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function get_url self begin return current_url end function
def get_url(self): return self.base_driver.current_url
Python
nomic_cornstack_python_v1
import os import time import pickle as pk import numpy as np from sklearn.feature_extraction.text import CountVectorizer from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.decomposition import LatentDirichletAllocation function load_model filename=string ./Data/Setting/model.pk begin set fr = open...
import os import time import pickle as pk import numpy as np from sklearn.feature_extraction.text import CountVectorizer from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.decomposition import LatentDirichletAllocation def load_model(filename='./Data/Setting/model.pk'): fr = open(fil...
Python
zaydzuhri_stack_edu_python
function stemming self tokens begin set ps = call PorterStemmer set tokens = list comprehension call stem tok for tok in tokens return tokens end function
def stemming(self, tokens): ps = PorterStemmer() tokens = [ps.stem(tok) for tok in tokens] return tokens
Python
nomic_cornstack_python_v1
function WriteGitmodules submods begin set adds = dict with open string .gitmodules string w as fh begin for tuple name tuple os_name url sha1 in sorted call iteritems begin if not url begin continue end if starts with url string svn:// begin warning string Skipping svn url %s url continue end tuple print ? fh string ...
def WriteGitmodules(submods): adds = {} with open('.gitmodules', 'w') as fh: for name, (os_name, url, sha1) in sorted(submods.iteritems()): if not url: continue if url.startswith('svn://'): logging.warning('Skipping svn url %s', url) continue print >> fh, '[submodule ...
Python
nomic_cornstack_python_v1
function audits self page=none per_page=none begin set url = format string {0}/{1} call get_url string audits set params = call get_params tuple string page string per_page locals return tuple call Request string GET url params parse_json end function
def audits(self, page=None, per_page=None): url = '{0}/{1}'.format(self.get_url(), 'audits') params = base.get_params(('page', 'per_page'), locals()) return http.Request('GET', url, params), parsers.parse_json
Python
nomic_cornstack_python_v1
function acc_deltas_bptt self x d y s steps begin for t in reversed range length x begin if t - steps < 0 begin set positive_steps = t end else begin set positive_steps = steps end for T in range positive_steps begin comment print('-----> '+ str(t-T) + 'd[t - T] : ') comment print(d[t - T]) comment print(' ') set d_one...
def acc_deltas_bptt(self, x, d, y, s, steps): for t in reversed(range(len(x))): if t - steps < 0: positive_steps = t else: positive_steps = steps for T in range(positive_steps): #print('-----> '+ str(t-T) + 'd[t - T] : ') ...
Python
nomic_cornstack_python_v1
function extract_data self dataset subset begin if pitchwise begin set data = list set targets = list set lengths = list set generator = call get_pitchwise_dataset_generator string valid 50 integer n_notes - 1 / 2.0 chunks for tuple input target len in generator begin set data = data + list comprehension squeeze np ...
def extract_data(self,dataset,subset): if self.pitchwise: data = [] targets = [] lengths = [] generator = dataset.get_pitchwise_dataset_generator('valid',50,int((self.n_notes-1)/2.0),self.chunks) for input, target, len in generator: da...
Python
nomic_cornstack_python_v1
function suffix self begin raise NotImplementedError end function
def suffix(self) -> Union[str, Tuple[str, ...]]: raise NotImplementedError
Python
nomic_cornstack_python_v1
function get_ast self begin if not ast begin set ast = call get_ast_from_file filename end return ast end function
def get_ast(self): if not self.ast: self.ast = get_ast_from_file(self.filename) return self.ast
Python
nomic_cornstack_python_v1
string Write a program that accepts sequence of lines as input and prints the lines after making all characters in the sentence capitalized. Suppose the following input is supplied to the program: Hello world Practice makes perfect Then, the output should be: HELLO WORLD PRACTICE MAKES PERFECT set lines = list try beg...
""" Write a program that accepts sequence of lines as input and prints the lines after making all characters in the sentence capitalized. Suppose the following input is supplied to the program: Hello world Practice makes perfect Then, the output should be: HELLO WORLD PRACTICE MAKES PERFECT """ lines = [] try: w...
Python
zaydzuhri_stack_edu_python
function xavier_init self shape begin set matrix = randn shape at 1 shape at 0 * square root 1 / shape at 0 set new_col = list 0 * length matrix set matrix = insert np matrix 0 new_col axis=1 return matrix end function
def xavier_init(self, shape): matrix = np.random.randn( shape[1], shape[0] ) * np.sqrt(1/shape[0]) new_col = [0]*len(matrix) matrix = np.insert(matrix, 0, new_col, axis=1) return matrix
Python
nomic_cornstack_python_v1
function get_annotations self begin string Get the current annotations. return dict EVIDENCE evidence ; CITATION copy citation ; ANNOTATIONS copy annotations end function
def get_annotations(self) -> Dict: """Get the current annotations.""" return { EVIDENCE: self.evidence, CITATION: self.citation.copy(), ANNOTATIONS: self.annotations.copy() }
Python
jtatman_500k
import sys set stdin = open string scan_input.txt string r set hex_dict = dict string 0 string 0000 ; string 1 string 0001 ; string 2 string 0010 ; string 3 string 0011 ; string 4 string 0100 ; string 5 string 0101 ; string 6 string 0110 ; string 7 string 0111 ; string 8 string 1000 ; string 9 string 1001 ; string A st...
import sys sys.stdin = open('scan_input.txt', 'r') hex_dict = { '0': '0000', '1': '0001', '2': '0010', '3': '0011', '4': '0100', '5': '0101', '6': '0110', '7': '0111', '8': '1000', '9': '1001', 'A': '1010', 'B': '1011', 'C': '1100', 'D': '1101', 'E': '1110',...
Python
zaydzuhri_stack_edu_python
from time import sleep from module_skills import get_text_beetween , get_enumerate import datetime set SECURE = true function isValid text begin set text = lower text if starts with text string hallo or text == string hi or text == string hey or text == string /start and not string geht in text or string läuft in text ...
from time import sleep from module_skills import get_text_beetween, get_enumerate import datetime SECURE = True def isValid(text): text = text.lower() if (text.startswith( 'hallo') or text == 'hi' or text == 'hey' or text == '/start') and not 'geht' in text or 'läuft' in text: ...
