def main():
logger = get_logger(LOGDIR)
logger.info('start')
logger.info('load faq data')
qa_df = pd.read_csv(MUSCLE_QA)
q_txt = qa_df['q_txt'].tolist()
sep_q_txt = [to_sep_space(i) for i in q_txt]
logger.info('load NN Language Model')
embed = hub.Module(JA_NNLM_MODEL)
embeddings = embed(sep_q_txt)
logger.info('to vectors')
vecs = execute(embeddings)
logger.info('vector shape: {}'.format(vecs.shape))
while True:
text = six.moves.input('>> ')
if text == '':
break
sep_input = to_sep_space(text)
embeddings = embed([sep_input])
vec = execute(embeddings)
sort_i, sim = get_sim_index(vec, vecs)
df = qa_df.loc[sort_i]
show_sim_faq(df, sim)
logger.info('end')
def show_items(self):
name = self.stream_cbox.currentText()
arr = ['multichain-cli', self.chain, 'subscribe', name]
functions.execute(False, arr)
arr = [
'multichain-cli', self.chain, 'liststreamitems', name, 'false',
'999999999'
]
data = functions.execute(self, arr)
if data:
tmp_items = json.loads(data.decode('utf-8'))
items = self.filter_items(tmp_items)
self.stream_table.setRowCount(len(items))
for i in range(len(items)):
self.stream_table.setItem(
i, 0, QtWidgets.QTableWidgetItem(items[i]['publisher']))
self.stream_table.setItem(
i, 1, QtWidgets.QTableWidgetItem(items[i]['key']))
self.stream_table.setItem(
i, 2, QtWidgets.QTableWidgetItem(items[i]['data']))
self.stream_table.setItem(
i, 3, QtWidgets.QTableWidgetItem(items[i]['time']))
arr = ['multichain-cli', self.chain, 'unsubscribe', name]
functions.execute(False, arr)
def main():
logger = get_logger(LOGDIR)
logger.info('start')
logger.info('load NN Language Model')
embed = hub.Module(EN_NNLM_MODEL)
qa_df = pd.read_csv(WIKIQA_DIR + '/WikiQA-test.tsv', sep='\t')
maps = []
mrrs = []
for q_id in qa_df['QuestionID'].unique():
df = qa_df[qa_df['QuestionID'] == q_id]
if 1 not in df['Label'].unique():
logger.debug('{0}: not answer'.format(q_id))
continue
q_doc = df['Question'].iloc[0].lower()
embeddings = embed([q_doc])
q_vec = execute(embeddings)
a_docs = df['Sentence'].map(lambda x: x.lower()).tolist()
embeddings = embed(a_docs)
a_vecs = execute(embeddings)
sort_i, sim = get_sim_index(q_vec, a_vecs)
labels = [i for i, v in enumerate(df['Label']) if v == 1]
rank = [i + 1 for i, v in enumerate(sort_i) if v in labels]
_mrr = 1 / rank[0]
_map = sum([1 / i for i in rank]) / len(rank)
maps.append(_map)
mrrs.append(_mrr)
logger.info('{0}: MAP {1}, MRR {2}'.format(q_id, _map, _mrr))
map_avg = sum(maps) / len(maps)
mrr_avg = sum(mrrs) / len(mrrs)
logger.info('MAP AVG {0} / MRR AVG {1}'.format(map_avg, mrr_avg))
logger.info('end')
def save_wallet(self, chain):
wallet = self.name_ledit.text()
name = wallet.encode('utf-8').hex()
arr = ['multichain-cli', chain, 'getaddresses']
data = functions.execute(self, arr)
if data:
addr = json.loads(data.decode('utf-8'))[0]
arr = ['multichain-cli', chain, 'publish', 'root', addr, name]
functions.execute(self, arr)
msg = QtWidgets.QMessageBox.information(self, 'Success!',
'Wallet saved!')
