expert_network_params[i]) for i in range(len(self.network_params))]
#
# =============================================================================
#Network target y[i]
self.predicted_q_value=tf.placeholder(tf.float32,[None,1])
self.expert_q_value=tf.placeholder(tf.float32,[None,1])
#Define loss and optimization op
self.loss=self.JS_loss(self.expert_q_value,self.expert_out,self.predicted_q_value,self.out,self.gamma)
self.optimize=tf.train.AdamOptimizer(self.learning_rate).minimize(self.loss)
#Gradient of output (i.e. Q value) is taken with respect to the action
self.action_grads=tf.gradients(self.out,self.action)
def JS_loss_expert(self,predicted_q_value,out,gamma):
predicted_q_value=tf.math.pow(predicted_q_value,gamma)
def KL_loss(p,q):
kl=p*tf.math.log(p+1e-12)-p*tf.math.log(q+1e-12)+(1.-p)*tf.math.log(1.-p+1e-12)-(1.-p)*tf.math.log(1.-q+1e-12)
return kl
M=(predicted_q_value+out)/2
L1=KL_loss(out,M)
L2=KL_loss(predicted_q_value,M)
JSD_E=0.5*(L1+L2)
return JSD_E
def JS_loss_non_expert(self,predicted_q_value,out,gamma):
predicted_q_value=tf.math.pow(predicted_q_value,gamma)/2
def KL_loss(p,q):
kl=p*tf.math.log(p+1e-12)-p*tf.math.log(q+1e-12)+(1.-p)*tf.math.log(1.-p+1e-12)-(1.-p)*tf.math.log(1.-q+1e-12)
return kl
M=(predicted_q_value+out)/2
L1=KL_loss(out,M)
L2=KL_loss(predicted_q_value,M)
JSD_NE=0.5*(L1+L2)
return JSD_NE
def JS_loss(self,expert_predicted_q_value,expert_out,
predicted_q_value,out,gamma):
return self.JS_loss_expert(expert_predicted_q_value,
expert_out,
gamma)+self.JS_loss_non_expert(predicted_q_value,
out,gamma)
def create_critic_network(self,reuse=False,original=True):
inputs=tflearn.input_data(shape=[None,self.s_dim])
action=tflearn.input_data(shape=[None,self.a_dim])
if original:
ns="critic"
else:
ns="target_c"
with tf.variable_scope(ns) as scope:
if reuse:
tf.get_variable_scope().reuse_variables()
if self.critic_bn:
net=tflearn.fully_connected(inputs,400)
net=tflearn.layers.normalization.batch_normalization(net)
net=tflearn.activations.relu(net)
#Adding action in second hidden layer
t1=tflearn.fully_connected(net,300)
t2=tflearn.fully_connected(action,300)
net=tflearn.activation(tf.matmul(net,t1.W)+tf.matmul(action,t2.W)+t2.b,activation='relu')
else:
net=tflearn.fully_connected(inputs,64)
net=tflearn.activations.relu(net)
t1=tflearn.fully_connected(net,64)
t2=tflearn.fully_connected(action,64)
net=tflearn.activation(tf.matmul(net,t1.W)+tf.matmul(action,t2.W)+t2.b,activation='relu')
#linear layer connected to one output representing Q(s,a)
w_init=tflearn.initializations.uniform(minval=-0.003,maxval=0.003)
out=tflearn.fully_connected(net,1,weights_init=w_init,activation='sigmoid')
return inputs,action,out
def train(self,expert_inputs,expert_actions,inputs,action,predicted_q_value,expert_q_value):
return self.sess.run([self.out,self.expert_out,self.optimize],feed_dict={self.expert_inputs:expert_inputs,
self.expert_action:expert_actions,
self.inputs:inputs,self.action:action,
self.predicted_q_value:predicted_q_value,
self.expert_q_value:expert_q_value})
def predict_target(self,inputs,action):
return self.sess.run(self.target_out,feed_dict={self.target_inputs:inputs,self.target_action:action})
def predict(self,inputs,action):
return self.sess.run(self.out,feed_dict={self.inputs:inputs,self.action:action})
def action_gradients(self,inputs,actions):
return self.sess.run(self.action_grads,feed_dict={self.inputs:inputs,self.action:actions})
def update_target_network(self):
self.sess.run(self.update_target_network_params)
# =============================================================================
# def update_network_to_expert(self):
# self.sess.run(self.update_network_to_expert_params)
#
# def update_expert_to_network(self):
# self.sess.run(self.update_expert_to_network_params)
# =============================================================================
|
{"/Test_imitator.py": ["/Imitator.py"], "/Imitator.py": ["/Actor_critic_imitator.py", "/Replay_Buffer_np.py", "/utils_imitate.py"]}
|
9,822
|
testerpce/RL_Mtech_2_off_imitation
|
refs/heads/master
|
/utils_imitate.py
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sun May 12 23:57:35 2019
@author: sayambhu
"""
import tensorflow as tf
import numpy as np
class OrnsteinUhlenbeckActionNoise:
def __init__(self,mu,sigma=0.3,theta=0.15,dt=1e-2,x0=None):
self.theta=theta
self.mu=mu
self.sigma=sigma
self.dt=dt
self.x0=x0
self.reset()
def __call__(self):
x=self.x_prev+self.theta*(self.mu-self.x_prev)*self.dt+self.sigma*np.sqrt(self.dt)*np.random.normal(size=self.mu.shape)
self.x_prev=x
return x
def reset(self):
self.x_prev=self.x0 if self.x0 is not None else np.zeros_like(self.mu)
def __repr__(self):
return 'OrnsteinUhlenbeckActionNoise(mu={},sigma={})'.format(self.mu,self.sigma)
#Tensorflow summary ops
def build_summaries():
episode_reward=tf.Variable(0.)
tf.summary.scalar('episode_reward',episode_reward)
episode_ave_max_q=tf.Variable(0.)
tf.summary.scalar('Qmax_value',episode_ave_max_q)
summary_vars=[episode_reward,episode_ave_max_q]
summary_ops=tf.summary.merge_all()
return summary_ops,summary_vars
|
{"/Test_imitator.py": ["/Imitator.py"], "/Imitator.py": ["/Actor_critic_imitator.py", "/Replay_Buffer_np.py", "/utils_imitate.py"]}
|
9,860
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0002_document_notification_rubrique_répertoire.py
|
# Generated by Django 3.2.3 on 2021-05-28 10:53
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0001_initial'),
]
operations = [
migrations.CreateModel(
name='Rubrique',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('nom_rub', models.CharField(max_length=30)),
('utilisateur_admin_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin')),
],
),
migrations.CreateModel(
name='Répertoire',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('nom_rep', models.CharField(max_length=30)),
('propriétaire', models.CharField(max_length=30)),
('emplacement', models.CharField(max_length=30)),
('date_création', models.DateField()),
('rubrique_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.rubrique')),
('utilisateur_admin_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin')),
],
),
migrations.CreateModel(
name='Notification',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('titre', models.CharField(max_length=30)),
('description', models.CharField(max_length=100)),
('date_envoie', models.DateField()),
('utilisateur_simple_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_simple')),
],
),
migrations.CreateModel(
name='Document',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('nom_doc', models.CharField(max_length=30)),
('taille', models.IntegerField(max_length=30)),
('type_doc', models.CharField(max_length=30)),
('propriétaire', models.CharField(max_length=30)),
('date_création', models.DateField()),
('emplacement', models.CharField(max_length=30)),
('répertoire_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.répertoire')),
('utilisateur_privilégié_ID', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_privilégié')),
],
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,861
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0001_initial.py
|
# Generated by Django 3.2.3 on 2021-05-28 10:47
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
initial = True
dependencies = [
]
operations = [
migrations.CreateModel(
name='Utilisateur',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('nom_utilisateur', models.CharField(max_length=30)),
('email', models.EmailField(max_length=100)),
('mot_de_passe', models.CharField(max_length=30)),
('nom', models.CharField(max_length=30)),
('prénom', models.CharField(max_length=30)),
('date_naissance', models.DateField()),
('tel', models.CharField(max_length=30)),
('adresse', models.CharField(max_length=30)),
],
),
migrations.CreateModel(
name='Utilisateur_admin',
fields=[
('utilisateur_ptr', models.OneToOneField(auto_created=True, on_delete=django.db.models.deletion.CASCADE, parent_link=True, primary_key=True, serialize=False, to='ESIGRAD.utilisateur')),
('status', models.CharField(max_length=30)),
],
bases=('ESIGRAD.utilisateur',),
),
migrations.CreateModel(
name='Utilisateur_privilégié',
fields=[
('utilisateur_ptr', models.OneToOneField(auto_created=True, on_delete=django.db.models.deletion.CASCADE, parent_link=True, primary_key=True, serialize=False, to='ESIGRAD.utilisateur')),
('status', models.CharField(max_length=30)),
],
bases=('ESIGRAD.utilisateur',),
),
migrations.CreateModel(
name='Utilisateur_simple',
fields=[
('utilisateur_ptr', models.OneToOneField(auto_created=True, on_delete=django.db.models.deletion.CASCADE, parent_link=True, primary_key=True, serialize=False, to='ESIGRAD.utilisateur')),
('status', models.CharField(max_length=30)),
],
bases=('ESIGRAD.utilisateur',),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,862
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0021_auto_20210630_1629.py
|
# Generated by Django 3.2.3 on 2021-06-30 15:29
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0020_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='document',
name='emplacement',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='document',
name='nom_doc',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='document',
name='propriétaire',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='notification',
name='titre',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='rubrique',
name='nom_rub',
field=models.CharField(max_length=200, unique=True),
),
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 16, 29, 3, 870754)),
),
migrations.AlterField(
model_name='répertoire',
name='nom_rep',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur',
name='adresse',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur',
name='mot_de_passe',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur',
name='nom_utilisateur',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur_admin',
name='status',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur_privilégié',
name='status',
field=models.CharField(max_length=200),
),
migrations.AlterField(
model_name='utilisateur_simple',
name='status',
field=models.CharField(max_length=200),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,863
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0017_alter_répertoire_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-30 13:26
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0016_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 14, 26, 5, 631313)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,864
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/urls.py
|
from django.urls import path
from django.conf.urls import url
from . import views # import views so we can use them in urls.
urlpatterns = [
url('index/', views.index),
url('upload/',views.upload),
url('test/',views.test),
url('ajouterRubrique/',views.créerRub, name="créerub"),
url('gestionRubrique/',views.GestionRub, name="gestionrub"),
path('renommer_rub/<str:rub_id>/',views.renommerRub, name='renommerRub'),
path('supprimer_rub/<int:rub_id>/',views.supprimerRub, name='deleteRub'),
path('supprimer_rep/<int:rep_id>/',views.supprimerRep, name='deleteRep'),
url('gestionRepertoire/',views.GestionRep, name="gestionrep"),
url('ajouterRepertoire/',views.créerRep, name="créerep"),
url('gestionUser/',views.gestionUser , name="gestionUser"),
url('ajouterUser/',views.créerUser, name="créerUser"),
path('supprimer_user/<int:user_id>/<str:type>/',views.supprimerUser, name='deleteUser'),
path('renommer_rep/<int:rep_id>/',views.renommerRep, name='renommerRep'),
path('index_user_prem/',views.index_user_1, name='index_user_prem'),
path('index_user/<int:rub_id>/',views.index_user_2, name='index_user'),
path('popup_ren/<int:rub_id>/',views.popup_ren, name='popup'),
path('popup_ren_rep/<int:rep_id>/',views.popup_ren_rep, name='popup_ren_rep'),
path('popup_del/<int:user_id>/<str:type>/',views.popup_del, name='popup_delete'),
url('authentification/',views.affich_authentif,name="autho"),
url('redirectPage/', views.authentification, name="authentification"),
path('popup_del_rub/<int:rub_id>/',views.popup_del_rub, name='popup_delete_rub'),
path('popup_del_rep/<int:rep_id>/',views.popup_del_rep, name='popup_delete_rep'),
path('popup_del_doc/<int:pk>/',views.popup_del_doc, name='popup_delete_doc'),
path('GestionDocSimple/',views.Liste_doc_simple),
path('GestionDocPréviligié/<int:pk>/index_userP_Doc',views.Liste_doc_préviligié),
path('GestionDocPréviligié/Ajouter_document/',views.Ajouter_document,name='Ajouter_document'),
path('GestionDocPréviligié/<int:pk>/',views.delete_Doc,name='delete_Doc'),
url('GestionDocPréviligié/',views.Liste_doc_préviligié2),
path('GestionDocPréviligié/',views.Liste_doc_préviligié2,name='liste_doc_priv'),
path('index_user4/<int:rep_id>/',views.Liste_doc_préviligié, name='index_user4'),
path('index_user2/<int:rub_id>/',views.index_userP_2, name='index_userP'),
path('index_user_Prev/',views.index_userP_1, name='index_user_Prev'),
path('index_user3/<int:rep_id>/',views.Liste_doc_simple, name='index_user3'),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,865
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0011_auto_20210602_1807.py
|
# Generated by Django 3.2.3 on 2021-06-02 17:07
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0010_auto_20210602_1432'),
]
operations = [
migrations.RemoveField(
model_name='document',
name='type_doc',
),
migrations.AlterField(
model_name='document',
name='fichier',
field=models.FileField(null=True, upload_to='doc/'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,866
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0018_alter_répertoire_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-30 13:34
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0017_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 14, 34, 47, 286589)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,867
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0004_auto_20210528_1208.py
|
# Generated by Django 3.2.3 on 2021-05-28 11:08
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0003_auto_20210528_1156'),
]
operations = [
migrations.RemoveField(
model_name='document',
name='emplacement',
),
migrations.RemoveField(
model_name='document',
name='répertoire',
),
migrations.RemoveField(
model_name='document',
name='utilisateur_privilégié',
),
migrations.RemoveField(
model_name='notification',
name='utilisateur_simple',
),
migrations.RemoveField(
model_name='rubrique',
name='utilisateur_admin',
),
migrations.RemoveField(
model_name='répertoire',
name='rubrique',
),
migrations.RemoveField(
model_name='répertoire',
name='utilisateur_admin',
),
migrations.AddField(
model_name='utilisateur',
name='documents',
field=models.ManyToManyField(blank=True, related_name='utilisateurs', to='ESIGRAD.Document'),
),
migrations.AddField(
model_name='utilisateur',
name='rubriques',
field=models.ManyToManyField(blank=True, related_name='utilisateurs', to='ESIGRAD.Rubrique'),
),
migrations.AddField(
model_name='utilisateur',
name='répertoires',
field=models.ManyToManyField(blank=True, related_name='utilisateurs', to='ESIGRAD.Répertoire'),
),
migrations.AlterField(
model_name='document',
name='taille',
field=models.IntegerField(),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,868
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0015_alter_répertoire_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-30 12:51
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0014_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 13, 51, 13, 666069)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,869
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/apps.py
|
from django.apps import AppConfig
class EsigradConfig(AppConfig):
default_auto_field = 'django.db.models.BigAutoField'
name = 'ESIGRAD'
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,870
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0016_alter_répertoire_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-30 12:53
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0015_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 13, 53, 39, 277495)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,871
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0005_auto_20210528_1254.py
|
# Generated by Django 3.2.3 on 2021-05-28 11:54
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0004_auto_20210528_1208'),
]
operations = [
migrations.RemoveField(
model_name='utilisateur',
name='documents',
),
migrations.RemoveField(
model_name='utilisateur',
name='rubriques',
),
migrations.RemoveField(
model_name='utilisateur',
name='répertoires',
),
migrations.AddField(
model_name='document',
name='emplacement',
field=models.CharField(default=0, max_length=30),
preserve_default=False,
),
migrations.AddField(
model_name='document',
name='répertoire',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.répertoire'),
preserve_default=False,
),
migrations.AddField(
model_name='document',
name='utilisateur_privilégié',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_privilégié'),
preserve_default=False,
),
migrations.AddField(
model_name='document',
name='utilisateurs',
field=models.ManyToManyField(related_name='documents', to='ESIGRAD.Utilisateur'),
),
migrations.AddField(
model_name='notification',
name='utilisateur_simple',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_simple'),
preserve_default=False,
),
migrations.AddField(
model_name='rubrique',
name='utilisateur_admin',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin'),
preserve_default=False,
),
migrations.AddField(
model_name='rubrique',
name='utilisateurs',
field=models.ManyToManyField(related_name='rubriques', to='ESIGRAD.Utilisateur'),
),
migrations.AddField(
model_name='répertoire',
name='rubrique',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.rubrique'),
preserve_default=False,
),
migrations.AddField(
model_name='répertoire',
name='utilisateur_admin',
field=models.ForeignKey(default=0, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin'),
preserve_default=False,
),
migrations.AddField(
model_name='répertoire',
name='utilisateurs',
field=models.ManyToManyField(related_name='répertoires', to='ESIGRAD.Utilisateur'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,872
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0020_alter_répertoire_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-30 14:47
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0019_alter_répertoire_date_création'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 30, 15, 47, 48, 308937)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,873
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0013_auto_20210610_1329.py
|
# Generated by Django 3.2.3 on 2021-06-10 12:29
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0012_alter_document_date_création'),
]
operations = [
migrations.RemoveField(
model_name='rubrique',
name='utilisateurs',
),
migrations.RemoveField(
model_name='répertoire',
name='emplacement',
),
migrations.RemoveField(
model_name='répertoire',
name='propriétaire',
),
migrations.RemoveField(
model_name='répertoire',
name='utilisateur_admin',
),
migrations.RemoveField(
model_name='répertoire',
name='utilisateurs',
),
migrations.RemoveField(
model_name='utilisateur',
name='date_naissance',
),
migrations.RemoveField(
model_name='utilisateur',
name='nom',
),
migrations.RemoveField(
model_name='utilisateur',
name='prénom',
),
migrations.RemoveField(
model_name='utilisateur',
name='tel',
),
migrations.AlterField(
model_name='rubrique',
name='nom_rub',
field=models.CharField(max_length=30, unique=True),
),
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 10, 13, 29, 26, 346481)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,874
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0006_alter_rubrique_utilisateur_admin.py
|
# Generated by Django 3.2.3 on 2021-05-28 12:03
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0005_auto_20210528_1254'),
]
operations = [
migrations.AlterField(
model_name='rubrique',
name='utilisateur_admin',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,875
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/views.py
|
from typing import ContextManager
from django.shortcuts import render,redirect
from django.http import HttpResponse,HttpRequest
from django.core.files.storage import FileSystemStorage
from .models import Document
from .models import *
from django.contrib import messages #import messages
from datetime import datetime
from time import strftime
from django.core.mail import send_mail
# Create your views here.
def index(request):
message = "Salut tout le monde !"
return HttpResponse(message)
def upload (request):
context = {}
if request.method == 'POST':
uploaded_file = request.FILES['document']
# print(uploaded_file.name)
# print( uploaded_file.size)
fs = FileSystemStorage()
name = fs.save(uploaded_file.name, uploaded_file)
context['url'] = fs.url(name)
context['nom'] = name
return render (request,'upload.html',context)
def documents_list(request):
documents = Document.objects.all()
return render(request,'documents_list.html',{'documents':documents})
def upload_documents(request):
context = {}
if request.method == 'POST':
uploaded_file = request.FILES['document']
fs = FileSystemStorage()
name = fs.save(uploaded_file.name, uploaded_file)
context['url'] = fs.url(name)
taille=uploaded_file.size/1000
doc = Document (nom_doc = uploaded_file.name,taille=taille,propriétaire='aaa',emplacement=context['url'],fichier=uploaded_file)
doc.save()
# print(uploaded_file.name)
# print( uploaded_file.size)
return redirect('documents_list.html')
else :
return render(request,'upload_documents.html')
# NOUVEAU
def test(request:HttpRequest):
return render(request,"dialog.html")
def Liste_doc_simple(request:HttpRequest,rep_id):
idRep=rep_id
rep= Répertoire.objects.get(id=idRep)
nom_rep=rep.nom_rep
rub_list=Rubrique.objects.all().order_by('id')
if 'q' in request.GET:
q=request.GET['q']
documents = Document.objects.filter(répertoire_id=idRep).filter(nom_doc__icontains=q).order_by('-date_création')
else:
documents = Document.objects.filter(répertoire_id=idRep).order_by('-date_création')
return render(request,'index_user_Doc.html',{'documents':documents,'nom_rep':nom_rep,'rub_list':rub_list,'id_us':id_us})
def Liste_doc_préviligié(request:HttpRequest,rep_id):
global idRep
idRep=rep_id
rep= Répertoire.objects.get(id=idRep)
rub_list=Rubrique.objects.all().order_by('id')
nom_rep=rep.nom_rep
if 'q' in request.GET:
q=request.GET['q']
documents = Document.objects.filter(répertoire_id=idRep).filter(nom_doc__icontains=q).order_by('-date_création')
else:
documents = Document.objects.filter(répertoire_id=idRep).order_by('-date_création')
return render(request,'index_userP_Doc.html',{'documents':documents,'nom_rep':nom_rep,'rub_list':rub_list,'id_us':id_us})
def Liste_doc_préviligié2(request:HttpRequest):
rep= Répertoire.objects.get(id=idRep)
nom_rep=rep.nom_rep
rub_list=Rubrique.objects.all().order_by('id')
if 'q' in request.GET:
q=request.GET['q']
documents = Document.objects.filter(répertoire_id=idRep).filter(nom_doc__icontains=q).order_by('-date_création')
else:
documents = Document.objects.filter(répertoire_id=idRep).order_by('-date_création')
return render(request,'index_userP_Doc.html',{'documents':documents,'nom_rep':nom_rep,'rub_list':rub_list,'id_us':id_us})
def delete_Doc(request,pk):
if request.method == 'POST':
document = Document.objects.get(pk=pk)
document.delete()
messages.success(request, "Le document a été supprimé avec succes !!")
return redirect('/ESIGRAD/GestionDocPréviligié/')
def documents_list(request):
documents = Document.objects.all()
return render(request,'index_userP_Doc.html',{'documents':documents})
def Ajouter_document(request):
context = {}
if request.method == 'POST':
uploaded_file = request.FILES['document']
fs = FileSystemStorage()
name = fs.save(uploaded_file.name, uploaded_file)
context['url'] = fs.url(name)
taille=uploaded_file.size/1000
doc = Document (nom_doc = uploaded_file.name,taille=taille, propriétaire=id_us,emplacement=context['url'],répertoire_id=idRep,fichier=uploaded_file)
doc.save()
messages.success(request, "Le document a été ajoutée avec succes !!")
notif = request.POST['selectReponse']
if notif=='Oui':
users = Utilisateur.objects.all()
for user in users:
try:
send_mail('[ESIGRAD]Nouveau document ajouté',"Un nouveau document est ajouté dans ESIGRAD:"+doc.nom_doc,'EsiGradDPGR@gmail.com',[user.email],fail_silently=False)
except Exception as e:
messages.error(request,"Vérifiez votre connexion; l'email de notification n'a pas été envoyé")
return redirect('index_userP_Doc.html')
else :
return render(request,'index_userP_Doc.html')
def créerRub(request:HttpRequest):
if request.method == 'POST':
nom_rub = request.POST['nom_rub']
if nom_rub=='':
print("error")
messages.error(request, "Veuillez donner le nom de la rubrique")
else:
if(Rubrique.objects.filter(nom_rub=nom_rub).exists()==True):
messages.error(request, "Il existe déja une rubrique avec ce nom ")
else:
rub= Rubrique(nom_rub=nom_rub)
rub.save()
messages.success(request, "La rubrique a été ajoutée avec succes !!")
return redirect('/ESIGRAD/gestionRubrique/')
#####################################################
def renommerRub(request,rub_id):
rub_to_rename= Rubrique.objects.get(id=int(rub_id))
if request.method == 'POST':
nv_nom_rub = request.POST['nv_nom_rub']
if (Rubrique.objects.filter(nom_rub=nv_nom_rub).exists()==True ):
messages.error(request, "Il existe déja une rubrique ayant ce nom !!")
else:
rub_to_rename.nom_rub = nv_nom_rub
rub_to_rename.save()
messages.success(request, "La rubrique a bien été renommée !!")
return redirect('/ESIGRAD/gestionRubrique/')
###########################################""
def popup_ren(request,rub_id):
context= {'rub_list':Rubrique.objects.all().order_by('id'),'rub_id':rub_id}
return render(request,"index_admin_rub_popup.html",context)
def popup_del(request,user_id,type):
context= {'user_id':user_id,'type':type}
return render(request,"index_admin_user_popup_delete.html",context)
def popup_del_rub(request,rub_id):
context= {'rub_id':rub_id}
return render(request,"index_admin_rub_popup_delete.html",context)
def popup_del_rep(request,rep_id):
context= {'rep_id':rep_id}
return render(request,"index_admin_rep_popup_delete.html",context)
def popup_ren_rep(request,rep_id):
context= {'rep_id':rep_id}
return render(request,"index_admin_rep_popup.html",context)
############################################""""""
def supprimerRub(request,rub_id):
rub_to_delete= Rubrique.objects.get(id=rub_id)
rub_to_delete.delete()
messages.success(request, "La rubrique a bien été supprimée !!")