Python
zaydzuhri_stack_edu_python
comment !/usr/bin/env python comment -*- coding:utf-8 -*- comment Author: wxnacy(wxnacy@gmail.com) comment Description: from sqlalchemy import create_engine from sqlalchemy.ext.declarative import declarative_base from sqlalchemy import Column , Integer , String from sqlalchemy.orm import sessionmaker from sqlalchemy im...
#!/usr/bin/env python # -*- coding:utf-8 -*- # Author: wxnacy(wxnacy@gmail.com) # Description: from sqlalchemy import create_engine from sqlalchemy.ext.declarative import declarative_base from sqlalchemy import Column, Integer, String from sqlalchemy.orm import sessionmaker from sqlalchemy import and_ from sqlalchemy ...
Python
zaydzuhri_stack_edu_python
function removeVowels string begin set vowels = tuple string a string e string i string o string u set new_string = string for char in string begin if char not in vowels begin set new_string = new_string + char end end return new_string end function set string = string My name is John set removeVowelString = call remo...
def removeVowels(string): vowels = ('a', 'e', 'i', 'o', 'u') new_string = '' for char in string: if char not in vowels: new_string += char return new_string string = 'My name is John' removeVowelString = removeVowels(string) print(removeVowelString)
Python
flytech_python_25k
function test_handshake_missing_headers tchannel_pair begin set tuple server client = tchannel_pair call initiate_handshake headers=dict with raises InvalidMessageException begin call await_handshake headers=dict end end function
def test_handshake_missing_headers(tchannel_pair): server, client = tchannel_pair client.initiate_handshake(headers={}) with pytest.raises(InvalidMessageException): server.await_handshake(headers={})
Python
nomic_cornstack_python_v1
string while num_digit_count != 0: num_digit_count = num_digit_count // 10 i += 1 else: num_digit_count = i while num > 10 begin set i = num % 10 set num = num // 10 if i > max_digit begin set max_digit = i end end print max_digit
""" while num_digit_count != 0: num_digit_count = num_digit_count // 10 i += 1 else: num_digit_count = i """ while num > 10: i = num % 10 num //= 10 if i > max_digit: max_digit = i print(max_digit)
Python
zaydzuhri_stack_edu_python
function make_embedding_matrix glove_filepath words begin set tuple word_to_idx glove_embeddings = call load_glove_from_file glove_filepath set embedding_size = shape at 1 set final_embeddings = zeros tuple length words embedding_size for tuple i word in enumerate words begin if word in word_to_idx begin set final_embe...
def make_embedding_matrix(glove_filepath, words): word_to_idx, glove_embeddings = load_glove_from_file(glove_filepath) embedding_size = glove_embeddings.shape[1] final_embeddings = np.zeros((len(words), embedding_size)) for i, word in enumerate(words): if word in word_to_idx: final...
Python
nomic_cornstack_python_v1
function set_comment func comment **repeatable begin set fn = call by func return call set_func_cmt fn comment get repeatable string repeatable 1 end function
def set_comment(func, comment, **repeatable): fn = by(func) return idaapi.set_func_cmt(fn, comment, repeatable.get('repeatable', 1))
Python
nomic_cornstack_python_v1
set fruits = dict string mango 100 ; string banana 150 ; string orange 80 ; string apple 158 set key_to_check = lower input string Enter fruit name that you want to buy? if key_to_check in fruits begin print key_to_check string this is available end else begin print key_to_check string this is not available end
fruits = { "mango": 100, "banana": 150, "orange": 80, "apple": 158 } key_to_check = input("Enter fruit name that you want to buy? ").lower() if(key_to_check in fruits): print(key_to_check,"this is available") else: print(key_to_check,"this is not available")
Python
zaydzuhri_stack_edu_python
import socket import time class Server begin function __init__ self begin set serverhost = string 127.0.0.1 set serverport = 8080 set max_client = 100 set auth_dict = dict set key_store = dict end function function init_authorization self begin for i in range 1 max_client + 1 begin set auth_dict at i = string guest s...
import socket import time class Server(): def __init__(self): self.serverhost = '127.0.0.1' self.serverport = 8080 self.max_client = 100 self.auth_dict = {} self.key_store = {} def init_authorization(self): for i in range(1,self.max_client+1): self.auth_dict[i] = "guest" self.key_store[i] = {} ...
Python
zaydzuhri_stack_edu_python
from sys import stdin set input = readline set n = integer input set A = list map int split input set q = integer input set m = list map int split input set set_m = set list for i in range 2 ^ n begin set tmp = 0 for j in range n begin if i ? j ? 1 begin set tmp = tmp + A at j end end add set_m tmp end for i in m begin...
from sys import stdin input = stdin.readline n = int(input()) A = list(map(int, input().split())) q = int(input()) m = list(map(int, input().split())) set_m = set([]) for i in range(2 ** n): tmp = 0 for j in range(n): if (i >> j) & 1: tmp += A[j] set_m.add(tmp) for i in m: if i...
Python
zaydzuhri_stack_edu_python
function gen cls feat_mat indexer_type=string hierarchicalkmeans **kwargs begin return call gen feat_mat keyword kwargs end function
def gen(cls, feat_mat, indexer_type="hierarchicalkmeans", **kwargs): return cls.indexer_dict[indexer_type].gen(feat_mat, **kwargs)
Python
nomic_cornstack_python_v1
comment -*- coding:utf-8 -*- import bisect
#-*- coding:utf-8 -*- import bisect
Python
zaydzuhri_stack_edu_python
string Core Protocol Definition classes set __author__ = string VMware, Inc. comment pylint: disable=line-too-long set __copyright__ = string Copyright 2015, 2017 VMware, Inc. All rights reserved. -- VMware Confidential import abc import six decorator call add_metaclass ABCMeta class ApiProvider extends object begin st...
""" Core Protocol Definition classes """ __author__ = 'VMware, Inc.' __copyright__ = 'Copyright 2015, 2017 VMware, Inc. All rights reserved. -- VMware Confidential' # pylint: disable=line-too-long import abc import six @six.add_metaclass(abc.ABCMeta) class ApiProvider(object): """ The ApiProvider interfac...
Python
zaydzuhri_stack_edu_python
from __future__ import division import numpy as np import pandas as pd from pandas import Series , DataFrame import matplotlib as mtp call use string TkAgg import matplotlib.pyplot as plt import seaborn as sns import scipy as stats call set_style string whitegrid from datetime import datetime import time set donor_df =...
from __future__ import division import numpy as np import pandas as pd from pandas import Series, DataFrame import matplotlib as mtp mtp.use('TkAgg') import matplotlib.pyplot as plt import seaborn as sns import scipy as stats sns.set_style('whitegrid') from datetime import datetime import time donor_df = pd.read_...