def fill_assets(self):
self.asset_cbox.clear()
self.asset_cbox.addItem(functions.blank)
if self.yes_rbtn.isChecked():
from_addr = self.from_addr_cbox.currentText()
if from_addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Address!', 'Choose a valid sending address')
return
else:
for k, v in self.from_addr.items():
if v == from_addr:
from_addr = k
break
arr = [
'multichain-cli', self.chain, 'getaddressbalances',
from_addr
]
else:
arr = ['multichain-cli', self.chain, 'gettotalbalances']
data = functions.execute(self, arr)
if data:
data = json.loads(data.decode('utf-8'))
for asset in data:
self.asset_cbox.addItem(asset['name'] + ', quantity:' +
str(asset['qty']))
def grant_permission(self):
permissions = []
if self.connect_ch.isChecked():
permissions.append('connect')
if self.send_ch.isChecked():
permissions.append('send')
if self.receive_ch.isChecked():
permissions.append('receive')
if self.issue_ch.isChecked():
permissions.append('issue')
if self.create_ch.isChecked():
permissions.append('create')
permissions = ','.join(permissions)
if permissions == '':
msg = QtWidgets.QMessageBox.critical(
self, 'Invalid Permission!', 'Choose permission(s) to grant')
return
if self.yes_rbtn.isChecked():
name = self.name_ledit.text()
if not functions.check_name(self, self.chain, name, False):
return
addr = self.addr_ledit.text()
if len(addr) < 38:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Address!', 'Enter a valid address')
return
permissions = permissions + ',send'
else:
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Address!', 'Choose a valid address')
return
for key, val in self.wallets.items():
if val == addr:
addr = key
break
msg = QtWidgets.QMessageBox.question(
self, 'Confirm', 'Are you sure you want to grant "' + permissions +
'" permission(s) to this wallet?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
arr = ['multichain-cli', self.chain, 'grant', addr, permissions]
data = functions.execute(self, arr)
if data:
if self.yes_rbtn.isChecked():
self.save_wallet(name, addr)
self.addr_ledit.clear()
msg = QtWidgets.QMessageBox.information(
self, 'Successful!', 'Permissions successfully granted!')
self.wallets = functions.fetch_from_stream(
self, self.chain, 'root')
self.fill_addresses()
else:
return
def save_wallet(self, wallet, addr):
name = functions.get_name(self, self.chain)
wallet = name + '_' + wallet
wallet = wallet.encode('utf-8').hex()
arr = ['multichain-cli', self.chain, 'publish', 'root', addr, wallet]
out = functions.execute(self, arr)
if out:
msg = QtWidgets.QMessageBox.information(self, 'Success!',
'You have a new Wallet!')
def fill_streams(self):
self.stream_cbox.clear()
self.stream_cbox.addItem(functions.blank)
arr = ['multichain-cli', self.chain, 'liststreams']
data = functions.execute(self, arr)
if data:
data = json.loads(data.decode('utf-8'))
for item in data:
if item['name'] != 'root':
self.stream_cbox.addItem(item['name'])
def fill_assets(self):
self.asset_cbox.clear()
self.asset_cbox.addItem(functions.blank)
arr = ['multichain-cli', self.chain, 'listassets']
data = functions.execute(self, arr)
if data:
data = json.loads(data.decode('utf-8'))
for asset in data:
self.asset_cbox.addItem(asset['name'] + ',current quantity: ' +
str(asset['issueqty']) +
',smallest unit: ' +
str(asset['units']))
def fetch_parameters(self):
arr = ['multichain-cli', self.chain, 'getblockchainparams']
data = functions.execute(self, arr)
if data:
data = json.loads(data.decode('utf-8'))