return redirect('/ESIGRAD/gestionRubrique/')
##################################"
def supprimerRep(request,rep_id):
rep_to_delete= Répertoire.objects.get(id=rep_id)
rep_to_delete.delete()
messages.success(request, "Le répèrtoire a bien été supprimé !!")
return redirect('/ESIGRAD/gestionRepertoire/')
def popup_del_doc(request,pk):
context= {'pk':pk}
return render(request,"doc_popup_delete.html",context)
#######################################################
def GestionRub(request):
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all().filter(nom_rub__icontains=q).order_by('id'),'id_rub':0,'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all().order_by('id'),'id_rub':0,'id_us':id_us}
return render(request,'index_admin_Rub.html',context)
#####################################################
def test(request:HttpRequest):
return render(request,"login.html")
########################Rep##########################
def GestionRep(request):
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all(),'rep_list':Répertoire.objects.all().filter(nom_rep__icontains=q),'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all(),'rep_list':Répertoire.objects.all(),'id_us':id_us }
return render(request,'index_admin_Rep.html', context)
###########################################
def créerRep(request:HttpRequest):
if request.method == 'POST':
nom_rub_selected = request.POST['selectRub']
nom_rep = request.POST['nom_rep']
if (Répertoire.objects.filter(nom_rep=nom_rep,rubrique=Rubrique.objects.get(nom_rub=nom_rub_selected)).exists()==True ):
messages.error(request, "Il existe déja un répertoire ayant ce nom dans cette rubrique!!")
else:
rub=Rubrique.objects.get(nom_rub=nom_rub_selected)
rep= Répertoire(nom_rep=nom_rep,rubrique= rub)
rep.save()
messages.success(request, "Le répertoire a bien été ajouté!!")
return redirect('/ESIGRAD/gestionRepertoire/')
######################################""
def renommerRep(request,rep_id):
rep_to_rename= Répertoire.objects.get(id=rep_id)
if request.method == 'POST':
nv_nom_rep = request.POST['nv_nom_rep']
rep_to_rename.nom_rep = nv_nom_rep
rep_to_rename.save()
messages.success(request, "Le répèrtoire a bien été renommé!!")
return redirect('/ESIGRAD/gestionRepertoire/')
########################################""
def gestionUser(request):
if 'q' in request.GET:
q=request.GET['q']
context= {'user_list_simple':Utilisateur_simple.objects.all().filter(nom_utilisateur__icontains=q).order_by('id'),'user_list_prév':Utilisateur_privilégié.objects.all().filter(nom_utilisateur__icontains=q).order_by('id'),'id_us':id_us}
else:
context= {'user_list_simple':Utilisateur_simple.objects.all().order_by('id'),'user_list_prév':Utilisateur_privilégié.objects.all().order_by('id'),'id_us':id_us}
return render(request,'index_admin_User.html',context)
#############################################
def créerUser(request:HttpRequest):
if request.method == 'POST':
nom_utilisateur = request.POST['nom_utilisateur']
mdp = request.POST['mdp']
email = request.POST['mail']
type = request.POST['type']
if nom_utilisateur=='' or mdp=='' or email=='' :
print("error")
messages.error(request, "Veuillez renseigner tous les champs")
else:
try:
send_mail('[ESIGRAD] Ajout de votre compte',"Votre compte a été ajouté dans l'application ESIGRAD, vous pouvez y connecter maintenant avec votre adresse email et avec le mot de passe suivant:"+mdp,'EsiGradDPGR@gmail.com',[email],fail_silently=False)
if (Utilisateur_privilégié.objects.filter(email=email).exists()==True ) or (Utilisateur_simple.objects.filter(email=email).exists()==True ) :
messages.error(request, "Il existe déja un utilisateur possédant cet email")
else:
if type=="simple" :
user= Utilisateur_simple(nom_utilisateur=nom_utilisateur,mot_de_passe=mdp , email=email, status="Utilisateur simple",adresse="ldkfkdfldflkk")
user.save()
messages.success(request, "L'utilisateur a bien été ajouté!!")
else:
user= Utilisateur_privilégié(nom_utilisateur=nom_utilisateur,mot_de_passe=mdp , email=email, status="Utilisateur préviligié",adresse="ldkfkdfldflkk")
user.save()
messages.success(request, "L'utilisateur a bien été ajouté!!")
except Exception as e:
messages.error(request,e)
return redirect('/ESIGRAD/gestionUser/')
#############################################
def supprimerUser(request,user_id,type):
if type=="Utilisateur simple":
user_to_delete= Utilisateur_simple.objects.get(id=user_id)
user_to_delete.delete()
messages.success(request, "L'utilisateur a bien été supprimé!!")
else:
user_to_delete= Utilisateur_privilégié.objects.get(id=user_id)
user_to_delete.delete()
messages.success(request, "L'utilisateur a bien été supprimé!!")
return redirect('/ESIGRAD/gestionUser/')
######################################
def index_user_1(request:HttpRequest):
rub1=Rubrique.objects.first()
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub1).filter(nom_rep__icontains=q,),'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub1),'id_us':id_us}
return render(request,"index_user.html",context )
#########################################
def index_user_2(request:HttpRequest,rub_id):
rub1=Rubrique.objects.first()
rub=Rubrique.objects.get(id=rub_id)
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub).filter(nom_rep__icontains=q),'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub),'id_us':id_us}
return render(request,"index_user.html",context )
def récupererId(request, rub_id):
context={'id_rub':rub_id}
print("rub_id")
return render(request,"index_admin_Rub.html",context )
########################
def affich_authentif(request):
return render(request,"authentification.html")
####################################
def authentification(request):
global id_us
if request.method == 'POST':
mdp = request.POST['mdp']
email = request.POST['email']
if (mdp=="" or email==""):
messages.error(request, "veuillez donner l'mail et le mot de passe")
else:
if (Utilisateur_simple.objects.filter(email=email).exists()==True):
user=Utilisateur_simple.objects.get(email=email)
id_us=user.nom_utilisateur
if(user.mot_de_passe==mdp):
context={'auth':True,'mail':email}
return redirect('/ESIGRAD/index_user_prem/',context)
else:
messages.error(request, "Mot de passe incorrect")
return redirect('/ESIGRAD/authentification/')
else:
if (Utilisateur_privilégié.objects.filter(email=email).exists()==True):
userP=Utilisateur_privilégié.objects.get(email=email)
id_us=userP.nom_utilisateur
if(userP.mot_de_passe==mdp):
context={'auth':True,'mail':email}
return redirect('/ESIGRAD/index_user_Prev/',context)
else:
messages.error(request, "Mot de passe incorrect")
return redirect('/ESIGRAD/authentification/')
else:
if (Utilisateur_admin.objects.filter(email=email).exists()==True):
userP=Utilisateur_admin.objects.get(email=email)
id_us=userP.nom_utilisateur
if(userP.mot_de_passe==mdp):
context={'auth':True,'mail':email}
return redirect('/ESIGRAD/gestionUser/',context)
else:
messages.error(request, "Mot de passe incorrect")
return redirect('/ESIGRAD/authentification/')
else:
messages.error(request, "Ce compte n'existe pas")
return redirect('/ESIGRAD/authentification/')
def index_userP_1(request:HttpRequest):
rub1=Rubrique.objects.first()
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub1).filter(nom_rep__icontains=q),'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub1),'id_us':id_us}
return render(request,"index_userP.html",context )
def index_userP_2(request:HttpRequest,rub_id):
rub1=Rubrique.objects.first()
rub=Rubrique.objects.get(id=rub_id)
if 'q' in request.GET:
q=request.GET['q']
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub).filter(nom_rep__icontains=q),'id_us':id_us}
else:
context= {'rub_list':Rubrique.objects.all(),'rub1':rub1,'rep_list':Répertoire.objects.filter(rubrique=rub),'id_us':id_us}
return render(request,"index_userP.html",context )
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,876
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0008_auto_20210528_1323.py
|
# Generated by Django 3.2.3 on 2021-05-28 12:23
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0007_auto_20210528_1322'),
]
operations = [
migrations.AlterField(
model_name='document',
name='utilisateurs',
field=models.ManyToManyField(related_name='documents', to='ESIGRAD.Utilisateur'),
),
migrations.AlterField(
model_name='rubrique',
name='utilisateurs',
field=models.ManyToManyField(related_name='rubriques', to='ESIGRAD.Utilisateur'),
),
migrations.AlterField(
model_name='répertoire',
name='utilisateurs',
field=models.ManyToManyField(related_name='répertoires', to='ESIGRAD.Utilisateur'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,877
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0010_auto_20210602_1432.py
|
# Generated by Django 3.2.3 on 2021-06-02 13:32
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0009_document_pdf'),
]
operations = [
migrations.RemoveField(
model_name='document',
name='pdf',
),
migrations.AddField(
model_name='document',
name='fichier',
field=models.FileField(null=True, upload_to='documents/'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,878
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0007_auto_20210528_1322.py
|
# Generated by Django 3.2.3 on 2021-05-28 12:22
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0006_alter_rubrique_utilisateur_admin'),
]
operations = [
migrations.AlterField(
model_name='document',
name='répertoire',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.répertoire'),
),
migrations.AlterField(
model_name='document',
name='utilisateur_privilégié',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_privilégié'),
),
migrations.AlterField(
model_name='document',
name='utilisateurs',
field=models.ManyToManyField(null=True, related_name='documents', to='ESIGRAD.Utilisateur'),
),
migrations.AlterField(
model_name='notification',
name='utilisateur_simple',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_simple'),
),
migrations.AlterField(
model_name='rubrique',
name='utilisateurs',
field=models.ManyToManyField(null=True, related_name='rubriques', to='ESIGRAD.Utilisateur'),
),
migrations.AlterField(
model_name='répertoire',
name='rubrique',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.rubrique'),
),
migrations.AlterField(
model_name='répertoire',
name='utilisateur_admin',
field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='ESIGRAD.utilisateur_admin'),
),
migrations.AlterField(
model_name='répertoire',
name='utilisateurs',
field=models.ManyToManyField(null=True, related_name='répertoires', to='ESIGRAD.Utilisateur'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,879
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0014_alter_répertoire_date_création.py
|
# Generated by Django 3.2.4 on 2021-06-10 13:45
import datetime
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0013_auto_20210610_1329'),
]
operations = [
migrations.AlterField(
model_name='répertoire',
name='date_création',
field=models.DateField(default=datetime.datetime(2021, 6, 10, 14, 45, 23, 276401)),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,880
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0012_alter_document_date_création.py
|
# Generated by Django 3.2.3 on 2021-06-06 21:41
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0011_auto_20210602_1807'),
]
operations = [
migrations.AlterField(
model_name='document',
name='date_création',
field=models.DateField(auto_now_add=True),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,881
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0009_document_pdf.py
|
# Generated by Django 3.2.3 on 2021-06-01 21:09
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0008_auto_20210528_1323'),
]
operations = [
migrations.AddField(
model_name='document',
name='pdf',
field=models.FileField(null=True, upload_to='documents'),
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,882
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/models.py
|
from django.db import models
from datetime import datetime
# Create your models here.
class Utilisateur(models.Model):
nom_utilisateur = models.CharField(max_length=200)
email = models.EmailField(max_length=100)
mot_de_passe = models.CharField(max_length=200)
adresse = models.CharField(max_length=200)
class Utilisateur_admin (Utilisateur):
status = models.CharField(max_length=200)
class Utilisateur_privilégié (Utilisateur):
status = models.CharField(max_length=200)
class Utilisateur_simple (Utilisateur):
status = models.CharField(max_length=200)
class Rubrique (models.Model):
nom_rub = models.CharField(max_length=200, unique=True)
utilisateur_admin = models.ForeignKey(Utilisateur_admin, on_delete=models.CASCADE,null=True)
class Répertoire(models.Model):
nom_rep = models.CharField(max_length=200)
date_création = models.DateField(default = datetime.now())
rubrique = models.ForeignKey(Rubrique, on_delete=models.CASCADE,null=True)
class Document (models.Model):
nom_doc = models.CharField(max_length=200)
taille = models.IntegerField()
propriétaire = models.CharField(max_length=200)
date_création = models.DateField(auto_now_add=True)
emplacement = models.CharField(max_length=200)
fichier = models.FileField(upload_to= 'doc/',null=True)
répertoire = models.ForeignKey(Répertoire,on_delete=models.CASCADE,null=True)
utilisateur_privilégié = models.ForeignKey(Utilisateur_privilégié, on_delete=models.CASCADE,null=True)
utilisateurs = models.ManyToManyField(Utilisateur,related_name='documents', blank=False)
def delete(self, *args, **kwargs):
self.fichier.delete()
super().delete(*args, **kwargs)
class Notification (models.Model):
titre = models.CharField(max_length=200)
description = models.CharField(max_length=100)
date_envoie = models.DateField()
utilisateur_simple = models.ForeignKey(Utilisateur_simple, on_delete=models.CASCADE,null=True)
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,883
|
kawtarZineb-benkablia/Projet_2CSSIT_Equipe_5
|
refs/heads/master
|
/ESIGRAD/migrations/0003_auto_20210528_1156.py
|
# Generated by Django 3.2.3 on 2021-05-28 10:56
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
('ESIGRAD', '0002_document_notification_rubrique_répertoire'),
]
operations = [
migrations.RenameField(
model_name='document',
old_name='répertoire_ID',
new_name='répertoire',
),
migrations.RenameField(
model_name='document',
old_name='utilisateur_privilégié_ID',
new_name='utilisateur_privilégié',
),
migrations.RenameField(
model_name='notification',
old_name='utilisateur_simple_ID',
new_name='utilisateur_simple',
),
migrations.RenameField(
model_name='rubrique',
old_name='utilisateur_admin_ID',
new_name='utilisateur_admin',
),
migrations.RenameField(
model_name='répertoire',
old_name='rubrique_ID',
new_name='rubrique',
),
migrations.RenameField(
model_name='répertoire',
old_name='utilisateur_admin_ID',
new_name='utilisateur_admin',
),
]
|
{"/ESIGRAD/views.py": ["/ESIGRAD/models.py"]}
|
9,892
|
rroohhh/python-taskgraph
|
refs/heads/master
|
/taskgraph.py
|
import functools
import asyncio
import inspect
from asyncio import Future
from threading import Thread
from process import Pool
from functools import partial
import dill
import cli
class Option:
def __init__(self, *args):
assert len(args) < 2
if len(args) == 1:
self.value = args[0]
def is_none(self):
return not hasattr(self, "value")
def is_some(self):
return hasattr(self, "value")
class DC:
def __init__(self, func, *args, **kwargs):
self._star_args = args
self._starstar_args = kwargs
self._func = func
self._result = Option()
self._future = None
self._is_done = False
setattr(self, "_DC_MAGIC_svtjnmb3jIpT2OWeKJWbJWoWuB+Rf/R7oOcr33RIlV8Z", None)
# if the DC gets pickled and shipped away, a new object is created after it is unpickled and we can't track the completion, so silence the unused warning for DCs that get pickled
def __getstate__(self):
state = self.__dict__.copy()
self._got_pickled = True
return state
def is_done(self):
return self._result.is_some()
def __del__(self):
if (self._future is None or not self._future.done()) and not self._is_done and not hasattr(self, "_got_pickled"):
print("WARNING: unused delayed computation", self, self._func, self._star_args, self._starstar_args)
def _make_list(*args):
if len(args) > 1:
return list(args)
elif len(args) == 1:
return args[0]
else:
return args
def _grab_everything_and_make_a_list(generator):
items = list(generator)
return DC(_make_list, *items)
def delayed(f):
@functools.wraps(f)
def g(*args, **kwargs):
if inspect.isgeneratorfunction(f):
def wrappping_function(*args, **kwargs):
return list(f(*args, **kwargs))
result = DC(wrappping_function, *args, **kwargs)
return DC(_grab_everything_and_make_a_list, result)
else:
result = DC(f, *args, **kwargs)
return result
return g
def _is_dc(c):
return hasattr(c, "_DC_MAGIC_svtjnmb3jIpT2OWeKJWbJWoWuB+Rf/R7oOcr33RIlV8Z")
def _dill_runner(func, args, kwargs):
func = dill.loads(func)
args = dill.loads(args)
kwargs = dill.loads(kwargs)
return dill.dumps(func(*args, **kwargs))
def submit_to_pool(loop, pool, func, *args, **kwargs) -> Future:
future = Future()
def set_result(result):
loop.call_soon_threadsafe(future.set_result, dill.loads(result))
def set_error(e):
loop.call_soon_threadsafe(future.set_exception, e)
pool.apply_async(_dill_runner, callback=set_result, error_callback=set_error, args=(dill.dumps(func), dill.dumps(args), dill.dumps(kwargs)))
return future
async def run_async(delayed_computation):
if not _is_dc(delayed_computation):
# print(delayed_computation, "is not a delayed computation, returning immediately", delayed_computation)
return delayed_computation
# print("running", delayed_computation, delayed_computation._func, delayed_computation._star_args, delayed_computation._starstar_args)
futures = []
for arg in delayed_computation._star_args:
if _is_dc(arg):
if arg._future is None:
arg._future = asyncio.create_task(run_async(arg))
futures.append(arg._future)
for arg in delayed_computation._starstar_args.values():
if _is_dc(arg):
if arg._future is None:
arg._future = asyncio.create_task(run_async(arg))
futures.append(arg._future)
if len(futures) > 0:
_ = await asyncio.wait(futures)
star_args = []
for arg in delayed_computation._star_args:
if _is_dc(arg):
star_args.append(arg._future.result())
else:
star_args.append(arg)
starstar_args = {}
for name, arg in delayed_computation._starstar_args:
if _is_dc(arg):
starstar_args[name] = arg._future.result()
else:
starstar_args[name] = arg
result = await submit_to_pool(_taskgraph_loop, _taskgraph_p, partial(delayed_computation._func, *star_args, **starstar_args))
delayed_computation._is_done = True
result = await run_async(result)
return result
def run(computation: DC, max_workers):
global _taskgraph_loop
global _taskgraph_p
_taskgraph_loop = asyncio.get_event_loop()
_taskgraph_p = Pool(max_workers)
def set_max_workers(max_workers: int):
global _taskgraph_p
_taskgraph_p.resize(max_workers)
return "{} {}".format("setting max workers to", max_workers)
def get_max_workers():
global _taskgraph_p
return str(_taskgraph_p._processes)
asyncio.run_coroutine_threadsafe(cli.cli_main(cli.cli_builder({set_max_workers, get_max_workers})), _taskgraph_loop)
result = _taskgraph_loop.run_until_complete(run_async(computation))
_taskgraph_p.close()
_taskgraph_p.join()
return result
|
{"/taskgraph.py": ["/cli.py"]}
|
9,893
|
rroohhh/python-taskgraph
|
refs/heads/master
|
/cli.py
|
import asyncio
import inspect
import time
class TelnetCli(asyncio.Protocol):
def __init__(self, line_handler):
self.handle_line = line_handler
def connection_made(self, transport):
self.buf = '';
self.transport = transport
def data_received(self, data):
data = data.decode()
self.buf += data
lines = self.buf.split('\n')
for line in lines[:-1]:
self.transport.write((self.handle_line(line) + "\n").encode('utf-8'))
self.buf = lines[-1]
def cli_builder(cmds):
cmds = { f.__name__ : f for f in cmds }
def handler(line):
cmd, *args = line.split(' ')
args = [arg.strip() for arg in args]
cmd = cmd.strip()
if cmd in cmds:
cmd_function = cmds[cmd]
params_with_parameters = inspect.signature(cmd_function).parameters
params = []
num_required = 0
num_max = 0
for param in params_with_parameters.values():
if param.name not in ["args", "kwargs"]:
num_max += 1
if param.default is inspect._empty:
num_required += 1
params.append((param.name, param.default, param.annotation))
if len(args) > num_max or len(args) < num_required:
help_text = ""
help_text += f"invalid arguments for command {cmd}, usage info:\n"
params_help = []
for name, default, annotation in params:
param_help = name
if annotation is not inspect._empty:
param_help += ": " + annotation.__name__
if default is not inspect._empty:
param_help += " = " + str(default)
params_help.append(param_help)
help_text += f"{cmd} " + ", ".join(params_help)
return help_text
else:
converted_args = []
for arg, (param_name, param_default, param_annotation) in zip(args, params):
if param_annotation is not inspect._empty:
arg = param_annotation(arg)
converted_args.append(arg)
return cmd_function(*converted_args)
else:
return f"unknown command {cmd}, available: {', '.join(cmds.keys())}"
return handler
async def cli_main(cli_handler):
loop = asyncio.get_running_loop()
cli_server = await loop.create_server(
lambda: TelnetCli(cli_handler),
'127.0.0.1', 8888)
cli_server_task = asyncio.create_task(cli_server.serve_forever())
await cli_server_task
|
{"/taskgraph.py": ["/cli.py"]}
|
9,921
|
nlddfn/Udacity_RL_P3_Collaboration-Competition
|
refs/heads/main
|
/utils.py
|
import random
from collections import deque, namedtuple
import numpy as np
import torch
class ReplayBuffer:
"""Fixed-size buffer to store experience tuples."""
def __init__(self, buffer_size, batch_size, seed, device):
"""Initialize a ReplayBuffer object.
Params
======
buffer_size (int): maximum size of buffer
batch_size (int): size of each training batch
seed (int): random seed
"""
self.memory = deque(maxlen=buffer_size)
self.batch_size = batch_size
self.experience = namedtuple(
"Experience",
field_names=["state", "action", "reward", "next_state", "done"],
)
self.seed = random.seed(seed)
self.device = device
def add(self, state, action, reward, next_state, done):
"""Add a new experience to memory."""
e = self.experience(state, action, reward, next_state, done)
self.memory.append(e)
def sample(self):
"""Randomly sample a batch of experiences from memory."""
experiences = random.sample(self.memory, k=self.batch_size)
states = (
torch.from_numpy(np.vstack([e.state for e in experiences if e is not None]))
.float()
.to(self.device)
)
actions = (
torch.from_numpy(
np.vstack([e.action for e in experiences if e is not None])
)
.float()
.to(self.device)
)
rewards = (
torch.from_numpy(
np.vstack([e.reward for e in experiences if e is not None])
)
.float()
.to(self.device)
)
next_states = (
torch.from_numpy(
np.vstack([e.next_state for e in experiences if e is not None])
)
.float()
.to(self.device)
)
dones = (
torch.from_numpy(
np.vstack([e.done for e in experiences if e is not None]).astype(
np.uint8
)
)
.float()
.to(self.device)
)
return (states, actions, rewards, next_states, dones)
def __len__(self):
"""Return the current size of internal memory."""