Python
zaydzuhri_stack_edu_python
from logging import getLogger , Formatter , FileHandler , StreamHandler , INFO , DEBUG function create_logger exp_version begin set log_file = format string ../log/{}.log exp_version comment logger set logger_ = call getLogger exp_version call setLevel DEBUG comment formatter set fmr = call Formatter string %(message)s...
from logging import getLogger, Formatter, FileHandler, StreamHandler, INFO, DEBUG def create_logger(exp_version): log_file = ("../log/{}.log".format(exp_version)) # logger logger_ = getLogger(exp_version) logger_.setLevel(DEBUG) # formatter fmr = Formatter("%(message)s \t(%(asctime)s)") ...
Python
zaydzuhri_stack_edu_python
import time import tkinter from PIL import Image , ImageTk class SimpleApp extends object begin function __init__ self master filename **kwargs begin set master = master set filename = filename set canvas = call Canvas master width=500 height=500 background=string white call pack comment Using "next(self.draw())" doesn...
import time import tkinter from PIL import Image, ImageTk class SimpleApp(object): def __init__(self, master, filename, **kwargs): self.master = master self.filename = filename self.canvas = tkinter.Canvas(master, width=500, height=500,background="white") self.canvas.pack() ...
Python
zaydzuhri_stack_edu_python
function scatter3D data labels centers=none save_path=none begin set fig = figure figsize=tuple 25 25 set ax = call add_subplot 111 projection=string 3d call set_proj_type string ortho call view_init - 22.5 - 45 comment Draw points scatter ax data at tuple slice : : 0 data at tuple slice : : 1 data at tuple slice...
def scatter3D(data, labels, centers=None, save_path=None): fig = plt.figure(figsize=(25, 25)) ax = fig.add_subplot(111, projection='3d') ax.set_proj_type('ortho') ax.view_init(-22.5, -45) # Draw points ax.scatter( data[:, 0], data[:, 1], data[:, 2], ...
Python
nomic_cornstack_python_v1
function CloseSecurityPolicy self request begin try begin set params = call _serialize set headers = headers set body = call string CloseSecurityPolicy params headers=headers set response = loads body set model = call CloseSecurityPolicyResponse call _deserialize response at string Response return model end except Exce...
def CloseSecurityPolicy(self, request): try: params = request._serialize() headers = request.headers body = self.call("CloseSecurityPolicy", params, headers=headers) response = json.loads(body) model = models.CloseSecurityPolicyResponse() m...
Python
nomic_cornstack_python_v1
function prime a begin set i = 2 while a % i != 0 begin set i = i + 1 end return i == a end function for number in range 2 100 begin if call prime number == true ? call prime number + 2 == true begin print format string ({}, {}) number number + 2 end end
def prime(a): i = 2 while a % i != 0: i += 1 return i == a for number in range(2,100): if prime(number) == True & prime(number + 2) == True: print("({}, {})".format(number, number + 2))
Python
zaydzuhri_stack_edu_python
function createByThreePoints self pointOne pointTwo pointThree begin return call Circle3D end function
def createByThreePoints(self, pointOne, pointTwo, pointThree): return Circle3D()
Python
nomic_cornstack_python_v1
comment ! /usr/bin/python3 set str1 = string My name is Idris set str2 = replace str1 string string ** print str2
#! /usr/bin/python3 str1 ="My name is Idris" str2 = str1.replace(" ", "**") print(str2)
Python
zaydzuhri_stack_edu_python
function _merge x y begin for key in x begin if key in y begin set x at key = call _merge x at key y at key set y at key = none end end for key in y begin if y at key is not none begin set x at key = y at key end end return x end function
def _merge(x, y): for key in x: if key in y: x[key] = _merge(x[key], y[key]) y[key] = None for key in y: if y[key] is not None: x[key] = y[key] return x
Python
nomic_cornstack_python_v1
function _preprocess_data data begin comment Convert the json string to a python dictionary object set feature_vector_dict = loads data set input_df = call from_dict list feature_vector_dict comment Column name fixing set columns = replace str string = string _ set columns = replace str string __ string _ set columns =...
def _preprocess_data(data): # Convert the json string to a python dictionary object feature_vector_dict = json.loads(data) input_df = pd.DataFrame.from_dict([feature_vector_dict]) # Column name fixing input_df.columns = input_df.columns.str.lower().str.replace(' ', '_').str.replace('-', '_').str.rep...
Python
nomic_cornstack_python_v1
import numpy as np import matplotlib.pyplot as plt from source.ch8.p1.ch8_1_2 import Get_data , Create_model seed 1 function show_prediction model x_test y_test begin set n_show = 96 comment (A) set y = predict model x_test figure 2 figsize=tuple 12 8 call gray for i in range n_show begin subplot 8 12 i + 1 set x = x_t...
import numpy as np import matplotlib.pyplot as plt from source.ch8.p1.ch8_1_2 import Get_data, Create_model np.random.seed(1) def show_prediction(model, x_test, y_test): n_show = 96 y = model.predict(x_test) # (A) plt.figure(2, figsize=(12, 8)) plt.gray() for i in range(n_show): plt.subplo...
Python
zaydzuhri_stack_edu_python
function baseVec df cat_name begin set sex = SEX_ID at index at 0 if sex == string f begin if cat_name == string GENRE_NAME begin comment baseline probability for female set baseProb_seri = baseProb_f_g end else begin set baseProb_seri = baseProb_f_cap end end else if cat_name == string GENRE_NAME begin set baseProb_se...
def baseVec(df, cat_name): sex = df.SEX_ID[df.index[0]] if sex == 'f': if cat_name == 'GENRE_NAME': baseProb_seri = baseProb_f_g # baseline probability for female else: baseProb_seri = baseProb_f_cap else: if cat_name == 'GENRE_NAME': baseP...
Python
nomic_cornstack_python_v1
function two_particle_snapshot_factory device begin function make_snapshot particle_types=list string A dimensions=3 d=1 L=20 begin string Make the snapshot. Args: particle_types: List of particle type names dimensions: Number of dimensions (2 or 3) d: Distance apart to place particles L: Box length The two particles a...
def two_particle_snapshot_factory(device): def make_snapshot(particle_types=['A'], dimensions=3, d=1, L=20): """Make the snapshot. Args: particle_types: List of particle type names dimensions: Number of dimensions (2 or 3) d: Distance apart to place particles ...