self.param_table.setRowCount(len(data))
i = 0
for key, value in data.items():
self.param_table.setItem(i, 0, QtWidgets.QTableWidgetItem(key))
self.param_table.setItem(
i, 1, QtWidgets.QTableWidgetItem(str(value)))
i = i + 1
else:
return False
def get_new_wallet(self):
name = self.wallet_ledit.text()
if not functions.check_name(self, self.chain, name):
return
msg = QtWidgets.QMessageBox.information(
self, 'Confirm',
'Are you sure you want to create a new wallet with this name?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
arr = ['multichain-cli', self.chain, 'getnewaddress']
data = functions.execute(self, arr)
if data:
addr = data.decode('utf-8').split('\n')[0]
self.save_wallet(name, addr)
else:
return
def publish_to_stream(self):
name = self.stream_cbox.currentText()
if name == functions.blank:
msg = QtWidgets.QMessageBox.information(self, 'Invalid Stream!',
'Choose a valid stream')
return
key = self.key_ledit.text()
data = self.data_ledit.text()
if len(key) < 3 or len(data) < 3:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Key/Data!',
'Length of key and data should be at least 3')
return
else:
data = data.encode('utf-8').hex()
if self.yes_rbtn.isChecked():
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid wallet')
return
else:
for k, v in self.wallets.items():
if v == addr:
addr = k
break
arr = [
'multichain-cli', self.chain, 'publishfrom', addr, name, key,
data
]
else:
arr = ['multichain-cli', self.chain, 'publish', name, key, data]
msg = QtWidgets.QMessageBox.question(
self, 'Confirm',
'Do you want to publish to the stream "' + name + '"?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Success!', 'Publishing successful')
return
def revoke_permission(self):
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(self, 'Invalid Address!',
'Choose a valid address')
return
for key, val in self.wallets.items():
if val == addr:
addr = key
break
permissions = []
if self.connect_ch.isChecked():
permissions.append('connect')
if self.send_ch.isChecked():
permissions.append('send')
if self.receive_ch.isChecked():
permissions.append('receive')
if self.issue_ch.isChecked():
permissions.append('issue')
if self.create_ch.isChecked():
permissions.append('create')
permissions = ','.join(permissions)
if permissions == '':
msg = QtWidgets.QMessageBox.critical(
self, 'Invalid Permission!', 'Choose permission(s) to revoke')
return
msg = QtWidgets.QMessageBox.question(
self, 'Confirm', 'Are you sure you want to revoke "' +
permissions + '" permission(s) from this wallet?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
arr = ['multichain-cli', self.chain, 'revoke', addr, permissions]
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Successful!', 'Permissions successfully revoked!')
self.fill_addresses()
else:
return
def create_stream(self):
name = self.stream_ledit.text()
if len(name) < 3:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Name!', 'Name length should be at least 3')
return
if self.yes_rbtn.isChecked():
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid wallet')
return
else:
for k, v in self.wallets.items():
if v == addr:
addr = k
break
arr = [
'multichain-cli', self.chain, 'createfrom', addr, 'stream',
name, 'true'
]
else:
arr = [
'multichain-cli', self.chain, 'create', 'stream', name, 'true'
]
msg = QtWidgets.QMessageBox.question(
self, 'Confirm',
'Do you want to create the stream "' + name + '"?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Success!', 'Create successful!')