return len(self.memory)
# Prioritized Experience Replay: https://github.com/rlcode/per/blob/master/prioritized_memory.py
e = 0.0001
a = 0.6
beta = 0.4
beta_increment = 0.0001
class PEReplayBuffer: # stored as ( s, a, r, s_ ) in SumTree
def __init__(self,
buffer_size,
batch_size,
device,
alpha=a,
beta=beta,
beta_increment=beta_increment,
epsilon=e):
self.tree = SumTree(buffer_size)
self.buffer_size = buffer_size
self.batch_size = batch_size
self.device = device
self.alpha = alpha
self.beta = beta
self.beta_increment = beta_increment
self.epsilon = epsilon
# self.experience = namedtuple(
# 'Transition',
# field_names=['state', 'action', 'reward', 'next_state', 'mask', 'error', 'idx']
# )
def _get_priority(self, error):
return (np.abs(error) + self.epsilon) ** self.alpha
def add(self, error, sample):
p = self._get_priority(error)
if sample:
self.tree.add(p, sample)
def sample(self):
batch = []
idxs = []
segment = self.tree.total() / self.batch_size
priorities = []
self.beta = np.min([1., self.beta + self.beta_increment])
for i in range(self.batch_size):
a = segment * i
b = segment * (i + 1)
s = random.uniform(a, b)
(idx, p, data) = self.tree.get(s)
priorities.append(p)
batch.append(data)
idxs.append(idx)
sampling_probabilities = priorities / self.tree.total()
is_weight = np.power(self.tree.n_entries * sampling_probabilities, -self.beta)
is_weight /= is_weight.max()
states = (
torch.from_numpy(np.vstack([e[0] for e in batch if e is not None]))
.float()
.to(self.device)
)
actions = (
torch.from_numpy(
np.vstack([e[1] for e in batch if e is not None])
)
.float()
.to(self.device)
)
rewards = (
torch.from_numpy(
np.vstack([e[2] for e in batch if e is not None])
)
.float()
.to(self.device)
)
next_states = (
torch.from_numpy(
np.vstack([e[3] for e in batch if e is not None])
)
.float()
.to(self.device)
)
dones = (
torch.from_numpy(
np.vstack([e[4] for e in batch if e is not None]).astype(
np.uint8
)
)
.float()
.to(self.device)
)
return (states, actions, rewards, next_states, dones), idxs, is_weight
def update(self, idxs, errors):
for i, e in zip(idxs, errors):
p = self._get_priority(e)
self.tree.update(i, p)
class OrnsteinUhlenbeckProcess:
def __init__(self, size, seed, mu=0, std=0.2, theta=0.15, dt=1):
self.theta = theta
self.mu = mu * np.ones(size)
self.std = std
self.dt = dt
self.size = size
self.seed = random.seed(seed)
self.reset()
def sample(self):
dx = self.theta * (self.mu - self.x_prev) * self.dt + self.std * np.sqrt(
self.dt
) * np.random.standard_normal(self.size)
self.x_prev = self.x_prev + dx
return self.x_prev
def reset(self):
self.x_prev = self.mu * np.ones(self.size)
# SumTree: https://github.com/rlcode/per/blob/master/SumTree.py
# A binary tree data structure where the parent’s value is the sum of its children
class SumTree:
write = 0
def __init__(self, capacity):
self.capacity = capacity
self.tree = np.zeros(2 * capacity - 1)
self.data = np.zeros(capacity, dtype=object)
self.n_entries = 0
# update to the root node
def _propagate(self, idx, change):
parent = (idx - 1) // 2
self.tree[parent] += change
if parent != 0:
self._propagate(parent, change)
# find sample on leaf node
def _retrieve(self, idx, s):
left = 2 * idx + 1
right = left + 1
if left >= len(self.tree):
return idx
if s <= self.tree[left]:
return self._retrieve(left, s)
else:
return self._retrieve(right, s - self.tree[left])
def total(self):
return self.tree[0]
# store priority and sample
def add(self, p, data):
idx = self.write + self.capacity - 1
self.data[self.write] = data
self.update(idx, p)
self.write += 1
if self.write >= self.capacity:
self.write = 0
if self.n_entries < self.capacity:
self.n_entries += 1
# update priority
def update(self, idx, p):
change = p - self.tree[idx]
self.tree[idx] = p
self._propagate(idx, change)
# get priority and sample
def get(self, s):
idx = self._retrieve(0, s)
dataIdx = idx - self.capacity + 1
return (idx, self.tree[idx], self.data[dataIdx])
|
{"/main.py": ["/agent.py", "/train_eval.py"], "/agent.py": ["/model.py", "/utils.py"]}
|
9,922
|
nlddfn/Udacity_RL_P3_Collaboration-Competition
|
refs/heads/main
|
/main.py
|
import os
from datetime import datetime
import matplotlib.pyplot as plt
import numpy as np
import torch
from agent import Agent
from train_eval import evaluate_agent, train_agent
from unityagents import UnityEnvironment
TRAIN = False
# env_path = "/data/Tennis_Linux_NoVis/Tennis.x86_64"
local_path = os.path.dirname(os.path.abspath(__file__))
local_env_path = local_path + "/Tennis.app"
checkpoint_pth = local_path + "/scores/checkpoint_env_solved_{}_PER.pth"
# checkpoint_pth = local_path + "/checkpoint_{}.pth"
# Load Env
env = UnityEnvironment(file_name=local_env_path)
# get the default brain
brain_name = env.brain_names[0]
brain = env.brains[brain_name]
print(torch.device("cuda:0" if torch.cuda.is_available() else "cpu"))
# reset the environment
env_info = env.reset(train_mode=True)[brain_name]
# number of agents
num_agents = len(env_info.agents)
print("Number of agents:", num_agents)
# size of each action
action_size = brain.vector_action_space_size
print("Size of each action:", action_size)
# examine the state space
states = env_info.vector_observations
state_size = states.shape[1]
print(
"There are {} agents. Each observes a state with length: {}".format(
states.shape[0], state_size
)
)
print("The state for the first agent looks like:", states[0])
start_time = datetime.now()
# VARS
config = {
"buffer_size": int(1e6), # replay buffer size
"batch_size": 1024, # minibatch size
"replay_initial": 1024, # initial memory before updating the network
"gamma": 0.99, # discount factor
"lr_actor": 1e-4, # learning rate
"lr_critic": 1e-3, # learning rate of the critic
"update_every": 2, # how often to update the network
"tau": 1e-3, # soft update
"weight_decay": 0, # l2 weight decay
"net_body": (256, 128, 64), # hidden layers
"prioritized": True,
"per_alpha": 0.6,
"per_beta": 0.4,
"per_beta_increment": 0.0001,
"per_epsilon": 0.0001,
}
agent = Agent(
state_size=state_size,
action_size=action_size,
random_seed=0,
num_agents=num_agents,
**config
)
if TRAIN:
n_episodes = 2600
print(f"Train Agent for {n_episodes} episodes")
scores = train_agent(agent, env, n_episodes=n_episodes, min_score=.5, num_agents=num_agents)
time_elapsed = datetime.now() - start_time
print("\nTime elapsed (hh:mm:ss.ms) {}".format(time_elapsed))
# Plot the scores
fig = plt.figure()
ax = fig.add_subplot(111)
plt.plot(np.arange(len(scores)), scores)
plt.ylabel("Score")
plt.xlabel("Episode #")
plt.show()
# Evaluate agent (using solved agent)
print("Evaluate (solved) Agent")
evaluate_agent(
agent, env, num_agents=num_agents, checkpoint_pth=checkpoint_pth, num_episodes=10, min_score=.5
)
# Close env
env.close()
|
{"/main.py": ["/agent.py", "/train_eval.py"], "/agent.py": ["/model.py", "/utils.py"]}
|
9,923
|
nlddfn/Udacity_RL_P3_Collaboration-Competition
|
refs/heads/main
|
/train_eval.py
|
from collections import deque
import numpy as np
import torch
def train_agent(
agent,
env,
n_episodes=26000,
max_t=1000,
min_score=.5,
num_agents=2,
print_every=100,
):
"""DDPG-Learning.
Params
======
agent: An instance of Agent class
env: Unity environment
n_episodes (int): maximum number of training episodes
max_t (int): maximum number of timesteps per episode
"""
brain_name = env.brain_names[0]
score_list = []
scores_window = deque(maxlen=100)
for i_episode in range(1, n_episodes + 1):
env_info = env.reset(train_mode=True)[brain_name]
states = env_info.vector_observations
scores = np.zeros(num_agents)
agent.reset()
for t in range(max_t):
actions = agent.act(states)
env_info = env.step(actions)[brain_name]
next_states = env_info.vector_observations
rewards = env_info.rewards
dones = env_info.local_done
agent.step(states, actions, rewards, next_states, dones, t)
scores += rewards
states = next_states
if np.any(dones):
break
max_score = np.max(scores)
scores_window.append(max_score)
score_list.append(max_score)
print(
"\rEpisode {}\tAverage Score: {:.2f}".format(
i_episode, np.mean(scores_window)
),
end="",
)
if i_episode % print_every == 0:
print(
"\rEpisode {}\tAverage Score: {:.2f}".format(
i_episode, np.mean(scores_window)
)
)
torch.save(agent.actor_local.state_dict(), "checkpoint_actor.pth")
torch.save(agent.critic_local.state_dict(), "checkpoint_critic.pth")
if np.mean(scores_window) >= min_score:
print(
f"\nEnvironment solved in {i_episode:d} episodes!"
f"\tAverage Score: {np.mean(scores_window):.2f}"
)
torch.save(
agent.actor_local.state_dict(), "checkpoint_env_solved_actor.pth"
)
torch.save(
agent.critic_local.state_dict(), "checkpoint_env_solved_critic.pth"
)
break
return score_list
def execute_policy(env, agent, num_agents, step):
brain_name = env.brain_names[0]
env_info = env.reset(train_mode=False)[brain_name] # reset the environment
states = env_info.vector_observations # get the current state (for each agent)
scores = np.zeros(num_agents) # initialize the score (for each agent)
while True:
actions = agent.act(states) # select an action (for each agent)
env_info = env.step(actions)[brain_name] # send the action to the environment
next_states = env_info.vector_observations # get next state (for each agent)
rewards = env_info.rewards # get reward (for each agent)
dones = env_info.local_done # see if episode finished
scores += rewards # update the score (for each agent)
states = next_states # roll over states to next time step
if np.any(dones): # exit loop if episode finished
break
print(f"Total score (averaged over agents) for episode {step}: {np.max(scores)}")
return np.max(scores)
def evaluate_agent(
agent, env, num_agents, checkpoint_pth="{}", num_episodes=1000, min_score=30
):
if torch.cuda.is_available():
map_location = lambda storage, loc: storage.cuda()
else:
map_location = 'cpu'
score_lst = []
agent.actor_local.load_state_dict(
torch.load(
checkpoint_pth.format("actor"),
map_location=map_location
),
)
agent.critic_local.load_state_dict(
torch.load(
checkpoint_pth.format("critic"),
map_location=map_location
),
)
for i in range(num_episodes):
score_lst.append(execute_policy(env, agent, num_agents, i))
if np.mean(score_lst) < min_score:
print(f"Environment not solved: Expected score >= {min_score}, found {np.mean(score_lst)}")
else:
print(f"Validation complete: Expected score >= {min_score}, found {np.mean(score_lst)}")
|
{"/main.py": ["/agent.py", "/train_eval.py"], "/agent.py": ["/model.py", "/utils.py"]}
|
9,924
|
nlddfn/Udacity_RL_P3_Collaboration-Competition
|
refs/heads/main
|
/model.py
|
from collections import OrderedDict
import numpy as np
import torch
import torch.nn as nn
def hidden_init(layer):
fan_in = layer.weight.data.size()[0]
lim = 1.0 / np.sqrt(fan_in)
return (-lim, lim)
class Actor(nn.Module):
def __init__(self, obs_size, act_size, fc1_units=256, fc2_units=128, fc3_units=64):
super(Actor, self).__init__()
self.net = nn.Sequential(
OrderedDict(
[
("fc1", nn.Linear(obs_size, fc1_units)),
("relu1", nn.ReLU()),
("fc2", nn.Linear(fc1_units, fc2_units)),
("relu2", nn.ReLU()),
("fc3", nn.Linear(fc2_units, fc3_units)),
("relu3", nn.ReLU()),
("fc4", nn.Linear(fc3_units, act_size)),
("tanh", nn.Tanh()),
]
)
)
self.reset_parameters()
def forward(self, x):
return self.net(x)
def reset_parameters(self):
self.net.fc1.weight.data.uniform_(*hidden_init(self.net.fc1))
self.net.fc2.weight.data.uniform_(*hidden_init(self.net.fc2))
self.net.fc3.weight.data.uniform_(*hidden_init(self.net.fc3))
self.net.fc4.weight.data.uniform_(-3e-3, 3e-3)
class Critic(nn.Module):
def __init__(self, obs_size, act_size, fc1_units=256, fc2_units=128, fc3_units=64):
super(Critic, self).__init__()
self.obs_net = nn.Sequential(
OrderedDict(
[
("fcs1", nn.Linear(obs_size, fc1_units)),
("relu1", nn.ReLU()),
]
)
)
self.out_net = nn.Sequential(
OrderedDict(
[
("fc2", nn.Linear(fc1_units + act_size, fc2_units)),
("relu2", nn.ReLU()),
("fc3", nn.Linear(fc2_units, fc3_units)),
("relu3", nn.ReLU()),
("fc4", nn.Linear(fc3_units, 1)),
]
)
)
self.reset_parameters()
def forward(self, states, actions):
obs = self.obs_net(states)
return self.out_net(torch.cat([obs, actions], dim=1))
def reset_parameters(self):
self.obs_net.fcs1.weight.data.uniform_(*hidden_init(self.obs_net.fcs1))
self.out_net.fc2.weight.data.uniform_(*hidden_init(self.out_net.fc2))
self.out_net.fc3.weight.data.uniform_(*hidden_init(self.out_net.fc3))
self.out_net.fc4.weight.data.uniform_(-3e-3, 3e-3)
|
{"/main.py": ["/agent.py", "/train_eval.py"], "/agent.py": ["/model.py", "/utils.py"]}
|
9,925
|
nlddfn/Udacity_RL_P3_Collaboration-Competition
|
refs/heads/main
|
/agent.py
|
import random
import numpy as np
import torch
import torch.nn.functional as F
import torch.optim as optim
from model import Actor, Critic
from utils import OrnsteinUhlenbeckProcess, PEReplayBuffer, ReplayBuffer
BUFFER_SIZE = int(1e6) # replay buffer size
BATCH_SIZE = 1024 # minibatch size
REPLAY_INITIAL = BATCH_SIZE # initial memory before updatting the network
GAMMA = 0.99 # discount factor
LR_ACTOR = 1e-4 # learning rate
LR_CRITIC = 1e-3 # learning rate of the critic
UPDATE_EVERY = 4 # how often to update the network
TAU = 1e-3 # soft update
WEIGHT_DECAY = 0 # L2 weight decay
NET_BODY = (256, 128) # hidden layers
PRIORITIZED = False
PER_ALPHA = 0
PER_BETA = 0
PER_BETA_INCREMENT = 1e-4
PER_EPSILON = 1e-4
device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
class Agent:
"""Interacts with and learns from the environment."""
def __init__(
self,
state_size,
action_size,
random_seed,
num_agents,
net_body=NET_BODY,
gamma=GAMMA,
buffer_size=BUFFER_SIZE,
batch_size=BATCH_SIZE,
replay_initial=REPLAY_INITIAL,
update_every=UPDATE_EVERY,
lr_actor=LR_ACTOR,
lr_critic=LR_CRITIC,
weight_decay=WEIGHT_DECAY,
tau=TAU,
prioritized=PRIORITIZED,
per_alpha=PER_ALPHA,
per_beta=PER_BETA,
per_beta_increment=PER_BETA_INCREMENT,
per_epsilon=PER_EPSILON,
):
"""Initialize an Agent object.
Params
======
state_size (int): dimension of each state
action_size (int): dimension of each action
random_seed (int): random seed
"""
self.state_size = state_size
self.action_size = action_size
self.seed = random.seed(random_seed)
self.gamma = gamma
self.batch_size = batch_size
self.replay_initial = replay_initial
self.update_every = update_every
self.tau = tau
self.device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
self.prioritized = prioritized
fc1_units, fc2_units, fc3_units = net_body
# Actor Network (w/ Target Network)
self.actor_local = Actor(
state_size, action_size, fc1_units, fc2_units, fc3_units
).to(self.device)
self.actor_target = Actor(
state_size, action_size, fc1_units, fc2_units, fc3_units
).to(self.device)
self.actor_optimizer = optim.Adam(self.actor_local.parameters(), lr=LR_ACTOR)
# Critic Network (w/ Target Network)
self.critic_local = Critic(
state_size, action_size, fc1_units, fc2_units, fc3_units
).to(self.device)
self.critic_target = Critic(
state_size, action_size, fc1_units, fc2_units, fc3_units
).to(self.device)
self.critic_optimizer = optim.Adam(
self.critic_local.parameters(), lr=LR_CRITIC, weight_decay=WEIGHT_DECAY
)
# Noise process
self.noise = OrnsteinUhlenbeckProcess((num_agents, action_size), random_seed)
# Replay memory
if self.prioritized:
self.memory = PEReplayBuffer(
buffer_size=buffer_size,
batch_size=batch_size,
device=self.device,
alpha=per_alpha,
beta=per_beta,
beta_increment=per_beta_increment,
epsilon=per_epsilon
)
else:
self.memory = ReplayBuffer(
buffer_size=buffer_size,
batch_size=batch_size,
device=self.device,
seed=0,
)
def step(self, states, actions, rewards, next_states, dones, step):
"""Save experience in replay memory, and use random sample from buffer to learn."""
# Save experience / reward
for state, action, reward, next_state, done in zip(
states, actions, rewards, next_states, dones
):
if self.prioritized:
# self.append_sample(state, action, reward, next_state, done)
self.memory.add(1, (state, action, reward, next_state, done))
else:
self.memory.add(state, action, reward, next_state, done)
# Learn every UPDATE_EVERY time steps after reaching the minimal sample size.
if (self.memory.tree.n_entries > self.replay_initial) and (step % self.update_every == 0):
experiences = self.memory.sample()
self.update(experiences, self.gamma)
def append_sample(self, state, action, reward, next_state, done):
"""Save sample (error,<s,a,r,s'>) to the replay memory"""
# Set network to eval mode
self.actor_target.eval()
self.critic_target.eval()
self.critic_local.eval()
state = torch.from_numpy(state).float().to(self.device)
next_state = torch.from_numpy(next_state).float().to(self.device)
action = torch.from_numpy(action).float().to(self.device)
with torch.no_grad():
# Get predicted Q values (for next state) from target model
next_action = self.actor_target.forward(next_state)
Q_targets_next = self.critic_target.forward(next_state, next_action)
Q_targets = reward + (self.gamma * Q_targets_next * (1 - done))
# Get expected Q values from critic model
Q_expected = self.critic_local.forward(state, action)
error = (Q_targets - Q_expected).pow(2).data.cpu().numpy()
# Set network to train mode
self.actor_target.train()
self.critic_target.train()
self.critic_local.train()
self.memory.add(error, (state, action, reward, next_state, done))
def act(self, state, add_noise=True):
"""Returns actions for given state as per current policy."""
state = torch.from_numpy(state).float().to(device)
self.actor_local.eval()
with torch.no_grad():
action = self.actor_local(state).cpu().data.numpy()
self.actor_local.train()
if add_noise:
action += self.noise.sample()
return np.clip(action, -1, 1)
def reset(self):
self.noise.reset()
def update(self, experiences, gamma):
"""Update policy and value parameters using given batch of experience tuples.
Q_targets = r + γ * critic_target(next_state, actor_target(next_state))
where:
actor_target(state) -> action
critic_target(state, action) -> Q-value
Params
======
experiences (Tuple[torch.Tensor]): tuple of (s, a, r, s', done) tuples
gamma (float): discount factor
"""
(states, actions, rewards, next_states, dones), idxs, is_weight = experiences
# Update Critic
# Get expected Q values from critic model
Q_expected = self.critic_local.forward(states, actions)
# Get predicted Q values (for next states) from target model
next_actions = self.actor_target.forward(next_states)
next_Q = self.critic_target.forward(next_states, next_actions)
Q_target = rewards + (self.gamma * next_Q * (1 - dones))
if self.prioritized:
# Update priorities in ReplayBuffer
loss = (Q_expected - Q_target).pow(2).data.cpu().numpy()
self.memory.update(idxs, loss.reshape(is_weight.shape) * is_weight)
# Compute critic loss
critic_loss = F.mse_loss(Q_expected, Q_target)
self.critic_optimizer.zero_grad()
critic_loss.backward()
torch.nn.utils.clip_grad_norm_(self.critic_local.parameters(), 1)
self.critic_optimizer.step()
# Update Actor
# Get expected actions from actor model
actions_pred = self.actor_local(states)
actor_loss = -self.critic_local(states, actions_pred).mean()
self.actor_optimizer.zero_grad()
actor_loss.backward()
self.actor_optimizer.step()
# Update target networks
self.update_target(self.critic_local, self.critic_target, self.tau)
self.update_target(self.actor_local, self.actor_target, self.tau)
def update_target(self, local_model, target_model, tau):
"""Soft update model parameters.
θ_target = τ*θ_local + (1 - τ)*θ_target
Params
======
local_model: PyTorch model (weights will be copied from)
target_model: PyTorch model (weights will be copied to)
tau (float): interpolation parameter
"""
for target_param, local_param in zip(target_model.parameters(), local_model.parameters()):
target_param.data.copy_(tau * local_param.data + (1.0 - tau) * target_param.data)
|
{"/main.py": ["/agent.py", "/train_eval.py"], "/agent.py": ["/model.py", "/utils.py"]}
|
10,056
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/forms.py
|
from django.forms import ModelForm
from django.contrib.auth.models import User
from .models import Products,CartDetails
from django import forms
class UserData(ModelForm):
class Meta:
model = User
fields = '__all__'
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,057
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/accounts/views.py
|
from django.shortcuts import render, redirect
from django.contrib import messages
from django.contrib.auth.models import User, auth
from main.models import *
# Create your views here.
def login(request):
if request.method == 'POST':
email = request.POST['email']
password = request.POST['password']
user = auth.authenticate(request, username=email, password=password)
if user is not None:
auth.login(request, user)
return redirect('/')
else:
messages.info(request, 'invalid details')
return redirect('login')
else:
return render(request, "login.html")
def register(request):
if request.method == 'POST':
username = request.POST.get('email', False)
email = request.POST['email']
name = request.POST['name']
number = request.POST['number']
gender = request.POST['gender']
print(gender)
password1 = request.POST['pass']
repassword = request.POST['repass']
if password1 == repassword:
if User.objects.filter(username=email).exists():
messages.info(request, 'this email already registered')
return redirect('register')
else:
user_ = User.objects.create_user(username=email, password=password1)
customer=Customer.objects.create(user=user_,name=name,email=email,number=number,gender=gender,)
customer.save()
user_.save()
print('user created')
return redirect('/')
else:
messages.info(request, 'password not match')
return redirect('register')
return redirect('/')
else:
return render(request, "register.html")
def logout(request):
auth.logout(request)
return redirect('/')
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,058
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/admin.py
|
from django.contrib import admin
from .models import *
# Register your models here.
admin.site.register(Products)
admin.site.register(CartDetails)
admin.site.register(Customer)
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,059
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/views.py
|
from django.shortcuts import render
from .models import Products,CartDetails,Customer
from django.contrib.auth.models import User
from django.http import HttpResponse, JsonResponse
from .forms import UserData
import uuid,random
import datetime
from time import strftime
# Create your views here.
def index(request):
login_user = request.user
products=Products.objects.all()
# custId = Customer.objects.get(user_id=login_user)
# item_count = CartDetails.objects.filter(id_customer=custId).count()
if 'add_item' in request.POST:
prod_id = request.POST['getitemId']
db_products = Products.objects.get(id=prod_id)
added_time = strftime("%Y-%m-%d %H:%M:%S")
# save_to_cart = CartDetails(id_product=db_products,date_cart=added_time,id_customer=custId).save()
return render(request,'home.html',{'products':products})
def productdetails(request,slug):
sl=Products.objects.get(slug=slug)
return render(request,'product-details.html',{'sl':sl})
def order_details(request):
custId = Customer.objects.get(user_id=request.user)
cart_db = CartDetails.objects.filter(id_customer=custId)
print(cart_db)
return render(request,'order_details.html',{'cart_db':cart_db})
def checkout(request):
return render(request,'checkout.html')
def collection(request):
return render(request,'collection.html')
def userprofile(request):
user_ = str(request.user.username)
form_ = UserData() #instance to be added here
print(user_)
return render(request,'userprofile.html',{'form_':form_})
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,060
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/migrations/0001_initial.py
|
# Generated by Django 3.0.5 on 2020-12-30 18:33
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
]
operations = [
migrations.CreateModel(
name='Products',
fields=[
('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('name', models.CharField(max_length=100)),
('img', models.ImageField(upload_to='static/images')),
('price', models.FloatField()),
('delprice', models.FloatField()),
('category', models.CharField(max_length=100, null=True)),
('brand', models.CharField(max_length=100, null=True)),
('color', models.CharField(max_length=100, null=True)),
],
),
]
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,061
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/urls.py
|
from django.urls import path,include
from . import views
urlpatterns = [
path('',views.index,name='index'),
path('collection/',views.collection,name='collection'),
path('product-details/<str:slug>/',views.productdetails,name='product-details'),
path('order_details/',views.order_details, name="order_details"),
path('checkout/',views.checkout,name='checkout'),
path('userprofile/',views.userprofile,name='userprofile'),
]