Python
nomic_cornstack_python_v1
function list_view request begin return call render request context=dict string message string hallo! apa kabar template_name=string content_news/list_view.html end function
def list_view(request): return render(request, context={'message': 'hallo! apa kabar'}, template_name='content_news/list_view.html')
Python
nomic_cornstack_python_v1
import pandas as pd import numpy as np set df = read csv string output.csv set ipt_array = list for num in range 6 length df at string cycles begin comment ipt_val = float( df["cycles"][num] ) / float( df["exe_time"][num] ) comment ipt_array.append(ipt_val) append ipt_array df at string cycles at num / 26.8 * 8 end pr...
import pandas as pd import numpy as np df = pd.read_csv('output.csv') ipt_array = [] for num in range(6, len(df["cycles"])): #ipt_val = float( df["cycles"][num] ) / float( df["exe_time"][num] ) # ipt_array.append(ipt_val) ipt_array.append(df["cycles"][num]/(26.8*8)) print(np.mean(ipt_array))
Python
zaydzuhri_stack_edu_python
from engines import Engine from MCTSCore import * import multiprocessing class MCTSEngine extends Engine begin function __init__ self begin set fixed_potential = call MctsPotentials end function function get_move self board color move_num=none time_remaining=none time_opponent=none begin set core = call MctsCore board ...
from engines import Engine from MCTSCore import * import multiprocessing class MCTSEngine(Engine): def __init__(self): self.fixed_potential = MctsPotentials.MctsPotentials() def get_move(self, board, color, move_num=None, time_remaining=None, time_opponent=None): core = MctsCore.Mct...
Python
zaydzuhri_stack_edu_python
import sys import time import deviceModule set fd = open
import sys import time import deviceModule fd = deviceModule.open()
Python
zaydzuhri_stack_edu_python
class Personal_info begin function __init__ self name age address ph_num begin set __name = name set __age = age set __address = address set __ph_num = ph_num end function function set_name self name begin set __name = name end function function set_age self age begin set __age = age end function function set_address s...
class Personal_info: def __init__(self, name, age, address, ph_num): self.__name = name self.__age = age self.__address = address self.__ph_num = ph_num def set_name(self, name): self.__name = name def set_age(self, age): self.__age = age def s...
Python
zaydzuhri_stack_edu_python
function traductor self text begin set text = text if prova_traduccio == false begin return text end try begin set text_val = integer text return text end except any begin pass end end function
def traductor(self, text): text = text if self.prova_traduccio == False: return text try: text_val = int(text) return text except: pass
Python
nomic_cornstack_python_v1
function __init__ self begin import time import socket from omega_model.common.omega_functions import get_ip_address set ip_address = call get_ip_address at 0 set start_time = time set validate_batch = true set no_sim = false set bundle_path_root = string set no_bundle = false set batch_file = string set batch_path =...
def __init__(self): import time import socket from omega_model.common.omega_functions import get_ip_address ip_address = get_ip_address()[0] self.start_time = time.time() self.validate_batch = True self.no_sim = False self.bundle_path_root = '' s...
Python
nomic_cornstack_python_v1
import pandas as pd import numpy as np from sklearn.ensemble import RandomForestClassifier function red_wine test_frame begin comment TRAINING THE MODEL - RED WINE set red_wine = read csv string winequality-red.csv delimiter=string ; comment train_X = red_wine.drop(labels='quality',axis=1) comment train_y = red_wine['q...
import pandas as pd import numpy as np from sklearn.ensemble import RandomForestClassifier def red_wine(test_frame): # TRAINING THE MODEL - RED WINE red_wine = pd.read_csv('winequality-red.csv', delimiter=";") #train_X = red_wine.drop(labels='quality',axis=1) #train_y = red_wine['quality'] # Spli...
Python
zaydzuhri_stack_edu_python
import random function toss i begin set head_count = 0 set tail_count = 0 for x in range 1 i begin set new_toss = random integer 0 1 if new_toss == 1 begin set head_count = head_count + 1 set result = string head end else begin set tail_count = tail_count + 1 set result = string tail end end end function
import random def toss(i): head_count = 0 tail_count = 0 for x in range(1, i): new_toss = random.randint(0,1) if new_toss == 1: head_count += 1 result = "head" else: tail_count += 1 result = "tail"
Python
zaydzuhri_stack_edu_python
function _hooks_apply_before_serialize hooks state value begin comment type: Optional[Hooks] comment type: _ProcessorState comment type: Any comment type: (...) -> Any string Apply the before serialize hook. if hooks and before_serialize begin return call before_serialize call ProcessorStateView state value end return ...
def _hooks_apply_before_serialize( hooks, # type: Optional[Hooks] state, # type: _ProcessorState value # type: Any ): # type: (...) -> Any """Apply the before serialize hook.""" if hooks and hooks.before_serialize: return hooks.before_serialize(ProcessorStateView(state), v...
Python
jtatman_500k
function roman_to_integer roman_numeral begin set roman_dict = dict string I 1 ; string V 5 ; string X 10 ; string L 50 ; string C 100 ; string D 500 ; string M 1000 set result = 0 set prev_value = 0 for c in roman_numeral at slice : : - 1 begin set current_value = roman_dict at c if current_value >= prev_value begin...
def roman_to_integer(roman_numeral): roman_dict = {'I': 1, 'V': 5, 'X': 10, 'L': 50, 'C': 100, 'D': 500, 'M': 1000} result = 0 prev_value = 0 for c in roman_numeral[::-1]: current_value = roman_dict[c] if current_value >= prev_value: result += current_value else: ...
Python
jtatman_500k
function womexam hop begin set done = false while not done begin set answer = string y set tuple wave flux mode = call womwaverange wave flux string none set indexblue = call womget_element wave wave at 0 set indexred = call womget_element wave wave at - 1 set var = var at slice indexblue : indexred + 1 : if length wa...
def womexam(hop): done = False while (not done): answer='y' wave,flux,mode=womwaverange(hop[0].wave,hop[0].flux,'none') indexblue=womget_element(hop[0].wave,wave[0]) indexred=womget_element(hop[0].wave,wave[-1]) var=hop[0].var[indexblue:indexred+1] if (len(wave) >...