return
def issue_asset(self):
to_addr = self.to_addr_cbox.currentText()
if to_addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid receiving wallet')
return
else:
for key, val in self.to_addr.items():
if val == to_addr:
to_addr = key
break
if self.yes_rbtn.isChecked():
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid issuing wallet')
return
else:
for key, val in self.addr.items():
if val == addr:
addr = key
break
asset = self.name_ledit.text()
if self.yes_open_rbtn_2.isChecked():
fin_asset = '{"name":"' + asset + '","open":true}'
else:
fin_asset = '{"name":"' + asset + '","open":false}'
qty = self.qty_ledit.text()
unit = self.unit_ledit.text()
if asset == '' or qty == '' or unit == '':
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Information!',
'Enter valid asset name, quantity and smallest unit')
return
msg = QtWidgets.QMessageBox.question(
self, 'Confirm', 'Do you want to issue ' + qty + ' amount of "' +
asset + '" to this wallet?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
if self.yes_rbtn.isChecked():
arr = [
'multichain-cli', self.chain, 'issuefrom', addr, to_addr,
fin_asset, qty, unit
]
else:
arr = [
'multichain-cli', self.chain, 'issue', to_addr, fin_asset,
qty, unit
]
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Successful!', 'Issuing successful')
self.fill_addresses()
self.name_ledit.clear()
self.qty_ledit.clear()
self.unit_ledit.clear()
else:
return
def send_asset(self):
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Address!', 'Choose a valid receiving address')
return
else:
for k, v in self.addr.items():
if v == addr:
addr = k
break
if self.yes_rbtn.isChecked():
from_addr = self.from_addr_cbox.currentText()
if from_addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Address!', 'Choose a valid sending address')
return
else:
for k, v in self.from_addr.items():
if v == from_addr:
from_addr = k
break
asset = self.asset_cbox.currentText()
if asset == functions.blank:
msg = QtWidgets.QMessageBox.information(self, 'Invalid Asset!',
'Choose a valid asset')
return
asset = asset.split(',')[0]
qty = self.qty_ledit.text()
if qty == '':
msg = QtWidgets.QMessageBox.information(self, 'Invalid Quantity!',
'Enter quantity')
return
if self.yes_rbtn.isChecked():
arr = [
'multichain-cli', self.chain, 'sendassetfrom', from_addr, addr,
asset, qty
]
else:
arr = ['multichain-cli', self.chain, 'sendasset', addr, asset, qty]
msg = QtWidgets.QMessageBox.question(
self, 'Confirm', 'Do you want to send ' + qty + ' amount of "' +
asset + '" to this wallet?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Successful!', 'Transaction successful!')
self.fill_addresses()
self.fill_assets()
self.qty_ledit.clear()
else:
return
else:
return
def save_wallet(self, name, addr):
name = name.encode('utf-8').hex()
arr = ['multichain-cli', self.chain, 'publish', 'root', addr, name]
data = functions.execute(self, arr)
def issue_more_asset(self):
to_addr = self.to_addr_cbox.currentText()
if to_addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid receiving wallet')
return
else:
for key, val in self.to_addr.items():
if val == to_addr:
to_addr = key
break
if self.yes_rbtn.isChecked():
addr = self.addr_cbox.currentText()
if addr == functions.blank:
msg = QtWidgets.QMessageBox.information(
self, 'Invalid Wallet!', 'Choose a valid issuing Wallet')
return
else:
for key, val in self.addr.items():
if val == addr:
addr = key
break
asset = self.asset_cbox.currentText().split(',')[0]
if asset == functions.blank:
msg = QtWidgets.QMessageBox.information(self, 'Invalid Asset!',
'Choose a valid asset')
return
qty = self.qty_ledit.text()
if qty == '':
msg = QtWidgets.QMessageBox.information(self, 'Invalid Quantity!',
'Enter valid quantity')
return
msg = QtWidgets.QMessageBox.question(
self, 'Confirm', 'Do you want to issue ' + qty +
' amount more of "' + asset + '" to this wallet?',
QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
if msg == QtWidgets.QMessageBox.Yes:
if self.yes_rbtn.isChecked():
arr = [
'multichain-cli', self.chain, 'issuemorefrom', addr,
to_addr, asset, qty
]
else:
arr = [
'multichain-cli', self.chain, 'issuemore', to_addr, asset,
qty
]
data = functions.execute(self, arr)
if data:
msg = QtWidgets.QMessageBox.information(
self, 'Successful!', 'Issuing successful')
self.fill_addresses()
self.fill_assets()
self.qty_ledit.clear()
else:
return
def delete_folder(self, name):
arr = ['whoami']
username = functions.execute(False, arr).decode('utf-8').split('\n')[0]
arr = ['rm', '-r', '/home/' + username + '/.multichain/' + name + '/']
functions.execute(False, arr)