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,062
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/models.py
|
from django.db import models
from django.conf import settings
from django.utils.text import slugify
from django.contrib.auth.models import User
# Create your models here.
class Customer(models.Model):
user = models.OneToOneField(
User, on_delete=models.CASCADE, null=True, blank=True)
name = models.CharField(max_length=200, null=True)
email = models.CharField(max_length=50, null=True)
gender = models.CharField(max_length=50, null=True)
number = models.CharField(max_length=50, null=True)
class Products(models.Model):
name = models.CharField(max_length=100,null=True, blank=True)
img = models.ImageField(upload_to='static/images')
price = models.FloatField()
delprice= models.FloatField()
category=models.CharField(max_length=100,null=True, blank=True)
brand=models.CharField(max_length=100,null=True, blank=True)
color=models.CharField(max_length=100,null=True, blank=True)
slug=models.SlugField(max_length=200,unique=True,null=True, blank=True)
def __str__(self):
return self.name
class CartDetails(models.Model):
id_cart = models.AutoField(primary_key=True)
id_product = models.ForeignKey(Products,on_delete=models.CASCADE, null=True, blank=True)
id_customer = models.ForeignKey(Customer,on_delete=models.CASCADE, null=True, blank=True)
date_cart = models.DateTimeField(auto_now=True, null=True, blank=True)
def int(self):
return self.id_cart
class OrderDetails(models.Model):
id_order = models.AutoField(primary_key=True)
product_id = models.ForeignKey(Products,on_delete=models.CASCADE)
customer_id = models.ForeignKey(settings.AUTH_USER_MODEL,on_delete=models.CASCADE)
cart_id = models.ForeignKey(CartDetails,on_delete=models.CASCADE)
total_items = models.CharField(max_length=120,null=True, blank=True)
total_price = models.CharField(max_length=60,null=True, blank=True)
date_ordered = models.DateTimeField(auto_now=True)
class ShippingDetails(models.Model):
id_shipping = models.AutoField(primary_key=True)
id_order_id = models.ForeignKey(OrderDetails,on_delete=models.CASCADE)
phone_no = models.IntegerField(null=True, blank=True)
door_no = models.CharField(max_length=120,null=True, blank=True)
address = models.CharField(max_length=220,null=True, blank=True)
city = models.CharField(max_length=220,null=True, blank=True)
pincode = models.CharField(max_length=120,null=True, blank=True)
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,063
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/migrations/0005_auto_20210113_2133.py
|
# Generated by Django 3.1.5 on 2021-01-13 16:03
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('main', '0004_auto_20210103_1637'),
]
operations = [
migrations.AlterField(
model_name='cartdetails',
name='id_cart',
field=models.AutoField(primary_key=True, serialize=False),
),
migrations.AlterField(
model_name='orderdetails',
name='id_order',
field=models.AutoField(primary_key=True, serialize=False),
),
migrations.AlterField(
model_name='shippingdetails',
name='id_shipping',
field=models.AutoField(primary_key=True, serialize=False),
),
migrations.AlterField(
model_name='shippingdetails',
name='phone_no',
field=models.IntegerField(blank=True, null=True),
),
]
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,064
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/migrations/0003_auto_20210103_1607.py
|
# Generated by Django 3.1.4 on 2021-01-03 10:37
from django.conf import settings
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
('main', '0002_products_slug'),
]
operations = [
migrations.CreateModel(
name='CartDetails',
fields=[
('id_cart', models.IntegerField(primary_key=True, serialize=False)),
('date_cart', models.DateTimeField(auto_now=True)),
('customer_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
],
),
migrations.CreateModel(
name='OrderDetails',
fields=[
('id_order', models.IntegerField(primary_key=True, serialize=False)),
('total_items', models.CharField(blank=True, max_length=120, null=True)),
('total_price', models.CharField(blank=True, max_length=60, null=True)),
('date_ordered', models.DateTimeField(auto_now=True)),
('cart_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='main.cartdetails')),
('customer_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
],
),
migrations.AlterField(
model_name='products',
name='brand',
field=models.CharField(blank=True, max_length=100, null=True),
),
migrations.AlterField(
model_name='products',
name='category',
field=models.CharField(blank=True, max_length=100, null=True),
),
migrations.AlterField(
model_name='products',
name='color',
field=models.CharField(blank=True, max_length=100, null=True),
),
migrations.AlterField(
model_name='products',
name='name',
field=models.CharField(blank=True, max_length=100, null=True),
),
migrations.AlterField(
model_name='products',
name='slug',
field=models.SlugField(blank=True, max_length=200, null=True, unique=True),
),
migrations.CreateModel(
name='ShippingDetails',
fields=[
('id_shipping', models.IntegerField(primary_key=True, serialize=False)),
('phone_no', models.IntegerField(blank=True, max_length=120, null=True)),
('door_no', models.CharField(blank=True, max_length=120, null=True)),
('address', models.CharField(blank=True, max_length=220, null=True)),
('city', models.CharField(blank=True, max_length=220, null=True)),
('pincode', models.CharField(blank=True, max_length=120, null=True)),
('id_order_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='main.orderdetails')),
],
),
migrations.AddField(
model_name='orderdetails',
name='product_id',
field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='main.products'),
),
migrations.AddField(
model_name='cartdetails',
name='product_id',
field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='main.products'),
),
]
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,065
|
furkhan26/Ecommer-website--django
|
refs/heads/master
|
/main/migrations/0004_auto_20210103_1637.py
|
# Generated by Django 3.1.4 on 2021-01-03 11:07
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
('main', '0003_auto_20210103_1607'),
]
operations = [
migrations.RenameField(
model_name='cartdetails',
old_name='customer_id',
new_name='id_customer',
),
migrations.RenameField(
model_name='cartdetails',
old_name='product_id',
new_name='id_product',
),
]
|
{"/main/forms.py": ["/main/models.py"], "/accounts/views.py": ["/main/models.py"], "/main/admin.py": ["/main/models.py"], "/main/views.py": ["/main/models.py", "/main/forms.py"]}
|
10,068
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task09.py
|
from lib.task import Task, Task09
from lib.solver.base import BaseSolver
from lib.util.speller import Speller
from lib.util.stress import Stress
from typing import List, Dict, Any, Optional
class Task09Solver(BaseSolver):
VERIFABLE = [
'анал..гичн',
'аргум..нтиров',
'архит..ктурн',
'б..евик',
'б..жа',
'б..зирова',
'б..режок',
'б..снописец',
'благосл..вен',
'в..рона',
'возвр..ща',
'вопл..ти',
'впеч..тлен',
'вы..влен',
'вык..си',
'выст..вка',
'выт..чи',
'г..ниал',
'г..рделив',
'г..рева',
'г..рист',
'д..ревья',
'д..ревянн',
'д..ржа',
'д..рование',
'дек..ративн',
'др..жа',
'зад..ржа',
'зак..снел',
'зал..чи',
'зам..ря',
'зам..ча',
'зан..сённ',
'зап..вал',
'запр..си',
'зас..ва',
'зас..дание',
'зат..ва',
'зат..ну',
'затв..рдел',
'землетр..сение',
'изм..рительн',
'изм..ря',
'иск..са',
'к..робочка',
'к..сички',
'к..смонавт',
'к..сые',
'кол..бание',
'л..гичн',
'л..нейка',
'л..тательн',
'м..крица',
'м..лодой',
'м..скарад',
'м..скулатура',
'м..тинго',
'м..тингу',
'многозн..чительн',
'монт..жёр',
'мот..вирова',
'н..зина',
'наперег..нки',
'напр..вление',
'насм..ха',
'непозв..лительн',
'неприм..рим',
'об..рега',
'обн..жи',
'обог..щен',
'обр..млен',
'ог..рч',
'од..ва',
'од..ча',
'одр..хл',
'оз..ленен',
'оз..мь',
'озл..блен',
'ол..нина',
'оп..зда',
'оп..лчение',
'орх..дея',
'осв..титель',
'осл..плённ',
'отв..ри',
'отпл..ти',
'отр..вление',
'оч..рован',
'п..стух',
'пер..одическ',
'передв..жение',
'перекл..ка',
'перефр..зирова',
'пл..вление',
'пл..нительн',
'пл..чист',
'поб..ли',
'погл..щ',
'под..конник',
'подб..родок',
'подт..ну',
'позн..вательн',
'пок..ра',
'пок..ри',
'пок..сивш',
'пок..ти',
'пок..яние',
'пол..мичн',
'пол..ска',
'получ..сов',
'посв..ти',
'пот..рял',
'пот..рять',
'поч..ни',
'пр..лестн',
'предназн..чение',
'предск..зание',
'предст..вление',
'препод..ва',
'приб..ре',
'приг..рюни',
'приз..мли',
'прик..рми',
'прим..рение',
'прим..ря',
'прим..чат',
'прис..га',
'прис..гн',
'прит..жение',
'притв..рить',
'прогн..зирова',
'прогр..ммирова',
'прогр..ссивн',
'продв..га',
'прож..ва',
'прон..ка',
'просв..ща',
'р..брист',
'р..скошн',
'р..торика',
'р..торическ',
'разв..ва',
'разв..твл',
'развл..к',
'развл..чение',
'разг..да',
'разд..ли',
'разм..сти',
'разр..ди',
'раск..ли',
'раск..ло',
'раск..рми',
'раскр..и',
'рассвир..певш',
'раст..ну',
'рекл..мирова',
'рец..нзент',
'с..делка',
'с..мволика',
'сб..жавш',
'сб..рега',
'сбл..жение',
'св..сток',
'ск..птическ',
'скр..пач',
'см..рил',
'сод..ржимое',
'сож..ле',
'созд..ва',
'сост..за',
'сп..собн',
'ст..лиз',
'ст..лист',
'ст..лов',
'ст..мулир',
'ст..рожил',
'стр..жайш',
'сувер..нитет',
'т..жёл',
'т..инствен',
'т..ргов',
'т..рпе',
'тв..рож',
'тр..сти',
'треп..та',
'ув..дающ',
'ув..жение',
'увл..кательн',
'уг..са',
'уд..в',
'ук..ря',
'укр..ш',
'укр..щ',
'ум..ля',
'упл..тн',
'упр..вля',
'упр..сти',
'упр..щение',
'ур..ни',
'усм..ря',
'ут..пическ',
'ут..шение',
'ф..рмат',
'х..лодильник',
'х..мическ',
'хр..брец',
'цв..ток',
'ч..рти',
'ч..ртёж',
'ч..столюбие',
'ш..повник',
'шт..мпова',
'щ..бета',
'энциклоп..дич',
]
UNVERIFABLE = [
'..рнамент',
'авиак..мпания',
'алг..ритм',
'ап..лляция',
'апп..рат',
'ар..стократ',
'б..дон',
'б..лагур',
'б..рабан',
'б..рюз',
'б..тон',
'б..чёвка',
'бюлл..тень',
'в..негрет',
'в..нтилятор',
'в..ртуоз',
'в..траж',
'в..трина',
'в..трушка',
'велос..пед',
'вест..бюль',
'вет..ринар',
'г..мназия',
'г..потеза',
'г..ризонт',
'г..строном',
'д..агональ',
'д..ван',
'д..лег',
'д..летант',
'д..ректива',
'д..риж',
'д..скусс',
'д..сциплина',
'декл..р',
'дел..катес',
'дерм..тин',
'десп..т',
'деф..цит',
'доск..нальн',
'ижд..вен',
'импр..виз',
'инж..нер',
'исп..щрённ',
'к..бинет',
'к..бура',
'к..валерия',
'к..вар',
'к..вычки',
'к..лач',
'к..леба',
'к..мпан',
'к..мпонент',
'к..мфорт',
'к..ндидат',
'к..питан',
'к..рзина',
'к..русель',
'к..сатка',
'к..стюм',
'к..таклизм',
'кульм..нац',
'л..зур',
'л..ле',
'м..даль',
'м..карон',
'м..кет',
'м..кулатура',
'м..лин',
'м..рков',
'н..стальги',
'н..тюрморт',
'нав..ждение',
'об..няние',
'об..яние',
'об..ятельн',
'од..колон',
'оз..рни',
'ок..лдова',
'опп..нент',
'ор..гинал',
'ор..ентир',
'ор..ол',
'орх..дея',
'п..анино',
'п..анист',
'п..вильон',
'п..лисад',
'п..рила',
'п..ролон',
'п..триот',
'пан..рама',
'пар..докс',
'пост..мент',
'пр..вет',
'пр..зидент',
'прец..дент',
'предв..рительн',
'преп..рат',
'при..ритет',
'прив..лег',
'прид..рожн',
'проз..рлив',
'проп..ганда',
'прост..ра',
'р..гулиров',
'р..зультат',
'реж..ссёр',
'с..крет',
'с..луэт',
'с..рен',
'с..рказм',
'с..яние',
'сп..раль',
'ст..ллаж',
'ст..пендия',
'сув..ренитет',
'сув..ренн',
'т..бурет',
'т..вар',
'т..лант',
'т..ор',
'т..ран',
'т..реби',
'т..рпеда',
'т..тальн',
'таб..рет',
'темп..рамент',
'тр..дици',
'трансп..рант',
'ун..верситет',
'ур..ган',
'ф..культет',
'фил..рмония',
'фл..мастер',
'хам..леон',
'ц..клоп',
'ц..ремони',
'ч..шу',
'ш..блон',
'ш..девр',
'ш..роховат',
'ш..ссе',
'шимп..нзе',
'эксп..римент',
'экспер..мент',
'эл..ментарн',
'эп..зод',
'эп..демия',
'ярм..р',
]
def __init__(self, speller: Optional[Speller] = None, stress: Optional[Stress] = None):
if speller is None:
speller = Speller()
self.speller: Speller = speller
if stress is None:
stress = Stress()
self.stress: Stress = stress
def get_task_type(self) -> str:
return Task.TYPE_09
def solve(self, task: Task09) -> Any:
if task.rule == Task09.RULE_CG:
answer = []
for i, line in enumerate(task.lines):
if self.is_alternate_line(line):
answer.append(str(i+1))
return answer
if task.rule == Task09.RULE_PG:
answer = []
for i, line in enumerate(task.lines):
if self.is_verifable_line(line):
answer.append(str(i+1))
return answer
if task.rule == Task09.RULE_NG:
answer = []
for i, line in enumerate(task.lines):
if self.is_unverifable_line(line):
answer.append(str(i+1))
return answer
return []
def is_unverifable_line(self, line):
for word in line:
if self.is_unverifiable(word):
continue
if self.is_alternate(word):
return False
if self.is_verifiable(word):
return False
if self.is_stress(word):
return False
return True
def is_verifable_line(self, line):
for word in line:
if self.is_verifiable(word):
continue
if self.is_alternate(word):
return False
if self.is_unverifiable(word):
return False
if self.is_stress(word):
return False
return True
def is_alternate_line(self, line):
for word in line:
if not self.is_alternate(word):
return False
if self.is_unverifiable(word):
return False
if self.is_verifiable(word):
return False
return True
def is_verifiable(self, word: str):
for start in self.VERIFABLE:
if word.startswith(start):
return True
return False
def is_unverifiable(self, word):
for start in self.UNVERIFABLE:
if word.startswith(start):
return True
for char in 'аоеи':
word_with_char = word.replace('..', char)
if self.speller.in_dict_words(word_with_char):
return True
return False
def is_stress(self, word, chars='аоеи'):
for char in chars:
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
char_pos = word.find('..')
stress_pos = self.stress.from_vocab(word_with_char)
if stress_pos is None:
stress_pos = self.stress.from_model(word_with_char)
return stress_pos[0] == char_pos
return False
def is_alternate(self, word):
if word in {
'р..сток', 'р..стовщик', 'выр..стковый', 'р..стов', 'р..стислав', 'отр..сль', 'ск..чок', 'соч..тание',
'ск..чу', 'утв..рь', 'з..ревать', 'пл..вец', 'пл..вчиха', 'пл..вцы', 'выг..рки', 'приг..рь', 'отр..слевой',
'р..весник', 'ур..вень', 'сл..жа', 'прокл..ная'
}:
return True
rules = {
'р..с': 'о',
'р..щ': 'а',
'р..ст': 'а',
'ск..к': 'а',
}
for part, char in rules.items():
if part in word:
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
return not self.is_stress(word, chars=char)
if 'ск..ч' in word:
for char in ['о', 'а']:
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
return not self.is_stress(word, chars=char)
rules = {
'г..р': ('о', ('а',)),
'з..р': ('а', ('а', 'о')),
'кл..н': ('о', ('а', 'о')),
'тв..р': ('о', ('а', 'о')),
'пл..в': ('а', ('а', 'о')),
}
for part, chars in rules.items():
if part in word:
word_with_char = word.replace('..', chars[0])
if self.speller.is_known(word_with_char):
return not self.is_stress(word, chars=chars[0])
rules = {
'б..р', 'бл..ст', 'д..р', 'ж..г', 'м..р', 'п..р', 'ст..л', 'т..р', 'ч..т',
'ч..н', 'м..н', 'ж..м', 'н..м', 'кл..н'
}
for part in rules:
if part in word:
after = word.split(part)[1]
if len(after) > 0 and after[0] == 'а':
char = 'и'
else:
char = 'е'
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
return not self.is_stress(word, chars=char)
rules = {'к..с', 'л..г', 'л..ж'}
for part in rules:
if part in word:
after = word.split(part)[1]
if len(after) > 0 and after[0] == 'а':
char = 'а'
else:
char = 'о'
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
return not self.is_stress(word, chars=char)
if 'м..к' in word or 'м..ч':
known = False
for char in ['а', 'о']:
word_with_char = word.replace('..', char)
if self.speller.is_known(word_with_char):
known = True
break
if known:
if 'м..кн' in word:
return True
if 'м..кае' in word or 'м..кат' in word:
return True
if 'м..чи' in word:
return True
if 'р..вн' in word:
return True
return False
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,069
|
tyz910/aij-2019
|
refs/heads/master
|
/dev/validate_submission.py
|
import sys
sys.path.append('.')
import json
from lib.ololosh import OloloshAI
from lib.task import create_tasks
from lib.sberbank.utils import rus_tok
ai = OloloshAI()
scores = []
for i in range(10):
with open(f'var/data/check/test_0{i}.json') as fin:
exam = json.load(fin)
tasks = create_tasks(exam['tasks'])
answers = ai.solve(tasks)
score = 0
max_score = 0
for task in tasks:
answer = answers[task.id]
score += task.get_score(answer)
max_score += task.score
print(f'Score: {score} / {max_score}')
scores.append(score)
total_score = sum(scores) / len(scores)
print(f'Total score: {total_score}')
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,070
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task02.py
|
import re
from lib.task.base import Task, TextTask
from typing import Dict, List, Optional
class Task02(TextTask):
WORD_TYPES = {
'союзное слово': 0,
'подчинительный союз': 1,
'сочинительный союз': 2,
'местоимение': 3,
'частицу': 4,
'наречие': 5,
'unknown': 6,
}
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_02
self.candidates = []
match = re.search(r'Какое из приведённых [^?]+\?([^(]+)\(', self.text)
if match is not None:
line = match.group(1).replace('Выпишите это слово', '').strip()
line = re.sub(r'[^-А-Яа-яЁё ]', '', line)
self.candidates = re.findall(r'[А-ЯЁ][-а-яё ]+', line)
self.word_type: str = self.__get_word_type(self.text)
self.missed_text: str = ''
lines = self.get_numbered_lines()
missed_idx = -1
for i, line in enumerate(lines):
if '<...>' in line:
missed_idx = i
lines[i] = line.replace('<...>', '[MASK]')
break
if '<…>' in line:
missed_idx = i
lines[i] = line.replace('<…>', '[MASK]')
break
if missed_idx == -1:
for i, line in enumerate(lines):
if '...' in line and not line.endswith('...'):
missed_idx = i
lines[i] = line.replace('...', '[MASK]')
break
if '…' in line and not line.endswith('…'):
missed_idx = i
lines[i] = line.replace('…', '[MASK]')
break
if missed_idx != -1:
if missed_idx > 0:
self.missed_text = ' '.join(['[CLS]', lines[missed_idx - 1], '[SEP]', lines[missed_idx], '[SEP]'])
else:
self.missed_text = ' '.join(['[CLS]', lines[missed_idx], '[SEP]'])
@staticmethod
def __get_word_type(text: str) -> str:
if 'союзное слово' in text or 'относительное местоимение' in text:
return 'союзное слово'
if 'подчинительный' in text and 'союз' in text:
return 'подчинительный союз'
if 'сочинительный' in text and 'союз' in text:
return 'сочинительный союз'
if 'местоимение' in text:
return 'местоимение'
if 'частицу' in text:
return 'частицу'
if 'наречие' in text:
return 'наречие'
return 'unknown'
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,071
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver5.py
|
from ufal.udpipe import Model, Pipeline
from difflib import get_close_matches
from string import punctuation
import pickle
import pymorphy2
import re
import random
from lib.sberbank.utils import sber_path, sber_encode, sber_decode
class Solver(object):
def __init__(self, seed=42):
self.morph = pymorphy2.MorphAnalyzer()
self.model = Model.load(sber_encode(sber_path('/var/sberbank/udpipe_syntagrus.model')))
self.process_pipeline = Pipeline(self.model, sber_encode('tokenize'), Pipeline.DEFAULT, Pipeline.DEFAULT, sber_encode('conllu'))
self.seed = seed
self.init_seed()
self.paronyms = self.get_paronyms()
self.freq_bigrams = self.open_freq_grams()
def init_seed(self):
return random.seed(self.seed)
def open_freq_grams(selfself):
with open(sber_path('/var/sberbank/bigrams_lemmas.pickle'), 'rb') as inputfile:
counts = pickle.load(inputfile)
return counts
def get_paronyms(self):
paronyms = []
with open(sber_path('/var/sberbank/paronyms.csv'), 'r', encoding='utf-8') as in_file:
for line in in_file.readlines():
pair = line.strip(punctuation).split('\t')
paronyms.append(pair)
return paronyms
def lemmatize(self, token):
token_all = self.morph.parse(token.lower().rstrip('.,/;!:?'))[0]
lemma = token_all.normal_form
return lemma
def find_closest_paronym(self, par):
paronyms = set()
for par1, par2 in self.paronyms:
paronyms.add(par1)
paronyms.add(par2)
try:
closest = get_close_matches(par, list(paronyms))[0]
except IndexError:
closest = None
return closest
def check_pair(self, token_norm):
paronym = None
for p1, p2 in self.paronyms:
if token_norm == p1:
paronym = p2
break
if token_norm == p2:
paronym = p1
break
return paronym
def find_paronyms(self, token):
token_all = self.morph.parse(token.lower().rstrip('.,/;!:?'))[0]
token_norm = token_all.normal_form
paronym = self.check_pair(token_norm)
if paronym is None:
paronym_close = self.find_closest_paronym(token_norm)
paronym = self.check_pair(paronym_close)
if paronym is not None:
paronym_parse = self.morph.parse(paronym)[0]
try:
str_grammar = str(token_all.tag).split()[1]
except IndexError:
str_grammar = str(token_all.tag)
gr = set(str_grammar.replace("Qual ", "").replace(' ',',').split(','))
try:
final_paronym = paronym_parse.inflect(gr).word
except AttributeError:
final_paronym = paronym
else:
final_paronym = ''
return final_paronym
def syntax_parse(self, some_text, token):
processed = self.process_pipeline.process(sber_encode(some_text.lower()))
content = [l for l in sber_decode(processed).split('\n') if not l.startswith('#')]
tagged = [w.split('\t') for w in content if w]
linked_word = ''
for analysis in tagged:
if analysis[1] == token:
head = analysis[6]
if head == '0':
root_id = analysis[0]
for analysis in tagged:
if analysis[6] == root_id:
linked_word = analysis[1]
break
else:
for analysis in tagged:
if analysis[0] == head:
linked_word = analysis[1]
break
return linked_word
def check_frequencies(self, sentences):
examples = []
for token, second_tok, line in sentences:
token = token.lower().rstrip('.,;:!?')