Python
nomic_cornstack_python_v1
comment !/usr/bin/python -tt from collections import deque import sys import itertools import operator import urllib from urllib import request from urllib import error from functools import lru_cache decorator least recent cache maxsize=32 comment maxsize is better when pow of 2 function get_pep num begin try begin se...
#!/usr/bin/python -tt from collections import deque import sys import itertools import operator import urllib from urllib import request from urllib import error from functools import lru_cache # maxsize is better when pow of 2 @lru_cache(maxsize=32) def get_pep(num): try: rsrc = 'http://www....
Python
zaydzuhri_stack_edu_python
function get_matrix self begin return call tolist end function
def get_matrix(self): return self.matrix.tolist()
Python
nomic_cornstack_python_v1
function _setVals self ref_id=0 begin set ref_id = ref_id end function
def _setVals(self, ref_id: int = 0) -> None: self.ref_id = ref_id
Python
nomic_cornstack_python_v1
function set_picture self file_name begin comment load the image file set load = open file_name comment resize to fit the window set load = call resize tuple picture_size picture_size ANTIALIAS comment load the image in a widget set render = call PhotoImage load comment remove the old image, if applicable if has attrib...
def set_picture(self, file_name): # load the image file load = Image.open(file_name) # resize to fit the window load = load.resize((self.controller.picture_size, self.controller.picture_size), Image.ANTIALIAS) # load the image in a widget render = ImageTk.PhotoImage(load...
Python
nomic_cornstack_python_v1
function test_helmholtz_single_layer_p1_p0 default_parameters helpers precision device_interface begin from bempp.api.operators.boundary.helmholtz import single_layer from bempp.api import function_space set grid = call load_grid string sphere set space0 = call function_space grid string DP 0 set space1 = call function...
def test_helmholtz_single_layer_p1_p0( default_parameters, helpers, precision, device_interface ): from bempp.api.operators.boundary.helmholtz import single_layer from bempp.api import function_space grid = helpers.load_grid("sphere") space0 = function_space(grid, "DP", 0) space1 = function_sp...
Python
nomic_cornstack_python_v1
function largestProductofThreeNums nums begin sort nums set lastIndex = length nums - 1 if nums at 0 * nums at 1 >= nums at lastIndex * nums at lastIndex - 1 begin return nums at 0 * nums at 1 * nums at lastIndex end else begin return nums at lastIndex * nums at lastIndex - 1 * nums at lastIndex - 2 end end function se...
def largestProductofThreeNums(nums): nums.sort() lastIndex = len(nums) - 1 if ((nums[0] * nums[1]) >= (nums[lastIndex] * nums[lastIndex - 1])): return nums[0] * nums[1] * nums[lastIndex] else: return nums[lastIndex] * nums[lastIndex - 1] * nums[lastIndex - 2] list = [-4, -4, 2, 8] print(largestProductofThre...
Python
zaydzuhri_stack_edu_python
function generate_additional_files input_qchem work_dir begin comment handle custom guess if mo_coefficients is not none begin call store_mo_file work_dir end if scf_density is not none begin call store_density_file work_dir end comment set scf energy if skip_scfman (to not break) comment TODO: now SCF energy is set to...
def generate_additional_files(input_qchem, work_dir): # handle custom guess if input_qchem.mo_coefficients is not None: input_qchem.store_mo_file(work_dir) if input_qchem.scf_density is not None: input_qchem.store_density_file(work_dir) # set scf energy if skip_scfman (to not break) ...
Python
nomic_cornstack_python_v1
comment !/usr/bin/env python import sys set matrix = list set rows = 0 comment Prepare triangle from stdin set lines = read stdin for line in call splitlines begin set elems = split line string append matrix list map int elems set rows = rows + 1 end comment go up to find a path O((width + height) / 2) for row in reve...
#!/usr/bin/env python import sys matrix = [] rows = 0 # Prepare triangle from stdin lines = sys.stdin.read() for line in lines.splitlines(): elems = line.split(" ") matrix.append(list(map(int, elems))) rows += 1 # go up to find a path O((width + height) / 2) for row in reversed(range(rows)): row_len...
Python
zaydzuhri_stack_edu_python
function load self begin set data = call read_pickle DATE_PKL set name = DATE_COL for tuple hname h in items handlers begin print string Loading %s % hname set cur_out = string ../ + out_path comment make daily and forward fill the values set df = call ffill if hname in columns begin comment getting to a distinct colum...
def load(self): self.data = pd.read_pickle(self.DATE_PKL) self.data.index.name = DATE_COL for hname, h in self.handlers.items(): print("Loading %s" % hname) cur_out = '../'+h.out_path df = pd.read_pickle(cur_out).resample('D').ffill() # make daily and forwar...
Python
nomic_cornstack_python_v1
import unittest import json from flask import request , jsonify from myservice.app import app as tested_app from myservice.classes import quiz class TestApp extends TestCase begin comment allpolls function test1 self begin set allAns = list set allQuests = list set ans11 = call Answer string la 1 false append allAns ...
import unittest import json from flask import request, jsonify from myservice.app import app as tested_app from myservice.classes import quiz class TestApp(unittest.TestCase): def test1(self): # allpolls allAns = [] allQuests = [] ans11 = quiz.Answer("la 1", False) allAns.append...
Python
zaydzuhri_stack_edu_python
string Help speed up preprocessing of some datasets by running jobs on multiple cores import tqdm import multiprocessing function run_job_pool func argsList desc=none cores=none begin string Processor pool to use multiple cores, with a progress bar func = function to execute argsList = array of tuples, each tuple is th...
""" Help speed up preprocessing of some datasets by running jobs on multiple cores """ import tqdm import multiprocessing def run_job_pool(func, argsList, desc=None, cores=None): """ Processor pool to use multiple cores, with a progress bar func = function to execute argsList = array of tuples, each ...
Python
zaydzuhri_stack_edu_python
function load self tensor begin comment TODO mock for now, load will use worker's store in a future work if tracing begin return call create_from tensor role=self tracing=true end else begin return tensor end end function
def load(self, tensor): # TODO mock for now, load will use worker's store in a future work if self.tracing: return PlaceHolder.create_from(tensor, role=self, tracing=True) else: return tensor
Python
nomic_cornstack_python_v1
async function test_complex_nft_offer self_hostname two_wallet_nodes trusted royalty_pts begin set tuple full_nodes wallets _ = two_wallet_nodes set full_node_api : FullNodeSimulator = full_nodes at 0 set full_node_server = server set tuple wallet_node_maker server_0 = wallets at 0 set tuple wallet_node_taker server_1 ...
async def test_complex_nft_offer( self_hostname: str, two_wallet_nodes: Any, trusted: Any, royalty_pts: Tuple[int, int, int] ) -> None: full_nodes, wallets, _ = two_wallet_nodes full_node_api: FullNodeSimulator = full_nodes[0] full_node_server = full_node_api.server wallet_node_maker, server_0 = wal...
Python
nomic_cornstack_python_v1
function fetch_api path token method=string GET data=dict json=dict files=dict headers=dict params=dict timeout=0 verify=VERIFY **kwargs begin set url = API_URL + format path keyword kwargs set headers = dict none headers ; none call set_headers token set timeout = timeout or API_DEFAULT_TIMEOUT set session = call...
def fetch_api( path, token, method='GET', data={}, json={}, files={}, headers={}, params={}, timeout=0, verify=VERIFY, **kwargs ): url = settings.API_URL + path.format(**kwargs) headers = {**headers, **set_headers(token)} timeout = timeout or config.API_DEFAULT_TIMEOUT session = Session() ...
Python
nomic_cornstack_python_v1
function send_private_message self action json_data begin set data = dict string from player_name ; string to json_data at string data at string to ; string message json_data at string data at string message try begin call send_to_spec_user to_player=json_data at string data at string to message=call generate_response ...
def send_private_message(self, action: str, json_data: Any ) -> None: data = { 'from': self.player.player_name, 'to': json_data['data']['to'], 'message': json_data['data']['message'] ...
Python
nomic_cornstack_python_v1
function testColumnWithZero self begin set slot_allocation = 0 put set user = call seedNDBUser host_for=list program call loginNDB user set url = string /gsoc/admin/slots/ + call name set response = call getListData url 0 call assertEquals response at 0 at string columns at string slot_allocation 0 end function
def testColumnWithZero(self): self.org.slot_allocation = 0 self.org.put() user = profile_utils.seedNDBUser(host_for=[self.program]) profile_utils.loginNDB(user) url = '/gsoc/admin/slots/' + self.gsoc.key().name() response = self.getListData(url, 0) self.assertEquals(response[0]['columns'][...
Python
nomic_cornstack_python_v1
function CreateGenePool count generator fuzzer **kwargs begin set genes = list for index in range count begin set gene = call generator keyword kwargs append genes call fuzzer gene end return genes end function
def CreateGenePool(count, generator, fuzzer, **kwargs): genes = [] for index in range(count): gene = generator(**kwargs) genes.append(fuzzer(gene)) return genes
Python
nomic_cornstack_python_v1
function train model optimizer loss num_steps=1000 begin comment Autoguide set guide = call AutoMultivariateNormal model set svi = call SVI model guide optimizer loss comment do gradient steps set losses = list for _ in range num_steps begin append losses step svi end return tuple guide losses end function
def train(model, optimizer, loss, num_steps=1000): # Autoguide guide = autoguide.AutoMultivariateNormal(model.model) svi = SVI(model.model, guide, optimizer, loss) # do gradient steps losses = [] for _ in range(num_steps): losses.append(svi.step()) return guide, losses
Python
nomic_cornstack_python_v1
import json import urllib comment url = 'http://pr4e.dr-chuck.com/tsugi/mod/python-data/data/comments_42.json' set url = call raw_input string Enter URL: set data = read url open url set js = loads data set total = 0 for comment in js at string comments begin set total = total + comment at string count end
import json import urllib #url = 'http://pr4e.dr-chuck.com/tsugi/mod/python-data/data/comments_42.json' url = raw_input('Enter URL: ') data = urllib.urlopen(url).read() js = json.loads(data) total = 0 for comment in js['comments']: total += comment['count']
Python
zaydzuhri_stack_edu_python
set glossary = dict string list string of anything. ; string tupple string can't be change ; string .len string return length of something ; string .title string capitalize the first alphabet print string list + glossary at string list + string . print string tupple + glossary at string tupple + string . print string T...
glossary={'list':'of anything.','tupple':"can't be change", '.len':'return length of something', '.title':'capitalize the first alphabet'} print('list '+glossary['list']+".") print('tupple '+glossary['tupple']+".") print('Title '+glossary['.title']+".") print('Length '+glossary['.len']+".")
Python
zaydzuhri_stack_edu_python
string input--> p,r,n,ci p--> principle r--> rate of intrest n--> no. of years ci--> compound intrest process ci=p*pow(1+r/100,n)-p set p = integer input string Enter P: set r = integer input string Enter r: set n = integer input string Enter n: set ci = p * power 1 + r / 100 n - p print string compound intrest = ci pr...
""" input--> p,r,n,ci p--> principle r--> rate of intrest n--> no. of years ci--> compound intrest process ci=p*pow(1+r/100,n)-p """ p=int(input("Enter P: ")) r=int(input("Enter r: ")) n=int(input("Enter n: ")) ci=p*pow(1+r/100,n)-p print("compound intrest = ",ci) print(type(p,n,r))
Python
zaydzuhri_stack_edu_python
function latex_tool_name tool begin if tool == string a-b-CROWN begin set tool = string $\alpha$,$\beta$-CROWN end return tool end function
def latex_tool_name(tool): if tool == 'a-b-CROWN': tool = '$\\alpha$,$\\beta$-CROWN' return tool
Python
nomic_cornstack_python_v1
function get_existing_file_hash path begin import hashlib set prefix = call _cache_prefix_for_file path set md5 = md5 with open path string rb as infile begin update md5 prefix + read infile end return hex digest md5 end function
def get_existing_file_hash(path: str) -> str: import hashlib prefix = _cache_prefix_for_file(path) md5 = hashlib.md5() with open(path, 'rb') as infile: md5.update(prefix + infile.read()) return md5.hexdigest()
Python
nomic_cornstack_python_v1
function get_category_by_name name begin return first filter name == name end function
def get_category_by_name(name): return session.query(Category).filter(Category.name == name).first()
Python
nomic_cornstack_python_v1
function video_embed cls begin set embed = call embed_msg title=string Now playing description=string ```css { title } ``` field_values=list dict string name string Duration ; string value duration dict string name string Requested by ; string value mention dict string name string URL ; string value string [YouTube]( {...
def video_embed(cls) -> discord.embeds.Embed: embed = embed_msg( title="Now playing", description=f"```css\n{cls.source.title}\n```", field_values=[ {"name": "Duration", "value": cls.source.duration}, {"name": "Requested by", "value": cls.requester.mention}, ...