token_lemma = self.lemmatize(token)
second_lemma = self.lemmatize(second_tok)
collocation_word = self.syntax_parse(line, token)
collocation_lemma = self.lemmatize(collocation_word)
first = (collocation_lemma, token_lemma)
second = (collocation_lemma, second_lemma)
freq1 = self.freq_bigrams[first]
freq2 = self.freq_bigrams[second]
first = (token_lemma, collocation_lemma)
second = (second_lemma, collocation_lemma)
freq3 = self.freq_bigrams[first]
freq4 = self.freq_bigrams[second]
freq_first = freq1 + freq3
freq_second = freq2 + freq4
if freq_second > freq_first:
return second_tok
if freq_first == freq_second:
examples.append((0, freq_first, freq_second, token, second_tok))
good_paronym = ''
if examples:
good_paronym = examples[0][4]
return good_paronym
def predict(self, task):
return self.predict_from_model(task)
def fit(self, tasks):
pass
def load(self, path="data/models/solver5.pkl"):
pass
def save(self, path="data/models/solver5.pkl"):
pass
def predict_from_model(self, task):
description = task["text"].replace('НЕВЕРНО ', "неверно ")
sents = []
for line in description.split("\n"):
for token in line.split():
if token.isupper() and len(token) > 2: # get CAPS paronyms
second_pair = self.find_paronyms(token)
sents.append((token, second_pair, line))
result = self.check_frequencies(sents)
return result.strip(punctuation+'\n')
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,072
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/esse.py
|
import os
import re
import glob
import unicodedata
import faiss
import numpy as np
from lib.util.sentence_encoder import SentenceEncoder
from typing import List, Dict, Optional
class Esse:
def __init__(self, data: Dict[str, str]):
self.id: str = ''
self.title: str = ''
self.text: str = ''
self.problem: str = ''
self.conclusion: str = ''
self.position1: str = ''
self.position2: str = ''
self.reference: str = ''
self.examples: List[str] = []
if 'id' in data:
self.id = data['id']
if 'title' in data:
self.title = data['title']
if 'text' in data:
self.text = data['text']
if 'problem' in data:
self.problem = data['problem']
if 'conclusion' in data:
self.conclusion = data['conclusion']
if 'position1' in data:
self.position1 = data['position1']
if 'position2' in data:
self.position2 = data['position2']
if 'reference' in data:
self.reference = data['reference']
if 'example1' in data:
self.examples.append(data['example1'])
if 'example2' in data:
self.examples.append(data['example2'])
if 'example3' in data:
self.examples.append(data['example3'])
def get_index_text(self) -> str:
if self.text != '':
return ''
return self.text
else:
# if self.problem == '' or (self.position1 == '' and self.position2 == '' and self.conclusion == ''):
# return ''
text = ' '.join([
self.problem,
self.conclusion,
self.position1,
self.position2,
self.reference,
])
text = text.replace('\n', ' ')
text = re.sub(r'[\s]+', ' ', text).strip()
return text
def __repr__(self) -> str:
return {
'id': self.id,
'title': self.title,
'problem': self.problem,
'position1': self.position1,
'position2': self.position2,
'conclusion': self.conclusion,
'examples': self.examples,
}.__repr__()
class EsseLoader:
def __init__(self, sentence_encoder: Optional[SentenceEncoder] = None):
self.esses: List[Esse] = []
self.__load_esses()
if sentence_encoder is None:
sentence_encoder = SentenceEncoder()
self.sentence_encoder: SentenceEncoder = sentence_encoder
self.index: faiss.IndexFlatIP = faiss.IndexFlatIP(512)
self.__load_index()
def make_esse(self, text: str) -> Esse:
esse = Esse({})
positions = []
examples = []
for e in self.search(text):
if e.problem != '' and esse.problem == '':
esse.problem = e.problem
if e.conclusion != '' and esse.conclusion == '':
esse.conclusion = e.conclusion
if e.position1 != '':
positions.append(e.position1)
if e.position2 != '':
positions.append(e.position2)
examples += e.examples
if len(positions) > 1:
esse.position1 = positions[0]
if len(positions) > 2:
esse.position2 = positions[1]
esse.examples = examples[:2]
return esse
def search(self, text: str, top_n: int = 3) -> List[Esse]:
text_emb = self.sentence_encoder.encode([text])
score, idx = self.index.search(text_emb, top_n)
return [self.esses[i] for i in idx[0]]
def update_index(self):
path = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/esse/embeddings.npy')
embeddings = self.sentence_encoder.encode([esse.get_index_text() for esse in self.esses])
np.save(path, embeddings)
self.index = faiss.IndexFlatIP(512)
self.index.add(embeddings)
def __load_esses(self):
path = os.path.abspath(os.path.dirname(__file__) + '/../../var/data/esse')
for filepath in sorted(glob.glob(f"{path}/*.txt")):
with open(filepath) as f:
esse_tpl = {}
block = None
for part in re.split(r'\[([a-z0-9]{4,})\]', f.read()):
part = unicodedata.normalize("NFKD", part).strip()
if part != '':
if part in ['title', 'text', 'problem', 'conclusion', 'position1', 'position2', 'example1', 'example2', 'example3', 'reference', 'ignore']:
block = part
else:
esse_tpl[block] = part
if 'ignore' in esse_tpl:
continue
esse_tpl['id'] = filepath.split('/')[-1]
esse = Esse(esse_tpl)
if esse.get_index_text() != '':
self.esses.append(esse)
def __load_index(self):
path = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/esse/embeddings.npy')
if os.path.isfile(path):
embeddings = np.load(path)
self.index.add(embeddings)
else:
self.update_index()
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,073
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/__init__.py
|
from lib.task.base import Task, TextTask, ChoiceTask, MultipleChoiceTask, MatchingTask
from lib.task.task01 import Task01
from lib.task.task02 import Task02
from lib.task.task03 import Task03
from lib.task.task04 import Task04
from lib.task.task05 import Task05
from lib.task.task06 import Task06
from lib.task.task07 import Task07
from lib.task.task08 import Task08
from lib.task.task09 import Task09
from lib.task.task10 import Task10, Task10Text, Task10MultipleChoice
from lib.task.task13 import Task13
from lib.task.task14 import Task14
from lib.task.task15 import Task15
from lib.task.task16 import Task16
from lib.task.task17 import Task17
from lib.task.task21 import Task21
from lib.task.task22 import Task22
from lib.task.task23 import Task23
from lib.task.task24 import Task24
from lib.task.task25 import Task25
from lib.task.task26 import Task26
from lib.task.task27 import Task27
from typing import Dict, List
def create_task(data: Dict) -> Task:
task = Task(data)
text = task.text.lower()
text = ' '.join(text.split())
if task.question['type'] == 'text':
if 'напишите сочинение' in text:
return Task27(data)
if 'допущена ошибка в постановке ударения' in text:
return Task04(data)
if 'неверно употреблено' in text:
return Task05(data)
if 'исправьте лексическую ошибку' in text:
return Task06(data)
if 'ошибка в образовании формы слова' in text:
return Task07(data)
if 'пропущена одна и та же буква' in text or 'на месте пропуска пишется' in text:
return Task10Text(data)
if 'словом пишется слитно' in text:
return Task13(data)
if 'слова пишутся слитно' in text:
return Task14(data)
if 'выпишите' in text and 'из предложени' in text:
return Task24(data)
if 'самостоятельно подберите' in text or 'на месте пропуска' in text:
return Task02(data)
return TextTask(data)
if task.question['type'] == 'choice':
if 'значения слова' in text and 'предложении текста' in text:
return Task03(data)
return ChoiceTask(data)
if task.question['type'] == 'multiple_choice':
if 'в соответствии с одним и тем же правилом пунктуации' in text:
return Task21(data)
if 'соответствуют содержанию текста' in text or 'соответствует содержанию текста' in text:
return Task22(data)
if 'противоречат содержанию текста' in text:
return Task22(data)
if 'утверждений являются верными' in text or 'утверждений являются ошибочными' in text:
return Task23(data)
if 'реди предложений' in text and 'найдите' in text:
return Task25(data)
if 'пишется н.' in text or 'пишется нн.' in text or 'пишется одна буква н' in text:
return Task15(data)
if 'расставьте' in text and 'знаки препинания' in text:
if 'укажите предложение' in text or 'укажите два предложения' in text or 'укажите номера предложений' in text:
return Task16(data)
if 'запятая' in text or 'запятые' in text:
return Task17(data)
if 'передана главная информация' in text:
return Task01(data)
if 'пропущена одна и та же буква' in text or 'на месте пропуска пишется' in text:
return Task10MultipleChoice(data)
if 'пропущена' in text and 'гласная корня' in text:
return Task09(data)
return MultipleChoiceTask(data)
if task.question['type'] == 'matching':
if 'соответствие между грамматическими ошибками' in text:
return Task08(data)
if 'соответствие между грамматической ошибкой' in text:
return Task08(data)
if 'допущенными в них грамматическими ошибками' in text:
return Task08(data)
if 'прочитайте фрагмент рецензии' in text:
return Task26(data)
return MatchingTask(data)
return task
def create_tasks(data: List[Dict]) -> List[Task]:
tasks = []
for d in data:
try:
task = create_task(d)
except Exception:
task = Task(d)
tasks.append(task)
return tasks
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,074
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task03.py
|
import numpy as np
from lib.task import Task, Task03
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.sentence_encoder import SentenceEncoder
from typing import Optional, Any
class Task03Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None, sentence_encoder: Optional[SentenceEncoder] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
if sentence_encoder is None:
sentence_encoder = SentenceEncoder()
self.sentence_encoder: SentenceEncoder = sentence_encoder
def get_task_type(self) -> str:
return Task.TYPE_03
def solve(self, task: Task03) -> Any:
text = task.lines[task.line_num]
sims = []
for i, choice in enumerate(task.choices):
sim = self.sentence_encoder.get_similarity(choice['text'], text)[0]
sims.append(sim)
max_idx = int(np.argmax(sims))
return [str(max_idx + 1)]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,075
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task24.py
|
from lib.task import Task, Task24
from lib.solver.base import BaseSolver
from typing import List, Dict, Any
class Task24Solver(BaseSolver):
def __init__(self):
pass
def get_task_type(self) -> str:
return Task.TYPE_24
def solve(self, task: Task24) -> Any:
return None
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,076
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver15.py
|
import re
import random
import pickle
from fuzzywuzzy import fuzz
from string import punctuation
from operator import itemgetter
from lib.sberbank.solvers.utils import BertEmbedder
from sklearn.metrics.pairwise import cosine_similarity
class Solver(BertEmbedder):
def __init__(self, seed=42):
super(Solver, self).__init__()
self.seed = seed
self.init_seed()
self.representatives = {"n": {}, "nn": {}}
def init_seed(self):
return random.seed(self.seed)
def get_target(self, task):
solution = task["solution"]["correct_variants"][0] if "correct_variants" in task["solution"] else \
task["solution"]["correct"]
return solution
def process_task(self, task):
text = task["text"].replace("?", ".").replace("\xa0", "")
placeholders = [choice["placeholder"] for choice in task["question"]["choices"]]
words = [re.sub("[^а-яё]+", "0", word.strip(punctuation)) for word in text.split() if ")" in word
and any([n in word for n in placeholders])]
n_number = text.split(".")[0].split()[-1].lower()
return text, words, n_number
def get_representatives(self, word, representatives, threshold=70):
representatives = [rep for rep in representatives if fuzz.ratio(word, rep) >= threshold]
return representatives
def get_similarity(self, x, representatives):
y = [self.representatives["n"][rep] if rep in self.representatives["n"]
else self.representatives["nn"][rep] for rep in representatives]
similarity = max([cosine_similarity(x, y_.reshape(1, -1))[0][0] for y_ in y])
return similarity
def parse_representatives(self, task):
text, words, n_number = self.process_task(task)
solution = self.get_target(task)
if len(n_number) == 1:
n_words = [re.sub("[^а-яё]+", "н", word.strip(punctuation)) for word in text.split()
if any([d in word for d in solution]) and ")" in word]
for word in n_words:
if word not in self.representatives["n"]:
self.representatives["n"][word] = self.token_embedding([word])
for word in words:
n_replacement = word.replace("0", "н")
nn_replacement = word.replace("0", "нн")
if n_replacement not in n_words and nn_replacement not in self.representatives["nn"]:
self.representatives["nn"][nn_replacement] = self.token_embedding([nn_replacement])
elif len(n_number) == 2:
nn_words = [re.sub("[^а-яё]+", "нн", word.strip(punctuation)) for word in text.split()
if any([d in word for d in solution]) and ")" in word]
for word in nn_words:
if word not in self.representatives["nn"]:
self.representatives["nn"][word] = self.token_embedding([word])
for word in words:
n_replacement = word.replace("0", "н")
nn_replacement = word.replace("0", "нн")
if nn_replacement not in nn_words and n_replacement not in self.representatives["n"]:
self.representatives["n"][n_replacement] = self.token_embedding([n_replacement])
def fit(self, tasks):
for task in tasks:
self.parse_representatives(task)
def save(self, path="data/models/solver15.pkl"):
with open(path, "wb") as f:
pickle.dump(self.representatives, f)
def load(self, path="data/models/solver15.pkl"):
with open(path, "rb") as f:
self.representatives = pickle.load(f)
def predict_from_model(self, task):
prediction = []
text, words, n_number = self.process_task(task)
for i, word in enumerate([word.replace("0", "н") for word in words]):
representatives = {}
x = self.token_embedding([word]).reshape(1, -1)
c1 = self.get_representatives(word, self.representatives["n"])
c2 = self.get_representatives(word, self.representatives["nn"])
if c1:
representatives["н"] = self.get_similarity(x, c1)
if c2:
representatives["нн"] = self.get_similarity(x, c2)
if representatives:
answer = max(representatives.items(), key=itemgetter(1))[0]
if answer == n_number:
prediction.append(str(i + 1))
return sorted(prediction) if prediction else ["1"]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,077
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task13.py
|
import numpy as np
from lib.task import Task, Task13
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.speller import Speller
from typing import Any, Optional
class Task13Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None, speller: Optional[Speller] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
if speller is None:
speller = Speller()
self.speller: Speller = speller
def get_task_type(self) -> str:
return Task.TYPE_13
def solve(self, task: Task13) -> Any:
lines = []
line_words = []
for line, words in zip(task.lines, task.words):
is_known_spelled = self.speller.is_known(words[0])
is_known_separated = self.speller.is_known(words[1].split(' ')[1])
if is_known_spelled and not is_known_separated:
return words[0]
if is_known_separated and not is_known_spelled:
continue
lines.append(line)
line_words.append(words)
scores = []
for line, words in zip(lines, line_words):
scores.append(self.bert.get_replace_proba(line.replace('[MASK]', words[0]), words[0], words[1]))
if scores:
return line_words[int(np.argmin(scores))][0]
else:
return task.words[0][0]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,078
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task26.py
|
from lib.task.base import Task, MatchingTask
from typing import Dict
class Task26(MatchingTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_26
lines = self.get_numbered_lines(blacklist=[
'Прочитайте фрагмент рецензии',
'Прочитайте текст',
'.«',
])
question_text = self.remove_numbered_lines(lines)
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,079
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/base.py
|
import os
import pickle
import numpy as np
from lib.task.base import Task
from typing import List, Tuple, Any
from sklearn.model_selection import train_test_split, KFold
class BaseSolver:
def get_task_type(self) -> str:
raise NotImplementedError("Task type not specified")
def solve(self, task: Task) -> Any:
raise NotImplementedError("Solve method not implemented")
def train(self, tasks: List[Task], save: bool = True):
pass
def validate(self, tasks: List[Task]) -> Tuple[float, float]:
score = 0.0
max_score = 0.0
for task in tasks:
answer = self.solve(task)
score += task.get_score(answer)
max_score += task.score
return score, max_score
def cross_validate(self, tasks: List[Task], n_splits=3) -> Tuple[float, float]:
tasks = np.array(tasks)
total_score = 0
total_max_score = 0
kf = KFold(n_splits=n_splits, random_state=42, shuffle=True)
for train_idx, test_idx in kf.split(tasks):
self.train(list(tasks[train_idx]), save=False)
score, max_score = self.validate(list(tasks[test_idx]))
total_score += score
total_max_score += max_score
return total_score, total_max_score
def train_and_validate(self, tasks: List[Task]) -> Tuple[float, float]:
tasks_train, tasks_test = train_test_split(tasks, test_size=0.1, random_state=42)
self.train(tasks_train, save=False)
return self.validate(tasks_test)
def save_pkl(self, name: str, model):
model_file = self.__get_pkl_path(name)
with open(model_file, 'wb') as f:
pickle.dump(model, f)
def load_pkl(self, name: str):
model_file = self.__get_pkl_path(name)
if os.path.isfile(model_file):
with open(model_file, 'rb') as f:
return pickle.load(f)
return None
def __get_pkl_path(self, name: str) -> str:
pkl_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/pkl')
return f'{pkl_dir}/{name}.pkl'
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,080
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task15.py
|
from lib.task import Task, Task15
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.speller import Speller
from typing import List, Optional
class Task15Solver(BaseSolver):
INVERSE_CHARS = {
'н': 'нн',
'нн': 'н',
}
def __init__(self, bert: Optional[Bert] = None, speller: Optional[Speller] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
if speller is None:
speller = Speller()
self.speller: Speller = speller
def get_task_type(self) -> str:
return Task.TYPE_15
def solve(self, task: Task15) -> List[str]:
answer = []
chars = []
unknown = []
tokens = task.tokens[:]
inverse_char = self.INVERSE_CHARS[task.char]
for i, pos in enumerate(task.positions):
word = tokens[pos]
word_with_char = word.replace('__', task.char)
word_with_inverse_char = word.replace('__', inverse_char)
known_with_char = self.speller.is_known(word_with_char)
known_with_inverse_char = self.speller.is_known(word_with_inverse_char)
if known_with_char and not known_with_inverse_char:
chars.append(task.char)
answer.append(str(i + 1))
tokens[pos] = tokens[pos].replace('__', task.char)
elif known_with_inverse_char and not known_with_char:
chars.append(inverse_char)
tokens[pos] = tokens[pos].replace('__', inverse_char)
else:
unknown.append((str(i + 1), pos))
for a, pos in unknown:
word = tokens[pos]
word_with_char = word.replace('__', task.char)
word_with_inverse_char = word.replace('__', inverse_char)
tokens[pos] = word_with_char
text = ' '.join(tokens).replace('__', task.char)
for line in task.split_lines(text):
if word_with_char in line:
text = line
break
replace_proba = self.bert.get_replace_proba(text, word_with_char, word_with_inverse_char)
if replace_proba < 1.0:
answer.append(a)
else:
tokens[pos] = word_with_inverse_char
return list(sorted(answer))
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,081
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task13.py
|
import re
from lib.task.base import Task, TextTask
from typing import Dict, List, Tuple
class Task13(TextTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_13
self.words: List[Tuple[str, str]] = []
self.lines: List[str] = []
for line in self.split_lines():
if 'пишется слитно' in line:
continue
if '(не)' in line.lower() or '(ни)' in line.lower():
match = re.search(r'\((Н[ЕИ])\)([А-ЯЁ]+)', line, re.IGNORECASE)
if match:
self.lines.append(line.replace(match.group(0), '[MASK]'))
part1 = match.group(1).lower()
part2 = match.group(2).lower()
self.words.append((part1 + part2, part1 + ' ' + part2))
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,082
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task23.py
|
from lib.task import Task, Task23
from lib.solver.base import BaseSolver
from typing import List, Dict, Any
class Task23Solver(BaseSolver):
def __init__(self):
pass
def get_task_type(self) -> str:
return Task.TYPE_23
def solve(self, task: Task23) -> Any:
return None
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,083
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/utils.py
|
import os
import random
from functools import wraps
from abc import ABC, abstractmethod
import pickle
import torch
import ufal.udpipe
from pytorch_pretrained_bert import BertModel, BertTokenizer, BertConfig
from lib.sberbank.utils import sber_path
wdir = os.path.dirname(os.path.abspath(__file__))
def singleton(cls):
instance = None
@wraps(cls)
def inner(*args, **kwargs):
nonlocal instance
if instance is None:
instance = cls(*args, **kwargs)
return instance
return inner
class AbstractSolver(ABC):
def __init__(self, seed=42):
self.seed = seed
self._init_seed()
def _init_seed(self):
random.seed(self.seed)
def fit(self, tasks):
pass
@classmethod
def load(cls, path):
with open(path, "rb") as f:
temp = pickle.load(f)
assert isinstance(temp, cls)
return temp
def save(self, path):
with open(path, "wb") as f:
pickle.dump(self, f, protocol=pickle.HIGHEST_PROTOCOL)
@abstractmethod
def predict_from_model(self, task):
pass
class BertEmbedder(object):
"""
Embedding Wrapper on Bert Multilingual Cased
"""
def __init__(self):
self.model_file = sber_path('/var/sberbank/bert-base-multilingual-cased.tar.gz')
self.vocab_file = sber_path('/var/sberbank/bert-base-multilingual-cased-vocab.txt')
self.model = self.bert_model()
self.tokenizer = self.bert_tokenizer()
self.embedding_matrix = self.get_bert_embed_matrix()
@singleton
def bert_model(self):
model = BertModel.from_pretrained(self.model_file).eval()
return model
@singleton
def bert_tokenizer(self):
tokenizer = BertTokenizer.from_pretrained(self.vocab_file, do_lower_case=False)
return tokenizer
@singleton
def get_bert_embed_matrix(self):
bert_embeddings = list(self.model.children())[0]
bert_word_embeddings = list(bert_embeddings.children())[0]
matrix = bert_word_embeddings.weight.data.numpy()
return matrix
def sentence_embedding(self, text_list):
embeddings = []
for text in text_list:
token_list = self.tokenizer.tokenize("[CLS] " + text + " [SEP]")
segments_ids, indexed_tokens = [1] * len(token_list), self.tokenizer.convert_tokens_to_ids(token_list)
segments_tensors, tokens_tensor = torch.tensor([segments_ids]), torch.tensor([indexed_tokens])
with torch.no_grad():
encoded_layers, _ = self.model(tokens_tensor, segments_tensors)
sent_embedding = torch.mean(encoded_layers[11], 1)
embeddings.append(sent_embedding)
return embeddings
def token_embedding(self, token_list):
token_embedding = []
for token in token_list:
ontoken = self.tokenizer.tokenize(token)
segments_ids, indexed_tokens = [1] * len(ontoken), self.tokenizer.convert_tokens_to_ids(ontoken)
segments_tensors, tokens_tensor = torch.tensor([segments_ids]), torch.tensor([indexed_tokens])
with torch.no_grad():
encoded_layers, _ = self.model(tokens_tensor, segments_tensors)
ontoken_embeddings = []
for subtoken_i in range(len(ontoken)):
hidden_layers = []
for layer_i in range(len(encoded_layers)):
vector = encoded_layers[layer_i][0][subtoken_i]
hidden_layers.append(vector)
ontoken_embeddings.append(hidden_layers)
cat_last_4_layers = [torch.cat((layer[-4:]), 0) for layer in ontoken_embeddings]
token_embedding.append(cat_last_4_layers)
token_embedding = torch.stack(token_embedding[0], 0) if len(token_embedding) > 1 else token_embedding[0][0]
return token_embedding
class UDPipeError(Exception):
def __init__(self, err):
self.err = err
def __str__(self):
return self.err
def iter_words(sentences):
for s in sentences:
for w in s.words[1:]:
yield w
class Pipeline(object):
def __init__(self, input_format='conllu', model=None, output_format=None, output_stream=None,
tag=False, parse=True):
self.model = model
# if model:
# self.input_format = model.newTokenizer(model.DEFAULT)
# else:
self.input_format = ufal.udpipe.InputFormat.newInputFormat(input_format)
self.pipes = []
self.pipes.append(self.read_input)
if tag:
self.pipes.append(self.tag)
if parse:
self.pipes.append(self.parse)
if output_format:
self.output_format = ufal.udpipe.OutputFormat.newOutputFormat(output_format)
self.output_stream = output_stream
self.pipes.append(self.write_output)
def read_input(self, data):
# Input text
self.input_format.setText(data)
# Errors will show up here
error = ufal.udpipe.ProcessingError()
# Create empty sentence
sentence = ufal.udpipe.Sentence()
# Fill sentence object
while self.input_format.nextSentence(sentence, error):
# Check for error
if error.occurred():
raise UDPipeError(error.message)
yield sentence
sentence = ufal.udpipe.Sentence()
def tag(self, sentences):
"""Tag sentences adding lemmas, pos tags and features for each token."""
for sentence in sentences:
self.model.tag(sentence, self.model.DEFAULT)
yield sentence
def parse(self, sentences):
"""Tag sentences adding lemmas, pos tags and features for each token."""
for sentence in sentences:
self.model.parse(sentence, self.model.DEFAULT)
yield sentence
def write_output(self, sentences):
output = ""
for sentence in sentences:
output += self.output_format.writeSentence(sentence)
output += self.output_format.finishDocument()
return output
def process(self, inputs):
for fn in self.pipes:
inputs = fn(inputs)
return inputs
def standardize_task(task):
if "choices" not in task:
if "question" in task and "choices" in task["question"]:
task["choices"] = task["question"]["choices"]
else:
parts = task["text"].split("\n")
task["text"] = parts[0]
task["choices"] = []
for i in range(1, len(parts)):
task["choices"].append({"id": str(i), "text": parts[i]})
for i in range(len(task["choices"])):
parts = [x.strip() for x in task["choices"][i]["text"].split(",")]
task["choices"][i]["parts"] = parts
return task
def check_solution(task, solution):
if "correct_variants" in task["solution"]:
correct = set(task["solution"]["correct_variants"][0])
elif "correct" in task["solution"]:
correct = set(task["solution"]["correct"])
else:
raise ValueError("Unknown task format!")
return float(set([str(x) for x in solution]) == correct)
def random_solve_task(task):
"""
:param task: standardized task
:return: list of string labels
"""
choice_decisions = []
for ch in task["choices"]:
if random.randint(0, 1):
choice_decisions.append(ch["id"])
return choice_decisions
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,084
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task27.py
|
import re
import numpy as np
from summa import summarizer
from lib.task import Task, Task27
from lib.solver.base import BaseSolver
from lib.solver.sberbank import SberbankSolver
from lib.util.esse import EsseLoader, Esse
from lib.util.ner import NER
from lib.util.syntax import SyntaxParser
from nltk import sent_tokenize
from typing import Optional, Any, List
class Task27Solver(BaseSolver):
def __init__(
self,
esse: Optional[EsseLoader] = None,
ner: Optional[NER] = None,
sberbank_solver: Optional[SberbankSolver] = None,
syntax: Optional[SyntaxParser] = None
):
if ner is None:
ner = NER()
self.ner: NER = ner
if esse is None:
esse = EsseLoader()
self.esse: EsseLoader = esse
if sberbank_solver is None:
sberbank_solver = SberbankSolver()
self.sberbank_solver: SberbankSolver = sberbank_solver
if syntax is None:
syntax = SyntaxParser()
self.syntax: SyntaxParser = syntax
def get_task_type(self) -> str:
return Task.TYPE_27
def solve(self, task: Task27) -> Any:
author_name = self.get_author_name(task)
esse_text = self.generate_esse(task.lines, author_name)
if len(esse_text.split(' ')) < 150:
return self.solve_sberbank(task)
else:
return esse_text
def generate_esse(self, lines: List[str], author_name: str) -> str:
text = ' '.join(lines)
short_text = summarizer.summarize(text)
esse = self.esse.make_esse(short_text)
position_quote = self.get_position_quote(esse.position1, lines)
reference_quote = self.get_reference_quote(esse.problem, position_quote, lines)
problem_text = self.get_problem_text(esse.problem, author_name)
position_text = self.get_position(esse.position1, esse.position2, position_quote)
examples_text = self.get_examples_text(esse.examples)
conclusion_text = self.get_conclusion_text(esse.conclusion)
reference_text = self.get_reference_text(esse.problem, text, short_text, reference_quote)
return f'{problem_text} {reference_text}\n\n{position_text}\n\n{examples_text}\n\n{conclusion_text}.'