Python
nomic_cornstack_python_v1
import numpy as np import pandas as pd import os import logging import math from margin_lib import Margin comment Setup Logging Configuration set logger = call getLogger base name path __file__ if not length handlers begin call setLevel DEBUG set ch = call StreamHandler call setLevel DEBUG set formatter = call Formatte...
import numpy as np import pandas as pd import os import logging import math from margin_lib import Margin ############################## # Setup Logging Configuration ############################## logger = logging.getLogger(os.path.basename(__file__)) if not len(logger.handlers): logger.setLevel(logging.DEBUG) ...
Python
zaydzuhri_stack_edu_python
function pt lst title begin print title length lst for item in lst begin print item end print string end function import os try begin remove os string test.db end except any begin print string remove error end import data as d call sqlInit comment 1 insert d string p001 string c01 string single string t1 t2 t3 string 3...
def pt(lst,title): print(title,len(lst)) for item in lst: print(item) print('') import os try: os.remove("test.db") except: print("remove error") import data as d d.sqlInit() d.insert('p001','c01','single','t1 t2 t3','3')#1 d.insert('p002','c01','single','t1' ,'2')#2 d.insert('p003...
Python
zaydzuhri_stack_edu_python
function _full_path_patterns patterns rootdir begin if rootdir begin comment sort for consistency return sorted list comprehension call FilterPattern type=type pattern=join path rootdir pattern for f in patterns end return list patterns end function
def _full_path_patterns( patterns: Iterable[FilterPattern], rootdir: Optional[str] ) -> List[FilterPattern]: if rootdir: return sorted( # sort for consistency [ FilterPattern(type=f.type, pattern=os.path.join(rootdir, f.pattern)) f...
Python
nomic_cornstack_python_v1
function close self reply_code=0 reply_text=string Normal Shutdown begin if not is_open begin raise call ChannelClosed end info string Channel.close(%s, %s) reply_code reply_text if _consumers begin debug string Cancelling %i consumers length _consumers for consumer_tag in keys _consumers begin call basic_cancel consum...
def close(self, reply_code=0, reply_text="Normal Shutdown"): if not self.is_open: raise exceptions.ChannelClosed() LOGGER.info('Channel.close(%s, %s)', reply_code, reply_text) if self._consumers: LOGGER.debug('Cancelling %i consumers', len(self._consumers)) ...
Python
nomic_cornstack_python_v1
function print_board self begin set line = string --------------------- for tuple i row in enumerate board begin set row_string = string for tuple j col in enumerate row begin if j == 3 or j == 6 begin set row_string = row_string + string | end set row_string = row_string + string row at j + string end print row_stri...
def print_board(self): line = "---------------------" for i, row in enumerate(self.board): row_string = "" for j, col in enumerate(row): if j == 3 or j == 6: row_string += "| " row_string += str(row[j]) + " " print(r...
Python
nomic_cornstack_python_v1
string Search contacts. from functions import open_csv_pop_lst_namedtuple while true begin set contacts = call open_csv_pop_lst_namedtuple set user_search = input string Search for a contact > if user_search == string begin break end if user_search in contacts begin print string { user_search } is listed in the contac...
"""Search contacts.""" from functions import open_csv_pop_lst_namedtuple while True: contacts = open_csv_pop_lst_namedtuple() user_search = input("\nSearch for a contact\n> ") if user_search == "": break if user_search in contacts: print(f"{user_search} is listed in the contact databas...
Python
zaydzuhri_stack_edu_python
comment !/usr/bin/python string asonste 12/Nov.2016 For posting values to emoncms Run with poststing as argument. example: sudo python emoncms.py 'ID1:10' if you vant to post multiple values at the same time, separate with comma: example: sudo python emoncms.py 'ID1:10,ID2:20' import sys import urllib2 comment import u...
#!/usr/bin/python """ asonste 12/Nov.2016 For posting values to emoncms Run with poststing as argument. example: sudo python emoncms.py 'ID1:10' if you vant to post multiple values at the same time, separate with comma: example: sudo python emoncms.py 'ID1:10,ID2:20' """ import sys import urllib2 from conf import * # i...
Python
zaydzuhri_stack_edu_python
function move_robot self target_pos target_orn finger_target=none num_sim_steps=1 max_retries=300 begin if finger_target is none begin set finger_target = finger_target end comment Validate input to make sure that pose is attainable. If not, set to attainable pose. set tuple target_pos target_orn = call validate_pose t...
def move_robot(self, target_pos, target_orn, finger_target=None, num_sim_steps=1, max_retries=300): if finger_target is None: finger_target = self.finger_target # Validate input to make sure that pose is attainable. If not, set ...
Python
nomic_cornstack_python_v1
function drawdown_dur pnl how=string high begin comment Get Drawdown Max Duration set mark = if expression how == string high then maximum else minimum set watermark = accumulate fill missing pnl min set dd = 1 - pnl / call shift 1 set ix at dd < 0 = 0 set drawdown = dd set sr = as type drawdown at slice 1 : : bool r...
def drawdown_dur(pnl, how = 'high'): # Get Drawdown Max Duration mark = np.maximum if how == 'high' else np.minimum watermark = mark.accumulate(pnl.fillna(pnl.min())) dd = 1 - (pnl / watermark.shift(1)) dd.ix[dd < 0] = 0 drawdown = dd sr = drawdown[1:].astype(bool...
Python
nomic_cornstack_python_v1
function delete_task task_id begin try begin with call TaskTable as table begin set result = remove table dict string task_id dict string $eq task_id if result at string ok != 1 and result at string n == 0 begin error string Failed to delete task %s task_id return tuple - 104 string Failed to delete task end info strin...
def delete_task(task_id): try: with TaskTable() as table: result = table.remove({"task_id": {"$eq": task_id}}) if result["ok"] != 1 and result['n'] == 0: log.error("Failed to delete task %s", task_id) return (-104, "Failed to delete task") log.info("Task with id %d deleted", task_id) retu...