def solve_sberbank(self, task: Task27) -> Any:
return self.sberbank_solver.ai.solvers[26].predict_from_model({
'text': task.text,
})
def get_position_quote(self, position: str, lines: List[str]) -> str:
best_line = ''
best_score = 0
for i, line in enumerate(lines):
if i < len(lines) - 1:
double_line = line + ' ' + lines[i + 1]
if (200 > len(double_line) > 70) and '«' not in double_line and '»' not in double_line:
score = self.esse.sentence_encoder.get_similarity(position, double_line) ** 2
if score > best_score:
best_score = score
best_line = double_line
if (200 > len(line) > 70) and '«' not in line and '»' not in line:
score = self.esse.sentence_encoder.get_similarity(position, line) ** 2
if score > best_score:
best_score = score
best_line = line
return best_line
def get_reference_quote(self, problem: str, position_quote: str, lines: List[str]) -> str:
best_line = ''
best_score = 0
for i, line in enumerate(lines):
if line in position_quote:
continue
if i < len(lines) - 1:
double_line = line + ' ' + lines[i + 1]
if (150 > len(double_line) > 30) and '«' not in double_line and '»' not in double_line:
score = self.esse.sentence_encoder.get_similarity(problem, double_line) ** 2
if score > best_score:
best_score = score
best_line = double_line
if (150 > len(line) > 30) and '«' not in line and '»' not in line:
score = self.esse.sentence_encoder.get_similarity(problem, line) ** 2
if score > best_score:
best_score = score
best_line = line
return best_line
def get_position(self, position1: str, position2: str, position_quote: str) -> str:
position_text = f'Позиция автора в данном тексте такова: {position1}.'
if position_quote != '':
position_text += f' Эта позиция прослеживается в отрывке: «{position_quote}».'
if position2 != '':
position_text += f' Я полностью согласен с мнением автора: {position2}.'
else:
position_text += f' Я полностью согласен с мнением автора.'
return position_text
def get_reference_text(self, problem, text, short_text, reference_quote) -> str:
names = self.get_top_names(text)
if len(names) > 1:
name = names[0]
name_morph = self.syntax.speller.parse_morph(name)
name_cased = name_morph.inflect({'loct'}).word
if name[0].isupper() or 'Name' in name_morph.tag or 'Surn' in name_morph.tag:
name_cased = name_cased[0].upper() + name_cased[1:]
start = 'Для того чтобы полнее раскрыть данную проблему, автор рассказывает о ' + name_cased
else:
start = 'Для того чтобы полнее раскрыть данную проблему, автор рассказывает'
retries = 0
while True:
gen_text = self.complete_text(short_text + ' ' + problem + ' ' + start)
num_sent = len(sent_tokenize(gen_text))
if ('xxbos' in gen_text or num_sent < 3) and retries < 3:
retries += 1
continue
break
text = start + ' ' + ' '.join(sent_tokenize(gen_text)[:2])
if reference_quote != '':
ref = f' Чувствуется заинтересованность автора в поднятой им проблеме: «{reference_quote}».'
else:
ref = ''
retries = 0
while True:
gen_text2 = self.complete_text(problem + '. ' + ref)
num_sent = len(sent_tokenize(gen_text2))
if ('xxbos' in gen_text or num_sent < 3) and retries < 3:
retries += 1
continue
break
return text + ref + ' ' + ' '.join(sent_tokenize(gen_text2)[:2])
@staticmethod
def get_problem_text(problem: str, author_name: str) -> str:
problem = problem.capitalize()
return f'{problem} – вот проблема, над которой размышляет {author_name}.'
@staticmethod
def get_conclusion_text(conclusion: str) -> str:
return f'Таким образом, могу сделать вывод, что {conclusion}'
@staticmethod
def get_examples_text(examples: List[str]):
if len(examples) == 0:
return ''
examples_text = 'В подтверждение своих слов приведу примеры из художественной литературы. '
examples_text += ' '.join(examples[:2])
return examples_text
def get_author_name(self, task: Task27) -> str:
if task.author == '':
return 'автор'
author_name = self.ner.get_name(task.author)
if len(author_name.split(' ')) < 3:
author_name = 'автор'
return author_name
def get_top_names(self, text):
nsubjs = {}
next_sents = {}
for sent in sent_tokenize(text):
syntax = self.syntax.get_syntax(sent)
for node in syntax.nodes:
if node.link is None:
for node2 in syntax.nodes:
if node2.link == node.id and node2.link_type == 'nsubj':
if 'Tense=Past' in node.morph:
next_sents[node2.normal_form] = sent
if node2.normal_form not in nsubjs:
nsubjs[node2.normal_form] = 0
nsubjs[node2.normal_form] += 1
scores = []
names = []
max_upper_idx = -1
max_upper_score = 0
idx = 0
for name, score in nsubjs.items():
morph = self.syntax.speller.parse_morph(name)
if morph.tag.POS not in {'NOUN'}:
continue
names.append(name)
scores.append(score)
if 'Name' in morph.tag:
if score > max_upper_score:
max_upper_score = score
max_upper_idx = idx
idx += 1
if max_upper_idx != -1:
scores[max_upper_idx] += 100
top_names_idx = np.argsort(-np.array(scores))[:3]
return np.array(names)[top_names_idx]
def complete_text(self, seed, n_words=100, temperature=0.9):
text = self.sberbank_solver.ai.solvers[26].learn.predict(seed, n_words=n_words, no_unk=True, temperature=temperature)
return self.clear_text(text[len(seed):])
def clear_text(self, text):
text = re.sub("[\t\r]+", "", text)
text = re.sub("[ ]+[:]", ":", re.sub("[ ]+[.]", ".", re.sub("[«][ ]+", "«", re.sub("[ ]+[»]", "»", re.sub("[ ]+[,]", ",", re.sub("[ ]+", " ", text))))))
text = re.sub("[ ]+[?]", "?", text)
text = re.sub("[ ]+[!]", "!", text)
text = re.sub("\n+", "\n", text)
text = [line.strip() for line in text.split("\n")]
text = "\n".join(text)
return text.replace("\n", " ")
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", 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"/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,085
|
tyz910/aij-2019
|
refs/heads/master
|
/dev/train.py
|
import sys
sys.path.append('..')
from dev.loader import *
from lib.task import *
from lib.solver import *
from lib.sberbank.utils import rus_tok
solvers = [
# (Task01, Task01Solver, ['01']),
# (Task02, Task02Solver, ['02']),
# (Task03, Task03Solver, ['03']),
# (Task04, Task04Solver, ['04']),
# (Task05, Task05Solver, ['05']),
# (Task06, Task06Solver, ['06']),
# (Task07, Task07Solver, ['07']),
# (Task08, Task08Solver, ['08']),
# (Task09, Task09Solver, ['09']),
# (Task10, Task10Solver, ['10', '11', '12']),
# (Task13, Task13Solver, ['13']),
# (Task14, Task14Solver, ['14']),
# (Task15, Task15Solver, ['15']),
# (Task16, Task16Solver, ['16']),
(Task17, Task17Solver, ['17', '18', '19', '20']),
# (Task21, Task21Solver, ['21']),
# (Task22, Task22Solver, ['22']),
# (Task23, Task23Solver, ['23']),
# (Task24, Task24Solver, ['24']),
# (Task25, Task25Solver, ['25']),
# (Task26, Task26Solver, ['26']),
]
for taskType, solverType, whitelist in solvers:
print(taskType)
# tasks = get_tasks_from_yandex(taskType, whitelist, ignore_ids=['35', '36'])
tasks = get_tasks_from_yandex(taskType, whitelist)
solver: BaseSolver = solverType()
solver.train(tasks, save=True)
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,086
|
tyz910/aij-2019
|
refs/heads/master
|
/dev/loader.py
|
import os
import json
from lib.task import create_tasks
def get_data_path(rel_path):
return os.path.abspath(os.path.dirname(__file__) + '/../var/data') + rel_path
def get_tasks_from_check(taskType, whitelist):
tasks = []
for i in range(10):
with open(get_data_path(f'/check/test_0{i}.json')) as fin:
exam = json.load(fin)
for t in create_tasks(exam['tasks']):
task_id = t.id
if len(task_id) == 1:
task_id = '0' + task_id
if isinstance(t, taskType):
if task_id not in whitelist:
print('FAIL wrong task converted!!!')
print(type(t).__name__)
print(t)
exit()
tasks.append(t)
elif task_id in whitelist:
print('FAIL task not converted !!!')
print(type(t).__name__)
print(t)
exit()
for i, t in enumerate(tasks):
t.id = t.data['id'] = str(i)
return tasks
def get_tasks_from_yandex(taskType, whitelist, ignore_ids=None):
tasks = []
tid = 0
for i in whitelist:
with open(get_data_path(f'/yandex/task{i}.json')) as fin:
exam = json.load(fin)
for t in create_tasks(exam['tasks']):
tid += 1
t.id = t.data['id'] = str(tid)
if ignore_ids is not None and t.id in ignore_ids:
continue
if isinstance(t, taskType):
tasks.append(t)
else:
print('FAIL!!!')
print(type(t).__name__)
print(t)
exit()
return tasks
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,087
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/stress.py
|
import os
import warnings
import pickle
from typing import List, Dict, Optional
Vocab = Dict[str, List[int]]
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
from russtress import Accent
class Stress:
def __init__(self, vocab: Optional[Vocab] = None, accent: Optional[Accent] = None):
if vocab is None:
vocab_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/stress')
with open(vocab_dir + '/vocab.pickle', 'rb') as f:
vocab = pickle.load(f)
self.vocab: Vocab = vocab
if accent is None:
accent = Accent()
self.accent: Accent = accent
def from_vocab(self, word: str) -> Optional[List[int]]:
word = word.lower()
if word in self.vocab:
return self.vocab[word]
else:
return None
def from_model(self, word: str) -> List[int]:
word = word.lower()
stressed_word = self.accent.put_stress(word, stress_symbol="|!|")
return [stressed_word.rfind("|!|") - 1]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,088
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/classifier.py
|
import os
import pickle
import lightgbm as lgb
import numpy as np
from sklearn.model_selection import KFold
from sklearn.preprocessing import LabelEncoder as SklearnLabelEncoder
from catboost import CatBoostClassifier
from typing import List, Optional
class LgbClassifier:
NUM_FOLDS = 5
def __init__(self, model_name: str):
self.model: Optional[lgb.Booster] = None
self.model_name: str = model_name
model_file = self.__get_model_path(model_name)
if os.path.isfile(model_file):
self.model = lgb.Booster(model_file=model_file)
def train(self, X: np.array, y: np.array, num_folds: int = None, num_class: int = None) -> lgb.Booster:
if num_class is None:
num_class = 2
params = {
'task': 'train',
'boosting_type': 'gbdt',
'objective': 'multiclass',
'num_class': num_class,
'metric': 'multi_logloss',
"learning_rate": 0.01,
"num_leaves": 200,
"feature_fraction": 0.70,
"bagging_fraction": 0.70,
'bagging_freq': 4,
"max_depth": -1,
"verbosity": -1,
"reg_alpha": 0.3,
"reg_lambda": 0.1,
"min_child_weight": 10,
'zero_as_missing': True,
'num_threads': 4,
'seed': 1,
}
if num_folds is None:
num_folds = self.NUM_FOLDS
iterations = []
scores = []
kf = KFold(n_splits=num_folds, random_state=1, shuffle=True)
for train_index, test_index in kf.split(X):
model = lgb.train(
params,
lgb.Dataset(X[train_index], label=y[train_index]),
5000,
lgb.Dataset(X[test_index], label=y[test_index]),
early_stopping_rounds=15,
verbose_eval=500
)
iterations.append(model.best_iteration)
scores.append(model.best_score['valid_0']['multi_logloss'])
best_iteration = int(np.mean(iterations))
print(iterations)
print(best_iteration)
print()
print(scores)
print(np.mean(scores))
self.model = lgb.train(
params,
lgb.Dataset(X, label=y),
best_iteration,
)
return self.model
def predict(self, X: np.array) -> np.array:
return self.model.predict(X)
def save(self, model_name: Optional[str] = None):
if model_name is None:
model_name = self.model_name
self.model.save_model(self.__get_model_path(model_name))
def __get_model_path(self, name: str) -> str:
model_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/lgb')
return f'{model_dir}/{name}.txt'
class CtbClassifier:
NUM_FOLDS = 5
def __init__(self, model_name: str):
self.model: Optional[CatBoostClassifier] = None
self.model_name: str = model_name
model_file = self.__get_model_path(model_name)
if os.path.isfile(model_file):
self.model = CatBoostClassifier().load_model(model_file)
def train(self, X: np.array, y: np.array, num_folds: int = None, num_class=None) -> CatBoostClassifier:
if num_folds is None:
num_folds = self.NUM_FOLDS
learning_rate = 0.1
iterations = []
scores = []
if self.model_name == 'task08':
learning_rate = 0.1
best_iteration = 350
#best_iteration = 256
elif self.model_name == 'task17':
learning_rate = 0.1
best_iteration = 110
elif self.model_name == 'task25--':
learning_rate = 0.1
best_iteration = 16
else:
kf = KFold(n_splits=num_folds, random_state=1, shuffle=True)
for train_index, test_index in kf.split(X):
model = CatBoostClassifier(iterations=5000, learning_rate=learning_rate, task_type="GPU")
model.fit(
X[train_index], y[train_index], eval_set=(X[test_index], y[test_index]),
metric_period=15,
early_stopping_rounds=15,
)
iterations.append(model.best_iteration_)
validation = model.best_score_['validation']
scores.append(list(validation.values())[0])
best_iteration = int(np.mean(iterations))
print(iterations)
print(best_iteration)
print()
print(scores)
print(np.mean(scores))
self.model = CatBoostClassifier(iterations=best_iteration, learning_rate=learning_rate, task_type="GPU")
self.model.fit(X, y)
return self.model
def predict(self, X: np.array) -> np.array:
return self.model.predict_proba(X)
def save(self, model_name: Optional[str] = None):
if model_name is None:
model_name = self.model_name
self.model.save_model(self.__get_model_path(model_name))
def __get_model_path(self, name: str) -> str:
model_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/ctb')
return f'{model_dir}/{name}.bin'
class LabelEncoder:
def __init__(self, encoder_name: str):
self.encoder: Optional[SklearnLabelEncoder] = None
self.encoder_name: str = encoder_name
model_file = self.__get_encoder_path(encoder_name)
if os.path.isfile(model_file):
with open(model_file, 'rb') as f:
self.encoder = pickle.load(f)
def fit(self, y: List[str]):
self.encoder = SklearnLabelEncoder()
self.encoder.fit(y + ['UNKNOWN'])
def transform(self, y: str) -> int:
if y not in self.encoder.classes_:
y = 'UNKNOWN'
return self.encoder.transform([y])[0]
def get_num_class(self) -> int:
return len(self.encoder.classes_)
def __get_encoder_path(self, name: str) -> str:
encoder_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/encoder')
return f'{encoder_dir}/{name}.pkl'
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,089
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task16.py
|
import re
from lib.task.base import Task, MultipleChoiceTask
from typing import Dict, List
class Task16(MultipleChoiceTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_16
self.num_choices: int = 1
if re.search(r'(номера\sпредложений|два\sпредложения)', self.text.lower()) is not None:
self.num_choices = 2
self.lines: List[str] = [c['text'] for c in self.choices]
def get_score(self, answer: List[str]) -> float:
a = set(self.answer)
b = set(answer)
u = len(a.union(b))
i = len(a.intersection(b))
if u > 0:
return self.score * (i / u)
else:
return 0.0
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,090
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver4.py
|
import re
import os
import random
from string import punctuation
from lib.sberbank.utils import sber_path
class Solver(object):
def __init__(self, seed=42):
self.is_train_task = False
self.seed = seed
self.init_seed()
self.stress = open(os.path.join(sber_path('/var/sberbank'), 'agi_stress.txt'), 'r', encoding='utf8').read().split('\n')[:-1]
def init_seed(self):
random.seed(self.seed)
def predict(self, task):
return self.predict_from_model(task)
def compare_text_with_variants(self, variants, task_type='incorrect'):
result = ''
if task_type == 'incorrect':
for variant in variants:
if variant not in self.stress:
result = variant
else:
for variant in variants:
if variant in self.stress:
result = variant
if not variants:
return ''
if not result:
result = random.choice(variants)
return result.lower().strip(punctuation)
def process_task(self, task):
task_text = re.split(r'\n', task['text'])
variants = task_text[1:-1]
if 'Выпишите' in task_text[-1]:
task = task_text[0] + task_text[-1]
else:
task = task_text[0]
if 'неверно' in task.lower():
task_type = 'incorrect'
else:
task_type = 'correct'
return task_type, task, variants
def fit(self, tasks):
pass
def load(self, path="data/models/solver4.pkl"):
pass
def save(self, path="data/models/solver4.pkl"):
pass
def predict_from_model(self, task):
task_type, task, variants = self.process_task(task)
result = self.compare_text_with_variants(variants, task_type)
return result.strip()
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,091
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task01.py
|
from lib.task.base import Task, MultipleChoiceTask
from typing import Dict, List
class Task01(MultipleChoiceTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_01
self.lines: List[str] = self.get_numbered_lines(blacklist=[
'Запишите номера этих предложений',
'Укажите два предложения',
'Укажите варианты ответов',
])
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,092
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/speller.py
|
import os
import pymorphy2
from deeppavlov import build_model, configs
from typing import Set, Dict
class Speller:
def __init__(self):
self.model = None
self.morph = None
self.dict_words: Set[str] = set()
self.vocab: Set[str] = set()
self.examples: Dict[str, Set[str]] = {}
self.__load_vocab()
def __load_vocab(self):
model_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/spell')
with open(model_dir + '/vocab.txt', 'r') as f:
for line in f:
parts = line.split(' ')
word = parts[0].lower().replace('ё', 'е').strip()
char = ''
if len(parts) > 1:
char = parts[1].lower().replace('ё', 'е').strip()
self.vocab.add(word.replace('..', char))
if word not in self.examples:
self.examples[word] = set()
self.examples[word].add(char)
with open(model_dir + '/dict_words.txt', 'r') as f:
for line in f:
self.dict_words.add(line.lower().strip())
def correct(self, word: str) -> str:
if self.model is None:
self.model = build_model(configs.spelling_correction.levenshtein_corrector_ru, download=False)
return self.model([word])[0]
def is_correct(self, word: str) -> bool:
return self.correct(word) == word
def is_known(self, word: str) -> bool:
if self.morph is None:
self.morph = pymorphy2.MorphAnalyzer()
return self.morph.word_is_known(word)
def in_vocab(self, word: str) -> bool:
return word in self.vocab
def in_dict_words(self, word: str) -> bool:
return word in self.dict_words
def parse_morph(self, word: str) -> pymorphy2.analyzer.Parse:
if self.morph is None:
self.morph = pymorphy2.MorphAnalyzer()
return self.morph.parse(word)[0]
def try_inflect(self, word: str, tag: str) -> str:
try:
return self.parse_morph(word).inflect({tag}).word
except:
return word
def inflect_like(self, original_word: str, inflect_word: str) -> str:
tag = self.parse_morph(original_word).tag
inflect_word = self.try_inflect(inflect_word, tag.gender)
inflect_word = self.try_inflect(inflect_word, tag.number)
inflect_word = self.try_inflect(inflect_word, tag.case)
return inflect_word
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,093
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task17.py
|
import numpy as np
from lib.task import Task, Task17
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.classifier import LgbClassifier, CtbClassifier
from typing import List, Set, Tuple, Optional
class Task17Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None):
if bert is not None:
self.bert = bert
else:
self.bert = Bert()
self.model = LgbClassifier('task17')
# self.model = CtbClassifier('task17')
def get_task_type(self) -> str:
return Task.TYPE_17
def solve(self, task: Task17) -> List[str]:
X, _ = self.get_Xy([task])
preds = self.model.predict(X)[:, 1]
return [str(i + 1) for i, score in enumerate(preds) if preds[i] > 0.5]
def train(self, tasks: List[Task17], save: bool = True):
X, y = self.get_Xy(tasks)
self.model.train(X, y)
if save:
self.model.save()
def get_Xy(self, tasks: List[Task17]) -> Tuple[np.array, Optional[np.array]]:
X = []
y = []
for task in tasks:
emb = self.bert.eval(task.sentence)
token_positions = self.__get_token_positions(emb.token_ids, task.mask)
token_embeddings = emb.get_token_embeddings(token_positions)
# scores = self.get_comma_scores(task)
for i, token_embedding in enumerate(token_embeddings):
X.append(np.concatenate((
token_embedding,
# np.array(scores[i]),
)))
if y is not None and task.labels is not None:
y.append(task.labels[i])
else:
y = None
if y is not None:
y = np.array(y)
return np.array(X), y
def __get_token_positions(self, token_ids: np.array, mask: List[bool]) -> List[int]:
mask_num = 0
token_positions = []
for i, token_id in enumerate(token_ids):
if token_id == 128:
if mask[mask_num]:
token_positions.append(i)
mask_num += 1
if len(mask) < mask_num:
break
return token_positions
def nth_repl(self, s, sub, repl, nth):
find = s.find(sub)
# if find is not p1 we have found at least one match for the substring
i = find != -1
# loop util we find the nth or we find no match
while find != -1 and i != nth:
# find + 1 means we start at the last match start index + 1
find = s.find(sub, find + 1)
i += 1
# if i is equal to nth we found nth matches so replace
if i == nth:
return s[:find] + repl + s[find + len(sub):]
return s
def get_comma_scores(self, task):
n = 0
scores = []
for mask in task.mask:
n += 1
if not mask:
continue
text = self.nth_repl(task.sentence, ',', ' [MASK] ', n)
score = self.bert.get_word_in_text_scores(text, ',')
scores.append(score)
return scores
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,094
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task16.py
|
import numpy as np
from lib.task import Task, Task16
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from typing import List, Optional
class Task16Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
def get_task_type(self) -> str:
return Task.TYPE_16
def solve(self, task: Task16) -> List[str]:
scores = np.array([self.get_one_comma_score(line) for line in task.lines])
return [str(i + 1) for i in np.argsort(-scores)[:task.num_choices]]
def get_one_comma_score(self, text: str) -> float:
words = text.split(' ')
scores = []
num_commas = 0
for i in range(1, len(words)):
candidate = ' '.join(words[:i]) + ' [MASK] ' + ' '.join(words[i:])
score = self.bert.get_word_in_text_scores(candidate, ',')[0]
if score > 0.95:
num_commas += 1
scores.append(score)
max_score = max(scores)
if num_commas == 0:
return max_score
elif num_commas == 1:
return 1.0 + max_score
else:
return 0.0
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,095
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task08.py
|
from lib.task.base import Task, MatchingTask
from typing import Dict, List
class Task08(MatchingTask):
CLASSES = {
'error_connection подлежащим и сказуемым': 0,
'error_form сущ': 1,
'error_other': 2,
'error_struct деепричастным оборотом': 3,
'error_struct косвенной речью': 4,
'error_struct несогласованным приложением': 5,
'error_struct однородными членами': 6,
'error_struct причастным оборотом': 7,
'error_struct сложного предложения': 8,
'error_time глагольных форм': 9,
# 'correct': 10,
}
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_08
self.left_labels: Dict[str, int] = {l['id']: self.get_left_class(l['text']) for l in self.left}
def get_left_class(self, text: str) -> int:
error_types = {
'нарушение в построении предложения с': 'error_struct',
'нарушение в построении': 'error_struct',
'неправильное построение предложения с': 'error_struct',
'ошибка в построении предложения с': 'error_struct',
'нарушение в предложении с': 'error_struct',
'неправильное построение': 'error_struct',
'ошибка в построении': 'error_struct',
'нарушение построения предложения с': 'error_struct',
'неверный выбор падежной формы': 'error_form',
'неверный выбор предложно-падежной формы': 'error_form',
'неправильное употребление падежной формы': 'error_form',
'неправильный выбор падежной формы': 'error_form',
'неправильный выбор предложно-падежной формы': 'error_form',
'нарушение видо-временной соотнесённости': 'error_time',
'нарушение видовременной соотнесённости': 'error_time',
'нарушение временной соотнесённости': 'error_time',
'нарушение связи между': 'error_connection',
}
error_replaces = {
'error_form': {
'имени существительного': 'сущ',
'имени существительного с предлогом': 'сущ',
'существительного': 'сущ',
'существительного с предлогом': 'сущ',
'сущ с предлогом': 'сущ',
},
'error_struct': {
'однородными членами предложения': 'однородными членами',
'сложноподчинённого предложения': 'сложного предложения',
}
}
text = text.lower().strip('. ')
for e, r in error_types.items():
text = text.replace(e, r)
for error_type, replaces in error_replaces.items():
for replace_from, replace_to in replaces.items():
text = text.replace(replace_from, replace_to)
if 'error' not in text or text not in self.CLASSES:
text = 'error_other'
return self.CLASSES[text]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,096
|
tyz910/aij-2019
|
refs/heads/master
|
/dev/validate.py
|
import sys
sys.path.append('..')