Python
nomic_cornstack_python_v1
function handle_sentence_simple self sentence ctxinfo begin global text_version global moses_version global lower_attr for w in sentence begin set attribute w lower_attr lower get attribute w lower_attr end call handle_sentence sentence ctxinfo end function
def handle_sentence_simple(self, sentence, ctxinfo): global text_version global moses_version global lower_attr for w in sentence : setattr(w, lower_attr, getattr(w, lower_attr).lower()) self.chain.handle_sentence(sentence, ctxinfo)
Python
nomic_cornstack_python_v1
function request_check client exception *msg_parms **kwargs begin string Make blocking request to client and raise exception if reply is not ok. Parameters ---------- client : DeviceClient instance exception: Exception class to raise *msg_parms : Message parameters sent to the Message.request() call **kwargs : Keyword ...
def request_check(client, exception, *msg_parms, **kwargs): """Make blocking request to client and raise exception if reply is not ok. Parameters ---------- client : DeviceClient instance exception: Exception class to raise *msg_parms : Message parameters sent to the Message.request() call ...
Python
jtatman_500k
function CreateVars self begin set dat_path = call StringVar set string set YSF_Version = call StringVar set string 20170314 set ysf_versions = list string 20170314 string 20150406 string 20130817 string 20120701 string 20110207 string 20100331 string 20090611 string 20080220 string 20070415 string 20060828 end functio...
def CreateVars(self): self.dat_path = StringVar() self.dat_path.set("") self.YSF_Version = StringVar() self.YSF_Version.set("20170314") self.ysf_versions = ["20170314","20150406","20130817","20120701", "20110207","20100331","20090611","20080220", ...
Python
nomic_cornstack_python_v1
function deal self begin if size self > 0 begin comment this does not affect the run-time set decksize = size self - 1 comment efficiency of the size() operation return pop cards end else begin return false end end function
def deal(self): if self.size() > 0: self.decksize = self.size() - 1 # this does not affect the run-time # efficiency of the size() operation return self.cards.pop() else: return False
Python
nomic_cornstack_python_v1
function getargs begin set parser = call ArgumentParser call add_argument string path type=chkpath nargs=string ? default=string . help=string a valid path call add_argument string -v string --verbosity action=string count default=0 help=string increase output verbosity return call parse_args end function
def getargs(): parser = argparse.ArgumentParser() parser.add_argument( "path", type=chkpath, nargs="?", default=".", help="a valid path" ) parser.add_argument( "-v", "--verbosity", action="count", default=0, help="increase output verbosity" ) return parser.parse_args()
Python
nomic_cornstack_python_v1
comment !/home/liulab/yzhang/python/bin/python comment zy@jimmy.harvard.edu import sys , os.path , time from numpy import * class Bed extends object begin string Bed file object 1) if the bed file is not very large: bed1 = Bed() bed1.readbed(bedfilename) bed1.bedsort() bed1.release_space() 2) if the bed file is very la...
#!/home/liulab/yzhang/python/bin/python # zy@jimmy.harvard.edu import sys, os.path, time from numpy import * class Bed(object): """ Bed file object 1) if the bed file is not very large: bed1 = Bed() bed1.readbed(bedfilename) bed1.bedsort() bed1.release_space() 2) if the bed file is very la...
Python
zaydzuhri_stack_edu_python
function run self begin call request_weather_data close client end function
def run(self): self.request_weather_data() client.close()
Python
nomic_cornstack_python_v1
import numpy as np import matplotlib.pyplot as plt set costs = list 1 4 9 16 y label string some numbers comment plt.plot(costs) plot list 1 2 3 4 costs show
import numpy as np import matplotlib.pyplot as plt costs = [1,4,9,16] plt.ylabel('some numbers') #plt.plot(costs) plt.plot([1, 2, 3, 4], costs) plt.show()
Python
zaydzuhri_stack_edu_python
function split_equal_sum arr begin set n = length arr set leftsum = 0 set rightsum = sum arr for i in range n begin set rightsum = rightsum - arr at i if leftsum == rightsum begin return true end set leftsum = leftsum + arr at i end return false end function
def split_equal_sum(arr): n = len(arr) leftsum = 0 rightsum = sum(arr) for i in range(n): rightsum -= arr[i] if leftsum == rightsum: return True leftsum += arr[i] return False
Python
jtatman_500k
function parseline line begin string Parse one line of a data file. Parameters ---------- line : string set tuple id neighbors = split line string -> set neighbors = split strip neighbors string , return tuple id neighbors end function
def parseline(line): ''' Parse one line of a data file. Parameters ---------- line : string ''' id, neighbors = line.split('->') neighbors = neighbors.strip().split(',') return id, neighbors
Python
zaydzuhri_stack_edu_python
string Client Colors ========================== Provides functions to fetch and parse data from Kingo's ElasticSearch Data Warehouse to generate a report on client colors. - Create date: 2018-12-11 - Update date: 2018-12-28 - Version: 1.2 Notes: ========================== - v1.0: Initial version - v1.1: Elasticsearch i...
""" Client Colors ========================== Provides functions to fetch and parse data from Kingo's ElasticSearch Data Warehouse to generate a report on client colors. - Create date: 2018-12-11 - Update date: 2018-12-28 - Version: 1.2 Notes: ========================== - v1.0: Initial version - v1.1: Elasticse...
Python
zaydzuhri_stack_edu_python
comment Habituação print string ********FASE DE HABITUAÇÃO ******** set habituacao = input string O animal está habituado, sim ou não? comment R2: i set distancia = 30 if habituacao == string SIM or habituacao == string sim begin print string O animal está habituado set habituado = true end else begin print string Pros...
#Habituação print("********FASE DE HABITUAÇÃO ********") habituacao=input("O animal está habituado, sim ou não?") distancia=30 #R2: i if (habituacao=="SIM" or habituacao== "sim"): print("O animal está habituado") habituado=True else: print("Prossiga com os experimentos até ele está habituado") print(...
Python
zaydzuhri_stack_edu_python
function update self data begin print data set table = data end function
def update(self, data): print(data) self.table = data
Python
nomic_cornstack_python_v1
function prepare_spec_lib_for_json_storage decoded begin set reflib_dict = dictionary set counter = 1 for spectrum in read mgf call StringIO decode decoded string utf-8 use_index=false begin set mz = get spectrum string m/z array set intensities = get spectrum string intensity array set metadata = get spectrum string p...
def prepare_spec_lib_for_json_storage( decoded, ): reflib_dict = dict() counter = 1 for spectrum in mgf.read(io.StringIO( decoded.decode('utf-8') ), use_index=False, ): mz = spectrum.get('m/z array') intensities = spectrum.get('intensity array') ...
Python
nomic_cornstack_python_v1