import json
from lib.ololosh import OloloshAI
from lib.task import create_tasks, Task1Task
ai = OloloshAI()
#exam_path = 'var/data/check/test_05.json'
#exam_path = 'var/data/yandex/04-stress.json'
exam_path = 'var/data/yandex/01-task.json'
with open(exam_path) as fin:
exam = json.load(fin)
tasks = create_tasks(exam['tasks'])
answers = ai.solve(tasks)
score = 0
max_score = 0
for task in tasks:
if not isinstance(task, Task1Task):
print(task)
print('FAIL!!!')
exit(1)
answer = answers[task.id]
score += task.get_score(answer)
max_score += task.score
print('===========================')
print(task.id)
print(task.text[:100])
print(task.answer)
print(answer)
print()
print(f'Score: {score} / {max_score}')
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,097
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task04.py
|
from lib.task.base import Task, TextTask
from typing import Dict, List, Tuple
class Task04(TextTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_04
self.words: List[Tuple[str, int]] = []
for line in self.text.split('\n'):
line = line.strip()
if len(line.split(' ')) == 1:
stresses = [i for i, c in enumerate(line) if c.isupper()]
if len(stresses) == 1:
self.words.append((line.lower(), stresses[0]))
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,098
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/sentence_encoder.py
|
import numpy as np
import warnings
from sklearn.metrics.pairwise import cosine_similarity
from typing import Optional, Sequence
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
import tensorflow as tf
import tensorflow_hub as hub
import tf_sentencepiece
class SentenceEncoder:
def __init__(self):
self.session: Optional[tf.Session] = None
self.embedded_text: Optional[tf.Tensor] = None
self.text_input: Optional[tf.Tensor] = None
def encode(self, sentences: Sequence[str]) -> np.array:
if self.session is None:
self.__session_init()
return self.session.run(self.embedded_text, feed_dict={self.text_input: sentences})
def get_similarity(self, sentence_a: str, sentence_b: str) -> np.array:
emb = self.encode([sentence_a, sentence_b])
return cosine_similarity([emb[0]], [emb[1]])[0]
def __session_init(self):
g = tf.Graph()
with g.as_default():
text_input = tf.placeholder(dtype=tf.string, shape=[None])
embed = hub.Module("https://tfhub.dev/google/universal-sentence-encoder-multilingual/1")
embedded_text = embed(text_input)
init_op = tf.group([tf.global_variables_initializer(), tf.tables_initializer()])
g.finalize()
session = tf.Session(graph=g)
session.run(init_op)
self.session = session
self.embedded_text = embedded_text
self.text_input = text_input
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,099
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task24.py
|
from lib.task.base import Task, TextTask
from typing import Dict, List
class Task24(TextTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_24
self.lines: List[str] = self.get_numbered_lines(blacklist=[
'из предложений',
'из предложения',
'прочитайте текст'
])
self.question_text: str = self.remove_numbered_lines(self.lines)
self.lines[-1] = self.split_lines(self.lines[-1])[0]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,100
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver22.py
|
import operator
import random
import re
from sklearn.metrics.pairwise import cosine_similarity
from lib.sberbank.solvers.utils import BertEmbedder
class Solver(BertEmbedder):
def __init__(self, seed=42):
super(Solver, self).__init__()
self.seed = seed
self.init_seed()
self.has_model = True
def init_seed(self):
random.seed(self.seed)
def compare_text_with_variants(self, text, variants, label, num=2):
text_choices = [re.sub("[0-9]\\)\s?", "", choice["text"]) for choice in variants ]
# CHECK MAX OF TEXT TO EMBEDDER
# token_list = self.tokenizer.tokenize("[CLS] " + text + " [SEP]")
# ending = " ".join(token_list[:512][-5:]).replace(" ##", "").replace('##', "")
# text = "".join(text.split(ending)[0])
text_vector = self.sentence_embedding([text[:1100]])
variant_vectors = self.sentence_embedding(text_choices)
predictions = {}
i = 0
for j in variant_vectors:
sim = cosine_similarity(text_vector[0].reshape(1, -1), j.reshape(1, -1)).flatten()[0]
predictions[i] = sim
i += 1
if label == 'pro':
indexes = sorted(predictions.items(), key=operator.itemgetter(1), reverse=True)[:num]
else:
indexes = sorted(predictions.items(), key=operator.itemgetter(1), reverse=True)[-num:]
return sorted([str(i[0] + 1) for i in indexes])
def fit(self, tasks):
pass
def load(self, path='data/models/solver22.pkl'):
pass
def save(self, path='data/models/solver22.pkl'):
pass
def parse_task(self, task):
assert task["question"]["type"] == "multiple_choice"
choices = task["question"]["choices"]
description = task["text"]
label = "pro" # against
if "противоречат" in description:
label = "against"
elif "не соответствуют" in description:
label = "against"
bad_strings = ["Какие из высказываний соответствуют содержанию текста?",
"Какие из высказываний не соответствуют содержанию текста?",
"Укажите номера ответов.", "Какие из высказываний противоречат содержанию текста?"
"Источник текста не определён."]
if "(1)" in description:
text = "(1)" + " ".join(description.split("(1)")[1:])
else:
text = "(1)" + " ".join(description.split("1)")[1:])
for bad in bad_strings:
text = re.sub(bad, "", text)
return text, choices, label
def predict(self, task):
if not self.has_model:
return self.predict_random(task)
else:
return self.predict_from_model(task)
def predict_from_model(self, task):
text, choices, label = self.parse_task(task)
result = self.compare_text_with_variants(text, choices, label)
return result
def predict_random(self, task):
choices = task["question"]["choices"]
pred = []
for _ in range(random.choice([2, 3])):
choice = random.choice(choices)
pred.append(choice["id"])
choices.remove(choice)
return pred
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,101
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task07.py
|
import re
from nltk.tokenize import word_tokenize
from lib.task import Task, Task07
from lib.solver.base import BaseSolver
from lib.util.speller import Speller
from typing import List, Tuple, Optional
class Task07Solver(BaseSolver):
SUFFIX_STRIP = ['ов', 'нул']
NUMR_WORDS = {
'ст': 'ста',
'дв': 'двести',
'тр': 'триста',
'че': 'четыреста',
'пя': 'пятьсот',
'ше': 'шестьсот',
'се': 'семьсот',
'во': 'восемьсот',
'девять': 'девятьсот',
'по': 'полтораста',
'девяно': 'девяносто',
}
VOCAB_WORDS = {
'ихний': 'их',
'ихние': 'их',
'езжай': 'поезжай',
'недры': 'недра',
'тюлью': 'тюлем',
'махает': 'машет',
'здоровше': 'здоровее',
'кренделя': 'крендели',
'ездиют': 'ездят',
'поклади': 'положи',
'ехайте': 'поезжайте',
'съездиет': 'съездит',
'повидлой': 'повидлом',
'попробоваем': 'попробуем',
'зажгешь': 'зажжешь',
'испекёт': 'испечёт',
}
PLUR_WORDS = {
"инструктора": "инструкторы",
"редактора": "редакторы",
"ректора": "ректоры",
"конструктора": "конструкторы",
"прожектора": "прожекторы",
"сектора": "секторы",
"инженера": "инженеры",
"шофёра": "шофёры",
"бухгалтера": "бухгалтеры",
"диспетчера": "диспетчеры",
"договора": "договоры",
"приговора": "приговоры",
"плейера": "плейеры",
"драйвера": "драйверы",
"принтера": "принтеры",
"возраста": "возрасты",
"крема": "кремы",
"супа": "супы",
"грунта": "грунты",
"лифта": "лифты",
"порта": "порты",
"склада": "склады",
"торта": "торты",
"флота": "флоты",
"фронта": "фронты",
"штаба": "штабы",
"штурмана": "штурманы",
"директоры": "директора",
"профессоры": "профессора",
"инспекторы": "инспектора",
"докторы": "доктора",
"катеры": "катера",
"ордеры": "ордера",
"теноры": "тенора",
"фельдшеры": "фельдшера",
"флюгеры": "флюгера",
"хуторы": "хутора",
"шулеры": "шулера",
"буферы": "буфера",
"вееры": "веера",
"буеры": "буера",
"повары": "повара",
"шомполы": "шомпола",
"колоколы": "колокола",
"куполы": "купола",
"адресы": "адреса",
"борты": "борта",
"желобы": "желоба",
"жемчуги": "жемчуга",
"жерновы": "жернова",
"кузовы": "кузова",
"окороки": "окорока",
"округи": "округа",
"островы": "острова",
"отпуски": "отпуска",
"парусы": "паруса",
"паспорты": "паспорта",
"погребы": "погреба",
"потрохи": "потроха",
"стоги": "стога",
"сорты": "сорта",
"сторожи": "сторожа",
"тетеревы": "тетерева",
"черепы": "черепа",
"апельсин": "апельсинов",
"банан": "бананов",
"огурец": "огурцов",
"томат": "томатов",
"помидор": "помидоров",
"гранат": "гранатов",
"абрикос": "абрикосов",
"ананас": "ананасов",
"лимон": "лимонов",
"мандарин": "мандаринов",
"баклажан": "баклажанов",
"казах": "казахов",
"калмык": "калмыков",
"киргиз": "киргизов",
"монгол": "монголов",
"семит": "семитов",
"таджик": "таджиков",
"тунгус": "тунгусов",
"узбек": "узбеков",
"хорват": "хорватов",
"якут": "якутов",
"носок": "носков",
"гольф": "гольфов",
"рельс": "рельсов",
"бронх": "бронхов",
"джинс": "джинсов",
"кед": "кедов",
"дебат": "дебатов",
"заморозок": "заморозков",
"кулуар": "кулуаров",
"мускул": "мускулов",
"нард": "нардов",
"очисток": "очистков",
"сот": "сотов",
"чипс": "чипсов",
"нерв": "нервов",
"болотец": "болотцев",
"кружевец": "кружевцев",
"деревец": "деревцев",
"оконецв": "оконцев",
"блюдцев": "блюдец",
"заркальцев": "зеркалец",
"копытцев": "копытец",
"одеяльцев": "одеялец",
"полотенцев": "полотенец",
"сердцев": "сердец",
"солнцев": "солнц",
"ботинков": "ботинок",
"чулков": "чулок",
"шароваров": "шаровар",
"шортов": "шорт",
"сапогов": "сапог",
"тапков": "тапок",
"бахилов": "бахил",
"бутсов": "бутс",
"валенков": "валенок",
"манжетов": "манжет",
"гуляньев": "гуляний",
"застольев": "застолий",
"кушаньев": "кушаний",
"надгробьев": "надгробий",
"новосельев": "новоселий",
"ожерельев": "ожерелий",
"раздумьев": "раздумий",
"сидениев": "сидений",
"снадобиев": "снадобий",
"соленьев": "солений",
"ущельев": "ущелий",
}
def __init__(self, speller: Optional[Speller] = None):
if speller is None:
speller = Speller()
self.speller: Speller = speller
def get_task_type(self) -> str:
return Task.TYPE_07
def solve(self, task: Task07) -> str:
lines = task.lines
lines, answer = self.solve_vocab(lines)
if answer is not None:
return answer
lines, answer = self.solve_ann(lines)
if answer is not None:
return answer
lines, answer = self.solve_suffix_strip(lines)
if answer is not None:
return answer
lines, answer = self.solve_two(lines)
if answer is not None:
return answer
lines, answer = self.solve_numr(lines)
if answer is not None:
return answer
lines, answer = self.solve_more(lines)
if answer is not None:
return answer
lines, answer = self.solve_plur(lines)
if answer is not None:
return answer
return ''
def solve_more(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
filtered_lines = []
for line in lines:
match = re.search(r'более\s([а-яё]+)ее([^а-яё]+|$)', line.lower())
if match is not None:
return lines, match.group(1) + 'о'
match = re.search(r'более\s([а-яё]+(ейш|айш)[а-яё]+)', line.lower())
if match is not None:
return lines, match.group(1)
if 'более' not in line:
filtered_lines.append(line)
return filtered_lines, None
def solve_ann(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
for line in lines:
match = re.search(r'(обгрызанн[а-я]+)', line.lower())
if match is not None:
return lines, match.group(1).replace('обгрызанн', 'обгрызенн')
return lines, None
def solve_vocab(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
for line in lines:
for word, correct in self.VOCAB_WORDS.items():
for line_word in word_tokenize(line.lower()):
if word == line_word:
return lines, correct
return lines, None
def solve_plur(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
for line in lines:
for word, correct in self.PLUR_WORDS.items():
for line_word in word_tokenize(line.lower()):
if word == line_word:
return lines, correct
return lines, None
def solve_suffix_strip(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
for line in lines:
for suffix in self.SUFFIX_STRIP:
match = re.search(r'([а-яё]+)(' + re.escape(suffix) + r')(\s|$)', line.lower())
if match is not None:
word = match.group(0).strip()
if not self.speller.is_known(word):
word_no_suffix = match.group(1).strip()
if self.speller.is_known(word_no_suffix):
return lines, word_no_suffix
return lines, None
def solve_two(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
filtered_lines = []
for line in lines:
match = re.search(r'(обоих|обеих|обоим|обеим)\s', line.lower())
if match is not None:
word = match.group(0).strip()
word_morph = self.speller.parse_morph(word)
next_word = line.lower().split(word)[1]
next_word_morph = self.speller.parse_morph(next_word)
if 'masc' in next_word_morph.tag and 'masc' not in word_morph.tag:
return filtered_lines, self.speller.parse_morph('оба').inflect({next_word_morph.tag.case}).word
if 'femn' in next_word_morph.tag and 'femn' not in word_morph.tag:
return filtered_lines, self.speller.parse_morph('обе').inflect({next_word_morph.tag.case}).word
else:
filtered_lines.append(line)
return filtered_lines, None
def solve_numr(self, lines: List[str]) -> Tuple[List[str], Optional[str]]:
filtered_lines = []
for line in lines:
match = re.search(r'[а-я]*(ста|стах|стами|стам|сот|сотым)\s', line.lower())
if match is not None:
word = match.group(0).strip()
normal_form = ''
for start, numr in self.NUMR_WORDS.items():
if word.startswith(start):
normal_form = numr
break
if 'NUMR' not in self.speller.parse_morph(word).tag:
next_word = line.lower().split(word)[1]
next_word_case = self.speller.parse_morph(next_word).tag.case
correct_word = self.speller.parse_morph(normal_form).inflect({next_word_case}).word
return filtered_lines, correct_word
else:
filtered_lines.append(line)
return filtered_lines, None
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,102
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/bert.py
|
import os
import torch
import numpy as np
from sklearn.metrics.pairwise import cosine_similarity
from pytorch_transformers import BertConfig, BertModel, BertForMaskedLM, BertTokenizer
from typing import List, Tuple, Optional
class BertOutput:
def __init__(self, token_ids: np.array, clf: np.array, token_embeddings: np.array):
self.token_ids: np.array = token_ids
self.clf: np.array = clf
self.token_embeddings: np.array = token_embeddings
self.sentence_embeddings: Optional[np.array] = None
def get_clf_output(self) -> np.array:
return self.clf
def get_token_embeddings(self, token_positions: List[int], num_layers: int = 4, pool_mean: bool = False) -> np.array:
emb = np.hstack(self.token_embeddings[-num_layers:, token_positions, :])
if pool_mean:
emb = np.mean(emb, axis=0)
return emb
def get_sentence_embeddings(self) -> np.array:
if self.sentence_embeddings is None:
self.sentence_embeddings = np.mean(self.token_embeddings, axis=1)
return self.sentence_embeddings
def get_similarity(self, other: 'BertOutput') -> np.array:
self_embeddings = self.get_sentence_embeddings()
other_embeddings = other.get_sentence_embeddings()
return np.array([
cosine_similarity([self_embeddings[i]], [other_embeddings[i]])[0, 0] for i, _ in enumerate(self_embeddings)
])
class Bert:
def __init__(self):
model_dir = '/var/model/bert'
if not os.path.isdir(model_dir):
model_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model/bert')
self.use_gpu: bool = torch.cuda.is_available()
self.config: BertConfig = BertConfig.from_json_file(model_dir + '/config.json')
self.tokenizer: BertTokenizer = BertTokenizer.from_pretrained(model_dir + '/vocab.txt', do_lower_case=False)
self.model_masked: BertForMaskedLM = BertForMaskedLM.from_pretrained(model_dir + '/model.bin', config=self.config)
self.model: BertModel = self.model_masked.bert
# freeze bert encoder
for param in self.model.parameters():
param.requires_grad = False
for param in self.model_masked.parameters():
param.requires_grad = False
self.model.encoder.output_hidden_states = True
self.model.eval()
self.model_masked.eval()
if self.use_gpu:
self.model.cuda()
self.model_masked.cuda()
def eval(self, sentence_a: str, sentence_b: Optional[str] = None) -> BertOutput:
token_ids, token_type_ids = self.tokenize(sentence_a, sentence_b)
if self.use_gpu:
token_ids, token_type_ids = token_ids.cuda(), token_type_ids.cuda()
_, clf, encoded_layers = self.model(token_ids, token_type_ids)
token_embeddings = []
for layer in encoded_layers:
token_embeddings.append(layer.cpu().numpy()[0])
return BertOutput(
token_ids.cpu().numpy()[0],
clf.cpu().numpy()[0],
np.array(token_embeddings)
)
def tokenize(self, sentence_a: str, sentence_b: Optional[str] = None) -> Tuple[torch.Tensor, torch.Tensor]:
t = self.tokenizer
tokens_a = [t.cls_token] + t.tokenize(sentence_a) + [t.sep_token]
token_type_ids = [0] * len(tokens_a)
if sentence_b is not None:
tokens_b = t.tokenize(sentence_b) + [t.sep_token]
token_type_ids += [1] * len(tokens_b)
else:
tokens_b = []
token_ids = t.convert_tokens_to_ids(tokens_a + tokens_b)
return torch.tensor([token_ids[:512]]), torch.tensor([token_type_ids[:512]])
def get_token_positions(self, sentence: str, word: str) -> List[int]:
start_idx = len(self.tokenizer.tokenize(sentence.split(word)[0]))
end_idx = start_idx + len(self.tokenizer.tokenize(word))
return list(range(start_idx, end_idx))
def predict_masked_token(self, text: str, num_words: int = 10) -> List[str]:
tokens = self.tokenizer.tokenize(text)
token_ids = self.tokenizer.convert_tokens_to_ids(tokens)
segments_ids = [0] * len(tokens)
tokens_tensor = torch.tensor([token_ids[:512]])
segments_tensors = torch.tensor([segments_ids[:512]])
if self.use_gpu:
tokens_tensor, segments_tensors = tokens_tensor.cuda(), segments_tensors.cuda()
predictions = self.model_masked(tokens_tensor, segments_tensors)
masked_index = tokens.index('[MASK]')
tokens_idx = torch.argsort(predictions[0][0][masked_index])[-num_words:].cpu().numpy()
return self.tokenizer.convert_ids_to_tokens(np.flip(tokens_idx))
def get_word_in_text_scores(self, text: str, word: str) -> np.array:
word_tokens = self.tokenizer.convert_tokens_to_ids(self.tokenizer.tokenize(word))
text = '[CLS] ' + text + ' [SEP]'
text = text.replace('[MASK]', '[MASK]' * len(word_tokens))
tokens = self.tokenizer.tokenize(text)
token_ids = self.tokenizer.convert_tokens_to_ids(tokens)
segments_ids = [0] * len(tokens)
tokens_tensor = torch.tensor([token_ids[:512]])
segments_tensors = torch.tensor([segments_ids[:512]])
if self.use_gpu:
tokens_tensor, segments_tensors = tokens_tensor.cuda(), segments_tensors.cuda()
predictions = self.model_masked(tokens_tensor, segments_tensors)
mask_idx = tokens.index('[MASK]')
scores = []
for token in word_tokens:
scores.append(torch.nn.functional.softmax(predictions[0][0][mask_idx])[token].item())
mask_idx += 1
return np.array(scores)
def get_replace_proba(self, text: str, original_word: str, replace_word: str) -> float:
text = text.replace(original_word, '[MASK]')
proba_original = self.get_word_in_text_scores(text, original_word)
proba_replace = self.get_word_in_text_scores(text, replace_word)
for proba1, proba2 in zip(proba_original, proba_replace):
if proba1 != proba2:
return proba2 / proba1
return 0.0
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,103
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/task/task25.py
|
import re
from lib.task.base import Task, MultipleChoiceTask
from typing import Dict, List, Optional, Tuple
class Task25(MultipleChoiceTask):
def __init__(self, data: Dict):
super().__init__(data)
self.type = Task.TYPE_25
self.lines: List[str] = self.get_numbered_lines(blacklist=[
'среди предложений',
'прочитайте текст',
])
self.question_text: str = self.remove_numbered_lines(self.lines)
last_parts = self.split_lines(self.lines[-1])
self.lines[-1] = last_parts[0]
if len(last_parts) > 1:
self.question_text += ' '.join(last_parts[1:])
self.line_range: Optional[Tuple[int, int]] = None
search_range = re.findall(r'предложений\s([0-9]{1,2})[-–−—]([0-9]{1,2})', self.question_text)
if len(search_range) == 1:
self.line_range = (int(search_range[0][0]), int(search_range[0][1]))
self.connection_features: List[int] = [
int('личного' in self.question_text),
int('притяжательного' in self.question_text),
int('указательного' in self.question_text),
int('определительного' in self.question_text),
int('местоимения' in self.question_text or 'местоимений' in self.question_text),
int('местоименного' in self.question_text),
int('наречия' in self.question_text),
int('усилительной' in self.question_text),
int('указательной' in self.question_text),
int('частицы' in self.question_text),
int('однокоренных' in self.question_text),
int('форм' in self.question_text),
int('противительного' in self.question_text),
int('сочинительного' in self.question_text),
int('союза' in self.question_text),
int('лексического повтора' in self.question_text),
int('синоним' in self.question_text),
]
self.line_pairs: List[Tuple[str, str]] = []
if self.line_range is not None and len(self.lines) >= self.line_range[1]:
for i in range(self.line_range[0] - 1, self.line_range[1]):
self.line_pairs.append((self.lines[i - 1], self.lines[i]))
if self.answer:
if len(self.answer) > 1:
fixed_answer = []
if 'Мой отец и исправник были поражены' in self.text:
return
while len(self.answer) > 0:
if int(self.answer[0]) < self.line_range[1]:
fixed_answer.append(''.join(self.answer[:2]))
self.answer = self.answer[2:]
else:
fixed_answer.append(self.answer[0])
self.answer = self.answer[1:]
self.answer = fixed_answer
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,104
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task05.py
|
import os
import pickle
from lib.task import Task, Task05
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.speller import Speller
from typing import Optional, Any, Dict
class Task05Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None, speller: Optional[Speller] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
if speller is None:
speller = Speller()
self.speller: Speller = speller
model_dir = os.path.abspath(os.path.dirname(__file__) + '/../../var/model')
with open(model_dir + '/paronyms.pickle', 'rb') as f:
self.paronyms: Dict[str, str] = pickle.load(f)
def get_task_type(self) -> str:
return Task.TYPE_05
def solve(self, task: Task05) -> Any:
best_replace_proba = 0
best_replace = ''
for line, word in task.variants:
word_morph = self.speller.parse_morph(word)
if word_morph.normal_form in self.paronyms:
paronym_word = self.speller.inflect_like(word, self.paronyms[word_morph.normal_form])
replace_proba = self.bert.get_replace_proba(line, word, paronym_word)
if replace_proba > best_replace_proba:
best_replace_proba = replace_proba
best_replace = paronym_word
return best_replace
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,105
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/util/ner.py
|
from deeppavlov import build_model, configs
class NER:
def __init__(self):
self.model = None
def get_name(self, text: str) -> str:
if self.model is None:
self.model = build_model(configs.ner.ner_rus, download=False)
ner_result = self.model([text])
name_tokens = []
for token, token_type in zip(ner_result[0][0], ner_result[1][0]):
if token_type in ['B-PER', 'I-PER']:
name_tokens.append(token)
elif len(name_tokens) > 0:
break
return ' '.join(name_tokens[-3:])
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,106
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/dummy.py
|
from lib.task import Task
from lib.solver.base import BaseSolver
from typing import List, Dict, Any
class DummySolver(BaseSolver):
def get_task_type(self) -> str:
return Task.TYPE_UNKNOWN
def solve(self, task: Task) -> Any:
question = task.data['question']
if question['type'] == 'choice':
answer = question['choices'][0]['id']
elif question['type'] == 'multiple_choice':
answer = [choice['id'] for choice in question['choices']][:3]
elif question['type'] == 'matching':
answer = {left['id']: choice['id'] for left, choice in zip(question['left'], question['choices'])}
elif question['type'] == 'text':
if question.get('restriction') == 'word':
words = [word for word in task.data['text'].split() if len(word) > 1]
answer = words[0]
else:
# random text generated with https://fish-text.ru
answer = (
'Для современного мира реализация намеченных плановых заданий позволяет '
'выполнить важные задания по разработке новых принципов формирования '
'материально-технической и кадровой базы. Господа, реализация намеченных '
'плановых заданий играет определяющее значение для модели развития. '
'Сложно сказать, почему сделанные на базе интернет-аналитики выводы призывают '
'нас к новым свершениям, которые, в свою очередь, должны быть в равной степени '
'предоставлены сами себе. Ясность нашей позиции очевидна: базовый вектор '
'развития однозначно фиксирует необходимость существующих финансовых и '
'административных условий.'
)
else:
raise RuntimeError('Unknown question type: {}'.format(question['type']))
return answer
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,107
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver17.py
|
import re
import pymorphy2
from catboost import CatBoostClassifier
from sklearn.model_selection import train_test_split
from lib.sberbank.solvers.utils import AbstractSolver
import joblib
class Solver(AbstractSolver):
def __init__(self, seed=42, train_size=0.85):
self.has_model = False
self.is_train_task = False
self.morph = pymorphy2.MorphAnalyzer()
self.pos2n = {None: 0}
self.n2pos = [None, ]
self.train_size = train_size
self.seed = seed
self.model = CatBoostClassifier(loss_function="Logloss",
eval_metric='Accuracy',
use_best_model=True, random_seed=self.seed)
super().__init__(seed)
def get_placeholder(self, token):
if len(token) < 5 and token[0] == '(' and token[-1] == ')':
return token[1:-1]
return ''
def save(self, path="data/models/solver17.pkl"):
joblib.dump(self.model, path)
def load(self, path="data/models/solver17.pkl"):
self.model = joblib.load(path)
def get_target(self, task):
if 'solution' not in task:
return []
y_true = task['solution']['correct_variants'] if 'correct_variants' in task['solution'] \
else [task['solution']['correct']]
return list(y_true[0])
def clear_token(self, token):
for char in '?.!/;:':
token = token.replace(char, '')
return token
def get_feat(self, token):
if self.get_placeholder(token):
return 'PHDR'
else:
p = self.morph.parse(self.clear_token(token))[0]
return str(p.tag.POS)
def encode_feats(self, feats):
res = []
for feat in feats:
if feat not in self.pos2n and self.is_train_task:
self.pos2n[feat] = len(self.pos2n)
self.n2pos.append(feat)
elif feat not in self.pos2n:
feat = None
res.append(self.pos2n[feat])
return res
def correct_spaces(self, text):
text = re.sub(r'(\(\d\))', r' \1 ', text)
text = re.sub(r' *', r' ', text)
return text
def parse_task(self, task):
feat_ids = [-3, -2, -1, 1, 2, 3]
tokens = self.correct_spaces(task['text']).split()
targets = self.get_target(task)
X, y = [], []
for i, token in enumerate(tokens):
placeholder = self.get_placeholder(token)
if not placeholder:
continue
if placeholder in targets:
y.append(1)
else:
y.append(0)
feats = []
for feat_idx in feat_ids:
if i + feat_idx < 0 or i + feat_idx >= len(tokens):
feats.append('PAD')
else:
feats.append(self.get_feat(tokens[i + feat_idx]))
X.append(self.encode_feats(feats))
return X, y
def fit(self, tasks):
self.is_train_task = True
X, y = [], []
for task in tasks:
task_x, task_y = self.parse_task(task)
X += task_x
y += task_y
X_train, X_dev, Y_train, Y_dev = train_test_split(X, y, shuffle=True,
train_size=self.train_size, random_state=self.seed)
cat_features = [0, 1, 2, 3, 4, 5]
self.model = self.model.fit(X_train, Y_train, cat_features, eval_set=(X_dev, Y_dev))
self.has_model = True
def predict_from_model(self, task):
self.is_train_task = False
X, y = self.parse_task(task)
pred = self.model.predict(X)
pred = [str(i+1) for i, p in enumerate(pred) if p >= 0.5]
return pred if pred else ["1"]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,108
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/zero.py
|
from lib.task import Task
from lib.solver.base import BaseSolver
from lib.solver.sberbank import SberbankSolver
from typing import List, Dict, Any
class ZeroSolver(BaseSolver):
def get_task_type(self) -> str:
return Task.TYPE_UNKNOWN
def solve(self, task: Task) -> Any:
question = task.data['question']
if question['type'] == 'choice':
answer = 'UNK'
elif question['type'] == 'multiple_choice':
answer = ['UNK']
elif question['type'] == 'matching':
answer = {left['id']: 'UNK' for left in question['left']}
elif question['type'] == 'text':
answer = 'UNK'
else:
raise RuntimeError('Unknown question type: {}'.format(question['type']))
return answer
class ZeroSberbankSolver(BaseSolver):
def __init__(self, task_types: List[type]):
self.task_types: List[type] = task_types
self.zero: ZeroSolver = ZeroSolver()
self.sberbank: SberbankSolver = SberbankSolver()
def get_task_type(self) -> str:
return Task.TYPE_UNKNOWN
def solve(self, task: Task) -> Any:
for task_type in self.task_types:
if isinstance(task, task_type):
return self.sberbank.solve(task)
return self.zero.solve(task)
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,109
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/debug_esse.py
|
from lib.sberbank.solvers.solver27 import Solver
solver = Solver(is_load=False)
solver.fit()
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,110
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/sberbank/solvers/solver26.py
|
import random
import re
import time
import joblib
import numpy as np
from nltk.tokenize import sent_tokenize
from sklearn.linear_model import LogisticRegression
from sklearn.preprocessing import LabelEncoder
from lib.sberbank.solvers.utils import BertEmbedder
from lib.sberbank.utils import read_config, sber_path
class Solver(BertEmbedder):
def __init__(self, seed=42):
super(Solver, self).__init__()
self.seed = seed
self.init_seed()
self.model_config = sber_path('/var/sberbank/models/model_26.json')
self.config = read_config(self.model_config)
self.unified_substrings = self.config["unified_substrings"]
self.replacements = self.config["replacements"]
self.duplicates = self.config["duplicates"]
self.classifier = LogisticRegression(verbose=10)
self.label_encoder = LabelEncoder()
def init_seed(self):
return random.seed(self.seed)
def predict_from_model(self, task):
decisions, phrases = dict(), self.extract_phrases(task)
used_answers, choices = set(), [self.unify_type(choice["text"]) for choice in task["question"]["choices"]]
for letter in "ABCD":
if len(phrases[letter]) == 0:
decisions[letter] = "1"
else:
embedding = np.mean(np.vstack(self.sentence_embedding(phrases[letter])), 0)
proba = self.classifier.predict_proba(embedding.reshape((1, -1)))[0]
options = list(self.label_encoder.inverse_transform(np.argsort(proba)))[::-1]
try:
answer = next(option for option in options if option in choices and option not in used_answers)
except StopIteration:
decisions[letter] = "1"
continue
used_answers.add(answer)
answer_id = str(choices.index(answer) + 1)
decisions[letter] = answer_id
return decisions
def unify_type(self, type_):
type_ = re.split(r"\s", type_, 1)[-1]
type_ = type_.strip(" \t\n\v\f\r-–—−()").replace("и ", "")
for key, value in self.unified_substrings.items():
if key in type_:
return value
for key, value in self.replacements.items():
type_ = re.sub(key + r"\b", value, type_)
for duplicate_list in self.duplicates:
if type_ in duplicate_list:
return duplicate_list[0]
return type_
@staticmethod
def get_sent_num(sent: str):
match = re.search(r"\(([\dЗбOО]{1,2})\)", sent)
if match:
num = match.group(1)
table = str.maketrans("ЗбОO", "3600")
num = num.translate(table)
num = int(num)
return num
match = re.search(r"([\dЗбOО]{1,2})\)", sent)
if match:
num = match.group(1)
table = str.maketrans("ЗбОO", "3600")
num = num.translate(table)
num = int(num)
return num
def extract_phrases(self, task):
result, text = {key: list() for key in "ABCD"}, task["text"]
text = text.replace("\xa0", " ")
citations = [sent for sent in sent_tokenize(text.split("Список терминов")[0])
if re.search(r"\([А-Г]\)|\(?[А-Г]\)?_{2,}", sent)]
text = [x for x in re.split(r"[АA]БВГ\.?\s*", text) if x != ""][-1]
text = re.sub(r"(\([\dЗбOО]{1,2}\))", r" \1 ", text)
sents = sent_tokenize(text)
sents = [x.strip() for sent in sents for x in re.split(r"…|\.\.\.", sent)]
sents = [x.strip() for sent in sents for x in re.split(" (?=\([\dЗбОO])", sent)]
sents = [sent for sent in sents if re.match(r"\s*\(?[\dЗбОO]{1,2}\)", sent)]
assert all(re.search(r"\({}\)|\(?{}\)?_{2,}".replace("{}", letter), ' '.join(citations))
for letter in "АБВГ"), "Not all letters found in {}".format(citations)
citations = " ".join(citations)
citations = re.split("\([А-Г]\)|\(?[А-Г]\)?_{2,}", citations)[1:]
assert len(citations) == 4, "Expected 4 (not {}) citations: {}".format(len(citations), citations)
for citation, letter in zip(citations, "ABCD"):
sent_nums = list()
matches = re.finditer(r"предложени\w{,3}\s*(\d[\d\-— ,]*)", citation)
for match in matches:
sent_nums_str = match.group(1)
for part in re.split(r",\s*", sent_nums_str):
part = part.strip(" \t\n\v\f\r-–—−")
if len(part) > 0:
if part.isdigit():
sent_nums.append(int(part))
else:
from_, to = re.split(r"[-–—−]", part)
extension = range(int(from_), int(to) + 1)
sent_nums.extend(extension)
sents_ = [sent for sent in sents if self.get_sent_num(sent) in sent_nums]
sents_ = [re.sub(r"(\([\dЗбOО]{1,2}\))\s*", "", sent) for sent in sents_]
result[letter].extend(sents_)
matches = re.finditer(r"[«\"](.*?)[»\"]", citation)
for match in matches:
result[letter].append(match.group(1))
result = {key: list(set(value)) for key, value in result.items()}
return result
def fit(self, tasks):
self.corpus, self.types = list(), list()
for task in tasks:
letters_to_phrases = self.extract_phrases(task)
for key in "ABCD":
questions = letters_to_phrases[key]
answer_number = task["solution"]["correct"][key]
answer = next(
answ["text"] for answ in task["question"]["choices"] if
answ["id"] == answer_number)
if answer.isdigit():
continue
answer = self.unify_type(answer)
self.corpus.extend(questions)
self.types.extend([answer] * len(questions))
start = time.time()
print("Encoding sentences with bert...")
X = np.vstack(self.sentence_embedding(self.corpus))
print("Encoding finished. This took {} seconds".format(time.time() - start))
y = self.label_encoder.fit_transform(self.types)
self.classifier.fit(X, y)
def load(self, path="data/models/solver26.pkl"):
model = joblib.load(path)
self.classifier = model["classifier"]
self.label_encoder = model["label_encoder"]
def save(self, path="data/models/solver26.pkl"):
model = {"classifier": self.classifier,
"label_encoder": self.label_encoder}
joblib.dump(model, path)
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,111
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task10.py
|
import numpy as np
from lib.task import Task, Task10, Task10Text, Task10MultipleChoice
from lib.solver.base import BaseSolver
from lib.util.speller import Speller
from lib.util.classifier import LgbClassifier
from sklearn.linear_model import LogisticRegression
from typing import Optional, Union, List, Dict, Tuple
class Task10Solver(BaseSolver):
CHARS = ['а', 'о', 'е', 'и', 'у', 'ю', 'ы', 'я', 'с', 'з', 'т', 'д', 'ч', 'щ', 'ь', 'ъ', '']
INVERSE_CHARS = {
'а': {'о', 'у', 'ю', 'я'},
'о': {'а', 'у', 'ю'},
'е': {'и', 'о'},
'и': {'е', 'ы'},
'у': {'а', 'ю', 'я'},
'ю': {'я', 'у', 'а'},
'ы': {'и', 'о'},
'я': {'ю', 'а', 'у'},
'с': {'з'},
'з': {'с'},
'т': {'д'},
'д': {'т'},
'ч': {'щ'},
'щ': {'ч'},
'ь': {'', 'ъ'},
'ъ': {'', 'ь'},
'': {'ь', 'ъ'}
}
def __init__(self, speller: Optional[Speller] = None):
if speller is None:
speller = Speller()
self.speller: Speller = speller
self.model: LgbClassifier = LgbClassifier('task10')
self.model_linear = self.load_pkl('task10')
if self.model_linear is None:
self.model_linear = LogisticRegression(C=1.0)
self.word_cache: Dict = {}
def get_task_type(self) -> str:
return Task.TYPE_10
def solve(self, task: Task10) -> Union[str, List[str]]:
if isinstance(task, Task10Text):
if task.char is None:
return self.solve_text_without_char(task)
else:
return self.solve_text_with_char(task)
if isinstance(task, Task10MultipleChoice):
if task.char is None:
return self.solve_multiple_without_char(task)
else:
return self.solve_multiple_with_char(task)
return None
def solve_text_with_char(self, task: Task10Text) -> str:
word_line_scores = []
for word_line in task.word_lines:
chars, scores = self.predict_chars_for_words(word_line)
scores_by_char = {char: score for char, score in zip(chars, scores)}
word_line_scores.append(scores_by_char[task.char])
max_idx = int(np.argmax(word_line_scores))
max_word_line = task.word_lines[max_idx]
return ''.join([word.replace('..', task.char) for word in max_word_line])
def solve_text_without_char(self, task: Task10Text) -> str:
word_line_scores = []
word_line_chars = []
for word_line in task.word_lines:
chars, scores = self.predict_chars_for_words(word_line)
word_line_scores.append(scores[0])
word_line_chars.append(chars[0])
max_idx = int(np.argmax(word_line_scores))
max_word_line = task.word_lines[max_idx]
max_char = word_line_chars[max_idx]
return ''.join([word.replace('..', max_char) for word in max_word_line])
def solve_multiple_without_char(self, task: Task10MultipleChoice) -> List[str]:
word_line_scores = []
for word_line in task.word_lines:
chars, scores = self.predict_chars_for_words(word_line)
word_line_scores.append(scores[0])
return [str(task.choices[idx]['id']) for idx in self.pick_idx(word_line_scores)]
def solve_multiple_with_char(self, task: Task10MultipleChoice) -> List[str]:
word_line_scores = []
for word_line in task.word_lines:
chars, scores = self.predict_chars_for_words(word_line)
scores_by_char = {char: score for char, score in zip(chars, scores)}
word_line_scores.append(scores_by_char[task.char])
return [str(task.choices[idx]['id']) for idx in self.pick_idx(word_line_scores)]
def pick_idx(self, word_line_scores: List[float]) -> List[int]:
answer_idx = []
word_line_scores = np.array(word_line_scores)
sorted_idx = np.argsort(-word_line_scores)
answer_idx.append(sorted_idx[0])
sorted_idx = sorted_idx[1:]
for idx in sorted_idx:
if word_line_scores[idx] > 0.7:
answer_idx.append(idx)
return list(sorted(answer_idx))
def train(self, tasks: List[Task10], save: bool = True):
X, y = self.get_Xy_for_train()
#self.model.train(X, y)
self.model_linear.fit(X, y)
if save:
self.save_pkl('task10', self.model_linear)
# self.model.save()
def predict_chars_for_words(self, words: List[str]) -> Tuple[List[str], List[float]]:
total_char_scores = {char: 0.0 for char in self.CHARS}
for word in words:
chars, scores = self.predict_chars(word)
for char, score in zip(chars, scores):
total_char_scores[char] += score
chars = []
scores = []
for char, score in total_char_scores.items():
chars.append(char)
scores.append(score / len(words))
scores = np.array(scores)
idx = np.argsort(-scores)
return np.array(chars)[idx].tolist(), scores[idx].tolist()
def predict_chars(self, word: str) -> Tuple[List[str], List[float]]:
scores = []
for char in self.CHARS:
# score = self.model_linear.predict([self.get_X(word, char, use_vocab=True)])[0][1]
score = self.model_linear.predict_proba([self.get_X(word, char, use_vocab=True)])[0][1]
scores.append(score)
scores = np.array(scores)
idx = np.argsort(-scores)
return np.array(self.CHARS)[idx].tolist(), scores[idx].tolist()
def get_Xy_for_train(self) -> Tuple[np.array, Optional[np.array]]:
X = []
y = []
for word, chars in self.speller.examples.items():
for char in chars:
X.append(self.get_X(word, char))
y.append(1)
for inverse_char in self.INVERSE_CHARS[char]:
if inverse_char not in chars:
X.append(self.get_X(word, inverse_char))
y.append(0)
return np.array(X), np.array(y)
def get_X(self, word: str, char: str, use_vocab: bool = False) -> np.array:
word = word.lower().replace('ё', 'е').strip()
word_chars = self.get_word_chars(word)
correct =int(word_chars[char]['correct'])
known = int(word_chars[char]['known'])
if use_vocab and self.speller.in_vocab(word.replace('..', char)):
correct = known = 1
features = [
correct,
known,
]
total_correct = 0
total_known = 0
for c, info in word_chars.items():
correct = int(info['correct'])
known = int(info['known'])
if use_vocab and self.speller.in_vocab(word.replace('..', c)):
correct = known = 1
total_correct += correct
total_known += known
features.append(total_correct)
features.append(total_known)
return np.array(features)
def get_word_chars(self, word: str) -> Dict:
if word not in self.word_cache:
result = {}
for char in self.CHARS:
word_with_char = word.replace('..', char)
result[char] = {
# 'correct': self.speller.is_correct(word_with_char),
'correct': 1,
'known': self.speller.is_known(word_with_char),
}
self.word_cache[word] = result
return self.word_cache[word]
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], "/lib/solver/task17.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/classifier.py"], "/lib/solver/task16.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py"], "/lib/task/task08.py": ["/lib/task/base.py"], "/dev/validate.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task04.py": ["/lib/task/base.py"], "/lib/task/task24.py": ["/lib/task/base.py"], "/lib/sberbank/solvers/solver22.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task07.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py"], "/lib/task/task25.py": ["/lib/task/base.py"], "/lib/solver/task05.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/dummy.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver17.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/zero.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", "/lib/solver/task14.py", "/lib/solver/task15.py", "/lib/solver/task16.py", "/lib/solver/task17.py", "/lib/solver/task21.py", "/lib/solver/task23.py", "/lib/solver/task24.py", "/lib/solver/task25.py", "/lib/solver/task26.py", "/lib/solver/task27.py"], "/lib/task/task21.py": ["/lib/task/base.py"], "/lib/util/syntax.py": ["/lib/util/speller.py"], "/lib/task/task09.py": ["/lib/task/base.py"], "/dev/task.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/lib/task/task03.py": ["/lib/task/base.py"], "/lib/task/task23.py": ["/lib/task/base.py"], "/lib/solver/task21.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/syntax.py"], "/lib/solver/task08.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/syntax.py", "/lib/util/classifier.py"], "/lib/solver/task26.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task01.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
10,112
|
tyz910/aij-2019
|
refs/heads/master
|
/lib/solver/task14.py
|
import numpy as np
from lib.task import Task, Task14
from lib.solver.base import BaseSolver
from lib.util.bert import Bert
from lib.util.speller import Speller
from typing import Optional, Any, List, Tuple
class Task14Solver(BaseSolver):
def __init__(self, bert: Optional[Bert] = None, speller: Optional[Speller] = None):
if bert is None:
bert = Bert()
self.bert: Bert = bert
if speller is None:
speller = Speller()
self.speller: Speller = speller
def get_task_type(self) -> str:
return Task.TYPE_14
def solve(self, task: Task14) -> Any:
lines = []
line_word_pairs = []
for line, word_pair in zip(task.lines, task.word_pairs):
is_candidate = True
for word_parts in word_pair:
word_spelled = ''.join(word_parts)
is_known = self.speller.is_known(word_spelled)
if not is_known:
if word_parts[0] == 'полу':
is_known = True
if word_parts[0] == 'пол':
if self.speller.parse_morph(word_parts[1]).tag.POS == 'NOUN':
if word_parts[1] not in 'лаоиеёэыуюя':
is_known = True
is_candidate = is_candidate and is_known
if is_candidate:
lines.append(line)
line_word_pairs.append(word_pair)
scores = []
for line, word_pair in zip(lines, line_word_pairs):
total_score = 0
for word_parts in word_pair:
word_spelled = ''.join(word_parts)
word_spaced = ' '.join(word_parts)
word_hyphen = ' '.join(word_parts)
score_spaced = self.bert.get_replace_proba(line, word_spelled, word_spaced)
score_hyphen = self.bert.get_replace_proba(line, word_spelled, word_hyphen)
score = max(score_spaced, score_hyphen)
if score > 1.0:
score = 1.0
total_score += score
scores.append(total_score)
if scores:
answer_idx = int(np.argmin(scores))
else:
answer_idx = 0
line_word_pairs = task.word_pairs
return ''.join([''.join(word_parts) for word_parts in line_word_pairs[answer_idx]])
|
{"/lib/solver/task09.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/stress.py"], "/dev/validate_submission.py": ["/lib/ololosh.py", "/lib/task/__init__.py"], "/lib/task/task02.py": ["/lib/task/base.py"], "/lib/util/esse.py": ["/lib/util/sentence_encoder.py"], "/lib/task/__init__.py": ["/lib/task/base.py", "/lib/task/task01.py", "/lib/task/task02.py", "/lib/task/task03.py", "/lib/task/task04.py", "/lib/task/task05.py", "/lib/task/task06.py", "/lib/task/task07.py", "/lib/task/task08.py", "/lib/task/task09.py", "/lib/task/task10.py", "/lib/task/task13.py", "/lib/task/task14.py", "/lib/task/task15.py", "/lib/task/task16.py", "/lib/task/task17.py", "/lib/task/task21.py", "/lib/task/task22.py", "/lib/task/task23.py", "/lib/task/task24.py", "/lib/task/task25.py", "/lib/task/task26.py", "/lib/task/task27.py"], "/lib/solver/task03.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/solver/task24.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/sberbank/solvers/solver15.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task13.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task26.py": ["/lib/task/base.py"], "/lib/solver/base.py": ["/lib/task/base.py"], "/lib/solver/task15.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task13.py": ["/lib/task/base.py"], "/lib/solver/task23.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/solver/task27.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/solver/sberbank.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/dev/train.py": ["/dev/loader.py", "/lib/task/__init__.py", "/lib/solver/__init__.py"], "/dev/loader.py": ["/lib/task/__init__.py"], "/lib/task/task16.py": ["/lib/task/base.py"], "/lib/task/task01.py": ["/lib/task/base.py"], 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"/lib/solver/sberbank.py"], "/lib/sberbank/solvers/solver26.py": ["/lib/sberbank/solvers/utils.py"], "/lib/solver/task10.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/solver/task14.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/task/task05.py": ["/lib/task/base.py"], "/server.py": ["/lib/util/bert.py", "/lib/util/sentence_encoder.py", "/lib/solver/__init__.py", "/lib/ololosh.py"], "/lib/task/task14.py": ["/lib/task/base.py"], "/lib/task/task17.py": ["/lib/task/base.py"], "/lib/solver/__init__.py": ["/lib/solver/base.py", "/lib/solver/dummy.py", "/lib/solver/zero.py", "/lib/solver/sberbank.py", "/lib/solver/task01.py", "/lib/solver/task02.py", "/lib/solver/task03.py", "/lib/solver/task04.py", "/lib/solver/task05.py", "/lib/solver/task06.py", "/lib/solver/task07.py", "/lib/solver/task08.py", "/lib/solver/task09.py", "/lib/solver/task10.py", "/lib/solver/task13.py", 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"/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/sentence_encoder.py"], "/lib/task/task06.py": ["/lib/task/base.py"], "/lib/solver/sberbank.py": ["/lib/task/__init__.py", "/lib/solver/base.py"], "/lib/task/task10.py": ["/lib/task/base.py"], "/lib/task/task15.py": ["/lib/task/base.py"], "/lib/ololosh.py": ["/lib/task/__init__.py", "/lib/solver/__init__.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/stress.py", "/lib/util/sentence_encoder.py", "/lib/util/esse.py", "/lib/util/ner.py", "/lib/util/syntax.py"], "/lib/solver/task25.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/util/classifier.py"], "/lib/task/task22.py": ["/lib/task/base.py"], "/lib/solver/task04.py": ["/lib/solver/base.py", "/lib/task/__init__.py", "/lib/util/stress.py"], "/lib/task/task07.py": ["/lib/task/base.py"], "/lib/task/task27.py": ["/lib/task/base.py"], "/lib/solver/task02.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py"], "/lib/solver/task06.py": ["/lib/task/__init__.py", "/lib/solver/base.py", "/lib/util/bert.py", "/lib/util/speller.py", "/lib/solver/sberbank.py"]}
|
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